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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">Luz Elida Vera Hernández</journal-id>
      <journal-id journal-id-type="publisher-id">714</journal-id>
      <journal-title>Luz Elida Vera Hernández</journal-title><issn pub-type="ppub">0121-8670</issn><issn pub-type="epub">2256-1161</issn><publisher>
      	<publisher-name>Luz Elida Vera Hernández</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.31948/rc.v32i1.3959</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Research Article</subject>
        </subj-group>
        <subj-group><subject>formación / apicultura / desarrollo sostenible / industria apícola / comercialización / productos apícolas / abejas polinizadoras</subject><subject>training / beekeeping / sustainable development / apiculture / marketing / bee products / pollinators</subject><subject>treinamento / apicultura / desenvolvimento sustentável / apicultura / marketing / produtos apícolas / polinizadores</subject></subj-group>
      </article-categories>
      <title-group>
        <article-title>Explorando las demandas de capacitación en apicultura: un enfoque multirregional</article-title><subtitle>No aplica</subtitle></title-group>
      <contrib-group><contrib contrib-type="author">
	<name name-style="western">
	<surname>Meza Cisneros</surname>
		<given-names>Josueth Alfonso</given-names>
	</name>
	<aff>Instituto Superior Tecnológico Quinindé; Red Santo Domingo Investiga REDISD.org, Santo Domingo de los Tsachilas, Ecuador</aff>
	</contrib><contrib contrib-type="author">
	<name name-style="western">
	<surname>Cantos Cruz</surname>
		<given-names>Mayra Verónica</given-names>
	</name>
	<aff>Instituto Superior Tecnológico Quinindé; Red Santo Domingo Investiga REDISD.org, Santo Domingo de los Tsachilas, Ecuador</aff>
	</contrib><contrib contrib-type="author">
	<name name-style="western">
	<surname>Añazco Chávez</surname>
		<given-names> Joffre Paúl</given-names>
	</name>
	<aff>Instituto Superior Tecnológico Quinindé; Red Santo Domingo Investiga REDISD.org, Santo Domingo de los Tsachilas, Ecuador</aff>
	</contrib></contrib-group>		
      <pub-date pub-type="ppub">
        <month>10</month>
        <year>2024</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>17</day>
        <month>10</month>
        <year>2024</year>
      </pub-date>
      <volume>32</volume>
      <issue>1</issue>
      <permissions>
        <copyright-statement>© 2024 Creative Commons Atribución 4.0.</copyright-statement>
        <copyright-year>2024</copyright-year>
        <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/2.5/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</p></license>
      </permissions>
      <related-article related-article-type="companion" vol="2" page="e235" id="RA1" ext-link-type="pmc">
			<article-title>Explorando las demandas de capacitación en apicultura: un enfoque multirregional</article-title>
      </related-article>
	  <abstract abstract-type="toc">
		<p>
			Estudio exhaustivo y multirregional realizado en Ecuador, en el cual se abordó las necesidades de formación en el campo apícola. Con el propósito de analizar las demandas de capacitación en diversas áreas de la apicultura, como el manejo precosecha, cosecha, poscosecha, certificaciones y otros temas relevantes, se empleó una metodología mixta, que combina enfoques cualitativos y cuantitativos. Esto incluyó una encuesta dirigida a apicultores, técnicos y personas vinculadas con la apicultura, en varias regiones del país. Los resultados señalaron un marcado interés en la apicultura, acompañado de una clara demanda de formación en áreas clave: alimentación apícola, reproducción de colmenas, sanidad apícola, manejo de apiarios, diversificación de la producción y comercialización de productos apícolas. La diversidad de participantes señaló el compromiso con la mejora de habilidades y conocimientos en el ámbito apícola.
		</p>
		</abstract>
    </article-meta>
  </front>
  <body><sec>
			<title>Introducción</title>
				<p data-start="261" data-end="654">El análisis acerca de la situación actual de la apicultura en Ecuador resalta la importancia de las abejas como agentes polinizadores, esenciales para la producción de cultivos. Por lo tanto, se exploran los retos actuales que afronta la industria apícola en el país, como la formación de recursos humanos y el desarrollo sostenible, aspectos que se analizarán detalladamente en este artículo.</p><p data-start="656" data-end="1346">Es importante conocer el rol de las abejas en la naturaleza, ya que son productoras de nutrientes y aportan componentes para el desarrollo de medicamentos, de eficacia comprobada (Agrocalidad, 2020). Para ello, el primer paso es concientizar a la colectividad sobre el papel que cumplen las abejas en favor de la salud y la agricultura, tanto en la producción de forrajes como de frutos, lo que acrecenta su rendimiento (MAG, 2015). Teniendo en cuenta que la subutilización del suelo y la mala distribución de los alimentos ha causado un déficit alimentario en el mundo y que crece de manera proporcional a la población humana, es necesario cuidar la naturaleza, especialmente a las abejas.</p><p data-start="1348" data-end="1862">De acuerdo con Huerta (2008), la apicultura es una actividad económica rentable que contribuye al desarrollo y avance de la sociedad. Por ello, diversos gobiernos han implementado tareas para fomentar el crecimiento de esta actividad, la cual influye en la agricultura (Saha, 2002; Universidad Católica de Santiago de Guayaquil, 2018). La apicultura genera productos y rentabilidad, y contribuye a mejorar el medioambiente, a través de la polinización de las plantas, incrementando su productividad (Huerta, 2008).</p><p data-start="1864" data-end="2364">Implementar una carrera especializada en apicultura en Ecuador, con énfasis en fortalecer esta actividad como un complemento esencial para toda labor agrícola y en abordar cuestiones medioambientales clave. Se destaca el papel fundamental de las abejas en la polinización de cultivos, un factor que determina directamente la calidad y cantidad de las cosechas. Esto, a su vez, subraya el inmenso potencial de esta disciplina para generar empleo y promover el desarrollo en las áreas rurales del país.</p><p data-start="2366" data-end="2808">La organización de este artículo se estructura en secciones esenciales que facilitan un examen detallado de la apicultura en Ecuador. En primer lugar, se analizará la coyuntura actual de esta actividad en el país, destacando su importante contribución a la producción agrícola y su impacto en la preservación del entorno. Además, se abordarán de manera minuciosa los retos y desafíos particulares que enfrenta la industria apícola en Ecuador.</p><p data-start="2810" data-end="3034">La metodología de este estudio combinó enfoques cualitativos y cuantitativos. Inicialmente, se realizó una revisión bibliográfica exhaustiva para obtener una comprensión integral de la apicultura y sus requisitos formativos.</p><p data-start="3036" data-end="3595">Los resultados de este estudio reflejan un sólido interés en la apicultura entre los participantes, quienes expresan una clara demanda de formación en diversas áreas relacionadas con esta actividad. Las preferencias formativas abarcan aspectos como la alimentación apícola, la selección y reproducción de colmenas, la sanidad apícola, el manejo de apiarios, la diversificación de la producción y la comercialización de productos apícolas. Estos hallazgos evidencian el compromiso de los participantes por mejorar sus habilidades y conocimientos en este campo.</p><p data-start="3597" data-end="4345">Este estudio revela la importancia de considerar la implementación de una carrera en Apicultura en Ecuador. La alta demanda de formación en diversas áreas de esta disciplina sugiere un compromiso con el mejoramiento de la calidad de la producción apícola, lo cual podría impactar positivamente en la agricultura y en la economía rural. Además, estos resultados tienen el potencial de influir en políticas y prácticas relacionadas con la apicultura en el país, fomentando la formación en esta área y el acceso a créditos económicos para quienes estén interesados en el sector. Esta perspectiva podría fortalecer la industria apícola, promover prácticas sostenibles y estimular el desarrollo rural en Ecuador, a través de la educación y la capacidad.</p>
			</sec><sec>
			<title>Metodología</title>
				<p data-start="227" data-end="538">Para este estudio, la metodología utilizada fue mixta, ya que se combinó enfoques cualitativos y cuantitativos para comprender integralmente las necesidades de formación en apicultura. Primero, se realizó una revisión bibliográfica exhaustiva para contextualizar la apicultura y sus requerimientos formativos.</p><p data-start="540" data-end="1288">Segundo, se aplicó una encuesta en diferentes regiones del Ecuador, incluyendo costa, sierra y amazonia, dirigida a apicultores, técnicos del sector y personas relacionadas con la apicultura. El objetivo de la encuesta fue recopilar datos cuantitativos sobre las habilidades esenciales en apicultura, así como explorar el interés y la demanda de formación en esta área. Sin embargo, en la metodología no se especificó claramente este objetivo ni el grupo objetivo al que se aplicó la encuesta. Por lo tanto, la encuesta se diseñó para abordar aspectos como la alimentación apícola, la selección y reproducción de colmenas, la sanidad apícola, el manejo de apiarios, la diversificación de la producción y la comercialización de productos apícolas.</p><p data-start="1290" data-end="1807">Esta combinación de métodos permitió obtener una perspectiva completa de las necesidades de formación en apicultura y el nivel de interés de los participantes en mejorar sus habilidades y conocimientos en este campo. Sin embargo, para una mayor claridad y transparencia, en futuros estudios se recomienda especificar claramente el objetivo de la encuesta, el grupo objetivo y la razón detrás de su realización, a fin de contextualizar mejor los resultados y a comprender su relevancia en el ámbito de la apicultura.</p>
			</sec><sec>
			<title>Resultados</title>
				<p ><bold>Relación
de los encuestados con la apicultura</bold></p><p >Los
resultados reflejan una rica diversidad de participantes en el estudio: el
13,40 % de los encuestados se desempeña como asesor técnico especializado en
apicultura; el 33,60 %, se identifica como apicultores, porcentaje que señala
una representación significativa y directa en el ámbito apícola; el 53 % se
desempeña en diferentes actividades, entre ellas, estudiantes de ciencias
agropecuarias, consumidores y profesionales con un interés específico en esta
disciplina.
<bold>Figura 1 </bold></p><p ><bold>Actividades
que realizan</bold></p><fig><label>Figure</label><graphic 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"/></fig><p ><bold>Escolaridad
de los encuestados</bold></p><p >La Figura
2 proporciona una visión del nivel educativo de los encuestados: el 5,2 % no
cuenta con ningún tipo de educación formal; mientras que el 9,70 % ha
completado la educación primaria. El 47 % ha culminado la educación secundaria,
porcentajes que señalan una sólida base educativa en la muestra. En cuanto a la
educación superior, el 33,60 % ha alcanzado niveles de tercer y cuarto nivel,
evidenciando que aproximadamente un tercio de los participantes ostenta títulos
de educación superior en Ecuador. Además, hay un remanente del 4,5 % que no
especificó su nivel de escolaridad.
<bold>Figura 2 </bold></p><p ><bold>Nivel de
educación</bold></p><fig><label>Figure</label><graphic xlink:href="data:image/png;base64,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"/></fig><p ><bold>Edad de
los encuestados</bold></p><p >La Figura
3 muestra el siguiente patrón demográfico: el 66,92 % de los participantes se
encuentran en el rango de edad de entre 16 a 35 años, representando dos tercios
de la población analizada. Por otra parte, el 3,76 % no forma parte de la
población económicamente activa. Este hallazgo sugiere que la juventud está
significativamente involucrada o interesada en actividades relacionadas con la
apicultura.
<bold>Figura 3</bold></p><p ><bold>Edad de
los encuestados</bold></p><fig><label>Figure</label><graphic 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"/></fig><p ><bold>Colmenas
de los encuestados</bold></p><p >En la Figura
4 se puede apreciar el número de colmenas que posee cada encuestado. El 48,51 %
no posee colmenas en su propiedad y el 51,49 % sí cuenta con al menos una
colmena. Este porcentaje incluye al 1,49 % de participantes que poseen entre 71
y 80 colmenas, indicando un nivel considerable de dedicación a la apicultura.
Estos hallazgos revelan una conexión con la actividad apícola, incluso entre
aquellos que no cuentan con grandes cantidades de colmenas.
<bold>Figura 4</bold></p><p ><bold>Número de
colmenas por encuestado</bold></p><p ><fig><label>Figure</label><graphic 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"/></fig></p><p ><bold>Capacitaciones</bold></p><p >Los
encuestados eligieron las capacitaciones requeridas sobre la apicultura y, en
algunos casos, la meliponicultura. Los encuestados podían elegir varias
opciones, por ende, la suma de los porcentajes no necesariamente dio como
resultado el 100 %.</p><p ><bold>Alimentación</bold></p><p >La alta
demanda de capacitación sobre la alimentación para mantenimiento, evidenciada
por el 56 % de interés, indica la importancia que los apicultores y
profesionales asignan a aspectos relacionados con la atención continua de las
colonias. Este énfasis puede explicarse por la percepción generalizada de que
un manejo adecuado y constante es esencial para la salud y productividad de las
abejas y sus colmenas.</p><p >En
contraste, las áreas de alimentación energética, proteica y de estímulo, aunque
siguen siendo importantes, con el 29,10 % de interés cada una, parecen recibir
menos atención en términos de demanda de capacitación. Este fenómeno podría
estar vinculado a la percepción de que, en comparación con el mantenimiento
constante, las prácticas alimenticias pueden considerarse menos críticas para
el éxito general de la apicultura.
<bold>Figura 5</bold></p><p ><bold>Capacitaciones
relacionadas con la alimentación de las colmenas</bold></p><p ><fig><label>Figure</label><graphic 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SjNBkYRi7rQlRWVpBHw4quwGhehhbgCoAimE0XFDIVFFnadL2cCmvBY700oE2n9Xr37u3kKGfjK2AD5sYbbyyV4lQQ3hbg4dIBRGoUTx5RuzINVufp3Up1YQjBazqcDANp7eBKK63Ez9AqbJpvvvnsMgHoXDwoMVPcluAMOCoQU2kjXBwMsyBsWi1fpkcEybzZF18PCpqYqBmKrcuKK67oYAPZWdLFShdaaCHHAIBaZ0gGLF7PnLBt7rUjwU47vXh4BvIotsPymzdvDljHw/5qQkSS/lHjgjO3JmVcPWTabuYQ2ngSOZM23XYbxzdtOj/bRfMqn713ul/pYqbZ69ev792XwaNGqAiw6GgWWQrDWgUDz1tyzPSy0S7RFltsgUErUX0T4VQggHWRytng8hrzhBNOsF6bboMceDwZGc3JP/PMM+1jEsYCaZ40VMYWhYRA2NSEw5x85QNdIT1pTzpFoTgxEu72gw8+SFNLH/F8qSHnHqdD6ZuRSlGaaJUioD680mnijws3XYnNNtuM1ymN5ubwLmntdKvdWBk5zoDZ4gAAEABJREFUnB5aXAYFnMyVJI9AsG/fviZVmUustVl69OiRKikgPiwz6f6rYbPpdDk3ipK0J554IlvrphnfFwNOV9H9p01YcReS3sRPnRW/Yy6/4NXS+L/0GrUulLFM47A6LKIuVucnWmyxxdxeloMGJ78a8LIfGYOa4sTqQ0Z0y2azLkwpHhqHjdGRV0FtkVb8IbzQlEd4+DGANYhY1qpZKd2xUf18JqZCsEJjqiE/VQUxINC26667rso8Yu2Qda211lo0O1UFRmj7iZMbIe5RSEQwYwJQrGlPnRb1Ag5WjWDOAKnIZmn0NSeJc6beptsOnL7sooJNN0iHDh3Am6BTmYj5BDhjQINrIryNYN60Ol0QU8gjVtOhMhFPRbJEF2fJknfaaac6deo4PEy+YblTlKxWIwPZIFw6e6qQEUuglYV2VNh79YwxT0th1mT2Ro0acR95NrS5ffGVeNTLVnJcFIqThITTy8wL1nUBqQQSNpgDTaHk5DpwhhwJp5GTqqNjzPuBsM1y+FkglQykLxLpOtLzzz8/L6RBgwbk32GHHfhzmvgZIjyFRDYdaPbryCOPNDinVr1Nd1MM6876iVq3bu1iik3TEkBtaQ7S4YcfTkXQA8mP5527Js6nHIBezqRTZ6PBZajjjz9epdPom0sm4uHZTVtjH43p4juKeNRLYzj2luAnojGMefHFF9NdfEo1ZmS/MwY1QRkCYVMzKGavkI5pOlWMjUM2w/7uIc3Iw3U5aX+epnuenEf6OreL2+jqikdVigAYA4Pzl2l2NVSYK+TauC0G4YqyoGRASVnQZa4BToovDaI7Vcu0qCwhGY13TAERcueddzYRZ9ZV190CkQID4ytgSvpCmS1kWT0qK+eRhathbiUSFRD/I2lGZekm34y4wPx091wNyX0RXeM7MzIp3bHBBhvw2ZUp62QkpO/EiORHVAbJ+QGS2xZYfCjKUVzLVWe3LEqX5Kdj1suAsm22DJ4epMlvBNPBJ5lAP3OJXaFb1VCsa665pgLCudFGGyk4KjSsQiKumBnFUn4KBSCpwOpw1xTMlTadsSSVTbcuUqG019KGmHESxiDqjSD1rSaXrA4/J4BVMw5vLKGqL3lyOVOZAWA1qX6Bjk1R6RjrKAQEgkSFGufE+5wCIicDpoD4QL4ZYXP+7SnZsv/CgY3IGGZYMIt6G2p2cRgTwj4RgIeh3lCWo1CcTKcv8yCaxO+FhUuKzfala6JcQuIDrbfeepiFy3YBAkgQSSSVHM1UcDz8RJLAwDQLS8wXMTsHyH5pMjsnSSGRTbeVcgB+ZpvuiKZNV1mcLNmN8xTKNaclDM5XS2OaVF/+orOqI0eE9lCAA/lndv35oHjE/Q6DAqJhgKaAPvvsMwtRSCRtQ3fZRD9F4b5oZm6NplpOYVPn8AA4si4bvaM/65hdLT9zSZOgRyTEwZTJ9E7Jv3NDcnlS2YBpNK3KzrGv25KuCufRsRah8volXozDM00d05e7mgpCEB1Teba+5sUv4nThBcoeLM1CWppXfUZiI2W6m4pRmDUlISkgRihxmoWJTeVkrVPZN11aBUTv+CIqw3dmBDGDZ61pOj+pGzqO/IiRw0bv++YhQxgkrKSJUujAYOiiu0ESUd/JAvlpU/ArzILomqQcZdWyFVmO06IX9er9WCEReTIeeKJUbxaEk1626QKvtOnJWice32y9BPPTaL4Z1MrIODQ7myTI4JOlcXI1Jp48Mq9NJ5hdTmPmMtDsfnJE4KmQKNvTTKRUn63IOJlgs95THcmMuDKeFbw3ezLgydmXr7/+WuvMSBeOJmdULCUzhJ+lyTtjM+tbvJ7kZE71oFDwMxVyyyb10zc5Ci6s1wpTIx6PkJqtQkbDlih3HBimJiM4G4kh76tJjYvvkV4K3RunwT3WJs2gCaVNUeBPG1Nh1pT4MXPlE6dZkpfgJ22WKwwJyaweOcm+6D83EU/lUWXOHDZ1ztHnOQoO9GdmcoMPNRlJfnrbdyh56wyVhI/Izx3LGIoX0vEVoWpyPdIhlsNhJJQ5ngIv44j8shuOU5MvotBdD4U5IOloWT4K1zuWZJ10n9wUxZo7VNKMJZwlrRRzdkWtzo1NA7rSqZB9tWblOSgk2XSEkrQhlJBV+MqH086acsl0hJELpb4ZXb0EGfj5QBkbkO1C+slD0iWVZ/a1ZNutFbNvIqqWbVbWvfiq1c9wy8Qi7L2dlXIkmFVIQhgBf6JsvblzZVAnHgvs2rWrI+qsCvgcSAtk71PrDL/WaxYi2bjiDEkLa8KQWhV4EqnMpUuF7GuorFzCgi4OoSSzR02DSzlIQRO7+A5mA2JjcaV8QSEut1KZTxlOD8kZT/kVCOz8GF/0KalAVJuVkaMoctU6x8S1lex1hCQ8+EZGZlzFuNmA2UlgaPMOQMaTW3BK/cScmUZLSDpHPf/PsVfISGtWjsKsEQibOmt8ZtUqmycphIPTN2TIEOky5URuuBcpUYWXCadWLCX36+nCG4mIIe+8pi4uDM1O+fopMJJ/cze8ZMjPqDG+r8cSGTyX1jhZXlE9kqryRbSwjgrImFx1hVkQntTq2jz11FPpJ4OKvMNRZ3R6Ykhf70wKwmKrVkgk45cupEFSTfomISk7/KnGl6Pti+SmfMuQVl999TQaFcMOQQlZha8Hv5QTSwzZV1wl02W/GAN2iy7GvM4662QMTEiyQHi4Nale2eaKQtLP3K9xWC81MtuZpfFyaRaVzFUCUDmX8nDTpMYTnULa9CSYXVavMhENmwp2mUjKDpuQTiEjGyqs8dNW8sa8nAHEuVIzMxKvANBR9ArAdiY2wavw3Szp/U80xk6nJiKlbLmfLoVv6cltkra1HEMJ0/mU9mWTTTbxc4ZEBk+bKSrleXTr1q1NmzbOQK7hmWHHsqpMaWegCdlbtWpF2oyIkXeJSjIpryKxWdpzzz3H/vkJB16vka1RblxNovr166cC6ws62+SnEWCiUJzSCbeh9jFrNUsqO6LJRUg/4ztbCNRkmzpbQMwBM9WTHGeJsttuu43VTNEqXSMyEPQMHTrUfTCyI46UfQcMGOCsq8wjlRQB51pBjs77KAbaPCmpZIapmFRgcV999dVkO42J0zuHdJzCw9P/IfVuIGE8vnoZVVmckt5XL8dL9bMQtCcJ1aA0shpWVtpZTUaec5Td22OPPZadYErJ7KFRMkp9EkYhEW1iTKFDx44d2V1L4xxwC7SS1uuUVuWyIlglw2mWa665hiUz8pgxYxhLb6UKfuYRAVCqTMLzAB7I+cfr89m911IxWm+44Qa5U+Cwdt4mOUypY+6XtkoySP3hBxQPiTA6YvPIikGhJJQEM10KfBnpbNNT90033RSMytbbr18/8ArHL7/8cjW5lMZxStM4hJ+hN5B1Maxg2rx233HV0XkTNNtoJ1CCBKfwV1Ka0WWzHVcLVGnhnvoUSk9kRmkcyCs4ogI+hZlRHj827+uZG+RnuZJIFLzQgJI3YHPZDg7uueeeywn2s4SUWUoxuovpDIM6b2lGfv755x3UbEzhOHXkp/revXu7ud9++62UmDS4yuLEKhuTljj//PPfeustroC9ThfT1kuqcaqK94qakiAQNrUkKM2Axz1n3k488UR5QgqX6vTgwb9zUmkWlowDSBm5aVq9tbhajNBmm23myglWio+oI7YjjzzSacYpLDC+7sk35/n6SUe0bduWfWLYKAtdjJO+bKR6KR0G7LjjjhNdEcZcLiSe4uQG8qzVu7puEfPGpbWW5FBbF49YbEdXWgW2jNq3b7/yyiub9NlnnxUXmpduFZRTwRlPVtAkzMLsnZJlsjSuBu+YnPvvvz8Dk3GWSQHUcmKWwNKfc845coCmFldZi+iNbSs+izhGohu2lNe+++4Lf1LxinRMzBTlzjvvbBV+CvgApcYq4E+1qcwj73l2hyRipjPPPJNJlqW47rrrMHv1lI209rwuM/uZNl0MynWzuRwXOjoTTC/gizsdJ+s95JBDwMt1cIpMqjURNNg5vbxBcHFEbzaFaUytM/w6dZ7uYCIVYXxr4QcwnA65Y+8EOloGdADEzcY3psUqOBtZwDTDkUteaWk2AtS6OJbMklW4U+ZVM0PCL0mgiUsEB5Lvt99+M9x0PGVOAke4AY2fwd8ip+0g0sUXX8xolXw6bnRKP3DCXExuoqPbvHnzlFoQpFIOBxxwgDQSi5gNq1WTGVVecMEFUtDCZQnzmTlPwGGGScvz40I5k+QnOcCddikN8meDR2G2EAibOltw/Y85nTnq7O6775bUdS7TfVbvAZL94Alus802tKHrzQgJkvr06cN/9C6iyVWh6/83XEGBW0EFMLrMoZPtSmAT75oCm5vZokULQQnjJBXGbDPSW2+9tYlcQgzIY5JgQrpVF2JQ5YJX5kQTC2pGlE1KWpeTWcVpOqaFAGzkJZdcwsbQnmIsuWiqnFQ6asJmqPr16/fo0YPONb6fNKkmCp3aJTmLgllSl07UyooYh04ksJ+IumefSMXeJJfc/d9www31giGGRAb307UHHT2eKnO/ptCFw6F7bj393qVLF7rMCKlewYpopUwGoOlrfAy6w2HXXXelv8SdAwcOJB5lRIMbhJLCQwxv4XYT1OACr6d0ZpXYWlUaCo/xiUpPeYQ+6aSTyJZAwOONgAAeCM3rJ2KNlPHYCD+Rucip0tKgpMZC9txzz2zTQZFtOncBA7JBzlh6IDACmblBzJ5xbK4ts0AvcJajIJwVjtCYYlkMVmrTDZJHNKzIXorYMhlUrda4/fbb77jjjtbugMGHCnZmNCHQgcIsTqDzoMYVMD6yFj8TGcR6AeVsp5q8b9oXPAQwL6+LDFYqBSL+hoNs0LbbbgvtdHLyuuN0MsVY9uj++++XsIGe66bGtSI5fsCCiGAOrRqbBSUiId1tny0zPgbLJIMuCPKkskZb7CciYZLWaH4iUN97773t2rVzERIIaoyJwUIwoGzTnUk/TWcK/KZzccimklSCS2ZVdwuxsxZrI2COh8nku/PnvAW4dDrqbhU6cpXcKYA7Bn4azdR2RFlNOlpGsFlqzEIdcZqN7CdyPPDwii677DLXVg3ZLNkUxvEzEWESPjqSP1XGNxeBsKm5aMxJ2SETEt1xxx0uvNwUUhAgdu/e3bGjXBT8VI9uv/12XiRdqSAKyZ3PxeB+4tEd6SKHk6ktRpFxUp/IvaIsMNx4440MZxqHdpbJMXI2iHKahRrFqS8PGrPL4Nrz/c2iEhHSNdbkEqo0AlKgKK+44grjsNbuIQZf1t2F1AuPr1aywcFVZJL95DInyS2KEjS1oTCjxM9EZeqJUpN00kul8RO5zGr04jXTLKky98uWYDCv7rn11kVUTSYyHVLwk6aglHEajXhq2B4/EYVrHGyJ2VbSjBwXPCDFgISefuJB2AjGLAnXNG2xxRaa1LCaBldDnXGGVCbmxH/LLbdYi9ZEdCIGO0hZpxoAOkgqjUyJq4Rhr+wf70UAABAASURBVF69DJIo23S9GjVqhME+4vFkkBh8dSe8XVNgWSlTW+AJ33K0JkkEzfQvBjE9Y28QQ+WRYWFiUbogfclvKy3QAYCGAbNWBUShMwBpHLobvKYgSarx5QKqQeI5P4uT7I5Wj75J77Nqzp6pkwCauHfOkoLxi3dXw9HRmnUhA383dXcwMLiSGJCEBBfQWlwQPxFTYXUAsVI/eUVJDL1atmxpTGe+WbNmfiKblW7xVVdd5Wci518eAhSY06QKhpL1SQxunJ+WkDbddKZIq3Y+00lWaePSILpbAqumuy1TaVikIE7lZxvNmWH8MFiLxWrSK5GTzKG3v7SQ3cHsmmeJBOvN22J9OSW5bjepUi/jJ9JdDYIJUVNlfHMRCJuai8Zsl51XfVxXTitL49w7xC42NZ1FABxAJs09EU/IHGJ2sV2q5KvqnhH15/6wrJjdXqpZU5pCgZoT8NGY3F4eJY1As5jX+FoTueoiSN2xEYNfnOoNhZMzntkV98FNo21x4hfHGBCzLyPN9FoI3cdtp99JmxtbuL28Y+Nbr2CartRLX5419x+zL54kuYlILsTBjORXGSEg4E9EI9Ceepko1fgakFlVmbs69RlxMrTCQfesMhUYEotN4plRgQWivFKrb8I/+RB+IuosbR9NQWsYwQINYke0Imuha2RfE1yCtoSkpkzUbMdV6mgr2QACIObW6lRqSpSCNlFFtsA6deqY2qLsmjAosYEu23T15srddNhiEwyJs+2XvSCzvpZjr1m4xGAvLIcweJhD9bbVRLYJMx6rM04eOUuW6dCS38LBZX8Tj4VYjlBVkzGllIUyuRtBTltjCvKnLr4OIUwIlrv76jNyxnRxGLKJ7DKBzeLMWwJRgeBgGD/rlVcAKTOpC5mB7JbhF5EnNlCAyCxGNhqyj0RCSX4MmDHw+Swz9eJaGYTwcEtYkdB50MuWJZ70xeCw2QiwuFaENx2QUyt5jGz87KiYIo1jXabGRiSDSIro7rBtt912cFNvEAG3NIylubbOM2yN5jBrTQQWl0twb3YXDRTkNKBZsGG2KWZJS1Dv5NhiAyKgufhGSEP54iSbXrlrJAYoVBIAT1BxBMKmFsdkNmqcy+LcM6wszlbCmrIdrYSTFmebAzHmoEuZzFt8kDmoyRM+7+cMB8zlyS3PkLk8KnMnzS2by0+UCr55lJryKkv4M+ubFXI7zrAyl2F2y3M2YEl6ZTxZYYay5bbmlvOYZ9GUx+nnbDHjz6XcvrllPHk/1SSaWX1qzf3OgnMWTbkj1MJy2NTK3/Tkh4qNkqdc+QKFBIFADUIglhIIVCQCYVMrEu0Zz3XssccOGjTI44fcDo6UmVEICgQCgUAgEKheCIRNrfz98r7i8cOTmKcd0kRSBQhBgUAgULURCOlmjEDY1BnjErWBQCAQCAQCgcDsIhA2dXYRC/5AIBAIBAKBQGDGCJTWps541KgNBAKBQCAQCARqHwJhU2vfnseKA4FAIBAIBMoHgbCp5YNraUeN/oFAIBAIBALVD4GwqdVvz0LiQCAQCAQCgaqJQNjUqrkvIVX5IBCjBgKBQCBQngiETS1PdGPsQCAQCAQCgdqEQNjU2rTbsdZAoHwQiFEDgUAgIRA2NeEQ30AgEAgEAoFAoLQIhE0tLYLRPxAIBAKB8kEgRq1+CIRNrX57FhIHAoFAIBAIVE0EwqZWzX0JqQKBQCAQCATKB4HyHDVsanmiG2MHAoFAIBAI1CYEwqbWpt2OtQYCgUAgEAiUJwK12aaWJ64xdiAQCAQCgUDtQyBsau3b81hxIBAIBAKBQPkgEDa1fHCtzaPG2gOBQCAQqK0IhE2trTsf6w4EAoFAIBAoawTCppY1ojFebUJg/Pjxffr0qZgVxyyBQCBQ9REIm1r19ygkrLoI/Pnnn6NGjaq68oVkgUAgULEIhE2tWLxjtkAgEKhaCIQ0gUBZIhA2tSzRjLECgUAgEAgEajMCYVNr8+7H2gOBQCAQKB8EauuoYVNr687HugOBQCAQCATKGoGwqWWNaIwXCAQCgUAgUFsRKG+bWltxjXUHAoFAIBAI1D4EwqbWvj2PFQcCgUAgEAiUDwJhU8sH1/IeNcYPBAKBQCAQqHoIhE2tensSEgUCgUAgEAhUTwTCplbPfQupyweBGDUQCAQCgdIgEDa1NOhF30AgEAgEAoFA4H8IhE39HxZRCgQCgfJBIEYNBGoLAmFTa8tOxzoDgUAgEAgEyhuBsKnljXCMX6EIFBUVVeR8Jps29qMpb/Sf8saAyqc3B0z5h/pP/WRYRYIQc1UaAjFx1UMgbGrV25OQqBQI/P333x9++OGIESPeeeedX375JY1Ujoa2qKDo+/emvNp3yqu3VT6NuG3KiNsmj+g79cMn08LjGwgEAhWMQNjUCgY8pitHBN5888127doddNBBvgcffHDbtm0ff/zxqVOnFhYWTpky5c4777z++uvLfHqh6r9jFhYUVDoVkaCgIEeogvgLBAKB2UOgNNxhU0uDXvStQgi8++67rVq1EqT26NHj9ddfv/322ydOnHjSSSe98cYbpGRZRa6vvfaaci4VD2GL1+Ty55f/sWAMmP9A+Y2V8bt8b/RsgTNbzJWBVcwZCJQ9AuV7A8te3hgxEJgRApMnT+7bt2+dOnWeeuqpbbbZZqGFFtpkk0369eu38MILP/DAA1p79uz5xBNPvPTSS0ccccTVV1/NxHbt2lUUy/SefPLJX3755ahRoy677LIOHTocffTRgwcPzvLGM5qthtTNgc0T8ef2mmE5q8QMKVCPGzdOnkA5KBCo8QiETZ35FkdL9UHghx9+eP/99w844ICll146SU2hL7nkkk2bNn311Vep9UUWWWTBBRecf/75l1tuucUWWwwPW3vRRRfde++906ZN++OPP+6///5PP/10iSWWmG+++Tp16jRgwIDMNmCuYfTzzz9bIK/i2muvfe+99/JWx/7dfPPNl+T8XXHFFSnc91zN4ejWrRu/ZNiwYbkdAQ5GqHJNgJk5JR999FH37t1///33XOYoBwI1FYGwqTV1Z2vRuhi/3377jZ1Ya621cpc977zzrrjiiuPHj8dwyCGHNGnSZNNNN7344osPO+ywunXr4tSFUWEw1lxzTeEpO3HppZcyGFtuuaXsMfuBp+bRr7/+2r59e/6EZLjgniPCHclb5ldfffXJv38i+C5durz99tt4zjrrrNNPPx04bOehhx764IMPqszoySef7N+/vwzBoEGDnnvuOfXmMgVHh0PjZ1AgUOMRCJta47e4yi2wzAUSIbGaws3iI6tM5rN4kxpWdvXVV59nnnkkjQ3SuXPnZZZZRix79913M6iiWzw1jx555JFHH330zjvvFKoOHTpUYrZXr165y5xrrrlYXLYw0c477yyy32677ZjS3r17n3322QMHDnz22WeXXXbZ66+//q+//sr6Sgk0bty4WbNmfJeRI0dKuavxws1sz2IXsu5RCARqAAJhU2vAJsYSCjyg0vv0eIYFKztp0qTRo0evscYaTGZWP8MC87nvvvu+9tpr55xzzh133LHjjjtiM0L2Vagx9Nlnny2++OINGjSwokUXXbRly5YC1j///NPP4vTTTz8J5Vu0aMH58BrN/2AgsbG7J554opS7p2g/E0kMpKyATK8d+eabbwS4EgArrbQSlyXxxDcQqNkIhE2t2ftbW1a31FJLrb/++kOGDMnSmJQ4Gzl8+HBh09xzzw0INblBVarxRR7/BGHt2rU76aSTWrdunRKV+DWlr0KVp5IK6JlZqvzFF1/kSTCKInLvoJK0M+z/2GOPff/998yn1rFjx8qle29WRqwsPOXPlROJZd966y354TFjxmy44YZnnnlm8+bN4Z9a4xsI1AYEwqbWhl2u+Wuk6L0R+u63335nnHHGTTfd1KlTp8MPP3y99dbbY489xKnMKlvywgsvXHfddX369GFOckFZeOGFl1tuOW+BnlTZ1Keffjq1plA1lWvMd7fddqtfv36bNm0aNmzYtGlTeWD4iDstMHe9yhMmTBg8eDAAvTdrnTJlikhUvTISsyoj5URbbbVVjx49jHzeeed5f5X7FfHvv//+zOpTTz2VeOIbCNRsBMKm1uz9rUWrE6cOGzasefPmDz74ILPqpVDW8ZZbbll++eWhwGy0atVq8803p+7fffdd0ae0pxSoJsSi6KVw8cUXs77nnnuu1CUeNTWPZGJHjBhxxRVXsHbdu3c/6qijuBTQsNLcJSuzi+JOQaqyVi/NUsEKiaSL4aYy/fQFHesrq4ztmWeeufzyy7t27brXXnsdf/zxbdu2FRDjqX4UEgcCs4NA2NTZQSt4qzYCSy+9tMe/jz76iE73tnr66acvssgimcirrbbaAw88oEksxcSKnGj81CrY2mCDDZ577jnPgaLVzp079+zZM9daJLaa8WUgBfSeRXkem2yyyf3337/DDjsAJG918roSv5tuuunKK68MH62rrLLKd9999+mnnypPmzbtoYceknJPLouajKSRvUnvueee+DHzdbbYYgtv27kvrxlzFAKBGoZA2NQatqGxnDlBgJnRLX0VMipekzVV3wI7d8011zzyyCN33XWXGLRu3bqHHHKI5bzyyit+ZpbP6+kTTzwhyvS6nHCQKOa1sMSDBg0yghR6ixYtllhiCX1zacCAAd6nW7ZsKYpdbLHFvv76a2MahAHOZYtyLUegpi4/bGpN3dlYVyAwYwRkaJ988kl2VBpcHD9kyBCRKNZRo0Z5h/7xxx+V0b333stebr311lkIW69ePUE8hiOPPLJXr16nnnrqMccck8wt/kTvv/++lO9JJ520zDLLqGGkzz///A4dOkg1s69qggKBmo1A2NSavb+xunJHoLDuvAXzLVxFqPAfSRYpnGeBWSybaXz44YeZxs8+++zmm2+WoU3Mhx9+uCdSr6Hp5ymnnOJNGnP66ct8brnllsOHD5c///jjj6XWRZ/qc0lT7969pZQxq/dk6/X6nXfeOeigg/wMCgRqPAKVbVNrPMCxwJqNQFFRndW2nmfX8+fZ9YJ5dql8mnuX84lRd4u2s0adwUOz5plh63/2atKkSbNmzYr3/c+OxbtETSBQHREIm1oddy1krjIIFBYULrBE4XLr/0PLr19Y6fSPJOvVWWKVKgNQCBII1C4EwqbWzP2OVVUMAkxqof8vKCisGlTgjyi+QYFAIFAZCIRNrQzUY84ahEBRkcVUFTtW6O//23dSBQUCgUBFIxA2taIRj/mqMwIheyAQCAQCs0IgbOqs0Im2QCAQCAQCgUCg5AiETS05VsEZCAQC5YNAjBoI1BQEwqbWlJ2MdQQCgUAgEAhUNgJhUyt7B2L+QCAQCATKB4EYteIRCJta8ZjHjIFAIBAIBAI1E4GwqTVzX2NVgUAgEAgEAuWDwKxGDZs6K3SiLRAIBAKBQCAQKDkCYVNLjlVwBgKBQCAQCAQCs0IgbOqs0JnEfE4ZAAAQAElEQVR1W7QGAoFAIBAIBAK5CFSOTZ08efK0adOSHL///vsvv/zy119/pZ/xDQQCgUAgEAgEqikClWBTGdFu3bp99dVXIBs1alTLli0bN27csWPHiRMnFsRfIFAQEAQCgUAgUF0RqASb+sorr/Tv33/RRRedMmXKWWedNWnSpFNPPfXNN9+85557qiuKIXcgEAgEAoFAIFBQUAk2VYS6yCKLLLbYYiNHjhw2bNjZZ5992GGH7bLLLs8++2zsSCAQCJQXAjFuIBAIlD8ClWBTGzRo8OWXX15zzTUXXnjh2muvzZoWFRVJ/DK05b/emCEQCAQCgUAgECgvBCrBpm600UadOnV68MEHmdJrr73WysaNGzd27NhWrVopBwUCgUAgUI0QCFEDgVwEKsGmmv6EE0647bbb+vTp07BhQz8XXHBBD6s77LCDclAgEAgEAoFAIFBNEagcmzrXXHPB66WXXhoyZIjCQgstJHide+65lYMCgUAgEAgEaj0C1RWASrCp06ZN69mz57bbbnviiSe2bNkSct98802TJk3eeOMN5aBAIBAIBAKBQKCaIlAJNnX06NHdu3fv3Llzr169FlhgAcCtsMIK66yzzqBBg5SDAoFAIBAIBAKBaopAJdjUF198cbnlljviiCPWXHPNOnX+EaCwsHDZZZf99NNPi4qK8nCMn4FAIBAIBAKBQHVB4B+TVsGyLr744r/99hs7mjvv2LFjF1100bzKXIYoBwKBQCAQCAQCVRyBSrCp2223nfD0zDPPfPfdd6dOnfr222/37t37+eef33///as4WDVIvFhKIBAIBAKBQNkjUNE2VXZXnHrllVcyqJ5U//jjj3322cfD6sEHHxz/W5qy394YMRAIBAKBQKACEahom5qyu82aNevTp0///v2HDRt25513Dhgw4JRTTkn/A5sKXHtFTMWHyJumeE0eQ/wsKwQqAOqigoLCAn/+07egID7VCoHYtmq1XdVD2Iq2qUnNyf2usMIKm2222VZbbdW4ceO11lpr3nnnnfbvv/2teiBXMin5EGnJstxTpkzRSY1yqvSzbKmUw+peXDaV995773333Ve2opbHaL/88ssll1zy4YcfpsFBTfhUVii+tNRUmm9hUcHkDx77685D/ryrbVC1Q2Dy/ScXFfz/f+lkaY5B9A0EMgQq2qZSc+Z+4403Lrzwwvbt27fL+Rs8eLCmGkATJkx46qmnXn75ZXrcctKSL7/88r333tvPb7755rzzzhsxYoRymVOai/EYM2bMn3/+mQQo+Sw//vhjx44dX3311dwuzz777DnnnLPkkkvmVlbB8u+//37SSSd5U+CuJfHGjh07fvz4VFbo0qXL0KFD08+y+hYVFhX+Panot7EFv44LKj8Eymnkot/HFf6TaIh4tawuRIxTSf9emiOOOOLxxx9feOGF69Wrt8q/f4ssskjN2JAHHnigbdu21vj1119nKxKF//33335OnjyZfmcAlMuJmEa5dOFaMrGzniXX7pJQX8Y46/LXX38NHz5c8LfddttllVWz8PnnnztCV111lW+S8JprrrnrrrtSWZIA7L/++mv6mbvqVFO6b2FBQejl0kFYOb0FFfYOlcv0jhkql6Fj0KqKgCNV0aLR0ePGjbv55psvu+yyCy644Px//7bffvuKFqUc5ps0adLTTz99/PHHU98zjIpWXnnlSy+9dJtttpn15HlXMe9n1neG9WR4/fXXJ06cmLEpzJBTZa7dXX755a+77jrZePyJPHKfeOKJ++yzTy5basq+BsnKWaF4ZW5NKqdv1iUr5NXn/cSWV+MnWn311S+66KIUpPqJ7f333//0008V0DLLLKN15513VkazWI7W2aHCon+sKaWMZqdf8FZ5BNIpKo2Yjhma2QjFxy9eo6/UC52pUA4UQ5Y9AhVtUx2aJZZYwuvpSiuttOCCC86T81e3bt2yX1+Fjyg6/PLLLw855JCddtrJTWDe8kT44osv9tprLwlV9ffff//+++8vtFp11VWXXXZZ+eExY8a0adNmscUWa9q06VdffYUH/fbbb2edddYqq6yinnlTD0b1a6+9tr5HH300g8GiPPLII+q7d+++4YYb4tlll11EbPrK5RJG8lZiYNddd33zzTexIXN16NABz9JLL218Eap37k022eTJJ580uHi6X79+m266af369U0k5jOUelaqSZMm5vUcvuiiix566KHffvut+oyMrK9gfYsttlhooYU23nhjZWEi5XLjjTfi19cLuvVefPHF0tQ6CuJHjhy5++67L7DAApbJrhtB/UMPPQQZ6/I9+OCDBdBedtddd10nh6js/THHHOMNFfOtt95KcgaVbM8995wEuy469u7dGzMiiWXec889hiXhqFGjDjjgANNxcbp16yZtMGDAAIsFEc6jjjrqu+++wxlUmxFwLOU5ttpqK+dko402ci/UAOSPP/7wfOPkOCoedNx3lXmEk0u34447tmzZ0nlLrQ5qnz59XFUDOqivvfYattTkq9y3b9903ZzzdDVcLoGH84khqFogUNE2lWKVRaQWr7/+enqfHhezJipufqoFgrlCuhWeimlzfgPT+MEHH3z22We5DMouGJJl9cXv5ZXqP/vss1u3bs1u7bbbbowfLc9UMJb4GZLOnTs/8cQTZ5555rXXXquXa/zTTz9pcuvUGAT/euutJ98r/7nnnnteccUVBsHvis4333x//fXXlltuCXC5AcwslivKQHrS/uSTT/wUNxvQ66MxGT/DKjA/Rthjjz2YqwMPPBDbnXfeqZUA7J9W1tELpYdh1kilLhkNGzaMf8BG6mtFlAJfW6vZhwwZYr2nn376YYcd1rNnzxdeeEH9e++9J1Ver149/EJ8RpeoxsQv3CfeySef3KpVq48++qhTp04tWrTo1atX8+bN11lnHSBTTwTo0aOHEW6//Xb+BLhYRAI3aNCgWbNmd0z/85PRpQ1NR08RwHmj4E477TS+BTQsn9lWc/XVVz///PPMv9kxB9VaBJwTB3K//fbjmXFb3QIn0O1wZribjqLb533HwXNK81B68MEHTzjhBB42O0rppVbn051y8p0u/rFCrn5wDm+66SaOuGF527Sivs72aqutRmemEeJb9RH4x6ZWsJQ//PADU+rcHD79r/2/f6KZCpakzKejmpkTSWyKnt/g+9Zbb7ENM5wo3bSlllpKZOlasqArrrgiU8EiHnnkkYyZeEvHjz/++JlnnhFoal188cW33XZbF9uwmpBgkUFl3sR87KI7LAQUoZraPeQjC+bkmU899VT+r3CN6RVostN24aWXXqIXhNR2gN1ydQ2YiDnhicuUnnvuuSLpc845hzzMP2OMQWh7xhlnHHfcccTGI8+cu0ZK57HHHhPwQWD++ec349xzzy0friMSnlIoFtixY0czPvHEE/oamQ/B/pFQTLzGGmvQZfDRRK0QknoS3PPraSI/27Vrxyha2nLLLSdg9YjA919zzTXlP0QV48ePlwwgsFS2ofad/sfAYyYAAinng6WnJY8//ng5YT6QFLdhbQcJJVG++uorvgjmoFqLgJPAj3Te3BEHnkPmftFdjreTz8+jwLp27Srn8fbbb+eh5HI5WtJCWT0f7oYbbnAY+Xxt27blFzrz2DIG51baTp6G/XYBHT8pJU6n2d2LjC0KVRyBSrCpzk3jxo0POuggcQMLQfUnEt5VcbD+Uzy3QtwmJhMV3XXXXYJRMRmrMIuOAkqqH4NrwxBuvvnmIkvmRFrVHVbPEXb33EBXCzEALI2RNSGWEqeCIC/dQ+U8EgUySEh38Z9YE6dIjqljp83FLLHW7F/W0UIYFfmuVGnL5EUZKvccD5vK6uilXsckp/pEbCqr/+KLL/ISzMhWvfPOO6x4aqWnZGiVWUeD80LgY40Gp6fwM2z65o7ZsGFDQurCahJMJkBYcPfddwPKIFSV6eTleP26s74Sv2TAPzMSfwCN+cRgFbYAFI8//jjngwNBAHGqEeCMIajWIuB4uyBp+RMnTvQ45fnAeXP7FFI9B9qlcIDTz+x7/vnnyyc5n1mNUycXssMOO/AFVUodu/i5eWMH0k1ntt1NV8Ml5Xeyweuvv34cRYhVF6oEm+qYytQh6UGHhrsnaYlEGNUFtZnJmTI2Dz/8sCi8d+/eEjtDhw4VPs6MX32yFu6MAlKTKCu7gfQ+M2OcRIJFkWjGljhzv6kpfd1M9pg6SJLccsst6jEL6Rgz5Gdxwo/HRKmJeMpej9SnGq0KvkgBg28iNWQ+6aSTqIYkMB0k3k2tuZxqMCP8npcmTJiQ+BlUb1GpNfsqUDr0l+CALy+0dWaoNiKxiILO1JfuY6e9leKfGdGVRIJMYiAACyp0btSokZjDOAL31BTfQAACP//8s4vD33VCeITMoWcLV5Kz6KY7PAwttlySp3Fts9Ou4AY5cs5wxuZCOc/ZT0GFrLLckrwLx46GlHOSvOFuMsZGyDijUJURqASbCg5Ri8SmVwp5S+989CMHTX21JvfKyx0XYfTo0fKrSM6WAyF99J/rotZnxiNBynK40t5X3CsGQ+rSNZ4Zv3r2ks1gXcRzrjEnWkJVRCvIkz7FgPjIvlJPbrXbLrw2vppEcqGyCJ52vPEYwVoee+yxLbbYQiSdGEiSCumbKz8jR/sY0HOyVmabUmAmlVEup5+IRaQ7+B+vvPIKYUxHg5BZU94sQn85XuaTwfY0Je2MgUdPMCmyJKqF62tFurOdEIAY8jORLnQiLWk6MEJJXzGEGm+xwm5vzCL7jDkV4ltrEXCEGE4Kim/qrLpcV199tVvpph977LHMqmPm2MwQn+y0K3Ac8TifvhmlyuxnmzZteHXcXxlm59A5F3UIeb30Jy8z44xClUWgcmyq1KiwgCNGU3s5czQ9B1KmVRamkgjGAsk6Nm3a1P1J/BzPjTfemOvAVKhRT6ErlJzws4UdOnRgmGXLW7du7dbJqbLfaRAMqZD75Qt7krnkkkswu8M77rijZ0vdveIMHjyYUsAs4SnPSU2kMcWRhFefkWddtlAXDEJDOsVo0q0Zw8wKbKo8M8HIqS+iERi8GfJjU+/ZqUGDBl6FPXDiJ2r6l+lCTGtGjCjrfs0119x7773etxwbD05avWl5H02i6u7xePTo0erlcr3jGpOv42ciYzLhMLnwwgsxW5TuKg3uoVeNcTIo1Kde8a2dCDif3FlGzm1aZ511Egii1T59+vDqbrvtNm8NLoVLmppm8fViwoLyHTMeXqxrmP3MCg6zjJdjPHLkSLGsS7rsssv2798/Y4hCVUagTsULR1PTYhSoIIlNHTb9vyNKh3rQqnhhynBGPqzUjafibEwOLL0vDykG2nrrrZkWOppLq7Deeuthc0uZK9dG2dOLejZYGcmEn3nmmfjdQ6lIWMn3urq77bYbNzl1OeaYY1gj1x6/51gvl+JRZfO6gZ5zdt99d2Gc7tyXDTbYgBEV6plRuKn+p4VpVAAAEABJREFUrLPOkiRYd911t9xyy8SgL79YjYKnbo/BrVq14hkw6jZok002IQ/5Lcp7Kp46derI2e63337q/czIXAMGDDjuuOMkaRlLjja/Xutmm21m3wGl7MvaWZSy0TgN8mleTBk86yKzemXycBGU0T333GPkhx56iPtC01FP/fr1EwHDVr6dOSSqKeSE0xK8sEqjgZQFhZjle5o1jii8e/funh5EvUwpD09Cj5bkWADQ4aQr99hjDzBiTvAqBNVCBJxJJo15826au3y31RlzbM477zx32bHMbZ1hWcqqXr163MHkYTvGciQbbbRRHvOUKVP69u1rcKfaM4R7jVwBTm0eZ/ysmghUgk31DrHooovSyw4KTadM+zuy1f2/9+vlQ/CUFHG22bKgPFxR4w477CAAUk+hC+DWWGMNZVdRvO7OKHuAOeKII7I7xhfu0qWLesSs0vWdOnViBtgbRiLZMMajefPmqcxEMQmuIn7knp999tkm0mp8xlUmgD1j8omhBg+zqvull17auXNn/GZRqWwuBR3r16/PTpuUsZd/ZkHV86ylpGgTZTzicq0KfmaEc7nlljvkkEP0JQZkUnDMpJGBqDiFs9bORVBGRCIMfnLuu+++0FBpOaJJciqzbdQQ2Qwln4zB+TGUqRHjzYTrbjqp4LQLeMhmQL2cNPIw8IZCphNMs7jWwt4T2DmEDDTslACXo5AAMTj+2kCxxjwEaCrn33lz8JwuV09SzTk86qijOMrcPkfFQ8NVV13lHPLtnHneZxqE04ZfmkRyWIELqCMvVgaFH+lYGtCt5Don/uz7/PPPe6DBYF4Oogzwk08++fbbb+uFxyC+QVUZgUqwqR6x6CmnEC7piPgpcsp99NIUFAjkIuCQeMHyTCszzDqyzQwh6yvzlssW5UCgrBCQkhGhMmYcskS0FpXl+PFBuXQSIcytbJMZeWAMKr9QOZEufsqOKDCQKhlRVnm77bYTs/LerrzySr3UZ+SlxjsFQ87PUylU1Z1hNrKMlBq3wDeoKiNQCTaVa+bZX3JSDsQRcUbfeOMNLqEQqiojFbJVOgLHH3+8tJhwnHEV/cvZcuQrXaoQoKYiwHBe8X//ZDJ4ct47PGdIighAJUjS8plbORXpjfRTDqlbt27Te//z0VFihq5jZS+44AJ9RaJsbWLOvgaXaPEekWqkW9q1a9etWzevJJpSZXyrOAKVYFM9YjmL0pIScXxAB1TiVzZPRsWZq+J4hXiViABnf9NNN6WV+OzSsyuvvHKlK5rCgqKCBZeps/wGhUHVEIE6y641/V9+UC7//gMBQ95lKV6TxyBs9Srkm1cfP6sRApVgU6HjXeH222/3WuaVnqI84YQThgwZIon3n2dO36BAoEohMNea282z9xXz7n1lULVDYK6dzi4Xc1qlDmhNFaaqrqtybCrz2aZNm0GDBnl+R127dvV+EAa1qh6SkGumCPyjkYv++cyUIxqqMgJF//zbU6uygCFbtUOg4myq19Phw4f/+OOPf/zxxzv//o0ZM2bUqFHp19ixY6sdfCFwrUcg/Sve0rfWg1HdAJjux9s7VN1ED3mrKgIVYVPTK+kHH3yw1157DRs27P3339/s37/Nc/569+49+yhFj0CgMhEIZVyZ6MfcgUDVQ6AibOp0Z7BgzTXXvOaaa9hQj/B33HGH99S777770Ucfffzfv7Zt21Y9fEKiQCAQCAQCgUCgpAhUhE1Nsiy44ILt2rWrX7/+Yost5vWUiW3VqlWzZs2aNm264oorSgivuuqqiTO+lY9ASBAIBAKBQCAw+whUnE3NZBs/fnyHDh0+//zzrMZTa9euXUeMGJHVRCEQCAQCgUAgEKh2CFS0TfW2+tJLL/3yyy/ZP5QOZBtttNFaa63Vt29f5aBAoAYjEEsLBAKBmo1ARdtUb6t///03yzp58mTlBG4qp38/V6qJbyAQCAQCgUAgUO0QqGibCqDGjRtPmzatS5cur7zyypdffvn+++/fdNNNzz77bPPmzbUGBQKBQCAwmwgEeyBQVRCoBJu6wgorXH311ffcc8+ee+7JvjZt2vSss87ybdWqVVVBJeQIBAKBQCAQCARmH4FKsKlSvi1btnzttdeuueaaww477Iwzznjsscd69eqV/pVes7+E6BEIBAKBQCBQDgjEkLOPQCXY1CSkaLVNmzaXXHJJp06dttpqq3nmmSfVxzcQCAQCgUAgEKimCFSCTS0qKvKSeuyxx+4//U/Kd/p/7j9o0KBqCmKIHQgEAoFAIBAIQKAkNhVbWdJPP/201157PfnkkwoPPvjgXHPNNWbMmNGjR9erV68sp4mxAoFAIBAIBAKBikWgEmzq8OHDF1xwwaFDh6Y31H79+g0ZMmSZZZaZOHFixa49ZgsEAoFAIBAIBMoSgUqwqb/++usiiyyy0korLbHEEnXq1Pnhhx+WW265Ro0a3X333WW5sqo/VkgYCAQCgUAgULMQqASbuskmm0yYMOGLL75YdNFF69evf+21144cOfK1115bYIEFaha2sZpAIBAIBAKB2oVAJdjUjTbaaN11133ggQfq1q3bbfrf5ptvLiF86qmn1i7sY7Xlg0CMGggEAoFAZSFQCTbVUgcPHtyhQweF5s2bv/zyy3379n399ddXX311NUGBQCAQCAQCgUA1RaASbOq4ceP69+/vJTVBJkht27bt6NGjZYBTTXwDgUCg6iEQEgUCgcB/I1AJNvWrr766/PLL8/6J+c8880yfPn3+W97gCAQCgUAgEAgEqioCFWpTJ02a9MknnwhJf/311w8++OD9f/+eeuqpF154YerUqVUVpZArEAgEAoHyQSBGrVkIVKhNfeedd9q3b3/66adL/x522GH7/vt34oknzj///Mcdd1zNwjZWEwgEAoFAIFC7EKhQm7reeuv16NHjggsuWHLJJXv27Hl7zp8X1g022KB2YR+rDQQCgUAgECgfBCpr1Aq1qYssskiDBg3222+/e+65p1mzZg0bNmw0/a9hw4YrrbRSZUEQ8wYCgUAgEAgEAmWCQMXZVM+l48eP//vvv+ebbz4h6c8///zTTz9NyPnz2lpUVFQmq4pBAoFAIBAIBAKBikeg4mzqF198sfXWWz/99NOffPLJdtP/tt9++9122233f//uvvvuwsLCMoYghgsEyhMBPmDRX78X/fJdULVE4NcfyvN0xNi1EYGKs6mLL754p06d1l577WWXXVYBnXLKKaeeeqpvIha3Nu5AsTUL5UeMGPH1118XaymXihqQGyj5EkrOWXKsi756bfKzVwZVRwSmvHTj9I3mGk3/z/gEAqVGoIJsKl3Gph5xxBGrrbbaEksssf/++++zzz7t2rXztop23HFHBnW99dbDVuoVVacBrPf111+/7rrrPvvss0xuWfFu3bo9++yzWh977LHmzZt/9NFHWWuZFwoL5yQ3QIyLLrqoadOmY8eOVa5cKiz87yV89dVXe+6554ABA8pY1KKCot/HF3333rSgaohA0Q8feW4Ki1rGl6J2D1dBNrWw8B+tV6dOncLCwj///LNJkya9e/dmMxL47EqzZs0+/fRTrammlnx//fXXq6666qyzzrrkkkumTZuWVg0WT8uiVT/r1q07//zz+yqXE0kYNGrUaA4Gn3vuuRdYYIGqsGV8Di/0b7zxxixWQU5IzjXXXLPgmZOmwgIaefrOOeFB1QyBogLnoqiwaKY7/9tvv3355Zcff/yxpyuKK+ObMGECP9gz1nfffTd1Jv/D+smTJ3/zzTfffvtt1kvBlf/8888NyMlLd1xlRlqpQSObN1UanGM9ePDg9DO+VR+BCrKpuUAMHz7ciTz00EMd51S/7bbbbrTRRjfemPIwqa5WfEePHj1u3LhjjjnmqaeecnWLr3mrrba6/PLLV155ZU1u9Q8//PDLL79wQXR0Y1UqvPXWW0Jb5YzGjx//2muvvf/++5kW0Ou9996bNm2am8z2YMDsuqa7PXHiRPxuMnPuntMUpnjzzTfdcGyJpkyZ8uWXX+prxjT1YYcdRrallloKg46///67KYyTq0ToFGJzEd5+++133nknk0eXjAxrXXhGjhyZKzMhx4wZQ7moN6YpdBEWk8FQpvMTmYKofpqd2NaokrR0k5/0l7IaLw4XX3yxoF85EeRJa0ZTq4EGBHRBeXhqnSUVFRYUzpKh5I3BWcEI2LjCgsLCGc7qGJx22mnOeatWrTj9l1122R9//IHTYT7yyCPT/7p+7733fvjhh1XmkaN+11137bTTTscee2zW9P3333vnatmypUTd7rvvftNNN/31119Zq3PIt3ZKOdmUoZ/O/LvvvnvrrbeusMIKGVsUqjgClWBTaUnhwqKLLpqgcW7mnXfehRdemLpPNbXkS/szBuwlmyqCf/rpp4svnAE755xzWBTMt9xyyxVXXHHUUUfJmaP+/fv7efDBBx9yyCEuKqupOzCHDBnSpk0bDG3btu3YsSNjo569OeOMM26//faDDjpIEwa2RFP37t2feeYZVk1lz549zdK1a1dj+okMy8zoziyZzkQqDXv99ddTLo8++qjLbzcxMF3t27fXhMEUJtJF/T333HPBBRecfvrp+iI2mP1Wn0t9+vS5+uqrTzjhBAxGsKhky1966SX8J554ojF79epF+1AuBx54oJ84CWlRxhk0aBCIhAsXXnjh4Ycfjo0qFP0bCic2vQjDjTOaMXWxTE4MZgzYzjvvPFKRgeRqUIcOHegynEG1GQFniSvGzt15550eDpwQF5ZDeeaZZ/7444/OpHO+9tprd+nSxQ3NBco1dDXYVIkcvlrW5LoNGzbsyiuvvOOOO5hkP5nnrNVde/HFF3v06HH88ce/+uqrTizDjJNjvfHGG2dsUajiCFSCTW3QoIEQhCZ1Oh0+ANF0zz333GabbaZce8iNfeKJJ7bccsv69evvsccebBsjl7d8viqzilO9oM01FtAPHTpUF8aVn8u8nX/++SzEk08+iccVZSFcQskATS+//DJLA2SWjzrAybz17dtXsvTcc8/lx7A97vaaa66Jk4Msyez2Mq7PP/88jeD7+OOP687onn322ZxuGoEBExqyqeI8sSBzpczpZlbtKUnWWGMNQ9EO5GHqPGFSDfJXNMXNN99MDPW5ZHCi8sSdAYbZ6zKFgoGd40Zw7cUBwgL4nHzyyZtuuimR8ItWTz31VOaT/aPyVlllFbMTmH/G2FN2cDAgA8mUJjlFzD/99JORzch18MAPSW8QxIPz6quvzpzrct9997HWd999t4VjDqoJCMzRGpZeemmnvXHjxi5d69at6Svnmfl0PBxU9U4j2/n1119LnOTOUFhY6BZwQz1yZfW//PKLo+VANm3a1IAulAMmKZIxuEc6CjYWXHBBBcbYpXZ0uXreWTK2KFRxBCrBpq666qo0u0SKN7AddtjBudxrr72WW245yrGKg1WG4rlO7iflzsNwf9w0du7DDz+c9RSCKrXiL/UAABAASURBVHHbMsssI9B04QcOHMgR2X777ddbbz02Rt9kjXbeeWf2wz3cfPPNmTTjazIjM8l4q2zRooWEKh3h9s4zzzxMqZvsuRHbbrvtZmTdWRqWm0nDxsCsttpqokOZXuaT7VliiSWyYZ999lk5ZKbLWlZccUVG0dRsp3DQgFtvvfVFF13EZJraLls1SdRn5Kfo05Fg5KTFGjZsyHymVkG8JFi9evVWWmmlBx54gOHs1q2bsjHVm5Qum2+++TgHAn1rsQqKScRP3ykz88QmKoueBkxfeopb0LlzZ1GI6fgQxBOImEiyhP8BT0lmQyX++NZOBJxwGTVrd0Q9Ewg611prLZfFYXN+vJIwey6Lr7AVWy5J+bqnmLNKxtidovQMq9LITvIPP/zvf8zjtLuMUjv80dTECe7UqZNxUhe9gqo+ApVgU4EiqSgEYSGcMNHPpZdeSt3TjJpqCbkkoivpncGDB3MvfFkvdi7ZoZmBwOowV1rdPfbAfXbb1SAXW8jIEjCHAjghHWJ1NtxwQ/zYfNkkX2WmUQG/b0ZEUr7tttskRWVi7RE7neRh7Fmm1AtPLunFRKlZf/31fRGNw22iZRhjPxdaaKG0s/TLIossopIA6nMJgxWpUTARhaWMll9+eZZSgXljjLlfBvETcSYElxIeyrlkfJ6KANRLGASE6YzukksumcsDJbOkkbN6DoqFH3fccXq98MILhERZaxRqMwLOv3tBXznk/MJmzZpJbzB48jGyL85Juiazhki2CedCCy2UsTnzrm3208jyzIJg+ap99tmHWuDFegeRKxbg5t3WrFflFmL24ghUjk2VoNtll13kVRwXWTiZPfEN4Zw539pA7IFb6hbJ6I4aNYoZ4KXKajIeM1v+DMFh0lDqosC4MpxeECU/E4nntGryTZRbTjXZ1+xiUIGvPKpB5KVTE1PHK6cU0s+8bwpwpbayekqB7sjsX1avYHakMEMyBWQWW2yxvFZOvaWlzG1qUqaS8uyiJoOrF4hbQkLAd++999aUkYDDSnPVmQBCEo/G5Orh33HHHTPmKNRyBDi7zJunAc8ljrSj6AHVkyrPzPOH9IbzxkX7T5SwOZyuRi4nTZj7s1GjRgYXm77yyiscQekW11ASxRuNd6JczihXWQQqx6ZmcIghHFM/nbbsq1CDKZlGN0SM5V3wjul/9LhbOmLECJUzW3uCKLc1DZXVQFKA6KqzTHKeyr6SSBlDKuT1oiNYFzZGqydMmU+PPWuvvbY4WO5UJXK3hbxsvzLzI+Oaqxokk8kmZ6UVceo/+eSTddZZx8h+loS8YsqM4TSjwbNXKMOqRFQPgyf6xOAnYvvlxMyibCLhqVUrO1GSHyJ+rZafiE+gKSOujDD6gw8+UGPtwnFBsBod1113XSpMHl5TNrtyUO1EQADqYd6LwNVXXy1LlO6O83P00Uezdl4N3C8+pZwwfFKrwgyJ3XVQ3Y6sVUrJUNlPBSMgV8B7ireJl19+2fuLlxFZmYdn9N8u1iWoqiFQFjZ1Ntfk0LAl3vBpPXlCutthFdYIFGZzpGrJTlO7qF4oZWUp8bQGlWyG+9mvXz81fiIFBKJU9k2kMhV888oCLO+d3qfljrzRyqtLBmQ8hsrKCokkssR8uniqtCMMpKSWa7zddtupT1OI81hoT0QHH3ywEPCaa65hWTUlkpKVK6ZiTN2qVat99913//33b9q0qfExZN9USDXKucQPMKNMlzd1b5nbbrutVpyJlFH79u1N5Ln3gAMOsMzhw4fLTgvuNcGN1aSDrNpPs/sS4NBDD23dunWjRo2SJTZaQoAGxONl2qQWDiKW2MiiAfXbbLMN+2oE5Kz6BtVOBKRejjnmGCfNUeGxSSmlg8EbYxo9eTz//PMdO3bcY489aDOX2jto8sbAJbp16n7++Wd5FwURLUUn8ePFx9Msp1OaV+rF4cScS7xVuSU3zus+a83HNbUMMJMcpzEXqCpbrgSbKiLxDkHzXn755bJwvrS52IgSr7Iwla1grt+uu+560UUXJRWfBpezZSSkmLgXjEHDhg3ZAJXus3dTZep+55135urid4c95Cw6/X+PJIbz0mNA9Z485angucUWWzBObdq08Uaofs011xQHu5bKiE3y3CgZ5ZbqKAPPAulCHq43PbLxxhtfcMEF0qfNmzcX/pqoV69ebCrDz0rpyw1i+U466SQ7aECbyJFPgxjN0nRRb3CykVBZnvaII45o0KCBtfiZS7TS2WefLUZkUxk2pl0rC0oSakUZiTg5ImeccQbZWrZs6QGeRVSPjExslR4U6Ckdb7jhBtKynXSW12UvC55yQbHJJpvgh4NxvOI7dbrItsHNCDiJd/rpp0sbcA7ggzmo1iLw+uuv33TTTayaM8lDRYIBl5dd9FzlkjpFW2+9tWDAxWH56DScCS6JYvyPPfbYW2+9paCjjIhKWRC3gPs4ePBgJ82FSvzp62owqJIuvEM3nUpkm7Exye6d1sQW36qMQCXYVI/wwgLHUdBDbTk3hx12GGsxcODAqoxUGcrmtoi6BIi5Y4Jiv/32o8pZKeZzww031MoYAIcNcJ0YHmbM7VVfv359F1VwpsyK7Lfffh5BlRHz4Kd7Lm5z7ZkilfjZZrZHGW211VZMDjEM6yvyw7zDDjv4iVNey0+esjDXjGyqeuPQIwwzyyTjSgzminZI9pLwHpb4BO6/yC8JZiJjUjQkVF5ggQVYwSw0V5MRw2kugx911FEmMp0m6oZP4KgoJxKVWpGlHXfccWZPlb6EodrMziQrI31Ji/Pkk08GKfGIZHZmGz8SNFi1GbkmQnMSMuQ2xcLxC1XF3JBJkuAPqoUIcM68a95///0eGhJRWY6E2FSqpnv37pzOrl27OkvAcRFYUOdHGbluutx3332PPvqowkEHHeRYOvzSObfddpvuMlLcTZWYMxLU/vDDD46lW6zSRTOLSfHrqyao6iNQCTbVcREe8cUoMmUPdY4pjSajUvXxCgnLHAGmi9ku82FjwECglAhIxnDdckl+iLJiROUzZJK4aLJKaRbWUaUnkvTTy05uR4kiHTXxkrHpaygKUE0u8TulfORXUqV7oSNm6avUPdXHtyojUAk2VQwh8HrhhRfgwlMTTHhakFoUEqkJqm0ICC554kLJilp4zBMIBAKBQHkhUAk2VTbPUxYfULQqA+ltz6O9JKFsSXmtMsatwgh4x+XUV1s3vKjOUmvW3bBF3Q33Cqp+CKzTvOCffwlCURW+HyFaNUOgom0qOwohr6eeUanRJZdc8sILL/TA4FnC672moECgGiFAGddZYYO5Gh8+V+PD5q7lVA2XX3eTVnawGp23ELXqI1DRNpUdBcqff/4pNpXyPfXUU7t06fLSSy95nFcfFAhULwTqFDjRcxXUnbdwrvkKgqofAvM6b2FWgRBUVgjUKauBSj7O1KlT2dFWrVoNGTLkvffeGzFiRMeOHT2sfvnllyUfJDgDgaqAAHVcVBD/rreqsBVzKEMhr2gOu1ZQt5imeiFQCTb1k08+ufXWW4877rjb//3r1avXhAkTrr76atil5LBCUCBQ9REoTCL+//9IP+JbbRCQZJgua+zfdBjiUxYIVIJN/eabb+add9527dqtvfbayyyzzEorrbTTTjvtscce6d+p8u8pL4vFxRiBQCAQCAQCgcAMECivqkqwqZttttnCCy88cuRIIWmyoL///rsksPryWmWMGwgEAoFAIBAIlD8ClWBT559//t122+2KK6648847Bw8e/OCDD1566aVvvPHGJptsMnj6X/bPzCz/5ccMgUAgEAgEAoFAmSFQCTZ14sSJTOfLL7/cqVOns88++9xzz+3fv//kyZN79OihjIYOHVpm6/uvgaI9EAgEAoFAIBAoKwQqwaZ6Q3399dfHjRs3ZsyYESNGMK4Sv6NGjVJIdPjhh5fV8mKcQCAQCAQCgUCgwhCoBJvqDdV76kILLeS74IILLrTQQr65FP+Yugrb/nKbKAYOBAKBQKA2IlAJNhXMX3zxxY033ti1a1cvqRk9/PDDmoICgUAgEAgEAoFqikAl2NSpU6ceeeSRl19++UMPPXT++ec//vjj99xzz8033/z7779XUxBD7ECgghCIaQKBQKBqI1DRNrWoqOjdd9995513+vfv/8ADD0j8KgwbNmyttdaad95//jlhVRuukC4QCAQCgUAgEJgpAhVtUz2mjh07doEFFthwww2XXXZZT6cTJ05cfPHF99xzz969e89UzGgIBAKBQKDcEIiBA4GyQqCibSq511lnHelfT6rK66+/vsTv6NGjP/jgAz+DAoFAIBAIBAKB6otABdlUKd8Mo5VXXnnzzTdP/42ks84668Ybb9xjjz369evXoUOHjCcKgUAgEAgEAtUcgdoofkXYVAZVyjdDt06dOpkFbdas2ZAhQ9q3b//ggw/uvffeGU8UAoFAIBAIBAKBaodARdjUzKB+++23Tz755B9//DHvvPMuuuiiCaxGjRqJU3/++edp06almvgGAoFAIBAIBALVEYGKsKkJl8mTJ/fp0+emm27666+/RK6pMn3HjRt33nnnvfHGG+lnfAOBQCAQCAQCgeqIQMXZ1EmTJr3wwgstWrQQoWaRa4Jsyy23XHXVVW+++eb0M76BQCAQCAQCgUB1RKDibOrUqVOZ1aWWWgpMeXHq3HPPveaaa44ZM0ZTUIkRCMZAIBAIBAKBqoVABdlURrRu3bqeUb///nvlPAy8sH766acLL7xwXn38DAQCgUAgEAgEqhECFWRTJXvnn3/+LbbYwpPqm2++6WdmWf/+++9Bgwa9/PLLrVq1qkbAhag1FoFYWCAQCAQCc4pABdlUFnSeeeY5+OCDFXbeeecDDjigZ8+eAwcOvOKKK/bee+9jjz22cePGLVu2nNNVRL9AIBAIBAKBQKDyEaggm2qhrOn6669/991377nnnq+//vqll156/PHHX3XVVbK+RxxxxA033CAzjC0oEKhGCBRVI1krW9SYPxCoDQhUkE2V7EUAXXXVVfv27Tts2LABAwbcfvvtvk899RTLutxyy2kNCgSqGwJFBYUFRf6vuskd8kLAxiVSDgoEygSBCrKpebKuvPLK22233a677upbr169ZG7zeOJnIFD1ESgsKigoKiys+oKGhDNHoJpv38wXFi2VgUDl2NRspRLCWTkKgUD1Q6CwYNrXb0weft3k4df+/VxQNUNg2iu3hUGtfpeuaktcyTa1sDCOdNU+IFVSurJyxUo/TlFB4bTxn00d9Sia9v6jQdULgSmfDCuQu/+HCuIvEPg/CMzpj0q2qXMqdvQrFwRKb2PKRaxigxYWlo0rVlhYNuMUEzAqAoFAoJYiEDa1jDf+s88+e+aZZ/7+++8yHrf8h5s2bVqnTp26dOkyZ5ZV99dff/2VV14pb0mJ17Nnz4MOOqj0E/Xr1++TTz4p/TgxQiAQCAQCCYGwqQmHmX1nWk+zv/baa5dqUh8VAAAQAElEQVRccsmoUaNymZ577rkLLrhg0qRJ33777dZbb33ttdcyNhjw+84uzbBXVmnkqVOn/ueYGX/GefbZZ6+88spff/11VqMwZMiQO+64o02bNoWFhalL+moqCXEjbr/99ltuuaUkzCXnIQOyUl+9fN94441bb7319NNP97OEpFdxTpWHHnroY489VrwpagKBhIBDgrLjlyrTVyXSmn7O8KsV5TWpSZRXn34WbzILSq3xrfoIhE2dwz365Zdfevfu3aNHjzPPPHOGhm3eeedt1KjRKquskiZgqFJhtr4z7JVVnnPOOeuuu65LOOsxM/6MbY011th+++1JmNX89ddfb7755qBBg1ZffXWVqUv6+lmJRAZuCu/k448/Jgbl8tFHH5188skbb7yxnyUkg2ScGVy5lVlrFAKBDIEpU6bIu3Tt2pXvddFFF73zzjvp8PCYH374YYfw8MMP79Onz/fff591yS189dVXV155Ja86qzTgsGHDTjvttHbt2mnKy5E42y+++KKJLr30Uv560ioTJ0488cQTe/XqlQ0ShSqOQNjUOdygL7/88ptvvjn66KOHDx9OyxcfZZFFFjnkkEOYVbr7559/fuutt37//XdXhYX48ccf8Y8fP94F0zddHjXozz//fPXVV5999lnjpwuskrUz108//eTKya/iR++++647ybQ//fTTb7/9thqRooLMM5owYYKOGZmLnEOHDk1TN2/evEOHDksssURicNU///zzbbfddoEFFiBkqnTDR4wYQfIPPvjAgGPGjMnkSQzpyxiPHDnyqaeeGjt2bKrJvuPGjVP/wgsvkDyr/P+F6f+hr6UZnL0kw/S6ArPAxKLEo3/88YcyMYxg7SotYdlll91ggw0wwwqqv/7663fffQex0aNHA2Hy5Mkgevnllw2OB2k1heUY2U9zEVghj/T95JNPcFKjv/32W15r/KyFCDjSXkNcGT7offfd5zozk3C48cYbjz/++LnmmovHfPHFF1944YWOovpcclwZ3csuu8yhzepdh/bt27uza6655oABAxhLhzNrZZuluDiLCy64oClYU2fyoYcecpJbt26dsUWhiiMQNnUON4heXnrppY866qhFF130kUceKT6Km8MVpes1UffSrUceeWSrVq08BB533HH33nvvrrvuevDBB7do0YLPm9T9F198sf/0v7Zt22q9//779dXEb3XHWrZseeCBBxrh1FNPpfSvv/76xx9/3IXn8wqXXbwzzjgDj5uPpHC51bojhtZPcxkWsUNPPPGEC89eakVC7T333NM4JteXGVPJOHXs2JFO2XfffVUagXVUn0vsGS9+v/320xcDY5ZayQwTS0v1NIKlpabs+8MPP5x00klpcLNboCZK5Oabb7YKHQ1LoUjzduvWzSt1586diZGI6jGFETR17959xx13tK599tmH/gKyjmZUSHaa40KRMc+cG1Nw+fVSyKPzzjtv9913N/4B0/94EqbI44mftQqBJZdcsm/fvt53XF6Gk8vl7vBWb7rpJgeMNT333HN9XUOnJQ8ZTY0bN95jjz2yel6dy9KgQQMn9qyzzhLg8hpz7xS/2fnfa6+9tttuO9rDHWfUBw4c6GZl7m82WhSqLAJhU+dka2jbIUOGNGzYcKWVVpIXosoFUnkDuUKuXwr7/v77bxdPsCgGYjyEjGwA4ypKc8doc+qeUZT2cYuEYh9++CHzxq64ZoZlODm8TZo0YchdMG+W7rDMsyjZs6iH29tuu23++ednhpln1kuky/8dPHgwOd1SJplP/dJLL7333nsGYUrTddVk8Kuvvto7KBXAbrH0tMYNN9zAApFfgEhCaoWxNEK/fv3ScvRKRCkwgfqSk7Enthk18SEIzNQZk9bQl1ZKTVoRa2dS4z/66KOffvrpKaecQnOJlcUB/HdBgAL5N910U+Oo2WSTTYBmpchLKmDTIJ6Ee/bsecUVV5iFiwMBkihzLwQWYgVsZIaG5SgjfW2EQi7ZFONwIEgOBAsxpo65PNWiHEKWIQLzzTff2muv7WbVrVuX62zkueee2013fUST6h1snhzPUvJDay5xpvm+zmSqdPhlnlwHVnbhhRc2oBFcXmc+MfiaTmzKmhpQmU7gR2622WZMrNag6oJA2NQ52Smq3PXghzr3rCNFzxTNeqD69eszD8sttxzz4J4ce+yxMj/LLLOMd01p1YKCArdLZLnDDjswVOJIt5ElZoNNobVp06Y8ZY6znC2DRPWrzCVskrdsoQBR5nOppZZiOYzAMBhE+OUCL7bYYmxb7hU1FNu80047iWI9r/ISxKbsKNNucNPh32KLLchJd5CQ4VefEWdCl912203NEUccwawSQ5mZNMKKK67IxjPwyy+/vJxqatKKKCY2nlp5//338dSpU2eeeeZ58sknfRdaaCEGVWZbfgzl9tIxUapMX76/+BK8ll+vXj0WkaMj8DVO3n99LPUt/uVbMPC6yzpQlFbkoZoAxCjOHDW1EIHff//9rrvukgF2Ntws92LQoEEcTRdWFsQ5LJ77ZURzgcLDUjppK6ywQmpSw7iqzNjYbyeZy3jPPffQAw888ABf0M1lsN2XjC0KVRyBsKlzskGCM3ZUPMc0spQeQlgOydJZjOWNhO+JgaurQPu7VH6yZOmOuTY///yzGEtciARwTJ23QzzIVWR4FNhFX7bQN49kg2WVfXWXpzIskiA1EUWQx5x+cooFwS5zGlzlOuusI5KjI/QiJ8ukoNX9Lz4pb8DIiYfPbi1GMKmXVCRSJAmCD4ulKSO2XyVHRCt68MEHPZGy+tbLqPMYAMucpyx01muGBQKoJ6THYOWED0nUZLEphlkQvQal9dZbzzITG1tuL2jS9DO+tRkB9/qBBx548cUXr7rqKtZUwCoxIxt02GGHHXPMMVSBY8MVy4PI8curST/Vo1QWrWZlNRxKOWHJpxNOOMFLLZsqgyV9ItXsUvDj8QRVfQTCps72HlG1Yjs2gJlhSKhyKUoRm7zNbI+V04GtRZ4Y75j+J3JCjRo1SiwMVSrM7Dtp0iR3XjR59913GyCzYV5iBJdaZ9iR8G41s5q1soVsJEmymlkU6BfWUTScx0PFiMi9G5EEWYjkai4PbcJgex7WlBgUmjVrpl7gjvm6664TBPTq1cv4uR1T+T/RSGzpa0wFIMysF2mt18KxJeJVAIGE6Wd8azMCIlEPAZ7wxY4Jh7333tvTz/3333/nnXd6WHF4ZGJS0yy+7hrry5XMeNxKNyj7qeAoUiaLL7641xxupYcM2SaRq2yzQBlDUNVHIGzqbOxRUsqPPfYYnesZ8tp//84880zZTu8lszFWMVZRmgQmiygcZAaYOsGiS1iM8X8VlD4nWopSpOXWMRuLLLIIMy/GEgImPoZfGplekIwVCnvCFMKmJl8jyCpzCDy18gnwuMwp2at11gSNzTffXI409RWpe/LUheSicGmut99+209rwemnckZUCadEips9xmCZCr6UiJwwZn76VlttRR5oCDppH4affjFUNkgJC6y7kSWfLVBWXCGvo/G5IE899RTQ8Jg0+UxyyHmc8bNWISDP4SHGG027du1atmzpFKXlu3QSKlLBvsyqc7LRRhtpcg3dWYUZEjYOrmOGx8gffPCBNM9aa62Vx6yJwebSSVNRKVIvDrDrIDKeg8OfN3iV+1kTBQqbOhu7ylpQ9/zTBg0arL/++llPqUJ3wyuIGjzunm9WTgWWI7cylTVhRgruJ8/UC4o3FXfYMy132C3VhJmlVEDK2bd58+aM4v7778/As6aCVJmiNm3atG7dOo2JU8fTTjuNIVF/0EEHySYJyLQaxxdDly5dJJbN6EnVMyRPWVKLJdaEASmgjF85kRqR5WqrrXb88cfr4l1T3tV0WoFz5JFHilPTf61XPCqGVp8RlWGBkl277rqrqZXpLK6AHMA111xDfpWPP/44BHj3XA38vHVs1Jl5gZmGyi0TFaV6BU2+fm699dZm4fdYvqwdP0CTeoQBKYCIzIceeiievfbai16T1rMcTUG1FgFPDy6jG+GgcnZvvfXWoUOHMmzSJ06plOwpp5zi2cLrOx+RR+si9OnTJ8E1ePBg/NxNLq+CjsJZTzNOtZDXs5ET3qRJk2222SbxZ99Ro0Y99NBDhx9+uOPnUYYM3oN4rltuuWV2bjPmKFRBBMKmzvamsB9MV9LFqTNH8vzzz6e4/RTxsFssASNHU6d8EZeWyWG6MDBXEry77LKLMsJ/y7//7CEjuJPeVFq1asUm9ejRwyB4XNqjjjpKAbnhQkm9lFkL/F5fdtttNzfWFB53GZ4rr7xSKvWQQw5R6R7ut99+sqkGdI0xcAh23nlnSoEkBnFvCUB+lo/kYm8M6vVVTg64QaRkO3fuzLZpymjFFVdkzvVi17t16waW9u3ba/V4zCaZ9IgjjjjggAM6duyYya81kWgY/4UXXmixIL388st58auuuupFF12EmW0z+x577MF8SqzRYgahkths0JmRSMssswwbudlmm1FzxsTMP0hluHlXZvLVK8skM+pmYebl8SxEPYISKBRsEBAuvvhinod3XCqPClMfVJsR4OG5Ys4ki/jII488+uijMhkA4UcylvxUQaST6dqqRM6k46qApFt0cRFWX311HUeOHOlkupsuoPTv888/79grM5yYMxLCus4MuQywStoDGadFixY8ZjVBVR+BqmBTqz5K/5PQnWnevHnDhg3/V1VQQNFTwU6/Sjdwxx13ZJBkFNkh10+lu8cSUO7KfN4mTZqwZMqumSCMzVPwk52WEXV5WBQhmvvslqqXnmWBFJC5hHFmUSbMdtttxwyIvZTNwq74yfl1JxkbldiYYe+ybBtSL7QVVRufJFqRVK1Lq6Pu5EmT6iti4y5gQBZCjKyLGkRg/EJM9njDDTdkgEmiHrG+jRs3thDD0hGSV2mNmhKZhSUzBR7hLC9BDdzWXXddFtqAulNJmC2Z2CqNY0bQkUS9VlaTXdfRz3XWWYeBTGVykkr+QD3CYyJajITWbl9UIoAkHrJJzVk+YQTrFqs1qJYj4NTxurz3J1KWSYKJE8Jj49ry7ZwlN0Wl+84VE18qI8Fo6uWrI3cQG1ebX4tN5HryyScztzhzySADBw7k/Dnz6mkMmWcutXmTB6wyqIojUKeKy1cDxEtafoYLyZqyQh5bqk/f3CY2IPdnScrFB8nrNWsGrSWZFFvesOmnvjNrSgzFv7qkylSY3e6pb/ZN3XO/WZNCqk8T+SKVJaOigvg3hRVU3z/bN1PhWUGuIdctIzbPUeHY8VNVct2yzs4Mk5nVJAY8iVJ96otNZbKaWfdUwLD00ksn5lTDy5wZc2KIb1VDIGxqRe+Ia1P6KUs0SImnKeFoJWSb4bRz0DfrkhVmOHIZVqaJfFHJhy2cb5E6i9f7hxarVyeoWiFQuGj6X4vOyrKW8CTM+szMurWEUwRbtUAgbGq12KYQsuoiUGeVa3YFegAAEABJREFUhnM1O+Mfan7GXEHVCoG5mxz7z8Eqin+N7j8wxP+XCQJhU8sExhikFiGQu9TCgsLC+Rers9RqdZZaPajaIVC4RL3CwoKCwjKIUwviLxCYjkDY1OkwxCcQmGMEimhkinmO+0fHSkTAxiWqRBli6hqFQNjUGrWdsZhAoNoiEIIHAjUBgbCpNWEXYw2BQCAQCAQCVQGBsKlVYRdChkAgEAgEygeBGLViEQibWrF4x2yBQCAQCAQCNReBsKk1d29jZYFAIBAIBALlg8DMRg2bOjNkoj4QCAQCgUAgEJg9BMKmzh5ewR0IBAKBQCAQCMwMgbCpM0OmZPXBFQgEAoFAIBAI/ItA2NR/kYj/DAQCgUAgEAgESodA2NTS4Re9yweBGDUQCAQCgeqIQNjU6rhrIXMgEAgEAoFAVUQgbGpV3JWQKRAoHwRi1EAgEChfBMKmli++MXogEAgEAoFA7UEgbGrt2etYaSAQCJQPAjFqIPAvAmFT/0Ui/jMQCAQCgUAgECgdAmFTS4df9A4EAoFAIBAoHwSq46hhU6vjroXMgUAgEAgEAlURgbCpVXFXQqZAIBAIBAKB6ohAdbCp1RHXkDkQCAQCgUCg9iEQNrX27XmsOBAIBAKBQKB8EAibWj64VodRQ8ZAIBAIBAKBskUgbGrZ4hmjBQKBQCAQCNReBMKm1t69j5WXDwIxaiAQCNReBMKm1t69j5UHAoFAIBAIlC0CYVPLFs8yGK2oqGh2R5mDLrM7RfDPDIFpY0dNefWOKa/eHlS+CATCtQaBaT98XFBAD862JpzZJa3I+ppmU3///fcpU6ZUJIJlNdfff//9008/TZs2rbCwcHbHLCwsZFYnTZo0derU2e1bpfitokrJ89/CFBUUff/BlDfunvJGv6BAIBAoEwSKxn3CohZUS5NaUI1t6ujRo7/88svJkyfnKr6jjjrqmWeeoZrfe++9Bx54gJnJba0K5V9++eXxxx8nea4wVnHLLbcccsghv/32W259ycs///zzSSed9P7775e8S1XjfPXVV4cOHfrXX3+VUDBIPvHEE1988UUJ+cuFrdC9/8cH8p9BgUB1RKAKyvzPpXKrULlc2vIdtLraVCHd4YcfftZZZ33zzTe5CA0cOPCDDz4Qtw0aNOiYY4758ccfc1tLU2ans+7K33333SWXXJJnGjOGWRS+/vprYr/00ku5PMZ5+umnTz311IUWWii3vuRlNvWhhx4iVcm7lJzTemfGnDVJD9xzzz133333zDj/s/7GG28E6a+//vqfnInh22+/heSLL76Yfs7W98033zz99NNnq8sMmV1+SSpNRYUFQYFAIFAmCBQUMKeJCmb4l6mdGbZWbmV1tali0E8++WTUqFEzi8wEbeKeFVZYoazwZaezoZQnTJjAhPzwww9ZZd425/3M2NZcc82HH354zz33VJPxrLzyyjfccMPWW29dp86MdyTj1KsklPFnhZL0mhmP9c66ySxs6gsvvDBs2LBcTvW5P2dYznguv/xyJnnxxRdPbFl9+umbV7P66qtzI1q0aKFpFpTXK3F++umnt912WyqX7svLZ1jT/Y9vIBAIlAkC/3EpBw8efE3O3/jx47MOyv369dP4xhtvZJWp4GVQ0HXzzTePHTs21VAOas4777wyfDX7V4OnGarDFwrUt5jmsMMOa9KkCfukprjgolXY4dTUpUsX6l6e8IwzzmC6gP7ZZ59dddVVHTt2HDlypLwrHiSoha9g8aKLLmKtUz30e/bs+c4771x//fW6P/bYY3/++ee4ceO6du0qTurevTt+QY+c7aOPPir0Ofnkk/v27Ysh2SGyGeGmm24y16233moKGcv77rtPtGpGPDo+//zz55xzTo8ePR555BHxt3qEWRKbW3DhhRcyNnnhOAb0xx9/iG5N2rt3b7OoSWTSzz///LrrrjMpEEyqJjVlX8fotddeY8MI3L9//wkTJrz77rvEuPjiiyXVPevitAqAGP+UU07hQOBROWnSpDvuuGPEiBHDhw9X36tXL8GxhZjIQl5++WWTymM7o7K4jjUwjUBOK9UdmUVwKQF+5plnOvpmUYlef/11VyVNDQpS6d65c+dLL72U/2QVffr0MZQmW4BfRHv//fcnJE0n1ieM5dhi5TSOiUj+0UcfdevW7fzzzzcgKKDKoJKHqPYRs9HspnV16tQJAm+99RbhVQYFAoFAFUTAJZXTuvbfv6RDXPmnnnpq8803pzS07LXXXh9++GEmvBt97rnnUjt0+9FHH/39999r4lvTD82aNatbt66fZULVz6ZS33QivS/3u80227zyyiusVHEsqEWWLDUpnH322ewfy3TBBRfsv//+VCcNzvAceOCBRtOdC0NfM5wTJ05kXY444ghm2CYxJJdddtmRRx7ppw048cQT2U7m1g5p9WXY/GROqGl6Xw6WtZZ21mrYjz/+eLfddrvzzjsZAEbCFMa3i7S8VswMRocOHZglsjkKxx13HEk0CcRZIxbCpPh33nlnPOoz4i5ceeWVnmAZFe6CkTUBx5cHcNBBBzle7N+AAQPat2+f9+jIrlxxxRUGHzhwoOPINLZr145z4JwZigwMDB7IMDMQIDM5HVPGDD344IOsESQ1MWDEtlg4EAkp4GHkWFbwQoC9P+GEE1wDcBkWyKyp7bAiYx5//PHJk4ChjD2ZLUG8y+qzvsTjghx88MEkdB/GjBljap4NHuiRn/Ok7AtGW8NSEg/+BjcXn8nda9OmDUzYV/Jwp/6e/qcXURGZbYdTwTUxpoOxzz77GFk9nqBAIBCogghQy3RjonXWWYeEVA19SN25wuqpshVXXFF9IgqBGqRSKB8WlPKnt3nhG2+88RZbbJF4yuRb/WwqRcnesKZSf40aNZprrrkEKyXBgvoWS7GO9Oz2228v0hX3zDPPPMI13Z977jmmVDSjnm4FtHiIDdBETbdu3ZphZgw222wzWyWlLOixYd7zVBJjq622Es7iQYwEezZx4sSCggKGllXwVS/0NDv5jZno7bffZgCE0QRDDL+wmznBwzqysj169NCRVJQ+k5B6pa8zQX4Ol44K++67b6r3ZY0kk1VaC8MmQS18VJ9LbN66667LIurevHlzDh07hJ8wRmZTCbDtttvqrpIMsgIESPbeWVx++eUdR/UWK55mRHkbO+ywg8wBfpWCP4Cw9MbHxrBJyAg3DUsMsF933XWpXpRvdpW5BIEFFliAmccjTLf89dZbz8jQtgVDhw7NZbaWIUOGLLroolrx22hbRqrEIy3BnBPj6quvNq/TQsijjjpqwQUXNCDHZbXVVoMwu26DdLfknXbaibQ8jDRCfAOBQKBqIkBRoCSbLNcSSywhXlpmmWXUrL/++gsvvLBCImx8aV8/2VSvbLJ0fHHh0/zzz6+yrKj62VRhmdhU3EM7r7TSSg0bNhRyzQKOBCJPhC8DO2+WSy65JCsCboVll11WpKL7k08+ycLtuuuuatZee23xGdOSIhU1TDh+G7bGGmvQ0fjzaKGFFqLEDbvccsuxBKJS8RYyJvutly1k57bccktip74EE3UZlkjzTf/zNOg/5VTxaCWzPIYaa/RTEJw6pq8Mhii8VatWbIM3yD322CPVWw6L7qGRyVx66aX1lfDko6XW7DvvvPNyBbgFMGnQoAGL1bhxY0eN/GpYzcTJfTHCsssuK23CoIpHU71FeRiee+65LY1bY6WpPvsSj8CnnXaaVZuF84iHobUQPHAAMgsHMY4LE6gyj5g6CBDJRMoidfu1yCKL1KtX7+eff85ltk08Uzdq0003tWR4OiE8JDBi0520FsUJs4PcBZW5BDHuAoeASKZbaqmloGpr+CK5bFEOBAKBqoPASSed5KrysAUPSar333+f+mIj2QXaTxov1aevMIDqELcIG2gGt15cJFsmQEoMZfWtfjaVlfrqq6/kNmFEWUsM8jU8780aEboyMUATsXB+KqCk5alpOldmQESF5G+lRilibJixKfgqJ34/M1IjvmFKjaCvTCNroVX8hFgvZX19c0kv+8osZU16KSe7pWAuX13SVyGXmD0jZINnPMY0wo477ig4Q+QRUO6+++65fVPZ+KmgrzLyUxkpGEQYJ4AzlEEOOOAAlalJAZ6pnL4kUZmRnyJXI/AZ9UUSNSBlIxO/L8KfJlUoThhQqsdmxlT2LSoyQ5FCIj/Ye0ZR0GmulKYWWKdWfdM4Cmow++YSUVllYXFiw2AjfHN5ohwIBAJVBwGKmsnk6PPpZcikoMgmNSh+EGMwnAIG37vuukt9IsEJzeBZR5CgwBJLAvPyKQ15RFFQYiv9t5rZVOpPSCGukqa7ffofOERRnipp8BnCkRTlDJtyKyV7WVDBkGe5RDKEIrBcntyyYZFkgkrmzV4aQdpQdpd4yQDYXVkIuWUaHxv7KvmpkIiK51V5a8xyjDgtUGyaGGb95U9Q/Z48sTEABFBAUqDcNPGcB0iZYWsRI4rANGVE8qxcvGA0laT1wOmV0Znj+m200Uaz7qULhgSIAhkcYvElARJ56hBEYitOacbi9TOrMT7KWqFtosUWW4ynlebyFXlnDMULuiMhsiZYkVakm8Jl9RYOXmGx1qBAIBCoagjsvffe7rhQlRFgI++55x4S0ocyUl55PGNRxcwtY6E+I7pRbOAhTybPradp2WZ5LIGZt56MrZSFamZTJ0yY4C2NryFJ69ELKRx44IGwkxMuDRYtW7ZkGnkuNkPit3Pnzo8++mhmp+nZvMGFNTKuXl779u37zjvvsOsyD17yrrjiCu+ITCN+VpOo3gLtPdt/yimnXHjhheoz2mCDDWhzrUJJ74tml720ooxhFgV95TdEoiZ1MnhtQl78DIyfTz/9tCU4cJwPP71ZapotIrxUicNHclHmNddcU7x7ri00u8zqSy+9ZMZ7772XeBK81ivT4t1CjkXcnzmDGZ65IxQfP9X8Jw/XB2i8CqkCc7lUHnRz3Zc0Tu6XvRTiS/64S96t3U82VVRtsXbBd7fddpMIye1SK8qxyECgyiOQqxAEQi4yDUBqF/bjjz9OSlsNDUYpqc8jPF76uPg0Nr3NxG677bYUZu6weV1m62c1s6kew+hlj8+ZUrZaCpRapFKVgchbUWBafP30VYa7AtQET/qC20+kPpXZNpqULTTaUUcd9fLLL3si1YR5nnnmUcCsrGA0ZfZG/Mfu0uPCUAbD06Avhc6OeiVNbMqGfe6554wpDKW70yDGNIhc8Q033CB6M+kFF1wgtLr//vs5U5pMRFQFlIbyJb+fiUwhOhefMdUvvPACP4CN10urCFUy5Iknnjj88MMZbO+CmtTnEmSQGmMmEAjmpxHIpmy6jh07WqZFDRo0aK+99hJzY0hNqa8yfl8nGD8fEIzWKM6DHpGYuuuvv97xlRvHwBExAmZTKCDj6K6JGOoVfNX7KiNlU+DHlsq6pHo1mgivwARyL9hFc3EmvIYKWxM/BgWEGWlZr2cAABAASURBVKeRlZs0adK2bVsOEPFky90r/geHQERuC8466yyrNinOoEAgEKhSCDCKzzzzjEQaxSuF69q2atWKhNttt92nn37qxUq9e+1NUN5RfR6dccYZjKjoljr68ccfaZ5JkyZ5ms1jm+Of1cymitY5F5KruQtmmdha1ksldI499lgFml1aNdkSGlYCUyWV6tVN4JjlQh966CEqODUZnP/CrKLhw4fDXf0666zjBXeTTTZRpspZvoEDB6Yy9W1LkL20JeIz2zx69GjBmcw+pwkbPU5fOwSCYMH0NttswwoysbvssotWJNYU1ek4fvx4hkeopxI9+OCDjosCsvcYZJXJ72dGphgyZIiRSSuDIVxu1qyZVmyyoB9++KFeXBDDrrrqqupzScTPqKjBDCvZD6bdT+Ow/VtttZUyYIkBjZEjR1511VUPPPCAZYJUJRfB0vBItnz++ecqla1l2LBh5BE6ayW2gsw2MWAukgYgtnHjxnnqUEA8A08anmyJAbfHH39cwly9yJghN4Iyu+7amEiZQfViCmrl+vXrm441VWYp3au33nrLXJB8+OGH03IcBmMm74SNBBQx8Ct37doVs01xGMzu/Lz33ntqiMoXIT+2oECgTBCIQcoQAdrVg+haa60lGUbDeE+V7DU+v58qUyPoovRc8Lz/HokQlhtNCwmHXHkeP4UmnnnzzTf50GoMUnqqZja19AuOEQKBQCAQCASqLwKNGjXygHrXXXfdeeed/HuvS1xky+FwM6hiHjknwcZpp52mMpd4zJz4bt26yaKp9xW3tGnTRlDLQqspEwqbWiYwxiCBQCAQCAQCFYSA+HLLLbds0qSJDFxefCl4lThcZZVViovC6B599NHyUlmT91TPQCuvvHJWU/pC2NTSYxgj1F4ECguKCgrrFhTWKUQFdQqDAoFAoNQI/DOAm/XPv++t4D//CgsLc3kKC//Pz9ymiimHTa0YnGOWmolAUUFB3RU2nHurI+pudWTdrYMCgUCgDBCos/Q6/+iLwn8+1e7/a4JNrXagh8A1CYHCpdesu9E+cwUFAoFAGSFQuOSqvNVqqiXCplbTjQuxqwQChQWyv65/YZWQJoQIBGoEAtK3hQXTP9VwOWFTq+GmVZDIMU0gEAgEAoHA7CEQNnX28AruQCAQCAQCgUBgZgiETZ0ZMlEfCJQPAjFqIBAI1FwEwqbW3L2NlQUCgUAgEAhULAJhUysW75gtEAgEygeBGDUQqAoIhE2tCrsQMgQCgUAgEAjUBATCptaEXYw1BAKBQCBQPgjEqLOHQNjU2cMruAOBQCAQCAQCgZkhEDZ1ZshEfSAQCAQCgUAgMHsIlNSmzt6owR0I1A4E6tatu9hii9WOtcYqA4FA4L8RCJv63xgFRyAwMwSWWGKJdu3azaw16gOBQKC2IRA2tXJ3PGav3gjMM8889erVq95rCOkDgUCg7BAIm1p2WMZIgUAgEAgEArUbgbCptXv/a+rqY12BQCAQCFQGAmFTKwP1mDMQCAQCgUCgJiIQNrUm7mqsKRAoHwRi1EAgEJg1AmFTZ41PtAYCgUAgEAgEAiVFIGxqSZEKvkAgEAgEygeBGLXmIBA2tebsZaykwhAoKiqqsLlqwER5cOX9rAoLrFyR8mZPP9P3P8HJ2LLCf3aZNcMMx8mtzC0XH2rWrcX5y7Ymb/a8n2U718xGC5s6M2SiPhCYKQKFhYUzbZt5Qxne8OJDFa+ZuSD/p2WOO/6fUWb5o7DwH7iyiQoL//k5wx6JJ31nyFDmlWmuwsKZijSLGVPfWTCUsKmw8P/PnjtgYeH/r5zFIPgLC/8/W2Hh/y/gV+87Z1RY+L9xshEKC/9XWVj4v3LGkFcojQB5Q83Wz8LC/yNb4f/9WXyoJGf6Fm+ds5qwqXOGW/SqvQj88ccfH3744fvvv//jjz8Wv42///77Rx99NHr06KlTpyaM8Lz11lujRo1KP0v//eabb77++utp06blDvXtt9++8847n3322eTJk3PrzU7gjz/++JNPPslEwvDee++NHDnSIIWF/0cNaZozMhGaOHEiMT7++GOT5o5DvHfffZd4f//9d269Mhm++eYbrb/88kth4T/CFBYW/vzzz8OHD1eDoawIMl9++SXxfKdMmZKGNddff/0FHIB8//33uRAlBq12E0NukwPw6quvWm/iKeXXOI4NAZwoQxHJF4BmcczGjx+PQU1Gfv72229aP/30U+ilepU2VKVCGiHVz9n3l19+AVRGti8bZ8KECaRyyCGTVaaCqceNG2crfZVTpSPx+OOPAz/9LKuv8ceOHQs0u/Pnn39mw44ZM4bYTlRWkxXIgNlNhG1Wqea1114zWlZTykLY1FICGN1rFwLU8Zlnntlu+t9RRx31+uuv566fZrx5+t8555wzcODA1ERRXnDBBaxg+lmaLwX66KOPmvz666/PNBrz0K9fv8MOO0z9oYceesUVV+ROQY/ccccdN9xwAxn69u2bmn766SerYOFKr3zTgL5ke/jhh2FCDHTeeeexi+qZonvvvffwww9XiS6//HKVucQSXHbZZbfddlvHjh1/+OGH1HTrrbfef//9xkw/S/+15GuuuQY+ZIDVXXfdlQA0o9lVoiOOOOKpp57KVa/K/fv31/Hiiy/u3bt3EoOR6NSpE6OSfpb+axfuvvtuUllyGu2LL74444wziIRACqJUn74M6k033XTLLbecffbZsE2VHIKLLrpohrYkMczW97nnnjN1RsRL3UeMGNG+fftUf/LJJ5s01afvBx98cNppp0GsS5cubJVKh/O+++7L7oKaMiH74jAnMXwdHsNy1xx+PxOBSGVGziExevToceONN1577bW//vqrJlupzAkwoJ9lQrXBppYJUDFIIFDg0lKsnO7rrrvOzZw0adJxxx0Hl+xCUjGUzsEHH9y2bVtmj+7TevTRR6+33no77LAD1ennHBNnvHv37vQ+W8gZpyPSvGak8Rs3bkwjt2jRomfPno899lg2CzP/xBNPHHDAAczJlVdeKf7QxHrVq1dvzz33LKVIhsrIYl955ZWmTZs++OCDpmPIH3roIa1vvPEGDdugQQPi7bfffgBketUnonMfeeSR1VdfnXlgSJ5++mn1uvTp0wduZfjvJ/juu++M37lzZyredN26dePrwJC0DAaHw3fJJZc8/fTT2doELEkw4G/ZsiX0gJy8BA7T0ksvvf/++9epUzb6UxRo18z11VdfmZQADg/rrrJXr1627JhjjlGPkmDWwpljORwzeEJe0/HHH7/hhhtuu+22ZbKnXA1zDfn3z6kzBb9k3333rVu3rs0F1J133skgqceJFBj4lVZa6cQTT+QMvfzyy74OqjE6dOgw99xzYygrYrY5hc2bNx8wYAAzaUONbPYLL7ywdevW99xzz1prrXXqqafKJahPJKgdPHgw0IDpyiST76YIu12EstpKc5XNmTBQUCBQ4xGg8p5//nkWomHDhpttthml72bKPmVaTFCIKNy1116bpqMNBRMSdO5/6XWKHCClxgZQAQlq81JblNdyyy0nLqxfvz4bv84669x6662JwZemZlaXWWaZNdZYQ4FjTh+R+dJLL51nnnkwlBUtuuiil1xyCUzq1avH3my00UYy3sSj1xZffHF2aNVVVxVy0fsi+aSCTY2BSEsttRR7tuyyy7JztDmtB7F1110XQ1kRt4YntNNOO6222mr77LMPW26n7JG4n8HgCsCNeLKCgkLAZvMSD7y0tib6F/5Mvsh13nnnzXhKU7AphxxySLNmzbbZZps0Dtv/wgsv2KAtpv9BQ0ws3ao1Ccbo2lagOWbiLcTD04udK/0xM0six2Plf//soMqHHnqI18gzAyY/g6V09qR5SYUw2LsVV1xxiSWWIBusIMzgbbXVVjwqrWVFEOMS2SzZAqcaSLaVv8v72WWXXcC11lpryT04Y0xmNikP2Ka7CE4alGw9xOyjVajM2EpfCJtaegxr6wi1b93UK/1F+aal02gLLLCAfFf66Tv//PNTdhQizbvmmmty0t3z22+/feGFF9ZaSqKt6FnmPOkvo9EaFL1ZNt54Y462+vnmm494cllaE80111ykksqjEOkaRmvQoEHCCyYwMZT5lxjiOf4EfUf7f/755xtssAExTEQSltJzFx4/kaBn+eWXZ6VIaCHcAmqOdTnwwAOtDkMZEu3/5ptvPvPMM+KVJk2aCIKJJ0YESxKPBWEMctEjJwsxbNgwsTU22lwMJBjSt0wEo+VF5DIQUqbZgDwnE9nHVKNgWz2Upp++Th1zlR0zeQs5AI7UQgstVIagMZCeDDhAImYGybzsukNoj5SRmNguc/WUE/E87CNDy1zxXYT+ctE8BjasDAXjYZDNdhhfHG83nTcHW+WOO+6YJFlkkUVcCmcv/fR14LlBzz777EsvveSnHT/hhBPatGmz9dZb+1mGFDa1DMGMoWo4AhSZq4jSOqk2lozDm376CmhokFGjRrnkJ510kke7Vq1aqWdiKb4yVCvGRDQ+pUwj0yB+IjUUq9mVEzHnPHHmitIRYcuVMSd4GHu6SZiY2MrwSySay4CiB+Oz+sQjmBq04IIL5orHpkonwk2C+thjjxVtUMcCRwlhKQF9dSkrIhUo2rdvb3DBk+0jHqJqTWF3FGh/dsLPRPbXPsq1is+EubKL/ANhDfQYGH0T25x9zSiUZxLkeFMgmMZxzIiRd8w4c6nVl2E76KCDJBuICjQ52OSCPPDAAzbasAhbaYg/1KhRo+HDh/MIjzzyyK5du9oalp7PkQ3LShGVX5LVEEMeYujQocytnRWkCp15A55LcGZspSzwjQhjO6yXryPV7CGZ1TdFnngEzuYSnkqPs7L8Kk/XTz75pHzS7rvvLjXNySs9YtlEYVMzKKIQCPwHAplhSHzpJ7WbfrqWlPJee+111llnnXvuuRLFzC3Nsvfee/P0JUW/+OKLxDnr72y1kgGZOutFnkwdqyTAzjvvTCQPlowZO0rveO988cUXqWPaBE9udz/nmNI4phAHS8GlgIY8yfakVtLmimcuOWFJPLnrXXfdVeQBQLpPOOj9UpAk7sdTJiTlK0gV3klNQ8OTpGHJkwmmrAZivki9Gg/hEteIJECzKBpZQpuQAjJsc0YGp/E9TEpXypPnDmLS4j8zqTQJWx0qe+qYMaLJqnFN2Amwf/3113kj6DJbRDbRG9kQX+fggw/u16+fo2IrgZAN5aeJfLMavhEjKm+/xx57iCCBRiSW9eqrr/aQmbGVssBpI6GHZD4r5+bkk09mXPmshMkVz89c0MjJkSIS3ORLRKvOgDiVTfUtzVbmLSdsah4g8TMQmCkCdBkHmWVKHHJNXGM53vTTHVZwdVlWeo098OTDmp5xxhlyth4Lxa8YypYENMKFL7/8kpYxMp0imbn22msrZ5REGjt2LHfegytbQjAWa/3116cosSXJFUpJbOeIESMod/EKs21e5lOalHtffiYIAAAIcElEQVShySy+Yj7JzNyJ1FuFr8hjlVVWEU9YgvBIau6VV16BcC5zacoeCEXMK620EhDI4LGNeMjLX0JPbp+d05RmIZKCr472WjyEeAxyD5BkdUQ8AMczB2RYLpdzwuTIOcuUSgLzRewdS8BMikHTsDaOFZFWTT99SYvHMZNZBZQ4UiDImIkmxbu5jxGY54DIlsY3hbzCbrvt5tgLlG2NOI9saczRo0fLgpgx/fTVEZ72nUvEVWL4OTFsmHy+GgvBU3oyowNDJKYRbbbZZvAxrOuZrV2NSwFY9RkRz1YCljFm4704kP+WW27Zb7/93NaMrZSFsKmlBDC61yIEJIvc0v79+9MvbqaMruudF2SAQ5ZVENOiRQt+seyl+09D+ZbePFCmxs8leoQNeO2110aOHEm/K7BqrVu3zuVR9kRH51KOHpzkipPiIxLVU3xM/HNAZqdAxb5mP+WUUyg7g1BhjMTbb7+dzA8txkwKCzTlETA9WzJaFF8iQpaVbMYZM2aMmMnGseuffvqpV0D2m5AcC6lgJpOpwGCP6Og82XhR559/vlS2VCE2u8lsWBr08jhn66fDI9BkFBGDanxn5qabbmL1ZXfpfdKaWhAmtZB7zOBjIsdMKltYL0kr82k3CQY0S9BaGgKXzLYTbhBJbw/wHpXB5TwTSQIcCIwrmddbbz2ZcGwZkU1CWzLg8MMPJ5LzDyunFEPpBTMIYq35kUJnEjrYQlX4yDm7CMqffPIJc/voo4+yr3IM+PNI8G3vJG/IBjGtXAddFMqEwqaWCYwxSK1AQKwpbUj7062yW1xv6SNvk7mLZ1puuOEGOsijIG3i8ZKWRJQ465LLOVtlas4IXH6al5L10EWZmsggzZo1W2GFFbzjUhPSkowEq6Y+I1aEHqE+PA36NmzYkFtAITIt6667LiVo8Ix5jguiEPLQxU8//bRQdaeddpLVpEa32247+VIalniHHnqoeMtbYN4segllhM7CNSKR57LLLqO7GRJGIo95Dn5ao9iXV2HjiMFyE4l4nlQFnYJ1aWGZZ4EyGEVjuVNAj1Ghfzt37gy9TTbZxBvebbfdxnLQ42pymWerTJVvuummvBw7SPtz10gFLhlUx8ykpHXMFCTGxYtpcOAoOGaCWgcSsGTwfumMITZ4rbXWwlAa4iucdtpppraJYk3nHHRsqsMsAwEHWIntvGtyodin3LkYJ1kZK/LwDHZGF1bdu3dXY125nHNcNo4chiNNwj333NM54ZqolH2xfBtqZzFABqp5s/DbBg4cyOW1yzINYlmyifKtK49zjn+GTZ1j6KJjrUOA8pIyevbZZ+lBukZ8UzzkEiZ6devZs2eytR57BG2U1CWXXMKPnmPIqCcqmJ6iCCgLr7PUqLSzeop48ODBHrHUdOvWzZNkmjqb67333hNBdunSRaZLZfv27aWj+fjelrbccks1BvEtJVH6TCkxaE8BDaKCKdx69eqxCrQe8YDAnOeJx+56G9MXPxkoRwlz7gjNyAlINjUZEq1zTORhC1mCbbbZ5sorr2QnhIMWzsR6MhQgsh9CHy+7djl3Fp6HoAdi8sbqKV9rZE5sq2OgppREBiMI6WQRLNlKLdkW0/7Gb9mypdkl0hMbzlTw/oc4MWBXeeqpp3bs2JH554s4FWpKQ4QBhadZh81J+/DDD7lBYBHWi57vvPNOhp9f8u677/IwCv7vTFLZxOA8GUSLl1Seh3MLZOtSU3qCAKPoQRRitoNzwyVS2aBBA88rzHzTpk3t74033pji42xG0Tyx+cH8NpXcO2zJCeC+qCkTCptaJjDGILUIAVdRJpDyFRC4yXkrp7upD4+IWb2Yg5tPrWQ1c1Zgiqg2U2fUvHnzNJR4q23btqIZbjvFlyqzr2hvyJAhQsCshkPAMGy++eZZTekL0nFkINsF//6x2WlYInE+iGdeouaBRvkKEOGZmH1ZO8EQ3DD7ifK6qJkDMiyVSgwKNJmiNIh60yFZX7Y8VWZfJkpGceONN85qqHJ6mb0pE6nSsCwW686ryMZMx4xPRoCsMjH74uR5JCfJT8TuCi7FhcqlJweYubKbrGPuLCQR/KnnXHKYik/kqPPw7GlqkrBhm+WodUw1ZfVlF22Zp3EvMtmYRBWtOniNGzdWmTep4yQnwX/SlMi2lvlWhk1N2MY3EAgEAoFAIBAoLQJlZVNLK0f0DwQCgUAgEAgEqjsCYVOr+w6G/IFAIBAIBAJVBYGwqVVlJ2YsR9QGAoFAIBAIVB8EwqZWn70KSQOBQCAQCASqNgJhU6v2/oR05YNAjBoIBAKBQHkgEDa1PFCNMQOBQCAQCARqIwJhU2vjrseaA4HyQSBGDQRqOwJhU2v7CYj1BwKBQCAQCJQVAmFTywrJGCcQCAQCgfJBIEatPgiETa0+exWSBgKBQCAQCFRtBMKmVu39CekCgUAgEAgEygeB8hg1bGp5oBpjBgKBQCAQCNQcBIqKikq4mLCpJQQq2AKBQCAQCARqKQJ5/4qbWaBQIptquJ9//nlYTf2LdQUCgUAgEAgEAjNH4Mcff5yFHc1tKpFNrVOnTosWLerFXyAQCAQCgUAgUPsQOPTQQ3MN5yzKJbKp4tSVVlpptfgLBGYHgeANBAKBQKBmILDqqqvOwo7mNpXIpuZ2iHIgEAgEAoFAIFCrEBBYlnC9YVNLCFSwBQJVBIEQIxAIBKouAmFTq+7ehGSBQCAQCAQC1QuBsKnVa79C2kAgECgfBGLUQKAsEAibWhYoxhiBQCAQCAQCgUBBQdjUOAWBQCAQCAQC5YVAbRs3bGpt2/FYbyAQCAQCgUB5IRA2tbyQjXEDgUAgEAgEahsCFWVTaxuusd5AIBAIBAKB2odA2NTat+ex4kAgEAgEAoHyQeD/AQAA//8aQedxAAAABklEQVQDABuZ3GyqMZ/vAAAAAElFTkSuQmCC"/></fig></p><p ><bold>Selección
y reproducción</bold></p><p >La
elevada demanda de interés en capacitación sobre producción de reinas con
reemplazo, que alcanzó el 50,70 %, indica la importancia que le dan los
apicultores al manejo adecuado y sostenible de este componente en la colmena.
La producción eficiente de reinas ayuda al fortalecimiento y la renovación de
las colonias, factores fundamentales para el éxito continuo de la apicultura.
Paralelamente, la alta necesidad de capacitación en la selección de pie de
cría, con el 49,30 % de interés, sugiere que los apicultores reconocen la
importancia de una selección cuidadosa para mantener y mejorar las
características deseables en sus colonias. Este énfasis en la genética de las
abejas refleja la comprensión de que la calidad de las abejas influye
directamente en la salud y la productividad de la colmena. La producción de
zánganos, aunque presenta un interés menor del 20,10 %, sigue siendo relevante,
indicando una conciencia de la importancia de la diversidad genética en las
colonias.
<bold>Figura 6</bold></p><p ><bold>Capacitaciones
relacionadas con la selección y reproducción de las colmenas</bold></p><fig><label>Figure</label><graphic xlink:href="data:image/png;base64,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"/></fig><p ><bold>Sanidad
apícola</bold></p><p >Se
evidenció una elevada demanda de interés acerca de capacitación en bioseguridad
en campo, con el 40,30 %, lo que sugiere un reconocimiento por parte de los
apicultores sobre la importancia de medidas preventivas para garantizar la
salud de sus colmenas. Este énfasis en la bioseguridad en el entorno natural
refleja el conocimiento de que muchas enfermedades pueden prevenirse o
controlarse mediante prácticas adecuadas en el campo.</p><p >El
interés significativo en la normativa asociada a la sanidad, con el 31,30 %,
destaca la conciencia de los apicultores por conocer y cumplir con las
regulaciones y estándares establecidos, para mantener la salud de las abejas y
garantizar la calidad de los productos apícolas.</p><p >La
atención prestada a la bioseguridad en instalaciones, con el 35,10 % de
interés, señala la importancia de mantener entornos internos seguros y libres
de enfermedades. Esto se debe principalmente por la sensibilidad de las abejas
a diversos patógenos.</p><p >La
necesidad de capacitación en la prevención, diagnóstico y control de
enfermedades en las crías, con el 38,10 % de interés, y en las enfermedades en
adultos, con el 27,60 %, señalan la necesidad de abordar la salud en todas las
etapas del ciclo de vida de las abejas. El 3,70 % de interés en otros temas
relacionados con la sanidad apícola destaca la diversidad de áreas de interés.
<bold>Figura 7 </bold></p><p ><bold>Capacitaciones
relacionadas con la sanidad apícola</bold></p><p ><fig><label>Figure</label><graphic 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"/></fig></p><p ><bold>Manejo
general del apiario</bold></p><p >El alto
interés en las buenas prácticas de manejo del apiario, con el 57,50 %, resalta
que una prioridad de los apicultores es la implementación de procedimientos correctos
y éticos. Esto indica una comprensión profunda acerca de la importancia de
seguir pautas específicas para garantizar el bienestar de las abejas y la
calidad de los productos apícolas.</p><p >El
interés en el cambio anual de reinas, con el 31,50 %, y la división de
colmenas, también con el 31,50 %, destaca la relevancia de la gestión efectiva
de la población de abejas. La comprensión de estos procesos indica una actitud
proactiva hacia la mejora de la salud y la productividad de las colonias.</p><p >La
necesidad de capacitación en el diseño de un calendario agrícola, con el 25,40
%, sugiere que los apicultores consideran la planificación a largo plazo en las
operaciones apícolas. Este interés indica la voluntad de optimizar el
rendimiento de las colmenas al alinear las actividades apícolas con los ciclos
estacionales y los recursos disponibles. El 7,50 % de interés en otros temas
relacionados con la sanidad apícola revela la diversidad de áreas de interés
que los apicultores podrían explorar más a fondo.
<bold>Figura 8</bold></p><p ><bold>Capacitaciones
relacionadas con el manejo general del apiario</bold></p><p ><fig><label>Figure</label><graphic 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"/></fig></p><p ><bold>Manejo
productivo (miel, propóleo, jalea real, polen)</bold></p><p >La alta
demanda en la gestión de precosecha, con el 38,80 %, resalta la importancia que
se le asigna a las fases preliminares de la recolección de productos apícolas.
Este énfasis sugiere un reconocimiento a la preparación y gestión adecuadas de
las colmenas antes de la cosecha, contribuyendo así a la calidad y cantidad de
los productos finales.</p><p >El
interés del 31,30 % en el manejo durante la cosecha indica la necesidad de
técnicas específicas durante este proceso. Este enfoque puede mejorar la
eficiencia de la recolección y garantizar la calidad de los productos apícolas.</p><p >La alta
demanda en el manejo poscosecha, con el 36,60 %, señala la importancia
atribuida a las fases posteriores a la recolección. Esto puede incluir procesos
de almacenamiento, procesamiento y envasado. Lo anterior señala que la calidad
del producto no solo depende de la recolección, sino también de los
procedimientos posteriores.</p><p >El
interés significativo en capacitaciones relacionadas con certificaciones, con
el 38,80 %, destaca la importancia de los estándares y normativas de calidad.
Este punto sugiere una disposición a elevar los estándares de producción y
participar en mercados más amplios que requieran certificaciones específicas.
El 6,70 % de interés en otros temas relacionados con la producción apícola
indica la diversidad de áreas que los apicultores requieren explorar.
<bold>Figura 9 </bold></p><p ><bold>Capacitaciones
relacionadas con el manejo productivo del apiario</bold></p><p ><fig><label>Figure</label><graphic xlink:href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAnAAAAFXCAIAAACtMOTnAAAQAElEQVR4AezdB8DXU/s/8O42khCizIyMZJVNlPXYezdkhCirMpI9QoRkhJARUvbe2XskQtktikJD6f/S+T3f//e578pd9/d7d4/r/l2/z3O+1+ec65zzPp9z3td1HY+n6uz4CwQCgUAgEAgEAoESI1C1SvwFAoFAIBAIBAKBQIkRCEItMYTzMRCvAoFAIBAIBCoNAkGolWapY6KBQCAQCAQC+UQgCDWf6IbtfCIQtgOBQCAQKFMIBKGWqeWIwQQCgUAgEAiUVwSCUMvrysW4A4F8IhC2A4FAYIERmDuhTps27ccffxwzZsxP8RcIBAKBQCAQCFRWBKZOnVp8Xp07oX7//fdPPfXU8PgLBAKBQCAQyDkCYbCcIPDSSy+NGDGipIRatWrVJk2atG7deqf4CwQCgUAgEAgEKiUCG2200cyZM0tKqMVvHzUDgUAgEAgEAoGyg8AiHMncU76LcEDRdSAQCAQCgUAgUB4RCEItj6sWYw4EAoFAIBAocwhUAkItc5jHgAKBQCAQCAQqIAJBqBVwUWNKgUAgEAgEAqWPQBBq6WNeoXqMyQQCgUAgEAgkBIJQEw7xDAQCgUAgEAgESoRAEGqJ4IvGgUA+EQjbgUAgUJ4QCEItT6sVYw0EAoFAIBAoswgEoZbZpYmBBQKBQD4RCNuBQK4RCELNNaJhLxAIBAKBQKBSIhCEWimXPSYdCAQCgUA+EaictoNQK+e6x6wDgUAgEAgEcoxAEGqOAQ1zgUAgEAgEApUTgdIi1MqJbsw6EAgEAoFAoNIgEIRaaZY6JhoIBAKBQCCQTwSCUPOJbmnZjn4CgUAgEAgEFjkCQaiLfAliAIFAIBAIBAIVAYEg1IqwijGHfCIQtgOBQCAQKBYCQajFgikqBQKBQCAQCAQC80cgCHX++MTbQCAQyCcCYTsQqEAIBKFWoMWMqQQCgUAgEAgsOgSCUBcd9tFz8RCYPXt28Sr+T62Fa/U/Jirfj9IBTS+k8qG7CGYcXZYyAkGopQx4dLfACBQUFDh///zzz8lz/qZMmTJjxoyiVtSZNm3anCr/POZap2irHGpmzZrVv3//s84665lnnvn777+NJ4fG82oKbp07d65aterKK6/8119/5bavQjiwf8011/Ts2fPFF1/8++/yhFJuYQlrFRKBINQKuawVbVI//vjjtttuu9ScvwYNGpxxxhm//PJLoUl+//33bdq0WXbZZdWqV6/eOeecg1MLneaFmuT259tvv33CCSdceumluh49ejQ/ILf282eNKwBPWMHZM1cdTZo0acSIEaBA2BmbfA74XHjhhVdeeeX48eOhlMMeM71EIRDIPwJz6SEIdS6ghKqsIfDbb7+9//77aVRC1TvuuOPLL79MP9PTofzGG2888sgjM2fOpPHzzTffRKjOaz9zJczOxxQir1u3rjivUaNGSyyxxHxqlsKr+Q+1FAagi2uvvbZt27bt27d/7rnn/EzSsGHDxRZbrFq1ahyj2rVrUxZ/jcrCpAw4JBCYFwJBqPNCJvRlEYE6deoYlpRu9hlNgzvfeuut6dOnpzOa5u+///bMiLOY+JmeCsWXTJP5H/3rrLOOIPWzzz678cYbl19++bnaz5ia69uMMlXzJBmlQqGfNPOS+Q91Xq0y+uJ0VKhOoZ9MQeOdd9555ZVXsr2fXXbZxUoNHz78sssu44KolpFCFgr9zFTLFP61QqZmFAKB0kEgCDVnOIehUkBARnfdddd1kl533XWemR4nTpyIxvw87bTTPLMF10otPvzww05wb7t27froo4/+/PPP8pypmqBWhR9++OGPOX/u9tQ577zzkMHUqVNTnfRUc+TIkQKv008/3V3pq6++KquZGYbYFJ2LTWvWrJnhM29//fVX4fXVV1+td8nqp556SqtCfJ/sp+dPP/0k9fr777/r/b333jv//PM1HDp0KDeCWQZVc5FswGZtdo899pgKeIueuKQcN27cfffdZ5D0d9555+effy6s9yojPI9vv/22d+/eKtx///3Gk8xmKuho7NixupAKzgDFclLqV011tKKEHkh1d8UVV3z44Yf6MiqzyGR6JRiYSjJhwoRatWplUNKWfsyYMZowyCyBMwSIafqpFwP+5ptvTMqATz31VHnj7777ThNvQwKBsoNAEGrZWYsYyb8j4Mx1pKrnoJfUVUjywgsvoJ/FF1/84IMPTpr0dBY//vjjW2655b777osCUYiru7333rt169avvfaat6p99dVXe+6558orr4zzsMJee+2FGNDYjjvueNFFF6mgU0/MgUopO3fufNVVV7kr3X777ZmSavaWqCBIZefMM89EzTTsv/vuu4cccsimm26KBvSu4R577KGV3ufKqZqstdZajPTs2RP7Nm/eHLVraPzHHnuse+I0mD59+qjTqVOnSy65xIBV0KkekS6y0erQQw/VF72k62abbda9e3ekpQIBlImsscYakFQBYkaIX73Kls0331wXhx9+eKbhxx9/DMlVVlnlxBNPTCxrynfddZeaaQwcEV2bKQdivfXWsyjJIDCZypZVV1313HPPZWT//fen32CDDV5//fVU2fOZZ55ZbbXV6Pv166cOYu7Vq9cWW2xx2GGHGbBlOuaYYzbaaCPlRO2ahAQCZQGBINSysAoxhn9F4P9XcPguvfTSzlnkl7SO9R49eii3bNlymWWWUcgI0pJdHDVqlNN55513RkuaIy3cgHjQj5qiH0e2As2tt97atGnT3XbbzU8xorNbdKVMbrjhBoQxfvx4RlS7/PLLUYsgtWPHjt4SZo1EgTXDUxDOIq1nn31W8Lr++utruPbaa3ul1cknnyySU0crz2xJepHlLbfcolWrVq3q1aungiB14MCBqb6x0bz00ksXXHBB0vipwDICxrui5O22205+VQG7C99vu+02aKjmphk/KQsT1UG3yEwa1qtsScPwTJPyKs1LLwqeNHK5eFHsqMzVIHyam266SeyYiJ9+rqJ3lhmBiQp4UWirkMQduSCVKZlz0CFO2QVht3Xn+hizkYv7+TSDBg2CZ2oVz0BgkSMQhLrIlyAGsGAIrLnmmnhCG2GQOFUBb40ePbpatWoiv8Q9lEkcx9tvv/0999wjd/rAAw84qdPlq6P86aeflvhN1dJTlhI7Sg5LLeJOSsEcYlNw+gvFnN2sYdb27dt36dJFqOrVJ5988sILLygUFa9SJCpCffnll5nyU1lN/IH8FOYlxmY6ErmDBw/u0KFD9erVEb9bSSnTTBOxI94SiXIa5MAlSPErylfhoYceQpzSuXoEAlIUy3piMqOCG6WAz2SFg6JbU9NqQeX444+XmNWKh6FHAjpsZ46ff/45V8ArIkKFbRJcvthii1EmEezKkyvzHtIYQM0BouH6bLvttphVwoASm1q7u+++27ysjvGbL2fFXFQOCQTKAgJBqGVhFWIMC4CAg9U1qvMUwVxzzTUYQnZU+wYNGsgTIhjljPjpUN5vv/1UQ1FCN+dvimLFbQ7rTE0FVO24X2655erWrfuf//yHhqAfT3ld7KUg4BNOjRgxQqI4hYmUDz74oGchYRwX6tcY8Jbb3zp16tSvX1+kmGpm55OTJvtpOgZjqEsttZQoUHNvBdaFcrPdunWTYpVf3WSTTcSFMsyqNW7c2Pg1NBEB6NZbb02JkxAq/pMq50+gMQNQB55nnHFGqqPaAknqbqWVVpLyZYoI7sGCU1dYYQV3pcnakksuueJ//9QBSNJ7qmPkCp999pkFUnjiiSeEvOpIKsgB8AlSkoD7InnAFAuy94atsnWxpgohgUBZQCAItSysQoxhARBApdtss02jRo2wwjvvvCM8TZyHOVyzFTXkwJW5FY0JLmVQCUYsWo1GjItmFIgD3ZOkU14IKMfop+OehSR4joakOgpJDExBvDVs2DAFZrGJQhIUkgoffPBBKsz1KdSuUaNGeoUXzVr5u+++y45QaYSknhlJXaO3zPi9kib1JKbAn+AKKKuArRWIjlxqKiyo8Gk0cbGaHXTSLJDIioNIk9tvv934QT1p0iRDMmzPF1980SvCw0jVlKtXrw4TBeE4/lYICQTKAgJBqGVhFWIMC4ZAixYtGjZsqI3DV/ZP1OXkbdasmfCFMlvc9knzYh1ZWSHa7rvvfsghh7icy64z1zK+ydZrK+KkQTwsFJKjjz7aq4xk2mbOejyReZspiBcz5X8tJAssk3+tLEDMrpP5KVzWqTx25m1xrGUqFy2kUaG3kthxr5yoXWrXUorC+SIyARZLj/K6nqRQF8nDMKM0BhXKrMTAKg8CQaiVZ60rzkzlTnfYYQfzcf4+9thjkreo1H0eTSER0rneQyFCKLd6crD4NaVPC9Wc/08hZqJhQbCr0EKy0047ZTd3xBMEIIymT2WFQtK8efNCmn/9KY8qcv3Xam6Xs+ukxCyNNClyXf6//x1ZbERJjBDRKhQVMShPQgWvFDJN/CSo1PPrr7+eV3Nv/1X4KG6LVZM54Pe89NJLyptvvrn0uH699ZMU6sKaUgLE0iuEBAJlAYEg1LKwCjGGBUbgmGOO0caBSxTWWmstKUEcppwtIssffviBxrHrclS61UGcCRzpiyli4kTD8qUfffSR8EhMrGspxw8//LBovzTyk/vssw/74q0rr7wydSqZieApyZlnnuk5L0H/2EUrN6P9+vVL94g42Ezn1cSoTNNbeekvv/wSAxEDvu+++yhFgcI+bCpf7adXrn4ZB9HTTz/N1aDMFuP3UzrdSBR++uknI/dUzgibyggbCEyx6Yr39NNPV6A3Hk/iFSbm9ygXFWPecMMNjc0ryfk002uvvdZPMB544IFpJI888oi7VZjj+Efn/DeJVZBtTl6LckilRKBsTToItWytR4ymmAg4RtdZZ51U2bF71llnpXKhp5hMKphy8uTJgwYNwjRoDKvRLJBISzr0NRH8dezY8fzzz7/ooot69OjRrl277bbbjj5bjMdPNLDjjjsmGnbbimY0OfnkkyU2vd1oo428VZiPHHvssWecccY555yjCT8AhWslbptXEzH0kUcemXo/6KCDdEoOOOAAbYWSp556KtIyHkYUkBwoGJczb9OmDdYvZFY1Gm15A0YuAYB0MxzpFWEzaSS9oUHcVffu3ZtxbzPBpSyCrHvPnj0T0XpVSPRlQSkRs5HIB6y55pp+Ej6E23GFZ555plOnThdeeKG1BiNadY268847zwcQrUICgdJEIAi1NNGOvnKGAIYQzSRzQpz//Pcfyk2azNPRfPDBB2Mal6knnniiuPb2229HIZkKxSxgx8suu6xp06YipPfee8+xjjx69er13HPPib0KGVEnaTABHtI7Wrrppps0GThwoFeizEsuuUQWWnleIpQ0xxtvvBGbjp7zr9rfdNNNO3ToMK/69LVr18Y06Z/XxUwGTMTTmNilr7a4luC89A/Wyocz3rdvXx0dccQRiRrZIaZAv9RSSym/8soriPnJJ59k4VNuMwAAEABJREFUJMNz9ITNvfbai01xMDQuv/zy119/3fW2Hr01mFQYNmwYF+Suu+6SNKYvKi1atMi4R95aKZRvDMrk+uuvT1G1MWBlhC1UpW/fvr3FrVatmnJIIFAWEKhohFoWMI0x5BwBsY5rS4fy/fffz3g6alu3bn3DDTdQPv744yiBnkjquiUVDxGM5UAXRTmR11tvPblEWV/pTfSglXMZ3WqCJFAsjXDQzyQ476qrrqK89NJLk0aQKrepVZMmTRz3zvHVVlutc+fOX3zxhQppSArZgukNw/BatmypPll33XVPOeWU559/ftddd80msOxWqSyb+uabb+65555arbLKKt27d3/jjTdwVXqL29LYvE2a9DRIE7zmmmu23XZbr4iu+RDQkxJPdVh7+eWX27Zt6z5VBfeXn332mWhVGIqAE5I4snHjxm+99dY222xjsqJAGN588834zIzEoxqyJt6VB9bQAtF4duvWDblq4q3BIGO3oWy6+sXZVkd33BH+xFFHHaWJaoTemFk2KQExpqQ0Bk/CL3n22WdZ1p0mkNl9991dtWqirEJIIFBGEAhCLSMLEcOYHwKOfslMRCgBqJ6jFoEhS/EfpUOfMgmWUlMs2KpVK4evmp4O6OHDh8s3ittkaFnTSkJVzlArPw8//HAaDf1Mgn4wMWV25IQn0OGIESPkGwVbAkdnOlpNTb7++usUrTrlBYuUBmkAKO3FF19Un6AulLzyyivTqzB/QUIPP/ywVi4mMVB2ZTlSY8OyRe0IiIWGmExDomuzK1TNRAYMGDBlyhQVhg4diqc5HDgVaQEw05G5v/rqq4L7CRMmgAuShx56KGzxWcagycrBChnB64mSsWPGwhZbbMEt8EqanYPC+AorrABDI3f9mTGiPg+GZXLaaaettNJKNNnC9WH5559/NuBffvlFDnn77bcHb3adKAcCixyBINRFvgTlaACLbKjZJ28aRFFNRu/VfI7a+bzSMBkpzjPbzvjx43v27HnCCSc47hlxcZtIRTm7WnHMFqrDQiFNcX4Ws9UiqWb8+iUK2ZI06Zmtn095gSrPx068CgRyhUAQaq6QDDtlCIH5HLXzebVAE8i2M27cOBGkPCr6bNSo0VZbbZUxlV0toyxmgbVi1oxqgUAgUBYQCEItC6sQYyjfCAhJ3Vl67rDDDv3795dtXpj5/LdNs2bNmNp0003looNT/4tK/GcgUA4QCEItB4sUQyzjCIhKXVWmfy/BzjvvXJLRimhd9DI1cOBA15N+lsRatA0EAoHSRCAItTTRjr4CgUBg0SAQvQYCpYBAEGopgBxdBAKBQCAQCFR8BIJQK/4axwwDgUAgEMgnAmH7/xAIQv0/IOI/AoFAIBAIBAKBkiAQhFoS9KJtIBAIBAKBQCDwfwjkhVD/z3b8RyAQCAQCgUAgUGkQCEKtNEsdEw0EAoFAIBDIJwJBqPlENy+2w2ggEAgEAoFAWUQgCLUsrkqMKRAIBAKBQKDcIRCEWu6WLAacTwTCdiAQCAQCC4tAEOrCIhftAoFAIBAIBAKBLASCULPAiGIgEAjkE4GwHQhUbASCUCv2+sbsAoFAIBAIBEoJgSDUUgI6ugkEAoFAIJ8IhO1Fj0AQ6qJfgxhBIBAIBAKBQAVAIAi1AixiTCEQCAQCgUAgnwgUz3YQavFwilqBQCAQCAQCgcB8EQhCnS888TIQCAQCgUAgECgeAkGoxcOpcK34HQgEAoFAIBAI/A8CQaj/A0f8CAQCgUAgEAgEFg6BINSFwy1a5ROBktmePXv2hAkTpkyZUjIz0ToQCAQCgQVDIAh1wfCK2mUfgVmzZn322Wc//fRT2R9qjDAQCAQqEgJBqBVpNWMugcC/IxA1AoFAIE8IBKHmCdgwGwgEAoFAIFC5EAhCrVzrHbMNBAKBfCIQtis1AkGolXr5Y/KBQCAQCAQCuUIgCDVXSIadQCAQCAQCgXwiUOZtB6GW+SWKAQYCgUAgEAiUBwSCUMvDKsUYA4FAIBAIBMo8AuWaUMs8ujHAQCAQCAQCgUqDQBBqpVnqmGggEAgEAoFAPhEIQs0nuuXadgw+EAgEAoFAYEEQCEJdELSibjlAYPZ/x1jw38Ii+c/ZVf4ZyD//v0i6j04DgUCg9BEIQi19zKPHfCIwew6P/v33rD9//2vKlEUkk/+a/Pvsv2dWqTJnMFXm8heqQCAQqHgIBKFWvDWt1DOaXfBPUDh17Lhv7r135I03LBL58qZ+X950w7SxY/8ZSqVejZh8IFC5EAhCrVzrXeFnWzAnKPzr98kTP3j/59dfXyQy4bXXJrw+7K/JvxVUeLjL6ARjWIHAokEgCHXR4F7xev37778nT578yy+/jB8/ftKkSdOmTcvMcfbs2dOnT/fMaCpDIV2iVoaZxhwDgUAgIRCEmnCIZ4kQ+O2332655Za99967VatWO+6440477XTaaad9/vnniUR//vnnyy67DNeWqI9oHAgEAmUBgRjDvBEIQp03NvGmeAj89ddfffr0OeOMM/bcc8++ffvecccdZ5999qefftq9e3dUyobI9bnnnvvzzz+VQ+aKQPI8Cr2iJIWU2T+LvpUn+PDDDx999FGYZ2oOGzZswoQJmZ9RCAQCgTwhEISaJ2ArkdnRo0c//PDDCPWkk07aeuutN91003322adz586vuUqcMOGbb75p2bLlO++849U666xz3XXXjR07dpNNNvnss8/ocfCsWbN69uy51VZbrb766s2bNx88eHDCbsaMGXfeeedmm222xhprnHXWWTNnzkz6CvZEivfdd98WW2xh+nD74YcfaDJzNHf6jJx//vneyp8feOCBlHvttde7776bqazw4osvXnDBBU8++SRTyJXG6kBv8cUXVw4JBAKBvCJQckLN6/DCeDlA4L333vvpp5+6du1ao0aNNNyCgoKNNtpo/fXXx6lLL710+/btGzZsePTRR2NZxIkaR40a1aZNG/zatGlTt63PPvusRPEpp5zSqFEjp/8bb7zBzhdffMEm0u3UqdOvv/6KRSgrmGDHm2+++frrrxfZf/nll7179wYX9NI0FdAhrNJzySWXhDD0mjRpstZaa6mPNeGZnUtX3nXXXW+44Ybvv/9ekEqQLrNLLLGEvpLZeAYCgUCeEAhCzROwlcjsuHHjZH2d/tlzXmaZZVZaaaUxY8YstdRSbdu2XXHFFdHqCSecIH5VTfCUzv1LLrnEWS8niTW32267k08+WYiGKtSRIl577bW17dKlC4ZQjbKCiUzsM88806NHD7BUr15dPJo9zUSBCdgXX3xx6tSpRx111Pvvvw/V8847T/0OHToARBzvmUQTkT3nQwGAF1988WGHHSbK9zbZUQgJBAKBPCEQhJonYHNktjyYqVatmuO70Egd6wgAmyZ90dN8v/3209Bbba+99trDDz9czIpx/Uyy2mqrLbvssscee+xFF100YsQINSueiOzffPNNCfNDDjnkqKOOcvcpXs9MMxs0GfV99913hRVWeP755wWpQtVUTeHVV19NZU8hvnCfNbl01PvHH3/wUehDAoFAoBQQCEItBZAreBfSuY719M8fZaYq5YgFt9xyy4ymUEGTpPnxxx8vu+yyVq1aufl76qmnktJzueWWE3udc845+MaVoQwwZQUTkT3cGjduLAQ3R+Q3fPjwonMUxX711VcuR1EsYDkcmToyARyXzE93sUC79dZb5c/vuusuXotMu1TBFVdcwcXJVItCIBAI5AOBINR8oFq5bG6++eZys+JLuV/Bk+N+4sSJjz32mNN/+eWXh0XVOX+YQ6a36LH+zjvviKs0lxZ256d+EulQlXfbbbcnnnji66+/Fr0lfQ6fi9wUYOR4ASgWdxsq6T1r1qxCo0K6t9122/7771+7dm2vsC9gFZLAvEGDBqnsKeiXFXAR+8ADDzRr1kyQyuDbb78tik030+qEBAKBQJ4QCELNE7CVyCwilJgdNWpUu3btpGcvv/xykdY999xz7rnnCl4B4XyvX79+165dxUkSkjQE73qSTTbZZOLEiSpfeuml7Cy55JKUOGPIkCEywKx5JcbaZptt6CuSQKBevXqcCYlZ5SlTpmBHE0SBH3zwwa+//qpMjxRHjhwJBD/J9ttv7/Z0/Pjxysn/OPTQQ5Wz5aGHHnr55Zeh99lnnyFp+K+++urZyeTsylEOBAKBXCEQhJorJCuvHWGWM/3+++93do8ePdoh3rx587vvvnufffaR10UJdevWdQW4xhprfPPNNxK5YrKDDz4YDSfIVl555T59+tSpU+fbb7+VqDzppJPU9MotIK5lTcjFWosWLSgrknAazF3o6QrZBC+++GLOxCqrrPLnn38eccQR0rwmK6YXX8Izxfo0MGnduvVxxx03cOBA/geUWrZsSZ+Rzz//vFevXldffTW23mOPPQYMGNC/f38EvOqqq2bqlEohOgkEKh0CQaiVbsnzMWGZxs0226x79+63z/kTofq52GKL6QttYFx3ezfeeGPfvn3xooDppptuwqzeEm+xwjXXXKPCQQcddPbZZ6dgVHQrqL3jjjsEqZqrpnIFk5o1a/bo0QNcctpSviYrf0uJKTfeeGO+iKQ3d+T444/P/BdJQf3II4906NBBk0MOOURql9eSDUufPn1kAmSGKffdd188zUjPnj2bNGlCExIIBAL5QyAINX/YVjrLiTud+ApFJ48RSdJnCumnJw1R0JYoEAVKT+Xiypz/hZdF/2+l/+d/Ra5Ym8sEd9llF4R35JFHJtasVatW586d11prLRPnlLRt23ajjTbKnr4mXBBN5ACUVct+269fP6mCpPGKcemBYNMESMV5xkzKJALF2vNlcuQxqEBgbgjM+Z9vq7b44kuuvXa9phssImm69IYbVlt8ibmNL3SBQCBQYREIQq2wS1uJJza7doMGaxzZtsnJpywqWfvkLouttGKVOeFyJV6ImHogUC4RWOhBB6EuNHTRsGwiIN1bULV6jZpLL12rfv1FJbXr169Wo2YVYymbIMWoAoFAIA8IBKHmAdQwGQgEAoFAIFD5EAhCLcaaR5VAIBAIBAKBQODfEAhC/TeE4n0gEAgEAoFAIFAMBIJQiwFSVMknAmE7EAgEAoGKgUAQasVYx5hFIBAIBAKBwCJGIAh1ES9AdB8I5BOBsB0IBAKlh0AQaulhHT0FAoFAIBAIVGAEglAr8OLG1AKBQCCfCITtQOB/EQhC/V884lcgEAgEAoFAILBQCAShLhRs0SgQCAQCgUAgnwiUR9tBqOVx1WLMgUAgEAgEAmUOgSDUMrckMaBAIBAIBAKB8ohA+SHU8ohujDkQCAQCgUCg0iAQhFppljomGggEAoFAIJBPBIJQ84lu+bEdIw0EAoFAIBAoIQJBqCUEMJoHAoFAIBAIBAL/IBCE+g8K8f+BQD4RCNuBQCBQKRAIQq0UyxyTDAQCgUAgEMg3AkGo+UY47AcCgUA+EQjbgUCZQSAItXRoKw0AABAASURBVMwsRQwkEAgEAoFAoDwjEIRanlcvxh4IBAKBQD4RCNsLhEAQ6gLBFZUDgUAgEAgEAoG5IxCEOndcQhsIBAKBQCAQCCwQAgtIqAtkOyoHAoFAIBAIBAKVBoF8Eers2bNhOGPGjA8//HD48OEzZ870MyQQyD8C/3x4VQqq/CNV4i8QqLwI/LMTZlf551l5MSjtmeeeUO+7775u3boVFBRMnTr13HPP3WWXXVq3bn3RRRdNmzYtsWxpT7H89JePkWZjnl3O7oueZGvKb5kj988Z4hQh5XcaMfJAoMQIFFSZPbuAYxk7ocRQFttAjgl10qRJQ4cObd68uQG89957Tz755FlnnXXZZZc9/vjjQlUsSx+yQAhwRL7//vsvvvhi5MiRY8aMmT59evGbz5o167fffsvU//LLL0899dSxY8fS/PXXXyeddFL9+vV32GGHCRMmnH322U899RR9SeTvv/9++umneVElMVLCtr4xZ8jsv2bOmDRp2oQJIYFA5URg+sSJs2b8VcC7RKol3FTRvNgI5JhQ5XgFpssss4yCA3rddddt3779HnvssdZaa2Wf7MUeXmWvOG7cuAsuuODAAw88cs5fu3btHnvsMbxVTFy+/fZbDg1aTfW//vrrt99+Gz37+fnnnw8YMKB79+4nnniin6+99tp3332nUBIR5o4aNerdd98tiZGStp3jjv/xw/efX9vn4549siTKgUAlQmDEVVf+MXp0lYLZBQVztkRJ91W0LxYCOSbUpZZaqnHjxjjAOT5kyJC99tqrTp06gqEpU6bUrFmzWCOKSnMQQE5i05NPPvn+++/v0qXLbbfdduuttx577LG1a9f2ak6V+T1SnYkTJ77wwguprLZglJGNN95YeezYsUsssUTbtm0POOCA5ZZbjn6//fajT5Jpkn56FtVQFpJq1aoddNBBffv2LaQv+rM41oq2Kpam4J9af/81Y/qE8VPHjAkJBConAtPGj581QzbLfiD/bIr8/b/tTPJnvxxZzjGh1qpV64wzzlh99dXleDt06LDvvvtWrVr1nXfe+f3331dddVW4BO5AKI5IXcLtmWee6dy588EHH7zBnD+ct9tuu+GtmTNn8lrWXHPNZZdd9oQTTvj111+TzdVWW61nz57urVdcccVBgwa1bNlSmlfCoO6cv+WXX37bbbeVPcbQe++99/jx49dYYw1vuEFbbbXVvffem4y89NJLm2yyCb3UgshVQHzzzTfvuOOONCuttNJpp52WWUTB7s4770y/5ZZbPvDAA/T9+/fffffdkx3Zadn+hg0bLr300jvttNNXX32lgldHHXUUFr/rrrvMicFsAv7xxx933XVXBps0aXLPPfeoTDhkxx9/PNY3qR49eiQj9CFlCIEYSjlEYPLkyfz1yy+/3Dljt5qBzSX4sZft3EceeYRPT1lI3njjjV69eg0YMEDN9Mph5cC/9NJLue+ZfFh6NWLECGeLc+bVV19NGidSs2bNXA6mnxXsmWNChaxT7/bbb4ej67rFFlsMXq1bt3744YdhqqyCZ0hxEJAz933jkmzQOCjYtFOnTg899NDRRx+NPmVxBbJ//PEHmz/88APwES3aW2+99RAnEr3iiit6z/nj69gDRA75uOOOW3LJJS+66KKrrrrKjqJMFj788ENu0EYbbUSJaG0t3b311lubbbaZmiJalGk76Us+2WW5EV5yySUK3hqnhH/K7bPmAxD4ok+DxMotWrQwPA1t4xdffLFPnz6HHnoonu7cuTMKp/dW9CylYTPzCYwW6dKfeeaZtqsnKD755BO9UIYEAoFASRDghdvI9rttft555zklZsyYIfKxYW03TrCdfsopp9Bk9+KSiFKeDK3iRR6w7SwvhV+d9ux07do1m1MHDhzYpk2ba6+99rDDDnMI/Pzzz44mfbGfbbbClHNMqAkX93NSlE5k12kOXCes6ESckd7GszgI+Pi++eabevXqVa9ePVM/cQkmu+WWW/bcc8+tt94aA6FVseynn36aqqGoiy++GBs1bdp0n332sVukCtQheFQdlKyhSNcG8K0fc8wxthA9sVj2Aza1AbDXnXfeedJJJ8nV48Vzzjln0003FT6i4WeffVZNW8jOEUdi92uuueamm25iISPG8/zzz1955ZUXXnghXveWHT5sqmB2dtrZZ599/fXXK997770MolhP4zFyIez6668/bNgw9d9//31uwSGHHHLuuecOHTqUJiQQqFQI5GOytr+NaXvyrTm1Akfe8J9//intJOlF6dVPP/2Ed7N7dyYcccQRPHhbXmUHu0DWgc+PZ80OdVZk/9MYGFSOypHi+gkRIGnZLGmtbJsVqZxjQnUg8lyciZC94YYbBCLOXNG9kxQNVCTgSmEuUrtz9UJGjhyJhPCZeJGgz7QTDEkTmQA0rLxAYuHUl/YRjErDYk0/kzWvRMMSuXzM9u3bSxRbU/LZZ5/pSCZWTSS94YYbKmTEVvzll19kbpNGwh+hYtn0k/111llHWTzqaWeaEfq05RC5SRE8qhdvbV1exf7772+HmylNSCAQCJQQAddz9evXt8fHjBnzxBNP2I/iTuIW6b777hs1atR1111nU/uZ6chRwI8fPHjw66+/fvXVV8uE8XoxsVDVjlZtiy22qFGjBpZVTuIESFllB4jtjwU48elVhXzmmFCdd+7brBOfRcbPgWgN3OHBTnLAM6SYCKCotddem1uHmQo1wT0IxrWHj57wKMWyrktTtRTFpvJCPBm3ZJmGrE2YMIF71KBBAxGn7lBjqpCe2TUzZQVvmVJI4qeC3euZhOVUyDx9LW7fdZGEb8uf9VbAKicsVuYFK9OEBAKBQAkRsCWll/DlKqus4pyRzUKxElqySvgSWY4dO/ass84SyGZ3dOONN7pL2nbbbeUgZYYd9W6LuOCpDv948cUXHzduXPrpKTEmGSZCFdpKU+2xxx78ZvGVI8vbsiG5HEWOCVU+XVyCStMyWDPnJp/FT1GIn7kce0W3JUMr/pNdkUJxkYmf3DKOHj2aL4mZJD9BCgNOjBzAXLFVDTFrpbnoc651WCCWifBPN9tsM11wWnWHSjlGGF1HhuF2HHmzoyZG53uqwD9VU2TpKpedjKy88soG/8EHH0ybNk2c/dFHH2nIvc1UKFQw1O23397HI/5W31ub3E/GWdbWhev5558fbhlkQgKBkiNgF8s52WI2r5ujjh07OiiQKLZzbfTkk0/qghebzY72crdu3RwOglRpW7RqgzveWVCZpHMGKysnEbnqRcLJvSnm/vrrr1nWhJ1sy6lyBXjmmFBr1arFQ4EaaCwYcYiD2znosKYMKT4CnESh4YcffuiO09UmcbHBqRQsojd3FaeccsqZZ57JfXET6VsvallNl/8y8D169HjrrbcsR9E6hTS+e3tMR927d5d97du3L2qURj7ttNOSRhyZmrRr165x48ZHHnmkvWE87l2SPj3XXXddSVr9Gp4LXW/x5bHHHpvezvVp9zLohkZ9ffnpbtUWVSA0kh9bbbXVXNuGMhAIBBYOgSWWWEIQiU25sM8++6w7Hdt5l1126d27N74cPnx4xuwnn3wi0+tQEs66iBEmDRw40L2P259UR7J3xowZ8kzpZ+b52GOPvfvuu84rscFBBx3kRBLL6ihTocIUckyofBNuy+WXX96nTx9BPV/GlbXDlEuCHopzoC9yZMvOAARtSOuBBx5o1arV77//Lkrr0KEDcrUBevbsee211yLLX375BWvK93JljJybuemmmyokWWGFFewKdCigbDjnv77SoUOHRo0aebvaaqu5zOD9KHuL6qRllPmqd911lzI3yLUHbpOxdx1+wAEHiFMFzbpOgaZt466FRlpCfXe6mjdv3pxZBYNEpZdccglGxMG2qAFTerXrrrtiTZ6WsjlKCu2www7KHFgMiqF19Ouvv9rSBuDLkVxySWM8xqCsZkggEAiUEAFhD1LEo7bna6+95nyWv5WFknZCe7bniBEj0J6cML60zSWulGW8uPhYU3OHjzSVzeuod847o2zPLbfccq211soeGzv9+/d3EElZOXBkuWxwAQDj2dUqRjmXhGoNwM37OPjgg8877zzZdiGF4xWtnnPOOQKdigFZac4C1WE4YSgkr7vuuv32288Xzy/BTP/5z38uu+wyegzHicFMBsaPoVdIYjk233xzVxcXXnih4A+/imXThYcL2l69eiUa1lZDBKaVsiYXXHCBVu3bt0dyulNZGKqt1A3qxZRq0ts5Ilc1+Z4bbLABJQqUMlLw1vazD43QyNEk4qf0CoOqk8qeKvAS6AnuF4zS+Hh8OThbBZb1QtO5c2c3uKqFBAKBQAkR4Cjz0fnieO7NN9+0JZ0tThK73m7lrKNbu97uUw1lejpDxJpyY8svv7xAUwbLgbDFFlvY4GravK6H7rjjjnSqpOEhzrvvvvvwww/XlkbWymXqJptswqt2ttBUMMkloTr7oFOzZk1syqmRZ4fdM888Y7W22WYbr0IqPQIBQCAQCJQJBFAmFpSklel98MEHZbYc4E7vTp06ffHFF1JEL774Iu+ch82nf+eddwSjxr3TTju9+uqr3n7yyScca/Up9957b2GoFK4MsDCXJiPCX/lhfrZwi1KqSTQsxMLZLNNUMMkloWZDI68oLy9A2XrrreP2NBuZKAcCgUAgUDYRwKlpYIn/UrnQcz6vCtX0Uy5ts802q1u3bsYyZQWW3BOquy7ZA5l0Hk1GpBN5NAu0EhUY9JhaPhH4518FPuffXqpQyaRKzDcQyEagykIfufPhv8yrTCGf27mc2c4xoc6cOdPN3OWXX+7WWqIgI+uvv77r6FiAcvZ1lMvhItPZvrSCqtUKqlYNCQQqKQLVqhZU+Wcf/ONllcuNXC4HnWNC/eWXX4YPH96xY8e333773qy/3r17u5ReaHepXEIbg140CPDQC2rUq7fCDjs02nOvkEAgVwiULzsrttqpVv36/4So8T/fVooHUY4JVRhar169hg0bVqtWregs+EtFlaEJBHKKQAFrtZZbfuV991+j3VEhgUDlRGCVAw9abMUVqxTM+T9bIqRUEMgxodapU6dt27b9+/d/5513SmX80UkgEAgEAoHAvBAomNeLMqavIMPJMaG6Q33vvfcmTJjQunVrOd6MtGrV6uOPP64gmMU0AoFAIBAIBAKBIgjkmFCrVq3apEkTd6innXaaUDUj++67b/369eMOtQj+oQgEAoFAIBCoIAjkmFBdne6xxx7nFvnr1KnTSiutVPw71AqCbkwjEAgEAoFAoNIgkGNCTbjNmjVryJAhglQ8esstt/z2229JH89AIBAIBAKBQKCiIpB7Qv3888+33377k0466dlnnx02bNiVV17ZokWLoUOHzpw5s6KCWN7mFeMNBAKBQCAQyD0COSbU6dOn33777TVr1hwwYMCTTz753HPPPfTQQwcddFC/fv1GjRqV++GHxUAgEAi4P/+QAAAQAElEQVQEAoFAoGwgkGNC/fXXX0WoZ5xxRuvWrRs2bFi/fv3111//hBNOqFOnzvfff182phyjCATyiUDYDgQCgcqKQI4JNcFYr169VEhPAWvt2rVnzJgR/5RvAiSegUAgEAgEAhUPgRwT6lJLLdW4cePrrrvuiy++mDx58h9//DF+/HiJ39GjRy+33HLxT/lWvA8oZhQIlCYC0VcgUJYRyDGhikSPOOKIn3766fDDDz/ppJO6dOly3HHHnXnmmTLAa6+9dlkGIsYWCAQCgUAgEAiUBIEcE6qhNGvW7I477ujQoYME79ixY92kClhPPfXUunXrehsSCAQCgUAgUCYRiEGVFIHcE2q1atVWXXXV448//s4773z00Uevv/763XffvdCtaklHHe0DgUAgEAgEAoEyhkDOCPWjjz567LHHpk+f/umnnz5Z5O+VV16Jf71DGVv6GE4gEAgEAoFALhGYH6EuUD833XTTkUceOXny5HvvvbdTkb/zzz//22+/lQReIJtRORAIBAKBQCAQKC8I5IBQE01279796aefXnrppV2XPl/kT/p3nXXWiX/Kt7x8FjHOQCAQCAQCgQVFIAeEmmhylVVWadGihQvUpeb8uUZd7b9/yyyzDKKtVatWot4FHWIFrR/TCgQCgUAgEKhQCOSAUAvhIU7t1q1b9r+598EHH+zVq9evv/6aqLdQ/fgZCAQCgUAgEAhUAARyTKhTpkx54IEH1ltvvRo1amTQad68+UsvvfTFF19kNFEIBPKLQFgPBAKBQKDUEcgxof7xxx8///xzy5Ytsyey3HLLyfdOmjQpWxnlQCAQCAQCgUCgIiGQY0JdcsklV1hhhUGDBo0bN27atGnTp0+fPHnyRx99NGbMmMUXX7wiARdzCQQqLQIx8UAgEJgrArkk1NmzZ9epU+eAAw544okn2rVr16NHjwsuuCD92we33HLLJk2azHUEoQwEAoFAIBAIBCoAArkk1PTPHLVq1eqWW25p0aLFyJEj33zzzVmzZp177rnIdfnll68AeMUUAoFAIBDIJwJhuxwjkEtCTTDUrFkTmyLRBx988Mknn7z11ltFq40aNfJWCOsZEggEAoFAIBAIVDwEck+oU6dO/eSTTx577LGhQ4c+/PDDQ4YMGTx48FNPPTVx4sQUwlY8EGNGgUAgEAgEAuUAgTwPMZeEKgD9+++/MeiBBx54ySWXnHXWWd26dbv++us7derUr1+/X3/9Nc9zCfOBwP8hUFBQpaCg4P9+xH8EAhUEgdlVqsyuMtuzgsyn4k0jl4RaUFDw22+/iU0PPvjgu+666/DDD8est91221VXXbX44otLBZdN+PgBZXNghUY1atQoKfRCyorxc+zYsYMGDZLDKPl0nDeMzJo6/Y/vv58yelRIIFBhEJg2YYJvu0o4iv+gUEb/P5eEaorTpk2bPHnyAQcc0Lhx42WWWWbJJZdceeWVd9ttt1q1an3xxRdliroM5s8//+zVq9cVV1zx3XffGXy28AwuuOCChx56yIzUzH610OUxY8a0bNmya9euC2dh6NChF1100cK1LeOthg8fftxxxxVdhYUe9u/ffTv8skveP7VLSCBQYRD45r57Z88OOl3oU6E0GuaYUEWi9erV+/TTT6tWrbrKKqs4KL///vsff/xRCCIbLIQtjTkVrw+DwXBXXnmlALp3797Tp0/PtJs5c+aJJ56Y9BMmTFAz86okBV5FixYt1l9//aJGisPZuRpG0d4zmuIMI1M5FYo2KaqZV83569Nbz3kZ9KqoFPyfA5/SYgVV/vkZz0CgIiDwzxz8/z+fdJWF+yvmVipmtewxLEST7OYVppxjQhWSbr311vfdd5/TH3O4Nz3ppJO6dOkyY8aM1VZbrWyitvvuu7/22mtffvllZnjKgwcP3muvvTKaP/7447333nv22Wdffvllk0r633///e23354yZcpnn332wgsvcB2yv6pffvlF/VdeeUUh1QeOZPhOO+2UfvIwPv/882eeeeadd97JpvP0NvPknTz//PM//PBDtnFvDeONN97waty4cX4WEhE2szyDDz/8UBccmkwFdjR58cUXjZlLkdH/9ddfH3/8sTFrYr2SftKkScB58cUXFZLG8+eff6bR/KeffrLQNITZTz75RPORI0f6+Y9UqTJr1izgUHKtzDcpPfUFT4P/5ptvMhbopTEosyfLoXn99ddZePfdd6dOnapOSCAQCMwfAZtxrhWy99pcK2hI/rVa0bYL0aSokQqgyTGhCkxdnfbq1Qs0a6yxhmzqJptsstVWW4n2/KQsg7LxxhujOlziS0rSv3//9dZbb7vttkujxXY9evTYb7/92rRpc9hhh7Vr186575UU5amnnipXueeeex5xxBEHHXQQ2qBnBNng41R/7733ThyDgC+//PJHH31UHQzdvXt3XN62bVsZ8n322UeqnD5bsJG0MztHHnnkHnvsYYTeMu757bff0uvRq//85z/4hjJb9Hjaaaedf/75hq0Ll9nDhg1TAathLG0NmDDrzpvSHPv06WMYxnzooYc++OCDKn/99de77rorJ0BNvYwePVrvDzzwAGSsMiXn4P7771fTUE8++WRmNTepxL7mK9AHDqVXF198sZoEH8PEwAyefcRPyYKvRS+U3uqLErMye8ghh7Cw//77d+zYERPThwQCgcC8EOCm33TTTfapjZapY3/Z+PT2u42Z0dvRyk4AZ9ett956++23SyjS0Isr/Hz44Yf//PNPmoxw5c8999zNNtvsvPPOYzbpnTac7FSuzM8cEyp8P/roo2rVqsHUc4MNNnDthzmERJbBItGXNalfv76o+s477xSW8bPETL6Ms88+O/NPUZmI09zn6FPDlCJR0ZK5ONwFT6jLN/rSSy9xJnyvZidu40D44BCSEHaFFVY4+uij6X21mEZEq+DbveOOO6688ko2FRjBW+pkiwD06quvRjDe+l4Fzd4aoWvdVq1aMWsYPvottthCtezNo5q5aC66FVKLOG2hu+66S9dWoUOHDrycESNGeLvhhht27txZFGgYN95442WXXWbwAwYMWHfddVHstttuu9RSS7355pvWdKONNlJNq1NOOUX5gw8+QISrrroqoL766isR8M0333zttdcCB5JLLLGEOV5zzTVPPPGEjY0XeRJ+vv/++76Qbt26gcWVsMEfddRRiTt5GDwGSuAvtthiXAGzqFu3LkJV2ahgay4ib/qQKlWqBAiBQCEEHEqCgU6dOjlnbrvtNsdO+gf9bB/Hi6OY/rnnnhs1alSmofPEluRM81lFCF45zby1czm7Th4Gmzdvnn28ODf8HDJkCLdbnkmnTjAng8BJw0ouOSZU57jjWJ4zAyu4xV6CD4epxcvoy07B1eb222+fPiY0gDjxgfjJyNMgq1evvuGGG/o0H3roobfeemuZZZaRKfUVms6yyy6LFJs0aSKhveWWW/q8NPFtcfdE5ILRV199tVGjRtKe9BlBbyhK4LXvvvui4ZYtWwr4WM5mC70/8sgjGIUzWKdOHbQqeZ4s+MqRkIw6Fvf160iPvvL0NvNceeWVL7zwQk/Ue8YZZ8jcGjZyFY4fe+yxLJuIQo0aNew3T5ffGE7wvemmm4ra9YImpeuNn8/Rr18/++ree++VRkaZbDZs2JADq+3jjz+uOYNcYxvSPTFfBEGyhuw9bTzZWnAxAkYuC07VBZy7du0qzjZmt++OgKZNmzZu3NjUOC6UbK611losiIMNxsgBSx8SCAQChRBwYthiWNC5ceaZZ/J0nQnum2xY22f55Zd/8sknxTb8WqdZdlt+P2fd7uPFIl15IAeRE8Ppcemll7q/c9ahzEwTDj0/2wng5MGsfGt1+LsO0kydSlvIJaE636+77jpHnks7y5aE7yPucZQ7c8ssyiI29CBTzYNzlGNTQ/V1ehJewvXXXy+Swx+DBg1yvuNdeuIbql27tpqiWCyS9DhDMIdN757zh/xQpsoZwS5Cdp1mNMp6wRkZDVMCOx8uy0m53HLLpYJ8r82DqueYv1vcJmBF7elt5mk8ODL9REViU0EnarcT0H/Sr7jiin7aUQ0aNOjZs6eQV8iowL3Qi3kZWKrpaV9ZRyzIw/CTGJ7tyj/QO4g4UnK8tmVSwkHwmgYpTpUGsJMhLFCWK9Y8W9hMXwgPg5igtwCxq+XVGXEo+MkyfUggkGcEyp95u9Wgub98U9vEOcwZ5ZKKZ5zMXFXptKeffloOydmiZkYca0svvbTDgXf+ySefaIuJHVDbbLONOva7tvJGyklo+MT2oyNCMgmV8vX1m95W8mcuCZVnJKvuUBbJnZX1x39xKyZPWGax9j25PpTEQE6iPQGroaYzXQEHCK3at28vayqxueOOO1KSTAXlbElMJsnJrUsibZJdAXNgOOSUUSojTtyW0fjpY+UMZjSZAhpDOYK8ZNyzd+/eLn0zFYoWxIvCXP2utNJKymaU6uA2dMjT9Mr9pUQ0N8jy2S1cWhM0sFTT05BMzcZTTqJMyaXwdE1rZ9palvucc87hahi/q1PDy8gxxxxj4jY8Ck8WdJEKc306CMTE0GPBEsx/jnO1EMpAoFIhwC+3kddee23XQPJePF0a/rFNhE15+RJCjuhsTGSt3LY42VzuSJsJgZCu+6yMO+7QECEg2rRbneQSyLYwKpWR4ouvssoqffv2dcfE51aHZNuvVOVcEqpjXYbhuOOOcy67x87I+PHjpQ7QQJlFlnPn6Dc8fCAmk3VUpvQkWM3nhTaUBUmZzzFTgT5b8JNoMn1e9NqCQiEjXDx1Bg4c6OYSt/ko5cllRzNfcKoppNPdsGHDhHpSxD5Zeh+r3cKCLI1P3Bg87RkFr1TICOO4TU7GZpB05W+KRzmbvEtbi02vFDiwvEuVZYRYWHPNNd2FIFr3oxhRykE1yyr6lNHdYYcdoIFxaZi1o0T2rVu35tjalmheuthC+4m/vTJHc09jE5erYI42OXeLC2wM5iUlkBlzpmAkRF+2KLJXdmVr5AqZOlEIBAKBQghweV1/yqL16NFDrkhUassISe04Lv4ll1ziPiUpMw1tMVv+lltuke+VKH722Wdls+xZB1eqYwtLIHGaKWkcC8IPeSxE6wBxTLVt29Yhf/HFFzv01CGqzU8q7rtcEiqULCe3yNmtXEjKIMppSOnprpHv5tDHGSjBV2j86RsSOHL63JW6yJT49Z2lJp6pgprKSZTXWWcd9xBcQnG5T+2II45wpUGfEdHb/vvvj7aZbdOmDbO6QF2ZCqmguRsRkTEj0p6777576oJLyIt0J23AqTl/xUfvbWqYnvaA+2C9y2DLHh966KHmJdkrTLR5LBMZOnSojSFAR6v2m8pEwge7i1ClW9HYAQccQGniwDEGrQTH4lG933PPPV27dpXIRcByxfxWNc1Okt+XYNhul3kqaZCa2HV2Y4cOHdAtUyaujq6NHNemYSsn8XPzzTd3M33YYYexslLZ1wAAEABJREFUgLzxK8DpQwKBQGA+CNhNTg+xgQtO5wAv1t5xptmb9evX539nt3X02dr8ckrnA37lYfNi7VYaIsAVldqVyhkRCXTp0sWm5lhzoyWl7FZXPHrJ1KmEhZwR6hdffMFbsZC4QcZAQJMt7733ntRiWcPXUCU6WrRokQZ27rnnSi3usssufvp6JH5lsIVTYlPOF+fOsX7FFVdI/CIJJ3tKdAjpUn10goGUfbV4AqGKd9HPKaec4muj96kRwaXyxhtvjBQRDwbyVj5T3EmfLbq+9tprVWNNv8nlTBWMxMiRHLLp1KkTjkxm09v0xIhmdPzxxxsGBk33uPbJGWeccd111+E/rUS9+JLSLPR17LHH4m/UJeiEAPs33nhjsi/r0KxZM9laUKigJrO33XYbI2rCUBeY8uSTT9ZEHGwM6rtYRfYG6ZWGXFp6XoKGXOZ27doZCWbdYIMN2LeZvWXN2G644QYFfCztAR+juuqqq8S7aqoTEggEAkURwIuSug5br+R+pL7sINeoIpxXX33VCTxy5EhvHTU2l0jULnMB5DCRoOJGC0xtXo4+f9qBYJMy+Nprr0kIc8fZzIiQ134U7KJt9n/66Sc1edUcZZYz1SphIWeEms5NSTkn4B5F/hyI7ibnge8iUyMhuQuZyTQCftmee+4pW5t+Ot9FqyIqPwWF5oQyBUybbbaZGNR3I+CjRHsq+ClQw0PKRCvVXEhosttuu6211lqUvlrenFSqsvrse5Uq6JqyqOhXFIvzOJtcy1atWqU6HBeUbPC6MAbbhsH0KvOk4Xv64oWSGI4HkF7ZALI0XEtmcR53gR6nMiiWpeeN+kmpiZqq0RuAn5T2jFtk/SYlDeEFN2/enHLffffVFw0xAHPceeed6VXG6IZN76lfGn1tt912+sL9GvKjvSWg47IosGDzqyagB+9OO+2UWR1vQwKBQCAbAWmh6dOnc2ptKF4pL9b+4t87fhEnjrSPiH2klbTwW2+9JVqV76W0zR0jdvcFF1zgqLn33nuHDx8uZjjhhBP47ltttZUmSUQFjz/+OG7m6erRaaA7RyI+xtypTqV95oxQRVESm05w2c67i/yJfpyMULYYnpVQJFdFZiI8gW8pgOBDtyvwXCn0VQlXM6YcCJQ1BOx0ripeHDZsGMddytBRzLM3TkGnvNq4ceOwIKVAQmW5Kwk51z082u7du3/99ddjxoyRsko+6+qrr+4ulh2RrjCDZXaScHM5+rJrqJqGNbGstniXnmXKSis5I1TB3Omnn+4EF6AIpKxBRsQoHBzxHJQthmcllG233VbG8sEHH8SppQAC96VXr144taDgn3/7Z2UC/J9/i29BCf59p5UJq5hreULgny973uMtmPPnvf/0nL+oQwrVoUlSSF/0p3TUGmuska3XMP3MFNLPyvbMGaFmgJOad8Em85DRuHKTB5ZzqMzOi8wwP0N6uXQ+OO4LJ4Z/k1mFylSY/d+jx3+GBAIVBIGCf/7XUKtU5lO07B9iOSZUrHnPPfesu+66Uo6ZySOSIUOGyMiXDpdk+o1CJUTA2VmlSsFiK6yw2mFHrH18p3xL2A8ESg2BFXZsVVBldgFerRJ/ZRSBHBPqlClTfvnll9atWxcU/P9lF5zJ1E+aNKmMYhDDqkAIFMxJ9tZYaqnlttpqxZ13DgkEKgwC9dbfoMo/n3dBlfgrqwjkmFBdENarV+/pp5+emvW/tPXJJ5+4D0832GUVhxhXIBAIlDUEYjyBQDlDIJeEKrlfp06dPffc84477th7773POuus888/v127dscff/xqq63WpEmTcoZNDDcQCAQCgUAgECg2Arkk1IKCgqpVqx544IH9+/d3mdq7d+9LL730kUce2WWXXfr167fCCitg3GIPLCoGAoFAIBAI5A2BMJwHBHJJqJnh7bDDDsOGDfv555+/+eabCRMm9O3bt0GDBuiWZOpEIRAIBAKBQCAQqEgI5J5QhaEuTR988EGx6QsvvDBo0KB77rnn0Ucf/eWXXyoScDGXQCAQCAQCgUAgG4EMoWYrS1QePHjwIYcc0rFjx07//evSpcuAAQMErCWyG40DgUAgEAgEAoEyjECOCXXKlCkC00022WTkyJE9e/Y844wzxo0b57nccsutuOKKcBC/eoYEAoFAIBAIBAIVDIEcE+rvv/8+ceLEk046aemll65evfrMmTMxaJs2bX777bePP/4YdpX0GtXMQwKBQCAQCAQqNAI5JtTatWvXqVNnzJgxiLN+/fpffvnltGnTZs2ahVCz/5upFRrSmFwgEAgEAoFAZUQgx4Rar169jTbayI0pQl1vvfUQavpf6Ro7dqysb2UEOOacfwSih0AgEAgEygICuSRU2V08evTRRx9wwAHmtsEGG5x99tkCU3r3qc2aNaMMCQQCgUAgEAgEKiQCuSRUbAojmd7DDz8ciUr2tmzZctiwYa+//vree++d3qoQEggEAuUHgRhpIBAIFBeBXBJq6tON6bPPPtupU6eDDz74kEMOadu27Z133jllypT0Np6BQCAQCAQCgUCFRCD3hDpw4MAjjzzyvvvuw6y1atX64IMPTjjhhHPPPff333+vkAjGpAKBQCAQWEgEolnFQiDHhDpp0qQnnnhim222GT169OOPPz548OBPPvmkT58+Tz/99Icffgg6qWDPkEAgEAgEAoFAoIIhkGNC/euvv2bMmLHPPvvUrVs3g9Ruu+224oor/vnnnzRxkwqEkEAgEAgEAoF8I1D69nNMqEsvvfTGG2/86KOPyvdmJvPpp5/+/fffODWjiTg1A0UUAoFAIBAIBCoGAjkm1OrVqx9xxBE//PDD/vvvf9ddd7lPvfnmmw8//PAGDRpI+dIMHTp04sSJFQO7mEUgEAgEAoFAIJBBIMeEOn369Ntuuw1lfvHFF5dccsnFF1989dVX169fH5v6Sa677jp0u2gSv5lJRyEQCAQCgUAgEMg1Ajkm1Jo1a3bs2HHQvP/69u271lpr5XoWYS8QCAQCgUAgEFjECOSYUKtWrdqoUaMN5/bXtGlT6iZNmiy22GJxh7qIlz0P3YfJQCAQCAQqOQI5JlRozpgx4/777+/QoYOrU3LYYYd5nn766aNGjcrwaKR8ARUSCAQCgUAgUJEQyDGhzpo1y6XpmWee+eOPP3700Ufvv//+5MmTXaB+++231atXDx6tSJ9OzKUUEYiuAoFAoBwgkGNC/fXXX995553TTjvtoYceOvbYY9u0aTN06FAUW7t27ZkzZ5YDPGKIgUAgEAgEAoHAQiGQY0L966+/pk2btsUWW2BQMnXq1L///nuzzTarVq2alO9CjTAaBQKBQCCQTwTCdiCQIwRyTKh169Zt0KDBG2+8kf7pJNGqZC8ZOXIkTi35mBH277//Pn369KKmKP/44w8556KvFlrD4Pjx4zNXvwtkx1Clvl977bUFapXvyl9//fUtt9wCq3x3tED2jer888//6aefFqjVvCrPrjJ7xoTxPwwZ/PWA20MCgTwhMGrAbV8PuO33b0bP6zsMfSVEIMeEuvjii++2227vvfceKJs1a7b88svvvvvu++2332qrrZaT/7bMAw880K5duyuuuEJuOZvnhMXnnntux44d3ddWyd3f9ddfv/HGGy+cvSlTpsh1v/3225pnD9XPXAnv4fHHH3/99deLb/Cbb765++67f/vtt+I3KYWaRgUrvkvJ+8KmBVUKpk2aNOb55354eEhIIJAnBL5/eOgPDw+d+uOPJf9oK7aFSjW7HBMq7BBq165dFVZaaaXzzjvvwgsvvOyyyzwbNWpEWUIR+4r5UIJC9j/i9OKLL954442U3333XQm7yG7+n//8x0Gf3VH22+KXS25hrn3NmDFDEHzNNdfM9e18lHki+Pn0WGqvsKm+Cvx/SCBQCgjEp1YKIJefLnJJqL179x4yZIggtUmTJhDAIquvvvrBBx8slYfn/KQs+VG+zDLLuJR99dVXRaUMkpkzZ+LsbbfdNv3rgnVBM3z48P79+yOb559/XoaTUjyHjD/99NOxY8cKPQcPHiyI1DyJOk8//fS1117r6eo3KaWptUplT1ncJ554gs2HH35YmU3KQvLLL7/cfPPNQ4cOzRhRQUpzwIAByZRWYkojoSf0X3755YMPPqhg2NLjd955py7uv/9+UbgK5OOPP37kkUeM8NFHH2UcnpSiTGj//PPPn3/+ufofffQRy+Sbb765/fbb+/btq6DaXCWtxaRJk1jgMeiatUI1maL54YcfvOWsKPiZhOV+/frp4rPPPksaT5flTz75pJG88sorfiYxo+eee65Pnz7PPvssxJLS01zgbxVSMoOG6PHll19m1hop0xBX73fccQezkhNFB6nCXGX2P1pHXUggkD8EfGQSIp4lksynXiIr0bhsIJAzQn3mmWfOOeecJZdcsui8llhiiV69eqUTuaDA9120ygJokNyee+6pu8QrPse33nrrq6++6t69e0HB/xlHVwLlyy+/3Ll/+OGH9+zZE7058R966CHR8/bbb484jz/++BNPPNGNrL7R2IEHHnjsscc64o866qjjjjtO8EfPjthaQS+ugbfeemt1brjhBm3XX399Z71XGVFHoLzGGmtccsklp5xyin69oiQSv+y4kaUpKCgYOHDgY489pkxOO+00NQWaV111le5OOukkt4mGzcI+++yTOJXZs846S++dO3e+4IILtthiC9nRRIcTJ04cPXq0+nLdf//9N5Yyu4svvhgDtW7dGk9T6qWQGJKJN23aVO/I0sJttdVWaDK7mjp8i0033dTIr7zyShXwHFJkfIMNNqAx4M0339xkKRGk7o4++mjgHHHEEUbFFFRbtWrVoUMHHNm2bds2bdokVNlZe+21Tz31VERrmSylyox06tSpbdu2LO+www6SDZSGpJopm2CXLl123XXXjBflbUggUAEQcCCYhe3mGVLeEcgloTpnd9xxx0KI+FB23nlnXOLcL/RqoX9utNFGtWvXfuedd1hwRotdnOzOaD+TbLjhhoK5Tz755IsvvnC3ihjGjBnjwxUjOqNxwIgRI3C8WAotOcoHDRqEEsSy9EJDlkVUyVR64mPxNwtPPfWUOoybV7du3bLpSryLC5s3by4AffPNNxGbtpoQhXmJqGuFFVYwQq022WQTdPL+++8LOk0KLf3444+pIfLmRnAdHn/8cQ7KRRdd5Fpa6OZmeqeddjJNVIR9Tz/9dLQkWjV3BHbXXXeh3mQh+2lIiy22mLeYXluUZnVE1dl1DOyQQw7Ze++933333Q8++MDUNEHtfA75AIOk1x2qM9kJEybwBkTGRg7GunXrQtUr3o+gkxLT03Mj4Az/+vXr02NWTVTWr3Vcb731JB7YadGihe4oIQMQUSwLYnROwE85+geXGA8JBEoTgclz/hv5No59mt3vn3/+aX85YbKVqWwPcpTtZedn0qSn08DusxecQknjqWwb3nvvvY4FBTz5FEkAABAASURBVBoiYeZAsxmVQ0oBgRwQqoU0UKu76qqrVq1a2KCzG/nJAxf6JjRZaFlllVXwluQnC74tn6PQzTD0ReNZp04dTCmqO+CAA5ClrjOf1C677CIqctBjr6WXXtpX7oN2sktKI0gJakSLhBzfTGXEBypC7dixI6dBW3HbQQcdJOGJ8zJ1IDBu3DghpstjTHDiiSdmXhUqGGpGg6X22msvuXHBPUH54jnhskBQapqkmsstt9wZZ5zhKZ0u6S0JnPTZz+HDh6sv74pchYlyrfLePInsOpmyleKC3HLLLWryOXgGUMq8VeA32M+CdSgZWLt27QyS8erVq59wwglLLbWUYYBdzhmhIsWGDRtiUA7HyiuvrA5rIlSAIF1YyRagQ3sbknIVoOYQ1KpVa/fddxdw6w4O4n5tQedp5FDy5Vg4Ua91FKdaF8ukckggUI4Q8CVzW88++2xest0tHfX9998bf9Lb13xf5xhNtmgi5SPJxKe0Dfnr6a3MUI8ePRxrjhoOblJ6snbPPfc4DHG2/UVjU3NMbUNHop8hpYBAYf5biC7TajVq1MghiA+KWhCUOFhr1qxZ9NXCaZyzol5RC16RG8QNghvD8Eklgy+99JJDHOGtueaaBpbRe4vaMaKCQ5+45BMbYQXVRHuEKXldaVh1MoIMUC9rGQ12cdbTZzS+eBr6pGE8Feb/NHjIGLxqthDOlhA2DHYMNTPyGjVqqKmOwStk9KkhPRF8M4VxNSdSxPLGyMmrQqI5smzevLn72nr16pkXDcmuhvkY5yQlpbL9CQTgG0BSYkFK64tQBbvusB0B0rwgRag8cQlwIyHrrrsu9vUWYjwYCfNkQadEmU2ioCNC6SmTDxCDxP2NGzfW3Vw/MK1CAoGyiUD6km0QpHjOOee4QJGGSUTI2UWum222mZ1bNEK1iTj3aFhCyOZy0JmgHA/lpZdeyr9Mbr2NpguvPIWt8lhcWCk0zUWrUlzuSop5FjESUkIEqpawfaa5Cz+LJy+KO7FU0ltU4QglbhDBJGVOnttssw2qcG8qZpKWFEVlmxUnSYTed999vkURWParomVxkqjIES+P6ktNst1222XXtB8EZOmbpnesSwvrtEGDBn4mUQHZ0PuyaSRbPJOYPkwEzV4hXbSU9IWeUrVSr0888YQxuDvE8YUqzPUnSkt6vGguPAnNk4iSJVfT2+wnrpJHRYQgksI977zzst+mMkY3WtNJP1U28mWXXZbfgBSTUlCux+WXX97VZr169Xjfsscm7h5aXhog66yzThpJerpnNR7RrRR3sgBJJ0IqF3rqfdiwYXwmmXnNOfJWvFCd0v0ZvQUCC4yAvaYNX1Nyi0foSHQaOCgopbIeeuih9u3bz5XwmjZtmrI4NrgK2mpiLziapOj8dCNj72QCUPvFpsPNUsS6+/rrr50kEl18cQ1DSgeBnBGqxB16u+mmm0Qhjj8Fx6uEAz6T6DjmmGNEGDmckiQkyxy9L7/80gWqDy7buLc+LB8fZjWS9MoHlwqFnj5Nl3aYwH2eE9xV34ABA7JzuerLtTZr1qx///733HMPs7feequdgLrSxlCB4BVzvOaaa3iRQ4YMwVKZT1mIhkTlqF944QXJT9eE6hcVI7H9jMS8pE8lXYuOOVvDvpniYGM2X1GgLXrttddyMkxE1lqkbgMX7YhGX16poC9eM00hsZlxqnQTa26UecT4nu8CailiGre5/GuOiBQ6D9qim51tbP/zM2Td3WTL8QLTYIzQ1Y5MANcEGszKZen96quvBlehrtNPUJidmFsFgwSslEN6Fc9AoHwhYFPYMva+eyhbJv0DFv86BSHmJXP+CUeHj0BWfceI5grEDnUCyCQpE7mrAw88kKOMR7Wyv/QiG2RvZjxg1ULyikDOCFW+ToIRiYpL5OiU8atEv6TfXXfdhXscxCWfiY+GJDvuO3lkPrWNNtoo0YwunMLeeiUSMgYJE8yBZiiJt5k6Bkz8JK7ouHvu6tw+ykxKumZ60YogTtHeLrvswuMTfiFU2RuZYa8y4vTnQPAN5XYQRsuWLVGsLlRAIfIw0OjUqRPmO/TQQ42EntgSqY7ylltuCSiBsttE6SAxvbHRq5AKyqkhjbK2QLZbXGraNmJEUwCF6NZE0CRfNdVXOYmf2pqdK2S9WC/z4pRwKbxKddIT8919992UKsBEgl3EzHdBbFyKDh066AUl8xIEjlxmA4CM8Wy11VaeBsz1djkkAjaYk08+GaFSIkhQ2Opdu3YFFLLkuevFkDx17ZlEGYbcJlCboIMDnprTh1RABCr0lHzStolN557FRYbNgmL/dcZuOvCoJsJQfq36WtlECsRG9qTxJLpI28qhJ5nknFHBbnX89unTRw5JnZB8I5AzQjVQrINyRCTuAp3yrtBGjhyJe1yqyXKoUHIR0HDBkh1R4/jx43WHMmmctsIgIZSyWG3o0KF4QsZSTCkScrOIfiSfBY7pUKaRwuXu+RCZcs/PsiZyjHxJaUl25GlTZWX+oO8SRZmUhjgG5dBnC2qXzJTldk0iKGcNkaiga56phq6Zb7nlFv4jYqYnpoAzFAgnwAWJnSAUsw0+/PBDjEKPhmnAq2w7vfzyy2JBZdzpykQvYlnOqYm4NxU664Xyrbfe0lDXamZkhx12gJLMLWv8ZTT56aefYnocaYSZaqkg6yBctv/VkWZAqHrnfEDVIHU6ePBgdKgycATEo0aN0rVAn31KqCJ1Z4fBwE2/KJ9eatqiMMuC0JMFo8KXfCNvzQLNp3/4CCBcE3gy60Py3HbbbdUJCQTKFwK+ageOK4+TTjpp9913txfcofzrFLDprrvuygG19Vx5uB9x1qWtoa0rJAeUXaacxPYUPDiyTjvtNNmjDz74gI/brVs3eSM3calOPPOKQC4J1UAd8T4dnhERc3j6SZ8rYY3NjDVlGj8zz1RIGm8JDTGwpFRWSOJtKnjS+5lEmQYN++7xtHKS9DY9k6boU9tMBQU/Ux2F9FMhCb1RJaVyEq9oSCp40nvSKCTJlOlp/CSpzKCCn0mUVcgWGpI0CplqyoSeBc+MpArpmVGqmTQKJOkVMiuuTOlJUk1PZcokyjRJaNJPhSTZP1NZzVRIFeIZCJQvBPjNP/74o80lB4sIBRg+6blOQRzy7rvvCij539JUAlDBiVaSQLaAS6XnnnuONTEod9bphGuz7WjOieeyc1u1JTqtWrVqdp0o5w+BHBOqJc/fWEtieUEH5isUaWklM1mSfgu1ZTBbU+hn9qv5l+fVcF76+VvLfltyC9nWohwIBAIOEzkeJOfyQrwofyuxJI6cMmWKCxFK9NmvX7+bbrpp4sSJMmTuYlAmh16+Sv62Z8+eKl9xxRU42JWQKxUxq1YSaTK6KesDZL1gWdc0q666qjQSjQDXPctVV121+uqrS/bQhOQbgRwTar6HW2r28YoP0ZWkbGSpdRodBQKBQAVDAM+Z0eabb+7+ZZ999pGDdbCkf2ShVq1abj2RK+487rjjXGeIXF0bceUbNGhw6KGHUu67775HHnnktddeu+mmm7JD79qrS5cuKBNDa0uZxJE1efLkJZdc8oQTTpArosS+p556qhuljh07skwTkh8E/r/VINT/j0WhEp/O/UT6NAu9ip+BQCAQCBQHATxHllhiiXXXXRePNm/evGHDhulUEXc2bdoU1yZZb731ateuXbdu3fXXX98r1OjaVZONN95YXpeR1J1DKf3DTdK/YtakTM9ll122TZs2KqefLDRr1kycSp9pnl7FM08IBKHmCdgwuygRmPPvdJ7zb8hflKOIvis4AgVVCvLxkRWf/OZVc176Cr4eZWB6Qai5X4SwuEgR+OeIK6hZs/Zyyy+24oohgUDeEFip9oorVau92CL92qPzsoVAEGrZWo8YTQkRmF2lgIUlGjZc5+TOG55/YUggkC8Ezrtgw/MvqLfB+r63kEAgIRCEmnCIZ3lB4F/G+Q+dVqlSUKNmzaWXqb3cciGBQL4QWH55WZBqtWpXib9A4L8IBKH+F4n4z0AgEAgEAoFAoAQIBKGWALxoGghUMARiOoFAIFACBIJQSwBeNA0EAoFAIBAIBP6LQBDqf5GI/wwEAoFAIJ8IhO0Kj0AQaoVf4phgIBAIBAKBQGkgEIRaGihHH4FAIBAIBAL5RKBM2A5CLRPLEIMIBAKBQCAQKO8IBKGW9xWM8QcCgUAgEAiUCQQqLKGWCXRjEIFAIBAIBAKVBoEg1Eqz1DHRQCAQCAQCgXwiEISaT3QrrO2YWCAQCAQCgUBhBIJQCyMSvwOBQCAQCAQCgYVAIAh1IUCLJoFAPhEI24FAIFA+EQhCLZ/rFqMOBAKBQCAQKGMIBKGWsQWJ4QQCgUA+EQjbgUD+EAhCzR+2YTkQCAQCgUCgEiEQhFqJFjumGggEAoFAPhGo7LaDUCv7FxDzDwQCgUAgEMgJAkGoOYExjAQCgUAgEAhUdgTyS6iVHd2YfyAQCAQCgUClQSAItdIsdUw0EAgEAoFAIJ8IBKHmE9382g7rgUAgEAgEAmUIgSDUMrQYMZRAIBAIBAKB8otAEGr5XbsYeT4RCNuBQCAQCCwgAkGoCwhYVC/bCMyu4v9mzxljwZxnPAKByouAzVB5J78oZh6EuihQjz7ziEBBlX/+zyPRah57CtMLjUA0LA0E7IDZBTryn54hpYBAEGopgBxdlB4CBVX+dnxMHTdu9D0DR/a9NiQQqJwIjLpjwJ8/fm/jzZ49h1SVQvKPQBBq/jGOHv4Ngd9+++3NN9/8/fff/61icd5XLahS8Ndvv054/fUxzz0XEghUPgT++ezHD3t1+sRJNkxBQYFnSOkgEIS68Dj/+eefTz311KBBg/7+++9CVn766Sf6J598spC+hD8PPfTQu+++u4RGymDz4cOHH3fccd9++22uxiZInWPKURISCFRWBAqqBJnOOQdK7xGEuvBYjxs3rnPnzoccckivXr2yrUyfPv2iiy5q27btiSeemK0vefndd9/98ccfS26nrFmYNm0aNv3rr7/K2sBiPIFAIBAI/A8C8/0RhDpfeP7tZd26dbfaaqubb775jz/+yNT96quvRowY8Z///CejmTlzJvb9+uuvv/vuuxkzZiQ93h09erTodvz48aNGjSqU8BT+qqyCQqrv+corr4jkFJJo8s0332g7ZcqUpMl+6gj7Yqmff/5ZnYkTJ7pNUUGPBuMt/ffff28YlKqprNrkyZP9zMjUqVPTMBQySkMyMJWz+2WcWXP85ZdfMjUpJ0yYQGmO+s3olQXxLPz666+UqnkSQ6LMHgNgDYAFwzNIdUICgUCgvCAwa9assWPH2sIKacw2O+/ZkZh+VrBnEGqJFrSgoOCII4744YcfHn744WTI5+I6cJlllllllVWSBmNdfPHFiFDMetRRR/Xo0QMPqYYkjj322CFDhhx//PFenXHGGV9++WVqgibPOussldu1a3fOOed88cUXSX/55Zf3wLeNAAAQAElEQVRn0siffvpp9+7d27dvr46277zzDpupWnr6art27dqvX78TTjiBfcG0Jl6h4RtvvPGZZ56hF0N/9NFHrjAvuOCCY445hqmTTz75jTfeUI0gyDPPPLNDhw5GcvbZZyNFSm+7dOnSfs6fgp+UCPL2229PczQdLEgp7rzllls6duzILOWDDz5ISUz/0ksvTd2ddNJJ/A9KFh555BFDYth0dE2Jm6+++uoOHToYv/p9+/atqPvQZEMCgdJEwI77+OOPr7zyym7dujklHGJ6d4Z8/vnnSdmnT590IlESb4nTo3///o4FZ9qrr75KQ/jlKrNzww032LM0GXn//fedWpdccsngwYOTUiubuqJu5CDUtMoL/ayy9tpr77TTTvfdd5/4yWfnQ1Fu3bo1Ts0YrVat2pFHHnnttdcedthhvjncg4nxyosvvnjFFVfss88+p5122sCBA9GPJuwcffTRAjWceuGFF44cORL/CQq9Qn7puxcvImNB23nnnYcLfdCnnnqq8M4AVEvi0/cR33bbbfvttx86xK/4TwUjdGeJSlu0aHH66acvt9xySJRDgMx8+iqce+65TBnGwQcf/Prrr7OM1NGeqFRHKBDBG5v98+GHH+LsMWPGqK+w/fbb2yo777xz1apV2TEju27vvffu3bv3pptuiv5Nyja2XYlUOVpdYokluAIGjIPV33fffQ3m7bffhhUlWXPNNQ3Sdt1ll12uv/561ShDAoFAoIQIYL6nn366cePG+++//8svv4wmnSoyRtxZlg888ECRpX1K47CiScI/dmrtueeeyy67LB8X40p9OYs45Xvsscdbb73Fdc4Eo5pwo9dZZx1dnHLKKU4eeSnn1eGHH16rVi1vK54EoZZ0TZGlT+STTz7BPb48Tp8Pccstt0QqyXTNmjXRz6677rrGGmsgDHq86BXKwS7YC9fiVHEYokJjPMQPPvhAQLnxxhs3bdpU2PfSSy+hotTEk7AghkPDOKxly5YoB9VhNQPwNiO1a9fGTKhL74I8PJpe6Xr33XfXarvttjO8p556CtttvfXWTZo0MR7G5ZZlaTw7deq02267tWrVSvi4+eab33XXXYj52WefxZpy2kOHDsWpQ4YMmTFjBspff/31N9xwQxNZbLHFbE7BKwfC3kOKglSROkbkRth1fpq1HvkKhx56qFHZYIwrI+DmzZvfeeedlMsuu+wBBxyg2uqrrw6ihg0bwpk+JBAIBEqIAE8adzqRONb2Kcd92rRpNjKiFQ/wgNu0aeMoQ6g6yhwsMmT2vvON068+J/v+++93+PC5t912W8yKpNNhpRXRfOWVV3aOKTgibrrpJv69DZ4xqE5FkiDUHKxms2bNVlxxRakMXwxyRQB4JfPF4Mh77713r732wnzbbLONwBGPZnrlvqXyWmutxYNT2ZftEpGjpzJBdQ0aNEjW0lN9nLfSSivhP2Wy6py/lNH1MyPIEt+nn+wjLbsFm9IYjCcR5uoXj+qLGCfi15FheNpa6hCtOJ72z5JLLsksDbEn7cBJkyYZIdfVphJfPvrooyZomvrCkWwSQXy9evU0kTdWX55cmTDrSdg0PAUOhzGz4NXkyZPtQNxvr/IJ3nvvPaysTkggEAiUHAFhJSdeQojrjFYXX3xxLrijTI6NN3zrrbdivhVWWCG7Iy4vBsWaPHVn1yabbCLoVM22VU0MwIJslnISJ6HKLmuEvGxy+hXSqwr5DELNwbJWr14dQ7iV9OmI3mRKfV74IJl2VyodimXFZ3fccYevNunn9dQWaUn2qpxEHlVmJrs++kG9PMSkxGqYpn79+uln0afBIGmMqHc0mV1Bd36KVlNfnjfffLOQVDKWXitPklqhOkb8TIKJNa9RowYE5K6NE7OaLB5VwauDDjqIwYzwiLFmjRo1cK0KJJlVKCpevfbaa8xKELEgll1vvfWKVgtNIBAILBwCslDuemwuWVw8anc7eY466qjHH39chtZRJgsl25RtvGfPno4ab93CiEedOVznzPWW48XRhKczTRyGW221FerlbQ8aNMgx6HhxbfT8889zmjPVKkwhCDU3S+lDEXi5qvTpCKcYxQeexK2n/CdqEagVcve8LSobbLABppTRlXVJIhLl92XXpJdX4VpSIkspYn6iyNLPbEGH7777rgqYT6IVw/nisysoS8hgOBeZm/33j1NZt25dWVYNEzWqZu9J7PBA7R+RIg2x8eylLbbYwmCkdOwcWWhtBwwYYGdK2PJ8WTVaomDTqq/CRRddxDgLLmDef/99haKigujZFCR7tS20UYvWD82CIhD1KzkCDiv3oOedd56bHZ6r7SaCvO6667p06SJIdV5dcskldj2UbEZPx0j79u3XXntttzw4lX/s8tXGzPyTDbxtjn6dOnVUToJxXTmJN6666ioO8ZgxY1RwpXrbbbc5slKdivQMQs3NaiIzdCJNilOFa9lGfUaIxM3BCSecsMsuu/DLMlyrWqacCj5cuVlOou/bxcapp54qQ9KtWzc0pnJG3Fa6/hRW2g8uM84880zPomytL9TlGtIF6u23324DZCyk7vzUih15Wt6oTeLixFAlZhs1anTkkUdqZT/YRSjtyy+/VDYdOVgGDezEE09U2Uhkmw3JGIzcnunRowfHlg+BDlGpWbgJlheCj8B3jz32cJvrJkZam9lhw4YZRraksXnqS2ZbR5pzh13fUmbXjHIgEAgsHAIOB7tp6aWXdnFjo3GIebcPPvgg99qm5k87dlzxfPbZZ2o6fzzdarlDdVxw8ZGuiya86yon1TGMzz//HOk6DJUzouEDDzygjgMQZ7t/5Zc7B3SXqVNhCkGoC7+UgjBX+siSCU6Zso8Me/lJ3C64b1Bo2LDhwIEDkx6l9erVCwPRYzL0I2JTJu7t0S13T/nyyy+/+OKLl19++SlTpvh2EZjvj96nKcpUkJzhSLKGvCVRr7zySl0XimJV863rzm5ZaqmlOJvt2rWjVF9Gl3OqnASPysOIjPGfTrEmv9Jmu+WWW1CjEZrpNddcs/3227MzePBgYahdZ+LuUQyDESM3ZgU0TLPjjjsqu38VqoovzUKn/AM7jVnsqLt1111XHcPmE4DI2ES0NCpwTRJ0W2yxhcyS8evu/PPPd9Gb+S8jqRkSCJRhBMr60ASIwsSXXnpJwkl2l0NsR6+55poStjLA77///gsvvIBr7U2eNHKVaVN2aslLyXtp4uLGDm3ZsqV02j333CMHZl/b+0KC7MmjUoTKNZcew98s61He2GGSXa1ilINQF3IdhZJYR2iYmAkN7LrrrogtY2633XZDiuknjwyf3XDDDUI9UR3yoOcD9u/fH+cpEwmWk08+GXMoo0+RIi5RQYiJgNmXV/FNpwrquK0U4fXr149ZbC2PSmlUntlieK5j+/XrxyBe9Irxjh07yusqJ0HPaA/13nrrraYgsky0jd11wT7iRId+qo9xEbmBJSUNwZdiVs3xLlM0xJhRI0pWGcuibfRPrzs5H82NypTFspwGDSWfvdVKgsgwlA0D96vm+pnXfNZZZ9nw9CGBQCBQQgScBg4fQafsFF+cw4o+Oc22/EcfffTII4+MHTvW+SbBa8PauTam8p133uluy9s333wTy9qVLVq0sLs//vhjwSuPWWo3c0YZIXq+++67VfPKT9kmIaxEMa9d8ommgkkQ6kIuqM9rIVvOo9n8DeIwXyS+lEFNBuZaf67KVL+SPGfP+V+ALKhSMGe+s6tUCQkEKi0CBXN2w5ytUOQhQERv8rfOls6dOzdr1gxx8owPPvjg7t27U/KAufLc6MaNG8s/ST6xIe2ER4kKnGyszOt1fYOPu3btKqmb3GI1k6jAD+ZAp5/8ew01l9PK5t30dgGeZbVqEGpZXZn/HZf40ifLMRTz/e+bef6SHe3duzcanmeNCvmiYHbB/yfRCjnDmFQgUDwEZtsLBbyJedXGhfJDUla4LeOLZ5TINSk9VfNMdug1EdRmNPQqyOiyo5wtrOHUjF4TDdWkz65WYcpBqOVjKd2wytO65iz+cF1Jyp3KDBe/SQWoWfBPbFpQUL16zXpL11qmfkggUDkRqLn00lVr1MCmBRVgV5efKVQMQi0/eMdISwWBxVZq2LjDMet17RoSCFROBNY67vglVl012LRUzpv/30kQ6v/HIkoVBoFqtWvXWX31uus0CQkEKicCSzZuXH3xxSvMji4vEwlCLS8rtejGGT0HAoFAIBAIFAOBINRigBRVAoFAIBAIBAKBf0MgCPXfEIr3gUA+EQjbgUAgUGEQCEKtMEsZEwkEAoFAIBBYlAgEoS5K9KPvQCAQyCcCYTsQKFUEglBLFe7oLBAIBAKBQKCiIhCEWlFXNuYVCAQCgUA+EQjbRRAIQi0CSSgCgUAgEAgEAoEFRyAIdcExixaBQCAQCAQCgUARBHJIqEVshyIQWEQI1KhRo1q1aouo8+g2EAgEKikCQaiVdOEr8LRR6aabbrraaqtV4DnG1AKBQKAMIhCEWgYXZW5DCl2xESgoKKhVq1b16tWL3SIqBgKBQCCQAwSCUHMAYpgIBAKBQCAQCASCUOMbCASqBASBQCAQCJQcgSDUkmMYFgKBQCAQCAQCgSpBqPERBAKBQF4RCOOBQGVBIAi1sqx0zDMQCAQCgUAgrwgEoeYV3jAeCAQCgUA+EQjbZQmBINSytBoxlkAgEAgEAoFyi0AQarlduhh4IBAIBAKBQD4RWFDbQagLiljUDwQCgUAgEAgE5oJAEOpcQAlVIBAIBAKBQCCwoAgEoS4IYlE3EAgEAoFAIBCYBwJBqPMAJtSBQCAQCAQCgcCCIBCEuiBoRd18IhC2FwKB2bNnL0SraJInBGI5iglsRQUqCLWYH0BUK4sIFN2WRTXZ4/aWFNJ8/vnnI0eOzFaWTrnQSDKdZuuVSeZV0UJBQUG28pdffhk2bNi0adPm3yq7SfHL+bA5r95nzZr11ltv/fDDD/OqUEJ9nuZSUPA/yzF+/PgXXnjBUPPUHcskr8bZJ76oN9988+eff1bOiRQUFJTCsDND/fLLLz/44IPMz/wVglDzh21YzhkCX3311X/+858GDRpstNFGjz/+eGYrpm353nvv7bDDDiussMI222zz9ddfV6lSZcyYMZ07d15ppZUaN2588803z5w5k5JoePHFFy+//PKtWrXCozQTJky48MILPZXzIdOnT3/11VebNWvWpk2bZN/Z1Ldv33XWWceAO3XqNHXq1KRPzxEjRuyyyy5GuNlmm3322WcmOHHixDPPPHPllVdeZZVV+vTp89dff6Wanqa56aabmuPAgQP/nvP38MMPf/TRRzVq1NBQhSwpaXH06NHt27c3Bt3dd999emPxpZde2nLLLY0WnoUwhPktt9yy2mqrGbmG48aNA/7777+/0047WUetnnnmGRpGyOTJk4899liAnHDCCQmQ77777qqrrqpTp463OZShQ4duscUWBrzjjjuCmN07KQAAEABJREFUmuUpU6b06tVrjTXW8LWcffbZflJmRJ2dd97ZwLTyEdKbyMknn2wKa6211q233jpjxgzKJF5tvvnm9HoxNSulwo8//uhtzpeDTfLtt98uu+yyp5xyis9Mj4899ljz5s3Nbo899gCgChmxHDfddNPaa69tBY8++mgfofqvvfaajWMuLVu29JXSpPqW46CDDmrYsGH37t0TIO++++69995btWpu+OLXX3/deOONl1tuOcCut956XED9fvPNN3vttReNT/rtt9+mycgff/xx3XXXrbnmmtbo1FNPTV8af8uw1bfrP/3000xlsF9//fU+PN8Ym/Smc9xxx3HRlPMtuQEo36MM+5UZATuhR48e22+/vTP9sssuO/fcc3/66acMILzmY445xs7//vvv991333bt2tlRd9xxxxJLLOG4eeihhwYNGuQ4SPV/++0353iqiQywQr9+/RyCW2+9daqQ8+dTTz2F0Zs0aZKxjFSefPJJgcuoUaPM6MYbb8y8cni1bdsWy5pghw4dDj30UHN3kDn+uNjPPfccvkynT2py+umnOynuuuuud955Z9KkScOHD3/55Zf33HPPatWqZQ7HVLPkTwYPPvhgpGIJbrjhBue1aBhToj14OhYhb7SZjsBrYJ6ffPIJ/QMPPPD7779fffXVBx54oLjTyHkVHIJU/5FHHqlbt+7YsWOdfRwCgZ015RLVq1cvVcjVE//dfffdX3zxxaqrrjpkyBCT8j1wXN58800RDACNhDJ1Zzn23ntvC2GyhxxyCFfA92PYaJ6GnTvvvDM7t8HvUa1Pnz5WwZRff/11Hyc+TtZy/rTivhbulwETfV155ZXXXHONseGe888/H8tmOn322Wdx0hNPPMH7REhW0DdmLjwYhSOOOIL3w2CqD5lllllGTUzGQ2XZW6tPmSqU8Gm0TZs2RedcEOBjxD///PPwww+HMAq07pjV15V6UdlX9MYbbzz//PO+JU2GDh1qIc444wyejT2uMpb15aT6NNbR/mLNapqC08NXx0NNFfL6DELNK7xhPAcIOIgxoghvscUWs0nsEAdWxq6jEIM6VmrWrGnPCwhsLd4r/1SgxiXn8DoZU32bMxWSry3S+vjjj7FCUubjqXecvckmm2SMDxo0SJDH/Xcu407kkXmFFx12Dojq1as7X8yUOE2cBbVr1xZFiavMLlN/6tSpMBH9YFCk27Vr16OOOkoIYpqUmWo5Keh9t912A7Il0BdInWtg5I7UqlXrvPPOQ6vZJ7i57LfffgIFpCgcue2224zWKSnTYHYtWrSwUuK/NDYraArKnqhIFkGEZAVpcivMmgjQBHYs6wu8G264Yf369QVMxmZUlF4RXxHKtxwmiFbxvUiIP7T77rvDYaONNvJ1YS81q8z5fxOkh4lZgOKOO+7Ax+JFyzHnfS4ffEHhLxjlBpJdnoFxpk8FJ6FJuY30ypM3dthhhyFa09xuu+24cSoYJ1fSgLXCQ5n6lsMaaaWC0Fbgbi30RZMn8SXA9sgjj7Q0BxxwACSRYurLclgIaDdq1Aij2wIqc1Z8Sz5F+4JPYNcYf6Y+wH3/5qUwePBgs+Dtpbf5fgah5hvhsF9SBHiviy++uMQUQ/YGKnK0KScRbXibyksvvbQt5Ezk5yalA27JJZeUYkoVllpqKQQg3cqBxWpSQ1xvFbRKFXL+dAqIlbPtO8FxTOrIAYEyhU3pJ2/dBFPZqBxqWIoyzcVPYRzfPGNNshr3COYciBdccIGDftttt9XcaeKZJ+H1y7NB75VXXnE6pwEnfsome4eyOsZgtDjeRJyMoDBlGuegCWZCIlTtQER1VtCCIgZejgNR89wKzhCoCSWNB98bku58Ffoi1oWjQJk6dcTTOOL9NFoOkHjUOa5M49PSUMCknETuRFq1W7duUpHiJxyw1VZbWQuSKuTwidd5mfryVcCTZWlS6IFO2bB1yhNVTgJq9J/Kq6++utSID88qmJ3mviuvMvVljKUifEsmyCxAEJKO1MmVcGS5AtLjXDGfjQ3r2zBs9n3tPjCujDLhOtjRPjBfmkn5fqyR5saWFsK6ECurMvGxEYkBEbCdLrQVyJqmV6UgQailAHJ0sfAI2O12VHZ7B5mzjz4pedAqZH5SCkxRFKVyEppUsCevuOIKu1f04MIJCXXs2NG5z6N3vqQ6OX86BbJtCu8yo/XKOWU6qQISyh42pclSKmQkMxea9ddf302wPJjjhtOAVgXEns59b3Mrxkxknh3iQHPqmYguKD2JWZiLQiExR7AThVRZgZiIZ6rMW5ItGDVqVJcuXZzgohAZ/g022OD222+3vqlOTp56NE7Eg7+FdMbjU/HMGDeqTFnX2cuhoVlQZiqwZoEyP9ddd10H/YcffkhvCfCWqM6KyJpm6uSkwMV88MEHQcSa71Y0LKTzNBFCSayF0SokMZHsV0ZIKL1VIOqboJ/EcriqMAUZbLHgiSeeiJ8sh+SKtyUX+Euwy/zbg/wzW9IqMJsZoZEbT+YnzDPlNFQa9TOiPkk/cedZZ51l8I8++iifo1mzZueccw5n4qSTTuIMpTr5ewah5g/bsJwDBOwfO8QJkkIBzrIkm0QifbIurOHhpp/ccPuqfv36K620kiNGBRuV3835Vc6IzekWk1Kw68bOCc64yC9TIa8FIXLypg3D7ZSQwtmReuSwYyl6P03KqSEEdC47NGn8pMRkabI0SRxMjz/+uDuzY489tnfv3rKajpL0KodPnToEUWnPnj2lRlk2EWFEOpRNRMHY6NP4TQpB+kkUkI3z2kTS3K2ONZUO9TYjunDVyqyD21Hev39//GTKmQolLzjKpdmFkvKEF110EUjBa+kNnvh+fBU+odSRU9gRbEX8NAzC9xLMiZBofFqcGAuknC18Djf3UtxmgSokMJWzK5S8rF8JWx1Jsbgc9Q27WRcQG61RsW8idoq4TTkth3hOfT+Jgix32lYWggYCPIlU388kFku+dJ999hkwYICYNd0NV8nRn7VmSQS56667cnDBCF7DoNSvkFRqJ9Xx2QhYTc2MrJEvzRI0adLEh2Rrq285iF2vnBFtIaOOKJwFF0NcH9mITIU8FYJQ8wRsmM0ZAhI79ts999zjaBsyZIijYbvttlN25rqocwlkq3CoHdACGseK/SbV9vrrrztcPvjgA5cxmqfRpMPFvuUXu7BJKSa7lN4OTHXy/Wzbtq18miPD7Wnfvn2RqN6xoAyquTg7Hn74YdGGGzK+gjPO9TDKN1+RqEkVIiGDhwwjznqt/HTuACTns3AYSS8b/HHHHZewcicHYUeVo1DYKhRzeL333nuHHnqokRi8oBPZOwGNH9kblbGJC9HYiy++6MQUYWeP84knnrBYTnCAEHNxFKa+sqstdNlNAaw4T8BMbhlvpnXr1sbsvKYxNreMCFWgLGEo54mALYcj3kqJdfCQD8zHY+JyiWZnmtnjccTfe++9kpkrr7yy1IJZmKyJZ9cpeRl59OjR4+ijjz7wwAObN29u9Q3MXS+iNRfLgchRjsELl7kO9FbH3MXKmPj5558/9dRTGcFDlg/Ovj3fjzxH9thUY8pcVDARaweZ7AoLXbYQSJ1BmWc4G7xZ8G7vvvtuUA8cOFDZt2E5fHI69dYnZOQcOF+OJdhhhx3oUSbAr7zySquw6qqrZo/H53rNNdf4Vu1xg0/ic8quk49yOSTUfMAQNsswAmIdV1P8fXEnyuSVu0exGx988EG0RHn11VdL8rg4wTf8aKekc9/2sy3d/bRp06Zp06Zpfk5nW4tmp512cuIgJ1GIt+Inp0+qk9vn2Wef7Zxy2Xn//ffjdQPeYost8D0xACnBI444Qo/mIglpDH379r300ktXXHFF57hZmzu/AT85L/bee++DDz5YE/UzYpqvvvqqa1QRhkjI1aOoQs1MhVwVnLyIxHWUg9iMhI+431o4s4zNOQh5B5YjzwAcwfvvv787XWef01Ag4paUJyT5ZoIaml23bt2sY2Z4vBzrcvnllwPBvVq/fv14PNpyjzJ1SlhwtoqVUYsBAw28QBMh+XKQpXXZZptt5DZ9JE8//bRLViMRa1511VXYEeUMHTqUbydz6JWkqGCdlyDAzR6Va1cOxJ577smIlbUuQFMzu07Jyxgaia43589cLAdIfTNuLo466igaXO6e2Ow4bbIXHAhejhXhiRKfECaW5sG1wnS7ABrWMRtqVIqVjRwIXbt2RXUie1iVfPAscF94AzCU6thll12OP/5434bkBMoHtb0ANK6kxTIwSFoUm1TqwnUG9vVd+XLselkZa8cJk5gRcLOcxH7xdTkT7G732T5OUEHDM1XI3zMINX/YhuXcIGBH2U5vvfWWBI5Ll/RPzMou8v1FM94KMt5//30HmUSuuEevPNY777xzwoQJrlIEf5xZyiR//fWX08RhrSG97Ch/2c4UXaUKuX1ysR0ftrRDzXhwvJFLOaJP01FwOBoJBjIkZI9o00xfeuklhzUNj8HRL64SQnEUkFb2CCVFMVkavABXHfdGTqXsOjkp6xp0Yh3TIQ5Ew3ZGoxAJRsFoOo7lBlVzujm/0KdFEYWAF5mp7zQXQmmOdDfeeOPsgalmcREDJUpwNyyc4kxYI5qcCJQMSVgJTNFPGgA2uuyyy/glPgOBqTr6GjFihK4VttxyS7GRlRI9IwDLYWzOfRp19t1330LLYR1POeUUvKstWjUpSRSM5Wee5PDDDxeKGTZ4fUJwsxzcHX6PHlGRT8LILYdV4M/JjvBX/DRyfJY2DjJDVCxokkSrFPn5aU/5zGwlTOZnyUX0+fLLL9sOMER7uJNNAxCtAlbcyV2gQecyTwro1pitEXcNU6YvzdTE3+oj4EIfvK+U3yO2NiNteUVWnK+WGjKYPwlCzR+25dJyGR+0HZJGmCmkn+npvEuFzLOoBoE5dzIVFmHBFEj2APzMDFjZq/TMKDMahSTORMm6VM48U6vMz3JREMuKEdNQS3n8GXj1S9IY0jP7FU16m1FmNApJ+EOcuVTOPFOrzM9yUdhggw1KeTmyUS0hRNwybJqMlDL4QagJ9nhWBASKbp6imkU+z/kPqehbGrLIh12BBzAfeIu+oiEVGI1FNbWKgWoQ6qL6fqLfSohATDkQCAQqMgJBqBV5dWNugUAgEAgEAqWGQBBqqUEdHQUCgUA+EQjbgcCiRiAIdVGvQPQfCAQCgUAgUCEQCEKtEMsYkwgEAoFAIJ8IhO3iIBCEWhyUok4gEAgEAoFAIPAvCASh/gtA8ToQCAQCgUAgECgOAgtLqMWxHXUCgUAgEAgEAoFKg0AQaqVZ6phoIBAIBAKBQD4RCELNJ7oLazvaBQKBQCAQCJQ7BIJQy92SxYADgUAgEAgEyiICQahlcVViTPlEIGwHAoFAIJAXBIJQ8wJrGA0EAoFAIBAo7wgs6P8GztwJlZWpU6dOib9AIBAIBBYIgagcCFQgBPDgAvkEcyFUbLr44ov/9qLSGVkAAAC9SURBVNtvr8RfIBAIBAKBQCBQWRH44YcfVlhhheJz6lwItaCgYMUVV9xrr712ir9AIBAIBAKBMoNADKSUEdh9991XWWWVEhGqxji1Ro0aNeMvEAgEAoFAIBCorAjgQWyIE4spc4lQi9kyqgUCgUAgEAgEAhUFgRzMIwg1ByCGiUAgEAgEAoFAIAg1voFAIBAIBAKBQCAHCAShzhPEeBEIBAKBQCAQCBQfgSDU4mMVNQOBQCAQCAQCgXki8P8AAAD//9f2MeUAAAAGSURBVAMAuidb37aM3i8AAAAASUVORK5CYII="/></fig></p><p ><bold>Conservación
y reforestación del entorno de los apiarios</bold></p><p >El
interés del 59 % en capacitaciones sobre la siembra y conservación de especies
nativas nectapoliníferas refleja una clara conciencia por preservar y fomentar
la biodiversidad en las áreas circundantes a los apiarios. Esta demanda señala
que los apicultores están conscientes de la interdependencia entre la salud de
las colmenas y el entorno floral, reconociendo el papel de las especies nativas
en la producción de néctar y polen.</p><p >El 27,60
% de interés en capacitaciones sobre reforestación con especies nativas indica
la necesidad de restaurar y conservar los ecosistemas locales. Esta
preocupación por la reforestación señala la conexión directa entre la salud de
los apiarios y la calidad del entorno, resaltando el papel de los apicultores
en la preservación del paisaje natural.</p><p >El 36,60
% de interés en el control de depredadores de manera respetuosa con el
ambiente, señala la sensibilidad hacia las prácticas sostenibles. Esto sugiere
la necesidad de equilibrar la protección de las colmenas con la conservación de
la fauna local.</p><p >El 15,70
% de interés en capacitaciones sobre la elaboración de composta o
lombricomposta indica un reconocimiento de los ciclos de nutrientes y la
gestión sostenible de residuos. El 6,70 % de interés en otros temas
relacionados con la conservación y reforestación describen la diversidad de
áreas que los apicultores consideran relevantes en este contexto.
<bold>Figura 10</bold></p><p ><bold>Capacitaciones
sobre conservación y reforestación del entorno de los apiarios</bold></p><p ><fig><label>Figure</label><graphic 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"/></fig></p><p ><bold>Diversificación
y transformación de la producción</bold></p><p >El 50 %
manifestó la necesidad de capacitaciones sobre la diversificación de la
producción en miel, polen, propóleo y jalea real, lo cual refleja una
perspectiva estratégica de los encuestados hacia la maximización de sus
recursos y la creación de una oferta de productos más amplia. Este punto
sugiere una comprensión profunda de las oportunidades comerciales que la
diversificación puede ofrecer, no solo en términos de ingresos, sino también en
la construcción de una marca apícola distintiva.</p><p >El 44,80
% de interés en la elaboración de subproductos resalta la necesidad de los
apicultores en el valor añadido que se puede generar a partir de la miel,
polen, propóleo y jalea real. Este interés indica una predisposición para
analizar las oportunidades más allá de la producción primaria, como la creación
de productos derivados que pueden tener un mayor valor en el mercado.</p><p >El 20,10
% de interés en el servicio de polinización indica el reconocimiento por parte
de los apicultores de la importancia de las abejas no solo en la producción de
miel, sino también en la polinización de cultivos agrícolas. El 17,90 % de
interés en la producción de reinas o núcleos señala la consideración de los
apicultores hacia el papel de las reinas en la salud y vitalidad de las
colmenas. Este enfoque indica un deseo de mejorar y controlar la genética de
las colonias, lo que puede tener un impacto en la productividad y resistencia a
enfermedades.</p><p >El 16,40
% de interés en la manufactura del equipo apícola sugiere una apertura a la
autogestión y la posibilidad de reducir costos a través de la producción
interna de equipos necesarios para la apicultura. El 8,20 % de interés en otros
temas relacionados con la diversificación y transformación de la producción
resalta la diversidad de áreas que los apicultores consideran relevantes.
<bold>Figura 11</bold></p><p ><bold>Capacitaciones
sobre diversificación y transformación de la producción</bold></p><p ><fig><label>Figure</label><graphic 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3B3L1QIgDHlY72teO6kU7ienKPM0EQ81133SVTLZcgvpHOFe+CG264IczNxY3gFjNyNwL6oaYUgBKZYGU4uOhTznLLLQcZYuFgpa58wJrLmmuuif+4GgsuuKC4mavT3WGofBduLjWXSxqbdBL3oFLgu1YsjYom4q6EsPdpvmBSMwY9upq9MiA/M3VBiyKgpbQNGF5y3H0vvvhiquJrbO5TRehz//33T89gxqxIF0pd+jZJ/fr15bhn1d1tt93Qhn1Vu3ZtALLY4KlULV2jEKtgsVzQFl2+Wu5TCWIp4aDZXXfdVS2ejdaYYnKS0MnE0tjkxmwt2JeuabaXaToIN954oz2faUpQ1p0G7X86WkM5qijKJ4rYH3hFQstmZ0j2M9Mk01Rk0VEsXrevQIG6tLzOOuvYmRLAz5SLSCy66KJOFgxZJDARBlh44YW1YNvrooiKVm3ppZdm1QHT+xFN9GMYRiVNVIewlRVREN3h0jnaDDIEaYfYFfaMKkcffTRlONh1qS4TR75MHrarQJurrLKKJZCTiaXM0kUkbDYDQRAPQwAAEABJREFUoGBzmiA6FB9KyBiGncZis7VYP9QYKHxud5SRq5IkdQRkp9g+t3BGrq4R8j3oGDmXN/Gun8Q0HUldOzWiQRA2L0dGvtLqKcGyc153dJKUbJfcLZgyXXxuIje7reZUpM3k5kr8YVOqZQfjAPoIzK2Ez2xft4McVXxzhc+K5PhD7EFtuiiVOiSOB17BEIcddpicfKJBV8NOO+2U8tGtK4O46J3SlJm+7i8XirRhc1M06PpjBLiznH8+tztXDNBMtWnA6RJBdchDJtMb6RqJG1kAkJGBNV03qmgzn6jFklXLA4+7zKXJ7eD96JQmMqAgkUnTpk2ZINx9uLkR5LuyASiRK3pPfKaIkwpqQ8XfCWSXGoVcfaV8I5SZMg0GMhw7b0vGplS+pvSOBviIbiUmCCMDV4l6WbLFF1+c/aFZK6I7+plogbkAfFCw2Zk7ivgobhk9AsdPAluduptYJEwotbCgoKJbGPnRFK6kZv9YaIlM3Pu8IizCdcj10W0MEQKwmwVeoa9NVzM3yFBdcw0bNpRp55iIBORdjjxI8GIsNsTKK69s7hB2yVIgbl5fG95iMRCFQ/k6KNPg5ecTUVA9GhI7wH6DKuttdrPASdrUoO291157acr4046SzhVD4sVq2cTZBIjTEtx6662p5aRJB68za/wUpcQNzpQL3aTkoAEHUGJ2ovFURM1+dmpMECaGxyFWhCfsB4nZib4YNKwxVfCijUET8iaVNa4FJiNwrLLXAeYCK1Apq1fw3LwskOPGClcXh9lX+ExCRSY4P1uRZwIGirWjUyLB8Wahiii6zeDEiU4bIUhl8rZtBgl2noNvB7ID2D1YH+zyc8WhYGsauWEgTpaokTs+aUVsdRZDpu8+FOHQiyuRBeNNSpEbI9050tVQqirLluZSsm1Tc45iOk7pZ/o68HZqOt4OEpHvQvHlYdi17mj3pj0qhzHrniWuBlaqnHw0w1rksiRiU2pDO40SXEknlq/goDqEcuZaHDA2rMOgcXefdozNqXbSzEURlkUzmMA43f68NzquD0eFAj/MT1TBvVBRjp98R/eORD5xtNSS6Tkngw6B8cxkutcybP0kziSQJTTrfpHQr29Bcc7dQfL5TK4nI4GMny59Y5YoKNpMmVnCzywNEKGC3FmYOEMHc8DBermD6BN9+WZiXt7R009TSwnL6upP6XxfMzJxmSab7nRpw7BVJDQOMV/pJDaApU/pfF8eZ9J016ciI9FUSqevvpCZNE1WCBtCAMN0TIq9JT+JUgld+7L/rELWjoFJJ1Gaia0ibfMzQSSSZAGDVJoyfflJ9owEQU6+xE7WrEQ+SXXRPHMhKSBaP3PVRCbTmAVUzSVJuu5FOBgrucr50qlNmc4mDkMYXEktSFg4+SQ1LlGorL322o6PIk2xMJJphY0srhz5RIIh4hKQ8JM1k1xSllC27jDxIKqUuCVYisniUYtJKpMwX4AsUSJBqElfXdsyjQHB207yQWQ8EixLY5AgLgEWW9L0MxMWjOCcn8xxF11SMEI3gEzCo/VN4gBaqXSObAzsnvLTJkzp6vYNlp3zitv6ScmO4X+kdO6X1ZbCiU6Ii8xBdQVQsAuXWmopV0m2w4TvuB1JROTo2Ky+mbiyndi0j2WiW6+DvDoulLjrFVdc4eWSw6RNpcURTeW7L3g2LlMdYfTUAh2S0oxrN46QHcoxTtSVroZUqqlkRqRbOKuVSgt+XfEpM7lNKe3LnfLVGqwkChVXg3w6vgXFADia8nXBpoEwl8JPrmE+SGWS3HZy04qSmIsbJKV9NStmwNfnp8KBWNniw06TaKegZPm2kyspU0iY+On6y3T8zG5k6YJi2AUzC83h+YkQnHHGGXxT8Woz4oVkUKR2Ur+u9YIt0CS5+RjFT5ESayGRRBA+JWybfPop3zd31n4WFLtdpjs6EUBqJ33lJ0nHR9q5MJckiEoOxJw7iTmKrS7YwNEUJ9CCpxPgz7EWhQSXBJFOezVRkZxMjCRLm5Rz5ycD0TdNh22X7TqIMTrTABzPXJ8yKatVfBEoSsrGZoQpnX2dF+PxM9nZEoVK6pcmoeAU+yZxe2QHbXanWL8mmPRTUyld3b7BsrNd8bQtXCUCPinNusyORG41myk5Z0xjcSTxYaaiTF4pVpbItprwJhcnVzIKz20wS6vIC3T4BQy5PgbDbxOq9R6W6ZQ04Y4zJDPS2v+rW6MGK4G77HmSVct1M07dpbhQ0lTRQ46061gLEukrUajQT/mc2lxNYUz5rpKiDzmdIqRZs2bOuWYFmY0c5hps166dnIK1spEULCo0R6Rd/AAChx56qKi+hJhw7sVXaK3iZBpkUuOxpcsr/WT9pAQzy7qndCl+xfqEMVyvHFkvnWaEYLLBpI4SSgXZQmlBVJOywHjuRrIQlImVTQrSJDftZ9GSlA3VgaKZfqavn0mEtVMibVTTyYQ9xF9MpUV8BcMFZni9giJYVnX48J6LqJIV5aIhneiT2ZQpFEyAmshP8KbpOEc8RZkEJbNXiLQ2c1FNyvILCs2CmXKSgSJhjxXUMZLUJl6nMztJOlmpU5ylNZvVtdZZfiQKIhAsWxCTf3McAM8kKJaRK4t1jPASx/iZT4TsBLVkDho0yKOLBIdAjt3M6HN+5BDH2CnCc0kcJJtVfhFio7vcsfjAgQPF7jToWIpNFVGl6CK2Au7XNYJPB94hdFcK+7jo5asuYuz9zCCl4WAMEkm81EqwXpNTq4gCwzm5EYpyBQtSkMO8yM4kmx0vygSmqUnMnUBSOFddhx8yEk471yr16OfshJ9qyrMrTfnexSUgwPlzC0todo61VJmjaMciUsPigtISxJC8JkiYFJEodendu3dqU0TEzjSjgtOxV+k8/vjjLAAJwrXiLNI0bD9zhZPkp/dRx0SCmIWItIQJ2mMScyeJITwremHVNbFX7c/c1vbbb7/0U5GRmE4S4zR431RaxJepmna7d2IviKpDPuUUUSsVWTjvmgZGPP2w8OSLzRZhHhlkmpcXGUeYPnHuGOUSkHdjEK/7fjpfae7SjAZ2nkQmDk5KO3Qwl2a2Oo+5lwkbNIHw0UcfsVfoEPpiAMbsYKagrt7BpYgoZSQ5ztK5ojsix+VmwBLEonuslQCa91qJkNkhECybHxnEw1nk0mEaASUvK0JtlDim3qskChXXiodMRbb7yy+/LIHMPN5IOD84GAFI4+xbb70V5djcblUvZCm2rKhQccD69u07fPhwpc4/TnJybOvMkJdfUhFTdWacNLQtMiwm/OSTT7Zt25avk90RLjhuBPYyPBcK5awXUUdpRxEyXAHVTYrD5+6Qn0+YJunZyZXUuXNnbgfhFHKRTcTLa7pT8tUq/k8tiCsaHndfg7vtttuqq646u+pmZy2U6n3AgAFGku/iVpRJCuvBnI72mTUu09xbLGnOxdfytWjRQkU3KfyBbz94XEyvpB7GUKDSuRNDnV1F9kcqQksm4or88MMPrWPK9FU3LRYz6LzzzoOPsVksryHJV6OTK06En+5oOjRFcUzHm4hMGz6fU6hx+UmsVErM7rvTrH+IDzewDHChxTrttNOQfa7+gQcemE7BxRdffNNNN9nMztTDDz/sheXmm2+2e3OVC02nI6mIO2sWdrs9jGnkzFGQjcvBm+5jjz120kknpdl5Jre4s6sL/7SybFkPwIL2nGmvP4lBGQ3OgpCsR034iCd5u6HAybYW6b05a9kmsZn95AA8+OCDLhyH0btJ7mp6/E4T1AK7Hz4Sjvm5556rfS0kz9vG7tatmxbM5dRTT2UkJdrWeCaWMj1COzii6zq1N6688kr8TcesTU0iZHYIBMv+i4xzYvP54bDZds4qou3fv7+frPJzzjnHYfb+SoFQ9s0nnD+2qnuZoEOBVseGpmbteKWYGNlgVm+rLVu2FNt0Hbjp8rWT+9MJPPPMMw8++GARMJedk6BxBIBOqGnZt6TizLgX1HJTOH5G4icud9FomTWt6I477nB42PigEEmTk8R0mjZtyvD3E/e7+1q1anXWWWfluwGVJjHljh07Os+G7Sps3br18ccfn9zEFVdcUb/L////L6NUq/hfr4CZ6eOCY9kw0mdXXUQhXd+86hNOOEHvn8z6F3GYVMEqbA6Z2MWtBHxvtJ999plllTnvgo1cpvr1+O2yth9sNuYd9wI+KGquuyhiS+DCVNq6dWu7UXTEVZ4u69SdUo47q8VPhqaRGJtn6YLXLgViZdNbMmOLplngDNRoCcBraehkovGUNmuS0rP7atnZUYpfjVbj+IbNmjWiSFz99NNPN36zwEP2oZ3M0kVOgwcPtt/ozE7SAA4//PDE05jS4dpzzz1xjCXO7WV2LVgptlGbNm1E3YXfqXFkt99++yLqOncwN2x4OvjmBeGePXvaY+utt57VMRf+NJ26devKxJpg1D7DxWGxvfWShCnp/Uga7eFXyLOGte/+kZnEbnfVqMVmsrvgoymUrGUKm222mSlLcEm7du2qBdCxUSyfzHyCYo844giNOzg2xnHHHWfkvXr1YspYFJtZL/mqxM9cBIJl/0XD7k/3y7+/Z/3X1ltv7QAzJG1ET5Wz8v75UHYeUAha+uf3rP+svPLKzu2sZA28gggppFPHpbv99tttdMcbmX399dfoVtRIdQyqCk1Hy2YluR0JxXgJRgaMTb6UwNQ666zjanai1EomJCPA1eAn0ZHzr1Pn0E+i5dSgu89PogtupXdHCcfGYNxTG2ywQZs2bZxMRK5ZY+MZuK3cBQ6YWprVi5ZdTKgXXUkbj3NuRnxZZ09fevGlnNGnMDvO1iZDWzyKa+icG9699967zz77UIaJA2wWGnRo9UVkwlBCU/IlChXzdd0YmNIGDRpwbSVmJ9bXRZOub/6EWXPpNJ5ydJRb0QShZBgibPwAgVMr6LpxFSZ9yiblm3qXIFpLw6ajOzmmlvBndfmZhCnDgEs5gh+WQPv00RXDxbpQ43YDU4Lp4JuJjZesPYksU0LXvnaLbxJjkKAMJQnmCFqiZj+LQEhYaztZJJMOBbL77rtjGvombqWMDSyWzxzp0FRL2peyrWgRMYQ0TTEPd7RZAIoFY/zyVbGxJTLTIS8vD0TWnQJRVFAoPP300xZUkWb5lziA8wQZs06wGAMDCB/bkAzBMWPGOFO8Uj2yIaipm0+shenIZOL4ah+TyVFL9B6ZYTX+nLFhNe3TmZ3YqGeffTYTHEvByoK6IpKrapCmrBEjyR2GfNuPEWAYiBa8joNDIbb0wAMPJBh1x7oFoFHhMAraZ457GZGjQUJH4+yPJk2aSLOVNeWQMl6tkSJLIJ+wTuDjZCV8NKWXG2+80YC1w+qFKn2XAPSU2pAOso7gb5UN2PbQjgRYWORatsS6IxrZdtttbSFuMR0/k+usumHIIdY3QZEScqqnBMv+u+5YQQzHXskVb04esVCCzH/1atRw/Hg2Ni57Oft/saBgN/fo0UOCuD5n7+8AABAASURBVDcxdI2cP7vNbeVmd7DvmvXn3YV7xE+iZdMzCdGPKCKLWI5GfB0kh/+DDz4QXnajSfNu07ZWysOm5phlfbmj3dcG1r59ewrEORcHo6ain5lw1g2SFa9lhOqW0ZepcVU5pg6PMQoqChAxt1UXIzLIVB338y1wv7qsY7a8sSmiIHqsd7dDmoVMx5hPLPStNW3ec889QqNONQXdJYUDDjjAUXfjuIbkEEVpdjw8SyOnoBgVNRece1YpCuRPSMxOKBuJ3pGZAQsys4Qo8wY0xeR3QfiZiScDFMvLp09ZXRhao/TPNqsCZF+AM7BSLRzseUwm/eTMYReMLgfCSSd9vfVaVnsAJgSRe5hIMVgK9IHMiJHgTcrJxBVmPLCyA81IPh3Iy5FIRptMok05VofjImF/aspPS8BQs+gMFDzh3gQ1fULNPUvHxjCqF154wY5NbSJ7q6YX1V27lIndYg+bMmWbQZsY8ZBDDkkDo6ALHKZZlpmfRJp1xb7BIkWsl4rCPLaulkUmcQNfUxUrYjraITjAGhlAUqNpcdl87EW7jkI+MbAEqc2vyCDxhAmm6toRyCXGZl0KbUGtTDiIzqON5GjY3tl+NiqWikYsELrK9CX0yAu0pQEFLgN2iCyTzaA0CR1L4MnGGlEYOXKkK8i5sD+tFDs4qdkGXkkFb+kYBs/SQ6wTTS2tFzX7mYss5oTF7777brfZ22+/bV/pglBAzPB85JFHNAI6m3aTTTaRzyBjB9jqe++9t5+EPjMaExttNnLePNpWSiiAzvZIG0AOAYXbAxS2WXIMZFZDCZYt1qLbQ0XrzVEhVXfqXBZHz/pzCzsGKT/3m5pKX/locuONNz7mmGOYq26l7IJTNC+ifT6W1yBjYU2zr7PW+EBoT37u4c9KU8IwlBqVm4tPg11SfvpqPCWyL9PYvalNAbHslsxK5y6hF/cOm8AZlmaJ5xtGwWap8WCEHIBJ36gK6mQ5lEVEXXn0YZXlp4TSlJjrrxbsAZgQdzSmzJpSlKULTeQq5KYLVZaZ6TDRLIGL2CrLzydJzS5NG4NDj5vz6RT8qU1TsBmQFq+loEJuTuoifXPzC6YRiVtey9ovgvMsaFKjaWvNcQ/k6wgTpOrJE81K5zhCR8DBtJF4nw5pVjEliqiuIqDAZcAOkZ+pSu6XZW+NKCDFf/IL+w/jktdOBzUW0R0ztEWLFkcddRRbvOBqIj8v3BoBXdHHwRAo2Khp5Ph1jmutCilibEqrgwTLVodVrrJz5F0x503P3So+JhESCAQCgUCFQiBYtkItRwymBAiIPXoVFhBjUzPYmf8lqByqgUDJEeCW2Wy8T35kyWtHjXJFoOJ0FixbcdYiRlIyBFx53pI9KXkpfPPNN0tWObQDgZIjsPTSS3sUt+V69OhR8tpRo5oiECxbTRe+akx7+eWX92jq2WnFFVesGjOKWVRkBDxMequ25TwVV+RxxtgqFAKVh2UrFGwxmIqEgNBxRRpOjCUQCAQCgf8hECz7PywiVUkREDqupCOPYQcCgUCVRyBYtiovccwtEAgEAoFAYP4iECw7f/GP3gOBQCAQCASqMgLBslV5dWNuJUcgagQCgUAgUJoIBMuWJprRViAQCAQCgUAgkItAsGwuGpEOBAKBkiMQNQKBQGD2CATLzh6bKAkEAoFAIBAIBOYNgWDZecMvagcCgUAgUHIEokb1QSBYtvqsdcw0EAgEAoFAoLwRCJYtb8Sjv0AgEAgEAoGSI1BZawTLVtaVi3EHAoFAIBAIVHwEgmUr/hrFCAOBQCAQCAQqKwLzk2UrK2Yx7kAgEAgEAoFAoHgIBMsWD6fQCgQCgUAgEAgESo5AsGzJMZufNaLvQCAQCAQCgcqEQLBsZVqtGGsgEAgEAoFA5UIgWLZyrVeMtuQIRI1AIBAIBOYfAsGy8w/76DkQCAQCgUCgqiMQLFvVVzjmFwiUHIGoEQgEAqWFQLBsaSEZ7QQCgUAgEAgEAvkRCJbNj0j8DgQCgUCg5AhEjUCgcASCZQvHJXIDgUAgEAgEAoF5RyBYdt4xjBYCgUAgEAgESo5A9agRLFs91jlmWfYIzJw5s+w7iR4CgUCgkiEQLFvJFiyGWzERGDt2bF5eXsUcW4wqEAgE5iMCpcuy83Ei0XUgMD8R6N69+/zsPvoOBAKBiopAsGxFXZkYV6VC4JtvvqlU443BBgKBQDkhECxbTkDPtpsoCAQCgUAgEKi6CATLVt21jZkFAoFAIBAIzG8EgmXn9wpE/yVHIGoEAoFAIFBZEAiWrSwrFeMMBAKBQCAQqHwIBMtWvjWLEQcCJUcgagQCgcD8QSBYdv7gHr0GAoFAIBAIVAcEgmWrwyrHHAOBQKDkCESNQKA0EAiWLQ0Uo41AIBAIBAKBQKAwBIJlC0Ml8iobApMnT/7hhx/Gjh377bffjh8/fsqUKdkMpk6d+scff8yYMSPLKYvEzJkz//h7Kpn099Rylukz4t+fXBZLGm3ODQJRpyACwbIFMYmcyoQAehs8eHC7du323HPPvfbaa+edd95ll11uvvnmn376KU3jrbfeatu27c8//5x+ltH3xz8md37yVdLpyVfKWcb8MrGMJhXNBgKBwLwjECw77xhGC/MTgdGjR5933nkff/zxxRdffNddd/Xq1evoo4++5pprHn300WnTpuHgr7/++rHHHuPOlukoJ0+Z9sqwMa8MHzNw2NflLBP//KtMpxaNBwKBwLwgMCeWnZe2o24gUMYIiANj0/fee2/AgAF77LHHhhtuuMUWW7Rp0+bkk0++4447vvvuux49enBkJ06cuPXWWzdt2vT3338/++yz999/f2S89tpr9+nTRwu//fbb1Vdf3bhx41VXXbVly5Yff/xxGvXIkSMPOeSQRo0abbDBBn379k2ZRXzFbWfOrJFX7n81aszhfwuIqVGjRo1x48bdfvvt3bp1e//99/0sVF566SUKr732Wm6pkPt9990nv9CKAvW33XZb7969J02alGpNnz79pptueuCBB1K/KTO+gUC1RSBYttoufVWYOG9VZLhJkyZLLbVUNp+FFlpo3XXXHTp0KE5FrsLItWrVOuGEE0466aRFF130xx9/fPXVV6+66qojjzxy9dVXx7KcYBHmvffe+4wzzvjkk0+ojRgxQmsdOnTQ+Kmnnrrddtu9++67ciqv9OvXz2S7du1qps2aNevcuXM+ChwzZsxqq63WunVrBCnkftpppyWFzz//fIUVVjj//PNV3HbbbS+99NKUn6D49ddfGTQJ0nPPPTc9h7/99tuPP/74+uuvz95IavENBKozAsGypb/60WI5IOCuJziSp8XXzNcjolVEYb311vNSu8giixxzzDGtWrVacMEFaU6ePFlsuVOnTmiDI9uzZ0+sgz887t59992//PLLsGHDqH3wwQebb775Kaec0r17d56cnEoq2I4Hv9tuu3344YcfffTR6aefjnThkzsdEfULLrhAVMCsDzroIDGAv//+m47AACPmzTff9Ph95pln3njjjWPHjs0q8m7BxRBBsd9++y2j5M8//7z++usF7SGfqUUiEKjOCATLVufVr8RzxxzEBHwxBEKVzsRP+STLyU3waEWPU84XX3yx3HLL7bjjjkl55ZVX3nLLLWUq7dix4yuvvMLlFS4WBZVTeSWZHXXq1Klbty6Ps169emm+2YyQ4nHHHbf00ksvscQSCRwUK2Yu6o41V1ppJVU496hXVDmrBRaBYppyFpj1d8455yy++OIHHnhgvvYphAQC1ROBYNnque4VbdZzOR4XO/4YOHBg7p2OYl392EJRbrvy089c5b/++n//6JCimjVromGa+JXLK/h8/PHHt2/fXk7llUceeeStt97ad999PTy/8MIL999/v2nObjrPPvusooUXXvjLL7/k6ws1+0mQNFr99NNPpZPgY/Hka6+99oorrmjQoIFQvI78pJkU4hsIBALBsrEHKiUCiTJFgBs2bOh18PXXX8esZsLZwg0Cm0cddRTHVA7i5GyhB18/c0Ujm2yyyfjx45955hmRZz+HDBmCjRo3biz99ddfe6r0anveeeeNHj06t2KlS/PXva2KhCPC7bffHiaFTgFEAwYM8Cz99NNPs2B4vXJylaXlZHWZMt5r11xzzT333FNsmVECSSQtAi8oDfNMMxKBQLVFIFi22i595Z64694EfA855JAjjjjCLY9FxDYvueSSww8/XNCyRYsWXFIKCEaY9Pbbb8cHaEOtTJQq2mWXXe64447LL7/c4ytO5bw2atQI6R588MFak/nQQw9l/lxWd/4nij0Cb6WenPmgGPTJJ5/0k0f7/fffF2zgo48+uummm0y8efPmwOGSsmNyaZUHLKqcW3GVVVY59thj99prr9tuu43JMmrUKL4sMwWezJ1czUgHAtUTgWDZ6rnuVWfWSy65JM+JF1W7du1333133LhxJ5xwQvfu3Zs0aZImKarpxv9x1h+S2HrrrbFIKvLlsd1www38sLFjx37wwQdiqkiCEyzafMEFF0ycOFFmq1atKnXEGHc+//zzXbt2XXvttddff30T9PAMK9PPFa+wp512GiPD2yqKVbTOOuuwVwYNGiRNQIR0t9tuO+lMkuabb7757bffCq337t170003Peigg1ZdddWBAwcKCWSakQgEqicCwbLVc92r1KyXXXbZ/fbbj9/Zp08fPutxxx23xhprpBm65XmrnN2ePXt26dIFSXC8OLVZqQRnl2+HmDEEhm7YsCHmIPvvvz9Cknn66afz2GhWUllqqaUYE/CZMGECb/6qq66qVauWYLjpXHfddRhXAoPyRMV+WSSYVQ5ZccUV69evLzYgkM58AaPHWlaLonxyxhlneMbGrPXq1RszZgzYidbAmE9z/v6M3gOB8kcgWLb8MY8eywQBDIoD+KAc1qyDdMvLUURBvi8dCZJKJZAQBULTzyRKacpUKp0yK+N3rbXWatu2LXeWI4tcH330UT/XW2893qcwr3i4SfXo0WOxxRZ78cUXxca58oQ5Yta9evVidgiqb7HFFr/99ptnV4DQz2TatGkHHHCAt95dd91VJrvk999/P/PMM+VvtdVWckICgWqOQLBsNd8AMf3SQeCff/1SXo28vBo1OHHlK7qc4xw6dOjgRZavT5566ikB8Ly8vJVWWgm5nnTSSarz5hURsfcknnLlCxq/9NJLd9999z333PPKK69kcXhFSf7++++NN974iiuuSAaKwMCdd97pmRw9exdPOvGtzAjE2OcVgWDZeUUw6gcCEFiiTq32O27ejjTfvH35ykr16xrAHEUUfadZf9zZTJkPihf9lNm8eXPlvkkaN24snwga77jjjs2aNRMN9jOf1KlTp2PHjr5ZvkCxFpZZZpksJxKBQHVGIFi2Oq9+zL3UEFi81iJHNl3/qC02KH9Ztm6dYk6Dj02TF+ubT1JR0ZmFVkxViihKCvENBKoRAv9/qsGy/x+kB5fdAAAQAElEQVSP+BUIzC0CNWdRjZhxOUvxxztrgIWrF1pUaGbh9SM3EAgEZoNAsOxsgInsQCAQCAQCgUBgnhEIli0OhKETCAQCgUAgEAjMDQLBsnODWtQJBAKBQCAQCASKg0CwbHFQCp2SIxA1AoFAIBAIBGrUCJaNXRAIBAKBQCAQCJQVAsGyZYVstBsIlBSB0A8EAoGqh0CwbNVb05hRIBAIBAKBQEVBIFi2oqxEjCMQCARKjkDUCAQqOgLBshV9hWJ8gUAgEAgEApUXgWDZyrt2MfJAIBAIBEqOQNQoXwSCZcsX7+gtEAgEAoFAoDohECxbnVY75hoIBAKBQCBQcgTmpUaw7LygF3UDgUAgEAgEAoGiEAiWLQqdKAsEAoFAIBAIBOYFgerKsvOCWdQNBAKBQCAQCASKh0CwbPFwCq1AIBAIBAKBQKDkCATLlhyz6loj5h0IBAKBQCBQUgSCZUuKWOgHAoFAIBAIBALFRSBYtrhIhV4gUHIEokYgEAhUdwSCZav7Doj5BwKBQCAQCJQdAsGyZYdttDzfEPj222/79+//22+/zbcRRMdzjUBUDASqFgJVn2VnzpxZ1kv266+/Hn300csss0zLli3Hjx9f1t2VtP2vv/56//33HzZsWEkrzqP+Tz/91K1btwkTJsxjOyWtPm3atJtvvvnNN99ccMEFS1R3tdVWO/jgg0tUJUfZUSr7rZbTX0VJ/nO8/IdUlBHFOAKBCoWAq6FCjacUBtO5c2fX6/bbb//NN99oLi8vLxHt77//vummmy6++OL33HNPylFaKnLbbbc999xzZ599drNmzaZPn17MNmfMmPHYY4/ddNNNxdSfa7W///4b9xd/YHPdUb6K77zzzo033vj666/nyy/rn2PHjv3www9bt25du3btEvX1/fffc3/nbm+M+uWXjS/vtcnld250WfWSja+488ffJs2skVciqEO5dBGI1ioyAlWQZf/444/ll1/+l19+eemll9KNmYi2X79+vLqGDRtOmTJFTmmtCvYaPXr0Gmuscc4557Rq1WrZZZctTssGpuIbb7zx4IMPFkd/XnSyyep0XtopaV02xx133NG8efOSVpxHffO95ppr1lprrblrR/W5qTjzX5rJy6vBrqs2Mgsqc5713/EJBAKBgghUQZY1ybp16+6xxx4DBw7MwpWo98477zz44IMzFpw4ceLVV199+OGH77333qeddhrvR0WCjHv27Pnoo48edNBBRx55JKpGh/LJl19+2aVLF/qHHXYYh3jSpEkI24X+7LPPDh06dN999+3du7cw6ZVXXnnggQfus88+Z5xxhioqEp7rww8/LKSs6Iorrvjzzz+vu+46vuwXX3yhwU6dOslp27btpZdeSpn4ecABBzz++OPSQ4YMOeWUU1599dUjjjji8ssvnzp16tNPP43RVTQSjfz111/5GFT1+++/33xVMQWNkLy8PN9PP/30/PPPV/eEE0549913DUxmJtrRmrrGb6hCvuLhqVTCZFU89dRTxWNPOukk+fQ5rCntp7EJnl911VXyjeH222+Hs/xLLrkELK+99tqxxx5rXnfddRcF+YT7ePHFF4tpy+fZT548WWaucMTPPfdcg9E1oFKIgkKLFi1uu+22hx566NBDD1X3mWeekUkWWGCBe++912il+fE9evSAkvYl/JRpkMDXoCUzMEEOmbliSDqCnh7POuusESNG5JbOLj1zZg1SowaQHatqIiZL/plzjTn9gV14Y/jw4fkUPaLbw7YcazVfUfaTfexg2q5Zjv3z/PPP9+3b137OMrOEXffEE09o1iFNmfb5k08+6Vxnxznlx7e6IlB+83YXlF9n5dnT7rvv/vbbb2c3srilQGLHjh2zMXz11Vd33333kksuueGGG7744osdOnRwkpW6BS644ALXOvd0zJgxp59++ueffy7fFYBLkCt9JxYxY5eaNWtyjpdaaqnFFltM/korraSjF154QYIvJYy81157qUt4dSjW4V9xxRVvueUWxLz66qt7yq1Tp46K+srLy0NC2T2C6gYMGDBixD/3O+Y21Pbt2y+00ELfffcd06F///4IvnHjxu6aE0888f3331ddL0lkumJOPvnkRRZZpH79+qaT2RBI3Sxw5AYbbAAQTKPBVMtXRXdQ9+7dzbpBgwYrrLDCDTfcwLBQpDsEL+3xUmSV/YEp5avy8ccfM2ikieqmD3njwZemafB03nrrLc2iQ4hhTQRvRvTprL/++r169dKX0Z555plnnHGGh1VFmWhQ9VVWWeU///mPRlq1apWKzPHCCy+86KKLWE5WzYqkYWBNQQIcT43V4gWhVq1awhtWXzvu+m222eayyy7zdmDhWDzWKF+P8LR2moWSm9rrg6ZC5gUBR4aJtuOOO8Iztx3bwLIymJyOXXfd1bbPLZW2eawOs4m96FFGDnEE1l57bTbQMcccs9lmm2lZZiZsKeeXJYq5nRpbV5GrgGllxRlhfoYEAuWGQJVl2TVn/bmgnVIXLjN2hx12qFevXobsxhtv/NFHH3FlsA6+HDZsWGJZ+sjP+XT/csX8/OGHH9TiEUpgPhe3M4+Hbr75ZncHovLci2s5ZLvssgunCmdjo3bt2vGHMJlamEaDfCNXDHfNXd+0aVOOlOt+1VVX1aDLotDDr3ddJ8Eu2Eh1w+Nt88zwKAbdaqutWAC5mkZF07yoGSTLANdqJFGgUvNVlyvPFKCgKBMDRuFISADcVcWTQ2ZK8f3LL7+sQbzLgWjTpk3ugFPvvoRyPsG48t2M3E3WhkUxa1DIxJocR12wPDRr2EoZAYqyRnii6BNHwly0gFmAp1Mp6nWZmg5edBf7poq+hDvbtWtXnrdat956K1PDhf7II4+gZHPUFzEkztADDzxAP7XpiwyYO/aGEEKfPn28PvC35IfMNQIMLFCzqGy/DGrWGNuIneSM4EJ2GzsyXxc2j/PCbWXeWWKlqtu9rKXBgwc7Wccdd5wW0uFVSj755BMxJEdDJMZusaUp2+2spa233lp1OiGBQLkhUHVYNh9kHBEchmCcTEfus88+Yyzn6qBep1qQFntxiaghoaSwySabuI4db+TUoEEDDqh8HpsGeaJOqbvAcXVfcIgV5QpHCpFoFnFee+21zGrsMm7cODe1Kztprrzyypxd7aSf6ZvvZ8rMvkbC5eIIyjFOPITCjdwl9d577yEq+Zm4sD744AMMuuiii5oFe8MNpdRdg48NxvCggX7A4kpSlIQyPxVXYVMKBEQ///yzsamFadZdd12aps9K4AtK54rqJDcnS8tfeumlee1y+KxaNmaOrAgeL5ZTLp9A2ABci/T9TEINtUMPpGLRVkr8PxWBsVGjRtLa3G233YAPHD9VJyyD2rVrH3LIIXIIZQYKJ1XRtttuK4dsueWWRoJ3ZfqZBIBi0Uhdj9jd9BF2Korv3CHAqOW24jnVM6gZo86R3bjEEkvI32KLLXJNNznECWJZcmQxtJ/kxx9/dO5sCbvRJhRicS7QsKIkqljB1ItDakswlUaOHImbF1xwwZSfNOMbCJQDAlWWZR0nniUqdY/jJMcY67guM0y5R1hQ2JbTxu3L8nMTDmR27D3wLLzwwn7KpCPtbDvD0rnCzeXUuhG8feISavTRm6MuOJyrKT/9zB1Vyin4pazrlI/whM6Qn6/4apMmTVJ+9jUqF43hycltXBpjuddM2fDwBw/bcym1THCYMR911FEUiFJOp97lm4JEpjkvCV0YjAZJGmdqLZtj+pm+7An3LP/SeFyUKTP3qyk/cX9KSCexZBpHtOlnGrweUyJlUpDIV5F/DyLA6vHMM8/M1accMhcInHfeeQ0bNsyHJItKTF5cZOedd/aIMGjQoIIts4CZueJA2d7Alzb/5ptvnpQFqLwIiEuln75OOnOKgSjew9pmWTLO7GTpfAOgHBIIlDUCVZZlAcdD4ugwdR966CFPPvnOGJ+GLYyonHAhX/pFi3cgj5pcUmouZV4gMltvvfX8zAS3eZd1m2i2efPmBuBqoOzMuwtEKTNNCfm+xMmXZhZIZD4TOlRUUGhy9UaNGiVQxozgk3lqyqfGseNz4xj52uSruZWkDUaolm/NEzW85s2boy4GgaJMOM38A3dfUvClo9T4NctckCb82vSEpn1ExZqRSfgQRihRUDIduPEt9KJND9IgVSvpS3spB1f66atIOJcvzhIymHyjzcajTW/A2gSjWsZArI5OLbScJIYqOKFNK5VyuMVoWOQ5/fRFw0899RTOFi3XIydMU/JDShcBqFq+66+/3p5n+XFGDz/8cLyb24sgv6cEu8W2zPJtPDafzZxy0g6UmX76OumeYAVy1BIoFpjxpqCKpxkP9rYKnZBAoNwQqMos68JlJnt18zbD8nUac2HlqWBKridn99hjj3Wr5pYWTAst4jaPtZzgO++8U0UOXz41LhraEH7kI1Lo0KEDqtPv8ssvLwrNdVbRO6I45H333Wd46ISh7a331Vdf1ZQnXnFpjhQzvEWLFlqTmU+0hla5xTjbA3Dnzp0l6LizfJPgkiOPPJIhL2Der18/bkS6vMwRZ3iB9uxqFt7JPFwZQKqVvmjYMDhw3jLpmEiXLl00zj8Q7hNkdht6rjYX4VlVjGennXZiE/Dg9XX00UfjLfkFBYN6iqajd50yEehwGY1WLcTmMtU1ETdWlMSY2UAihA8++KDr8qCDDkr5hiQhSnHiiSeaiHawY8bBRkUEMOR4kWVmPf744/whTGytmUG77747Hx1/M1OYEZ5+tZbE9c08MjurYJk8tGsqFcW3FBGAKhGZt7IeVocMGWIXeaHPurCgntX32WefoUOH2orebjm1njPUcnaUZpoSLDbfTNhS9rCYvyWuW7euUhTu1IhO5z6RZPqRCATKDoHyYFmuA35yhEzDObHvXXwYzs+yEHyAEVPLiMHN7mWOcybHBYpm+HnSe++9twsdRaGiPfbYY88993Qpy3cFu5pd7tK8N0+JOFJ6s802YxejEBYxSnAvn3vuufKd+XXWWUdpSrdu3do93qtXL5e4NnGJs60dVCfa+cgjjyBRZ97ljl3c4OSaa64RK2NiUyD4AJN5cDVCg9GsgTH2tSNN3CDGIG6G8jExp5YrZhiKkmiZBeAdF9MT0+cIqk4HIKJnvIdLLrnEy5ZVcGGlWulrbEwToKmoF7PgE6joVdWdBQ0X31tvvbXffvsZVapinCKrnHhImi/7gJoiFbfbbjtqiRF5GGaBvF2UxnD88cfToQkQY7juuuuYO2LsPEgVFSXRNUfEmyujgS0Cc693vE/5FNg0BkYBbVsdYQmZiy22GJtGFNEi9u3blz7jxm3urX2jjTYS3uA/+YpCeyncY489VHQRq8hzZXtJMI+AoNT2YAE0a9YMLPL/kdn8J69Gjbx//lNjpv+rUY3+/jvfmXMxZ7v33XffTRVr167teOZyJ09XDIOJbK+Szz//XBTnjjvusOKClD17VgAAEABJREFUFoMHD04VWW8c2ezIp8z0VQU92/yMxQ033LB9+/aO/0svvZRK4xsIlA8C5cGy7733nkPiZjclh8SN7Fo89NBDmahySl3wnyhxataFy/Fq164dnpPj6xJ39bv3nVUjMR4KKNDzj5gwHeSEKWlKO8xOpitb2q3NrOb8cblUcQvzKeW7Glq1auX2l9YswuNf4hKWhEdT7SeSXnnllRnsrnuCHbmM9JEEZPhMCAzTICQeobrw4XhhX+xCzcCQkFJpYmy4GW0YiepGvsMOO+TlueMV/ivo2bOrvgzD8Nj1ybYwi/33319rOlVqOiuttNK/dWb9lykYFUA0TsTrICBTIUvC45ZMtVgJBiyTuB+5CAwLQ/K6Bnwur3wIy1lhhRXy8v4ZG87TFLJM6PlJh0GAsM3XeBSBEVDycwVWoEiwsGCMAfJpSAZ/wQUXmIhpspmshYoAl2ntpM2FWWBsdCz3csstl5eXh00TAlYH4GuuuSZNYrS2hwQ1s9Cj6bujqSX0FM1OEsnk5fnvmTNrzKgmUqPGjP9OeXbAFJXPXuS8ci6FfJh0SJeVpgLvVsTFPneC7Dd7g7CWrJTIiuNgUzFDXSAo1lrjZkdAxXxiG3sqYlrZZjRT6RKz/kmrlI5vIFAOCJQHy7788ssuXBcid9bt5qr13OJCFI4rixm6Xt2z6RZ2pboxPc+kjvwUpE1enRz04LhScLyN0KmWya3xNEhT2iDlZ66Vs+qI4lFuWSIJOkSmZvWYatFHDHQ0aNYaUURNFZc1wf1+EvpGi1d8008j8ROL6MvYkqZ21JKT2qGpKXM0ElMwu6QmP1cUacrsDECDqqRS7aiirjb162fKT19DkkDGFIh5pYryCX2Z5itNLROMm/qS0KPuDFW/Mn0zNU2ZlJFnORKa0qBmFVGQk4lGpCmYIEiti9ao+cpUREwTyNCWTqIRP80rVbfcFEzWpJKCL99UjzJh62cSauab0mkR/TQjs/BN+bP7LrvYopfsvd0le21/6d7bX+pbPcR8L9mrWd1FatX477/6qlB8ZNo51sVDAxtUgpFtdUQLhHC8CNiQWJbJuPrqq48dO5ZZzBJVC/6WKYmDaa3tLtXFQsaPHy9A5Sdj6JFHHnFO6WeicZYlb5iJae0YWGgbMXOd8W6mFolAoBwQKA+WdSocCYdHpM6x4RG6wkR4MuuyLOaZ3cJFN56pZYmi9VNpocqFZhahn4p8cyvmpvMVFfwpZ14kX19FNFVQ0+2WwrOzq5WvCkeEB1lM5UwtXyNZfkqIVHOvU7rgV11SMD/lFFGUFEr6rbPIwntusOaeG6zxjzReY8/qIxusuejCC+b9E60oCjOBCv4oSb4pwsvLy2M8jRkzxkuBzOHDh2NETay88spCCCIxFPzMxGOKF/30c7311vMIxUwXCvZ0UpA4OccTJkzw6uHyUYVlNmDAgK222qpfv35MKzkhgUC5IVAeLOstUFDIO5yHQF9hIk6ttz1RzXKbZ3RUugiI3bkZi98mD0bctfj6xdF86KGH3MXF0Qyd+Y6A1/rDZ/0dccQR/tsLfRqS4A1r6YgjjhCrkMMH9fWoIdQvkSs4MvcfixP/OOSQQzysFMqa+NsbQYqaaJMgZm9JHnrzkXduFxUpHWOpOgiUB8t61/SSx5UR20nm6tdff73OOus4bFUHyJhJIBAIFA8BnEcK1S0LCtRmktTj7LpOpfENBEodgfJgWUGbbbfd1lvLjjvuuOCC//xPfqLYvn37FmqElvoMo8FAIBCoUAjkcl75D0zv5d9p9FgeCFTUPsqDZadNm/bxxx9fe+216R8QBcWvv/4q3vjHH39IhwQCgUAgEAgEAlUVgfJg2ZEjR7Zt2/b5558HYv/+/X1Jp06d4v9xDQ4hgUAgEAgEAlUYgTJnWa8g2HSJJZbo2bNn+n+jhKaf22yzzRtvvCE9e4mSQCAQCAQCgUCgciNQ5iwLnnHjxq277rqNGjVadNFF/Uyy5JJLTpo0KaXjGwgEAoFAIBAIVEkEypxl8/LyVltttSFDhowdO5ZfC0TfMWPGvPjiiw0aNPAzpDQRiLYCgUAgEAgEKhICZc6yOLVZs2bc1lNOOaVXr14//PDDhRde2Lp1ayC0aNHCNyQQCAQCgUAgEKiqCJQ5y/JlGzZseP3114sYP/nkk1i2T58+cp5//vnwZavqrqpc84rRBgKBQCBQdgiUOcsaes2aNb3L3njjjaNHj542bdrXX3/ds2dPpIuAlYYEAoFAIBAIBAJVFYHyYFnY/fXXX1999dVHH300eNbfh7P+fv75Z0UhgUAgUNkQiPEGAoFAcREoD5adMGGCt9ijjz76mP/+tWzZslWrVi+88EJxhxl6gUAgEAgEAoFAJUSgPFj22WefFSJu3Lhxly5dLv3v3yWXXLLVVltVQsRiyIFAIBAIlByBqFFdESgPlv3000/32GOPa665Zr/99tsn5y/9r3BUV+Rj3oFAIBAIBAJVH4EyZ9mZM2dutNFG3mV/++23+Medqv6GihkGAoFAIFBKCFSNZsqcZTHr1ltvvcACC3Tt2vWll156Jefvhx9+qBogxiwCgUAgEAgEAoFCEShzltXr22+/3b9//+7du4sW75nz169fP6UhgUAgEAgEAoFAVUWgPFiWL/voo48+9thjDz74799DDz0kte+++1ZVWGNegUAgEAgEAoEABMqDZZdddtm9Zv3tsssu22233a677poc2hVXXNEIQgKBQCAQCAQCgaqKQHmwLOxGjx7dpUsXEWP+a4sWLW6//fapU6fKD5kjAqEQCAQCgUAgUHkRKA+W/fHHH48//viuXbvOnDlz+eWX/+GHH8466yxcW56o6bo8uytOXwWHVDCnOO2UkY7BkDJqvLSarVAjnPnPrGZ9/klU4//MwmBmjVn/VY1hiKkHAgmB8mDZ11577eeffx40aNCzzz7bt2/f119//emnn5b5wAMPpEGUxTff/ZuXlzfXvUyfPv2NN94YO3bsXLeQW/H3339nZ8jJy/vfkPj6V1555bhx4+TPhcyYMePNN9/UyFzUnV2VvLw8Q/3111/zITk7/XLONyqz7t279zPPPFOg6/9lTJo0aciQIdOmTftfVtmkxk3844g7+x/Wq/9hvtVbDu/V/563P5k+Y0bZIB2tBgKVDIHyYNnPPvts++23b9KkiYsbPL5eZ5s3b/7OO+/4WRaCxi699NJLZv3dcMMNb7/99rwEqP/4449tt9327rvvnvehuu4feeSRM888E0NkrWHxO++8c8yYMbVr184yS5SYPHlys2bNbr755hLVmqNynz59brrppokTJ85Rs/wV7CJG2y233LLMMssU0ftXX33Vrl07tkIROqVS9Pe06UN/+HnY978O/WF8NZcvfvjl+98n16jxPyOyRvwFAtUYgfJg2UUXXfTvv//O5RWAy+GOSJSFjBw58pprrsHiLlnsKF7tRs7tLjc9xwFgQTr5xi+nOJLbkTRuWGqppfL97xHhyLp1655zzjlLLLFEcdosqKNlmXM3QhVnJ8L7K6644sILLzw7hfmYb1Hefffd6667bpNNNiliGJChSYrQKa2imYKkM2fm1cirlFJ6w64xC4TSQjXaCQQqOwLlwbJbbbXVgAEDnn/+eZedWw8Z9O/fX6Bv8803LyP4dLTccst16tSJN8aRxWoPPfRQcmj0bgxEQu8SRJpIyEkiTWSSLEciZUok8ZOktK80fSLhJ8nLy/MziZ8LLLDA3nvv3aVLF/l+EkV16tTxUN2gQQM/k6ieRCmRTvm5X5lEKZHILZKWmaRgUSqVT+j4KUGkk8hJcvDBBx977LHJw6aQJOlIJx0JOQD3JSnTN+XLIdJy8olMRUQiX1H6qYgo9SUSKV+C1KxZ88ILLxQUkemnbxJpykQi5eR+ZSoiErn5cpIUMz+3boF0Xo0a1VxqlPQvF3bpfDK71pJavtKU6Zsv30+ZSaQzKZiTFUUiECgVBMqDZTfaaKMjjjiiTZs26HbnnXf289RTT91///0POuigUplDoY04PCnfdbzZZpv99NNPU6ZM+eWXX9Zaa62TTz6ZA+SC9lrMHzrkkEPWWGONNddcU86TTz7ptlVx1KhRRx999GqrrUbzqquukpN48bHHHsM6HizlkM6dO6suQd5666199tnnP7P+eM/60uN9993HmFh99dWbNm167bXXUrv66qshoBcilk5zjVl/W2yxRa9evWQaedu2bXfffffzzz/fyLEv6LwvqpsrX3/99XHHHWeEG2+88WWXXaZiKhWUfvjhh4W4tbreeut17Nhx/PjxqSj7rrPOOgceeGCLFi0kPvzwQ/aH4PoGG2wAhK233tqY//rrL8o9e/Y87bTTdK3xW2+99ZRTTgGd+cFQjwLphuqVnd2w7rrr6s4cH3/8cQMQqGDfmLgGN910U6BpLROUzMbaaaedlDKAdtttN6ugqUxBws/FF1/8yFl/a6+9tsbvueeeFPa/6667AAJbK2IhTjzxxH79+tH/888/FYmca7Zx48a33367YWgqk6FDh7Zu3XrDDTekYKXef/99tZRahVatWsFKL5427r//fk3JZxdqzWTpC43ICSl1BMaNG3fjjTfee++9abEscffu3Vv+/7833ngjX79ffvml9xGrdu6557766qv2JwUb74MPPnBq1LafP//8c5mZWGsbwBns0KHDCy+8YBOmojvuuOO8886zydPPEn1DORAoDgLlwbKLLbYYX82pcB0jGPd7t27devXqVT6hSHfoiy++uP7669erVw8i33zzzfDhw7m5HMrvv//emRTQNrZbbrkF5Zxwwgn0cQxmFXB2t1588cXUHFF1STqc6esnzVSEUzEQAnZlCGN6LJwwYcKgQYNOP/109oTJSoyd9c9Pqes6UBf5uQsw/fXXX9+jR48ddtjBqFA18qDz5ptvsgz0fvbZZz/wwANec1XJBMfoxbyME+FpJA2DgoonnXQSBtUpI4AT37t3b/m5YgDU8KWJr7LKKg8++ODLL79MGTWiH5nuI/radOvNmDHDkHyRJQxRr1vM99tvv6VTv359C4rSPC3j6a5du2Lf7777zhLvt99+GnQPrrTSSjVy/gYPHsxLxnaYW19AM0fP0jkqNfTo4mMB2DDAsXO8EI8YMYKOIcHH2KSNStp0pD/66KMrr7xyl1120al7UwtQkp+EjiXAyqwcQ8XucIOwfDaNhPtXRWYNFzlNn4GC4N3CQMa1qZ34liICAwcOZMZZESfFsmrZqnmkcBIhT+yNvn37JgJWmgTFqvX000+vscYaNqEzO2zYMEWvvPKKbf/jjz9aXC9EbFBbUX4SS2+/6YUd6dSrKP+9995jmaklnuRnSCBQFgiUB8sat7t4r732srkvvfTSCy64wCVb1tsapbVu3XrLLbfUl5uUU4RNXc36RRL77rtv8+bNhwwZwiPEbXvssceuu+7qZRRrohy06sp2+fK23e/ox7MmRbcAABAASURBVOE3iyKEEa2p9u3ba2fPPffU5sorr4zhll12WRYGBjUA7eS2gDMQebt27RAbx05d3huyTzoi3m4fTRktMwULpvz05X1+/PHHXDqeNB3EwGVXZIKukoUWWmiRRRZxGSEqJGpsivKJGwq34aSll16aMQGW3377jf2x4IILuo9YAPn0tbzjjjuqwuM/9NBDGzZs+OOPP4IFsxoDtvMW7isG4CJLg/GTg96iRQs+bm5r7APdXXTRRXoHL1Pjk08+EdjP1ZHWCM9S2AN6xxxzDLhYSPILFSNx1YoZWHR+/OGHHy4UoZdMGY++8cYbbnDXq9d6GxL4NoB8X2ttD5ia65uOplQEBQpnDTAjbBg5IaWLgJ2A84Bv+VLLMD/ggAO4m+4K4kQw7OyiVJq+PNH333+f7eUmYXstscQS7CGbDbOKPGnT6eMQO4+iEamKr+3tROjOlrOZ7QEcbLewvZo0aUIhpFwQqI6dlCHLuhZ5PC56251DQHhX4n5cK2li05cd5G7YbbbZBrXzll577TV3pZNMONBLLrmk91HHEk/UrVvXKTUMBw8hyUfPHFMnUMBTPnEj+xYtvB/ExjtMahjdBa395ZdfXr5MXetXL9JJ9CJzqaWW8lM+Pq5Vq1b6/8aRr4U0MJn4Jtcto49ljVAEXpoYoSoS1KCNOc444wyXFxGM1YKifIK5iczJkycjSDdXu3bt3DjID5nBQVE+MVS+hUzYuvuwqbT7zs2F6dXldpiITBaGdiw3n96tx3aRmUQt7ZuaFpIyVqNgnySF3K+O0uCtmvUiuaVZ2tw1xUQQuNayfIgB0Fc6iVJxYD63cRKeq7mYJmNFFVH3pGaOGvniiy/8dFNzps2FbQFtOSGli4AHGsalDWD5CrbsJIq43HbbbVYqt9RaOCxOq3V3phwxu9e2FyI+9thjEbNlFQKR379//6wi/mZt//LLL84IBTuT+euZgBWeu08y/UgEAqWFQBmyrNArJ8mRcMG5sApKoT5WaU3M1ckLZA5zmBwqBzJfy3Lc4DjG2VPkJx/OPe4Au6Bd6w65fJIUJIiz6osVfEmW4BFSQ6sykySHkgWdfqavXlLCF/uiHCIt30gQMxfWzzlKGqGbJWnqWsJVZaauJGSPtJLAXyBU6ezEOF1M3IKk7ztx4kTu4+z0c/MNfsCAASussAKuVZEbnUpdWzwS7il3HLGJHqd8I1SEO00W1GYtXzwQ2mYkXRyxBKromjLELIFmNWUJfvjhB1Qqv6C4jonr2DiTMPJ4vWoZTIakIpEMPrEWuDiCkNDziuz1V05IqSNg4bSZvhKZWFOwi6mIoGSZKeFoe5LwXOJiEXOyfJRtWm80TnTS8bWpGPoSSdCqiIjteuaZZzJPhSs8CTMBbQPbxm5MavENBEodgXll2SIGxJV0QzkSAob3Ffa32267FVG9VIoKnt6sWUUe21z64rr4FR0ao+PqGRXR8mk44o4f4uR2y08VMYqb3ZuQ29w5JymfMySHM4fVHHhhZx6bRz6+6XPPPYcS+ItZNDhVYYwzt/v16+d2UNerJ0ObMZ5K832NNjcHqsQI3RRuIl6ja4IOBoKqN86nnnrK7SPTReNCya2b0pRTwmXE4/cezKszTSMRvzWkVFr0V/twA9eqq67KgUarSZ+BAgG+snuNa0hHvsZ1yg4QsoOq+epL4oYbbvACB0A6RYvqFPAi+0yYF6qPP/44d0emxldbbTXvfH5KQ5ufZFkVJVFqtBYIyHIEAywN64RFYrJevq0aBYtl+muuuaYiXpQc4WKRZMuqVki5IWCZMOJRRx0l5pGvU48yFsVzrN0lZoNrbQwH2brnasp0HLIcG4/l50XAawIH2vZjhXub90jvzYJLkGlGIhAoXQTKimXteMajZ1GXuNu2YcOGHgJduElcysJEXKjSnUxJW3Oze3l10oyTcLy6dOnCJkBgfJdXX321WbNmblj0g3RT440bN2Y9nHfeeeLJngwZxSmf9yMAxWnzhiTziiuuEJjyFrv++uu7CzwXuRoQalJOX/d+q1at7rrrLvpa0yZ9HJlKfWHoW6gIdJ988sk8SE4nh+z111/HPUnzuOOO85zpq01xM7FchJeKZvf1IP3zzz97euS9qWVUuHl2yrmjcovR5/BBr1mzZijKWquItzjHoNh00015G6wNtdx6ioirExonnXSSuuBlIpg7i0dR0aIRCuussw7/29swVBEhGGVqXGvm6/L11T5PCEcqSsLF52pbAstnmqLc/Bh+sPwrr7ySgWUVVPTC7UHXKuuLAmWbBIBml9qJb/kgwHxkSFkmeyxfj8zTrl27siOtvjVlotkDyNjeE+TIlBlh+TaVeMkGG2xgr6rldmL8IXKnOAU5soqRCARKF4GyYlm3XjZQvlRigiwHtaBb3l6WU7oJnNehQwdnL1+zrtSLL77YY0zKTz+ff/55F6vDxhNi6jKKCfY1bFzlPHtIRsAiz2qpQt9bL5J76aWXzj33XHXluws6d+4sINm6dWvPeHSccOHfl19+mSuMVwTMZdLcaaed1JIQMW7Tpo0qbOrjjz/erXHppZdqRxFTHfMlDDGKuRxxxBHyM1HEAcWFumMleO0WnN9vv/0oeKN94oknEIOBkfvvv1/YXH6udOzYERtlOUjl2WefhYxe4PDII48gMKXuo8MOO8yUdYdvDjnkEBE5aeYRnxvb8Q8MlddoGJ06dcKyGhEQhjBwvApTM0E+hFp4S5vEhejBjFsJFqaJR1AKMFeUCWUkx+tNOUIIWtajnxxNLixMdKpx/WJx+ew2YQk4mwXiZOgYp8xTTjnFNWoAxs8Jtjq8GQjo2r0sn0X1xhtveKxl5eBmRGsKYPekrXGZIhZ8Jl2ElBsCrDRbLq1s6hSDIk5pwSRWpgsEZSJOASfOqB3Cjrcx6Ng8X331lXymmLQquWKtnXSG3ahRoxo1auTdHeMKfuTqRDoQKEUEyoplc4foKnQeuBoy06Zv2bKliwwByCkLceTc7w5PvsaRBHZxtFK+G1Ziww03RGlYEy/KITKJ4+dG5uGhGe5dGr9892+LFi3c3SuttJIq++yzj0yCJ7hu7dq1Mzv8mtrBQ+hQO0iaAjUXB/JLaT8xh95d8RwpynIID9XlLkG0gwa4pNL5xDS1jKKwBcbiFyYFVbizmvUEZUiJuVNR+gJHYDyl05ezblSq6As+aXjY10jSqAyPqZTSAFEdgakrB4BmjY/NBYEpNYAGDRowHeS7+6gRmb5JpHfaaSfdYUpdp8zcLwWYmEXKpKMpA0s/eTPWkQLCppOZUwwX6wUT3I9iKdsD0gIq0to0ZkupX+MUUJFJ5GvZxFU0BTlJhDSoIWNzTzlFfmfm5f3z/4A0s8aMai5QmFm8/6kAptjDDz/8zjvvIDmGF1Mv3Q/eSmXuuOOOSDRhjmJZuj169PBTSJ8FxhZk/to/NoPQhSV2Ql0pTNW7777b8bTWeDovL0+VTLCvhWYQO6FCGsJUgwcP9nZgq2c6kQgESheB8mBZTyzimWjV0PPy/tn00jjM86GckEBgzghUeI2FFlhw1SUXX3Wpug2WXLyaS8Ml6y1Vu1ZxVkz8RlgL8zGPPI2LwaRaoj6spcx+lYl9veJPmjRJmsmFdFUUO8Gvt9xyC4qVL/507bXX4mDvAhjUg2tG0kqJWuhZqEMtP73OpMiNBqXlhAQCZYFAebCst8lBgwbZ/Y5KmgMb1psiByL9jG8gUNkRWKFendsO3/22w3a/7fA9qrsctvtBm6y7QM1/7Omil/Wiiy5Cln1m/UlcfvnleXn/1BJCuOqqq4SFs+qiUN5ZkKI7RBBCNEKl22+/XTyDvZ7UBDaOOeYY5Oqlv0uXLq6dlJ99RaG8nrRv314ARiYOFjf2FuBpQ+hFTkggUBYIlAfLNmvWbMUVVxQhbN68ufBm06ZNWZ22tWhPWUwp2gwEyh8BpLJ8vTrL11ts1ldi/sv8Gslyi9epV2vhvBp5c1wFUX1+pEAXkahfv36qIkFSOvsi0fQYIadWrVr0hfQRZ17e/zpCn97gFVGglk9q1qzplSe3iA9NWWgtn2b8DARKEYHyYFn7uHv37hdeeCGuNfQ111yTRfniiy86JH6GBAKBQCAQCAQCVRWB8mDZvLw8/CraI8hz9913i+ecffbZyy+/fFXFNOYVCAQClROBGHUgUPoIlAfLzpgx47PPPrvsssuQa+fOnb2veAshbxT4n9oo/flFi4FAIBAIBAKBwPxDoDxY9pNPPtlrr71uv/32Rx999JZbbnnqqafuv//+5557Lv59OvNv3aPnQCAQCARKA4FoY04IlAfLDhw4cMMNNxw0aFD//v3XXXfdESNG9OvXTxh52WWXndPwojwQCAQCgUAgEKjECJQ5y86cOfPnn39Grg0aNFhkkUWmT5/+559/brnllnj3oYceqsTIxdADgUAgEAgEAoE5IVCQZedUo4TlfFb8Om7cuMmTJzdq1Oj3339/5513/v777y+//NK3hI2FeiAQCAQCgUAgUJkQKHOWBcb2228/ceLE4cOH165de5999mnZsuX6668/atSoQv+tgfRDAoFAIBAIBAKBqoFAebBsw4YNL7300vSvaOnQoUPbtm0PPPDAO+64o3nz5lUDxBoxjUAgEAgEAoFAoDAEyoNlP/vss/fff79evXoGsNxyy7Vv375r165vvvnma6+9JickEAgEAoFAIBCoqgiUB8t++eWXL7300pQpUzIQZ86cOWzYsPinnzJAqmEiphwIBAKBQHVAoGxZdsiQIb17937xxRdHjBjRp08fUeIkAsgvvPDCMsssUx0gjjkGAoFAIBAIVFsEypZlP/3003vvvVdkeOTIkffffz+iTfLyyy8feuihxxxzTLXFPSYeCJQcgagRCAQClQ+BsmXZ3XbbrWfPnqeccsoWW2xx22233fXfPw5ut27dGjZsWPkAixEHAoFAIBAIBALFRqBsWbZevXqrrbbaiSee2KtXr8aNG6/+3z/8mvs/Hlns0YZiIBAIBAIlQSB0A4H5jUAZsuz48ePfe++9KVOmTJo0ScT43QJ/P/300/yefvQfCAQCgUAgEAiUIQJlyLIDBw7cb7/9fvnlF1x7WGF/L730UhnOLJoOBAKBQCAQKDkCUaN0EShDlt166629v9avX3+zzTbrW9hf/FspSncto7VAIBAIBAKBioZAGbLsiiuuuOuuu9aqVWuJJZbYdNNNce3m//2T3nTTTZdeeumKBkeMpwojMHPmzDS7LJF+ls43759mZtaYoZOQ4iLwD2Yz/vnEfwKByo1AUaMvQ5bNuv32228vuOCCTz/9NMt54oknWrdu/euvv2Y5kQgEikCgVHgxL28WE9aokZf3b6LGf/8mTJgwatSoeetF7Zl5M2tqO6R4CMyctQzlcQX9d53jvwOB+YBAeWxx769Dhw5dbrnlsvlxZF988cVHHnkky4nEHBEYN27c22+/PXXq1EIVqN4/AAAQAElEQVQ1Z8yY8cYbbzBoCi2di8zBgwf36NFjLioWs8r777//1FNPmc60adNef/11syuiotkNHz7866+/RmVFqM2xSHcfffTRL7/8ktvOn3/+2atXr379+ullji3MTmHi5Cl3vfVpn7c/6fPWxyHFQ+CT10d88294YXawRn4gUPkRKHOWdZ19+eWX66yzTu7/ZvtKK6207rrr5nq3FQ3JeRmPKU+aNOnGG2/ceeedPU5fdtllRVNIbl/q+pm+EplMnz79ySefPOWUU/74448sMzcxfvz4li1bPvfcc7mZc5HOun7nnXfuvffe1EKWmX4W+s10JEihOlkmBWz37LPP/v3332nkAwcOzErzJSj//vvvV1111U033YQm85WW6Ofo0aOFVXr37p2XN8uPmlWZCfjCCy/suOOOCyywwKyMufn8OvmvW1/78NZXP7z1tcEhxUTg5eFj/rcMc4N61AkEKgECZc6yeXl5K6+88ogRI3788UdUkeS777774IMP6tSpUwkQKvkQTblr167Ida211tp+++0feuih++67r+hmEElSUDcl8n1r1qy55ZZbnn766YsuumhWlNWSs+SSS55xxhkevHMz5ecTpSRfZu7PbAC5jl3KLLpi1ghlUlC5YE7qon79+meeeWaTJk1SC7lqKa01W+Wwww475JBDFlpooZSZvqlK8b/Mu2OOOebAAw/MqmiH4dKhQ4dsAFlRSlBIiaK/fLIp06eTqdNnhBQHgSnTpk+bGY+yRW+rKK0KCJQ5ywKJS/fDDz/wtK699tqePXuin3322cfdevjhhyutkiLW6jbne5nsa6+9dsABB6Rp/vXXX3y4p59+mmP6xRdfTJs2TT6yEVQfNmyYL2eU6y8xefLkdL9PnDiRz4cJILbKKqugW1W4dJ9//rlGBgwYIMEjXHDBBRs2bFivXj2cREFQVL9PPPHEM888o0FdyNSgt/BXX31Vvi4sisxc+e2331555RXNCuemKqlURQ7f888/n4qm5PwPPyQFvubAgQM1njpV3UxTURqqcer03XffNZ2Un32NvEGDBunfUmIi3EoD5knTf/PNN7VMk5fJVmNJGIlhP/7440p9Kf/8889qiZZDVc6gQYOyLigz79KwdQ3tRRZZpFGjRrVr19YmMWBBeFgJGpsgfZnUtGb6qpivaLb25YcEAoFAIDAXCJQHy6666qr4tXHjxu5EwTq3/DbbbHPnnXfKmYsRV4oq6HDIkCGjR492cS+++OKrr756GrYYbLt27QSTu3XrJvyL0ijgIY6an1dccYWit956S/qbb75JfIlijzvuOMSGLU466SR0Kx6AO48//niNAPacc87BJdo/9NBD6UggS34tB/Hmm2/u2LHjCSecgK50hPm0L2R6yy23XHjhhYiKciZ4XVMnnnjiDTfcoLousiKP6G3atLnmmmtUb9269d13342EslIJL6ZsposuuogTb0hHHXWUZ049KsJ8hq1u9+7djeT666+fMGGC/EyMqkWLFlhfDoI0C2MwPLMzcYM0X8z3wAMPPProo/rV122z/sCl5a+++srTw3nnnadl85JjFpoiyNJoL774YjM69thjMTe+FHlGn0p/+uknLZx88skau+SSS+BpzPJBff7551MDYBqDUvkh1RMBW44FZtdVz+nHrOcdgfJgWe6XSKZ785577nFRCp/y8Lbbbrt5H32FbQHZ8E257FdffbV3xzROTtiVV16JRfr06YNut91227vuuosjpdSXM4cM7rjjDshgZewiHyvwbr1qL7XUUkjLgUe9GkQn3hE1gvBQsrqUldKRuP322wcPHownlCInLuCtt96K2/iFekQ8vuruu+++lDPB0BZILV8jGTlyZCpSi1++4YYbGrYiDCQgMXz48FSafRHkwgsvjEr79u27++67Ux4zZoy6rIqmTZuqaDDt27c3tmQTZBUl8GgaubR22CVYmb4R4nVGg3yCa33TSAAlX0x+gw02WHvttXVnUqpcfvnl999/PycVdOwJCftN79rJXFhmje74qaqIOqgLjcUWW6xt27baVwRJ1MtGkd+sWTNoyy8TiUaLRIAlxHTbdNNN2eWOkoVL6pbe68lGG220ww47WCnrlfLzfZlZTtljjz1mTVMRI5VBtvHGGztlTKi0o7LSSZMm2fkuK2aiFy5VFOmLqfr999/7GRIIzAUCZc6ytqlh2dxjZ/3ZrP6bn/f++++L9SmqkoIC+YJbbLEFusUxL7/8MhwEJ1GdiLHjzfH67LPPPvnkE5QJAVe8x8L11ltvhRVW8Ha45pprIgBVxo0bN2rUqMw5o0m8amtEFzTJnnvuKeIqP4kbx6XgpnABLb/88musscZee+0ljopvxEsbNmzo6sFAyy23XO7/8qC+eHJyWAbG4P469dRTU4MGYNXYAS6g6667jv8tR7g7lWbfJZZYgl+o/RVXXNFcTI0aJ0Cn7izjNJiddtoJKbI/sloFE7Vq1TrooIPWX399IWKD1wjnMlMzTg0uu+yy4AUO7vRQDT3EzOHmRrMVXJ0gAqwv/IGja3CZVGpHI+5r+9BDL84GhWGfffbZ7nTdJR2ErchcOMe87XTnpqL4lhsCnTp18tZgO9kMnTt3Zt7p2tpZOMaTfSLfwrGr5OeKPcOe22OPPURxbF1FFt3GsEXle8FhmQlysLEUsVx9yQcffCCSxMDVxTnnnKMK+08VrwyImUJIIDAXCJQ5y9rBbi4hQf4NN45p6YFWmpviDW8uRlxZqmAI/hZPFMHgVEQlCOz04gbRJ8Lzw39eW82Iu08kiHfKvffeGymyRbApdzBfaF1olzI1ygVFqV4yv40C3nK/uDK82vIRXUDAd3egeaVJcDObnab1SjnZ18ilOeLGTNxZbj33jszZianp0Q3FIdYmkkuaGBGRF5+xCg4m5QgR8y9FR5gjWraRmjRpwiU1PNwph6BMMxUGkE61JJL4qci8zCKDkSZU+d9JJ/vWqaL/jF42wYqcOO2007yLd+jQgdHJTpKoUaOGIMTHH3+MPsUq5O+8885i+wzH3IkwJR09gY30r76x+S26tyr57LOOHTvi2oMPPhhDM6Gyig7OaqutJvbTqlUrG16buJytdu6552b7JFOORCBQTATKnGWNw5Obq/+mm27q0qULx8JtKPjjxnevKa3aItjFqnD1Iyfv0868CJgorrCqr8g5R6ogAptvvjnXkGeGZbfaaiuOWq6Oex+B4YnczCyN1bh6nGbEKdP9gqdxG+Zz0WyyySaCuijKkHr37k0hCYIxNprpp2/2/3prhCpy6Qw4ifgzVqOTK4Yk2JtymAhC3JaYj6jNLERsVN6qhXmT2tx9NehRn6PpCtaCaYoNuBBFdw2PdyuTAMGU7T3pgrLQQguZL9/FxZpK+eiw+s9//pN+xrciICC6YxGNxHotsMACq6yyijTTjRGZDCz7Fvu6XgR7FWXCMOWn7r///mrJtIF9mbm+6dpRcZtttrFt7EmZSSizvQTeUHjaHrxnu0s6KcQ3EJgLBMqcZd1c/IMtt9xyt912W3fddXkzG2+88ZFHHikk+NBDD83FiCt4FfPlu5vghx9+yJ8TMuXR4pUVVlhBABkP+SlU7tgLnDLJ6RScEX464ogjRK5c/e4CoOXqcA032mgjxjgyI15StZMpMLrPOOMM7p0ncEz87rvvel/kvGKdr776itX/559/oijkpDSrZTwcaDeOO4V1z0VApanUIzGa14jbTQ7TXlTN9SSdK8yISy+91FpzArzdipO7ztySpowUk2fZq1cvjmy6K3PrligtFi0Cf/zxx5sptI0cU5qLIaHwNm3apNbcjJ6rPYRbAlcwk0XvqUgtd7dosGhk//79/RQ2MEGjhVLSiW+FQsCTx+eff85SNyr2nCAEmpQmgkZWMN85YuTZAEpzRUWBJYSdMln8GrFz0k9fYWQ5Lisur42Ep0855ZSCBiXNyiYx3vmJQJmzrEtQBEY00ha3rVmdwn0uRPlezubn1Mumb/NyuXu23GWXXZzzrbfemoEsMMU3dYOjxmeffda9IFCMPl3x2M5A0Jh7XyKJRrw8QUwp08RP+d4jtSzNMRXvdem4a1DgI488IpNC1ggnjzdMR4+4093RunVr1bm5L7zwAvJz1+BCgV+1MhHGZ/sLsjEIfPm7nGalXj2Z9nxfb72GzTzyQJt7N9EhlA2Dr6w7Vx4WZCuo683MFSnTYAz1kksu8TRL03x5JBIkG3lKZ/cgHY24+OSn8euIA8op8eRmMIZ62223oVK9szxEDly4WoO5urxbFoNggNc7L8rGoLpONaXBw2f9tWvXztJst912OJtNI58YdjYGTaUxqBsyXxBgonkmZ6R6byo4ANujYObscixuVpQq5ubYTozg4cOHOyZsStatu8tRYiV74Hd3ZXUjEQgUH4EyZ1lDcTa4d/auLesqRDlt27b1auJqU1r1hB3NFvZ6xCPkUHoHwj3pMKMxXqbAprA5um3fvj0ycL9jX2QACiThS7wP4SfckMUwt99+ez/Ridthn3320ayr58EHH5QQH1PFBbHDDjtIuB20//jjjxtA+ib3kfc2cODAhx9+GP28+OKLSZl+EiPR4NNPP+0tCi96M/bulYoQM6I1F82yDLgU+D4VZV/sdfHFF+vunnvu4SNmi4sOTVmEXON8UC/0xq9Ws2bNjj32WEPFebzMpI/POL4JCjqmrC+ZqA50BxxwgAS/3LySCOjtvPPOaFvkQM5TTz0lQCIzzRd0zB1dm6/xs3j0deqpp6b2NatxIWWTMmwbMk2KDl+cu28ABEMDFqNLh5Q/AuIrV1xxxbhx4zp37uykGID9I2iRnRQml8Nl9yoqWmwe7yBMwKQmKqMRy51+5n5dVraTiBQDzmNwv379bC1xmlydSFdxBEpveuXBsrwfzIp7DNtRQQmsQtt3zz33lFP1xJnnNYo74QM8wTFKc3SkXRBu7V133XW//fZDvS56RQ6/HP6ltLq+RIJzyX1U6ifxrOsJKvlYSgUGcC2OScBSEJOXKUFwHlIxAIyCyejL9KXcvHlzyDPb5eQTw2O540V+J8rhbWcKHD5zMWw2E2c6y88SGjdrnfKe0Xluvp8maLQSWb6hctP16Oo0U7NT5MqTzqCQ6adMajxRr7x6UdG8iAb1JTCgoii6HO4OK0Sm6cskZqFr81XLT2CC1FykiWZFiU3KsFWxQDLpmKOf0gR6DA6DlA4pZwS8rQjMvPfee64LDmXq3eb0UJI4z2MBu9CGse6ptNBvWllWvpuHk0oH13JYl1tuOZEPP3NFpM2bi91lO3mj9cJFzZ5RN1ct0oFAMREoD5Z1T3Gb3IPGxL3weufBQ0Qxu8jkVwfBENk007HPfhadKKbyHNUyhSxRdL/FLzU1gmVVmbvG566W7grKXDdlCgVbi5z5iECnTp369u2L7YQcunXrJpbjiZ05xT4TCxHFPfbYY59//vnevXuzPn2ZYr/8P/9mJAAAEABJREFU8osBe+DwlOCeoY9Nr7/+eu9TbqGmTZsywnC29xTvF4IobDj6uSKE47FGy0wrdrBYEUb35oVoc9UiHQgUE4EyZ1lXnsdFER5xvJYtWx500EFnnXWWcOXEiROLOcRSUqtYzZToQi+m8hzVMoUsUVqgrLvuuu615KrOXeNzUWt2VWaXX1qTLbSdvBr//J+PDR9SHARglUevUDT/m4k7V1999SeeeMKTShJkKXrvWUEUB0eKAKNhcSM1rDs7z1f6888/p6OIcT948GB1v//+e4GNbt26CV3g42HDht1666077bQT5UwM5/3333/33Xc9xPAN5F977bUeUNq0aXP66ac3aNBATkggUFIEypxlbfoRI0YcddRRzEn2IMsR4wrIHHfccU5ISYcb+oFAxURg0YUXaLbmqtuTtVbdPqQYCIBr7eWXrjFzZhELesMNN6DDXElUJ3rssVy+l36+aWqBEf/xxx8nj9MzgTgzhUy8W1Fr1KjRzTffLPO111479NBDPRnIzMRlJaqMkrMw8kYbbfT666+/88476Z8JyDQjEQgUH4EyZ1lDEdIRgbG5ubN2MBuTFTlw4MAHHnhAaUjFRSBGVmwEllmsduc9tum857YhxUZgm303XGtWBKDYKJdEkWNaEvV/dVdbbTWvWv/+iP8KBEoDgfJg2R9//HGDDTbYbrvtllpqKUGb5ZZbbpdddvGs8tVXX6UpzN15SHXjGwhUBARq5uUtWWfRJWrXCikmAkvWXrTOwguJG5fR8nFMy6jlaDYQKBECZc6yGHSHHXYYM2bMF198IW1wvvhVPCe9psiJ8wCEkKqBQMwiEAgEAoFcBMqcZTFoo0aNFlxwwUsvvVSsuFevXj169Dj55JPlTJo0yU/yww8/5I4p0oFAIBAIBAKBQNVAoMxZFkwjR44cNWrU66+/fvnll1922WVdu3YdMmRIzZo1r776aj/J119/TS0kEAgEqiUCMelAoCojUOYsKz7sCVZ8ePjw4Z999tmnn37qO2LECAFk6SSbbLJJVcY45hYIBAKBQCBQXREoc5YFrOBw7dq1F1544QUWWIALu8B//2rVqiWfyKQWEggEAoFAIFAsBEKp8iBQ5izrXfavv/565plnvMt27NixU6dOHf/79/bbbyeg+LspEd9AIBAIBAKBQKAqIVDmLAusjz/+uH379oMGDRIl7jXrf/tswIABnml5sUoJJvYNCQQCgUAgEAgEygiB+dVsebDsiy++2LRp0/79+1988cUNGjTo06fPc889N3To0OnTp8+vaUe/gUAgEAgEAoFAOSBQHiw7ZcqUFVdccbHFFvMQO23atMmTJ6+88sr77rvvfffdVw4zjC4CgUAgEAgEAoH5hUB5sOzqq68+ZsyYiRMncmT5r5zawYMHf/755wsvvPA8TTsqBwKBQCAQCAQCFRuB8mDZrbfeetKkSR5l69Sp06JFi/POO8931KhRhx56aMUGJ0YXCAQCgUAgEAjMEwLlwbJ82ccffzz9+xTPOeecHj16nHLKKR988EGTJk3maexRueQIRI1AIBAIBAKB8kSgDFnWc+zrr7/+2muv5f4/6nia3X333bfYYguubW5+ec45+goEAoFAIBAIBMoHgTJk2a+++qpDhw7Dhg0r+P+o45n26KOPRrTlM8noJRCYBwSiaiAQCAQCc49AGbLs8OHDjWufffbxzSf77rtv/fr1n3zyyXz58TMQCAQCgUAgEKhKCJQhy06YMKFu3bpCxAXxWmSRRdZbb73Ro0cXLIqcQCAQqPQIxAQCgUDgvwiUIcuiWEQ7efLk//b1v//+888/hYsp/C8rUoFAIBAIBAKBQJVDoAxZdu21154xY0a3bt1+/fXXXNwmTZrUu3fvUaNG7bDDDrn5kQ4EAoFAoNoiEBOvqgiUIcuutdZaJ510Uq9evXbaaacLL7zw4YcffuKJJ6699tqDDjqoY8eOhx566I477lgBYZ0yZcpLL72UHpULHd7MmTPffffd9957jw1RqEJZZxrAoEGD9t5770LjBMXs/dNPP33llVeKqVx8tT/++IMJNS8DK2ZfQOjRo8fLL79cTP2yVsurkTeri5mzvvEJBCoFArFdy2OZypBlF1pooZYtWz700EOeZm+++ebjjjvuiCOOuOSSS4YOHXrWWWfdeeedXmfLY4qz6WP69Olo5uycvxtvvPHvv/9OrvYLL7wwOxKV369fP/OiPJu2SycbkegCbt6wc1ucOHHi/fffv912280LgMZfFv+Gy/Hjx59zzjlffvll7oDLIj116tS2bdvedtttc9H4Tz/9lC++MheN5Ksys4blmjnzX67NVxg/A4GKhcCs7VqxhjRXo6kclcqQZRMAHFZk9uqrryKGPn36PPnkk+++++4FF1yw4IILJoX59cWyPCFkM2bMmHGz/r7//nuZ82s8hfa7wAILNG3aNN8/p+21u0GDBkcddZTSQmuVKBM5lEi/sitPmzatSZMmLVq0KN2JINi/pk77c+rUP6eEBAIVHoFZe3Xq9JmlewqitUIRKHOW1Sundv31199rr70OPPDAbbfddplllpE53yWxCw7jVd97770cu8svvzz7H+NLw0O633zzDb+WcfDxxx9PnTo15afvn3/++eyzzzIgfvvtt5Tjy9P94osv6Kf81IsI6ltvvaW1Dz/88M033/STx8zaoIbppVVMovrgwYPlf/bZZ3l5eWyRLbbYYo899kilvih22LBhjRs31mlqXKb0M888gz8++eSTp556auzYsTILCgWd0vzhhx+yUr1o58cffxQnf/rpp3OLMh2Jb7/9dsCAAS+++KKYsJ8CzgMHDpQgqqv7wQcfSCeR491da4aacnyfe+45Pi5nF57S0JNJuObvv/8+//L5558HnRyiFz/N5fPPP4ebnCSWQF+vvfba77//nnJ8AQixTE1Tpik/iR5VMXgJyMP/r7/+Mh1VMqB++eUXCyHnq6++SrV8rYXxm4XqKsopQsb/MbnL069f/NTrviGBQAVHwEa9+OlBr335dRFbOopKC4HyYNnij7U8NbGL7nK/fuYTz5/bbLPNYYcddswxx3gHveWWW7zaJh0siPzEwD0zn3rqqa5p+a77iy66aNddd6UvXyLd4zjs0ksvReeqeKtGKptssokGqXGquPs///yz6nji9NNP33333eXvvPPO0jLvuOMOrr8EQRVbbrnl4YcfzpH12u2RWyYZPXr0CSeccOWVV+rx6KOPZspkFKg0icbbtGmj0yOPPLJZs2b4I+X7vvPOO1ozEnUZQzhMZq588MEHyF6nXtONDf3cc889IsNJR1j7zDPPvOaaa9JP3wceeGD77bfX2g477NC9e3c5eFfFc88994ADDoAn3I4//njGgSJ8bILt27c3r9NOO02OAZiCn1rYZZddvDLIJOhTs8bJXDMLjCuTiEa0atUqCwIzBa6//nr5BG2rYtgGv9tuuzF9LMSECRO8uxuPKIuB0YHbIYccIqd58+bdunVLLffv39/4VVTdyLVWhPwxZepzQ0aS578YFRIIVHQEhow0wlHj/98/l1rE9p6LIier0Fqzyy9UuWpkVl+WTYv90UcfnXfeea541yi3Kd+irrnmmj179nSJI1GscPfdd0snHd6Su969f/vtt/N1sBrueeyxx3r16uUex5rcNTkYRUcYjmbnzp0fffRRPtOGG26oO9ym2ccffxzp6kWznnt79+7dtWvX7777Do1xuWRibt6eBEfwsssuW3fddT/55JMRI0YcfPDB559/vrqKtK8Kr4uYEVPAg6V+FSWR5hcK2mvh66+/bteuHY82FfEpMRY60b7ZbbTRRgaDh1Kpr7pmgd1VfO+995CcHL5dGhUFIs37lEhiGH379tUabvYkP3LkSNYMFkSf+++/v/xbb73VeOjQ52EPHDiwbt26BuBp3EQgsOSSS+pr9OjRrVu3vuqqq9ChOQINOzI1eNJi5oahOkGKGoe2NDGjNBj5rIc11lgDYhpnuCy11FLGtvzyy5sO8E1csyyPhg0batMaeQUHkcXVDjPi2GOP9Y5g2MwjOSGBQDVEwBkROkpnKnf6zGsXhfObm5ml3UKuBZa0Y5gy04F1dajlm36movSV47pTmtuma1AUyhiSTmX8Vl+Wde9bMDvAPiA2hLScXHEdr7baaiKcuNM+s/y2TlLgqvJKa9asyRPdeuutH374YUV8Pl4Rd03jG2+8sUtcnBnjpip8MppLL7304osvjiMFJ++9995hw4Yp5ezaRggbifKoFllkEfTQo0cPRZm8/fbbPGP+9IorroiEUM7CCy981113ZQroQaerrroq31qnzkBWJNGzZ8/VV1+dz1enTh0j5ybKJDw5fGNION4rdb169dAbIlSUxFzWWWcdkWSzw1J8PjmpaHZfvLjVVlsttthiKNaTN8MiaQoMMGgMgIGy+eab6zdR49prr33iiSfWr1/f9NkN4uqshEaNGhnM2WefbWz8S8cPAWPBzTbbzLrIMf3U7OzGYxaW9aSTTlphhRWWWGKJK664QqepSvYVOtYyLqfjnRv46623HnuCAupF8wYDNwEGOSGBQHVDAPM5AuJqXbp0yZ07mnQrMkOHDBmSm5/SQn1Ca24bp4/pjCblu+LEmZzoli1b+mbXgiKiI7elKJRzysdgK8skd911l6Z+z3khklm5pPqybFonVzbeEst1rTdp0iRlZl9PpCKxFp4DhOTsg6wIAXg09bNWrVpec3k87C9XNsLAkfIJV9gXzfgSj9O+hFWIVOyzBx98kEsnR8tIkS+13HLLpZ++uYKNcJKWPXInUkF4OF6VTG3llVdO6ZVWWom+8aSfvvY3hxLTIBI/CZ72JZw89gFmNUeDoSZIi/AUZeKcJP8byXnXzPJnl2AHpCIeqsY5mumnwaeEKfznP/+BQxqkgWUTT6ZMpgleylrAhQ4enk4tZBNJPwv9mgsm5p3nlmqNZDlDhw7F4htssEHKMRImhSC2n1dffbVhMFnM2kUjJyQQqG4IOHesf29ngnOuqWz6GNH15VZk+meZKYFTO3XqJAK05557ehpztbKJ1fVec8opp7i19tlnHxemNE8jVfF1G/A6mODCXUJ6eFqmG5jpL5bmkPpZSaW6s2zRyyac69plsrGnBJYLVcYiCHKZZZZxdyMnXmliDsqJAldZZRXpXOEU2qAMNLuqT58+qQgfYI5ksmkqZWZfORTYj1mO3W/j2pRZThEJBgFTAEvRUcs3E761YXfs2NEchcSJgeUbc8OGDUVx77vvPjNln6a6mDslivjqEVHh2nw6xiDozVJRmltkmnKYCBTk+yYwTdP4MS7nko6iXDE7P3PB8VNdszDI3FtA5j9FM//3j1Zy/Q0ys4Q0wmvnvFJjdfHFHXJPCbmvzopCAoFqgoAHGjEkfIkd09FLh8iNsd1223mOKYiDE8fBFbrj6bZt27ZZs2avv/66WprihDBe3SE33P1IgKkAABAASURBVHCDc+dwZdUdPdTr0HlmwqlOuhzhQFE3hnLqOlOuXInqzrJog+WVhMNkK+SuH85zg8uUYLVlRZb82Wef5f/hUc+rbmEBZI6mgCePkBUmH4ugUiFcPJ1VTAlWmzbp6z01q0EdiTazEN966y1Uzcpj0CV9XwpcYTFYbdr0tqOgClY+7rjjlBZHxLG1qXFje+ONN7LG+ZRC5bxYc/QEIsRqeLkNyhQBFoLWe/PmzaHkvPFWaXolNRJHRcg9q2KoKFnQVRGW4mELqqdSyHjDNjsmqokvu+yylFNR9oUhkvNki/loimMbnrOKYlkDjGItK2L6IONUK7XDXkGQjvd1110nX8u69jUGiCl65ZVXDEBRslfkOOfed9krXqzpQIa57VFWpk5F7M2RiSC878CrGBIIVCsEnLULL7zQ6fOekk3cuRM9TpePb5afJVi37PI77rhDdQ9SomXHH3+8O1Zit912W3TRRZ1K8ba11lorNzDmVLoDv/nmG/eGO0esTi+NGzc+6qijXDhZ45UxUa1Z1qK6Uk8++eRjZv2df/75LlM7gKTds/feeyNLTMb4wkMsrLTGKnJeL7roIvW8j7K/PKPK3GOPPURIBJk9PLDjKDPZEKoGCS9NDvE6SF+/1DTiTpdJPH54uLUjmW96TFFKFdNgtKxI8NbL6BFHHIEmudeeP7WvLjEAX5I2pYrSmai76aabprGxQ00tFXnjdJCQH7PReIj4OQc9lfpqn0mh1GQVeWiRaQxmIbZsmk888QSvNOvUNBkWzoY4D7IUG3ecVCH4jCVrdi1m/TlyMo1T3TRHP7GsKvxmb7emee211+qRJqPE66mWgaxTdCjIrKIq2NfYMKVBQpXdLZMgyIsvvhiMhx56qPGAy7ygpB1nnjJrw5mnI+GnRjD0mWee6WlWddaDocrE3wwgOdVZYu7VDQGms1et3XfffYdZ/ypc5zQh4LA8/PDDLGlmd8rJ90WQl1122UcffeSoOndNmzZ1ABGn4+/8JmWtOZ4s3fTT1+3qVnAhO/LbbrutE4qVxdU4Hp5+UkyLWmWU6suybluLetNNN6Eftzbh7bGnRCaxnWvdDe4VkEXWvn171pxQKmVmmnz8ceutt/Kr3Nfe6m249MzpIVbaLtHaBRdc0L17d8+Z9hM+sF2UYiy7BENrlhr+oMMrxW3yGYwpHxeKt+BCmV4vUrgSH6CQ3r17t2vXzngM4KyzzqKg/UaNGqEE1f0kQjTMQM6fdCY67dmzJ5JLnWJWrSlV3Wi9nWhWwrkyO5SmKIl+kSsTBFBGKyGfu+m5GgJt2rTRplF16NBBvl5MwWQ7d+582mmniUIbv/wkIj+K9Mu/ZF6kAWvKZDFl0rEuuE1Fs/MmqkdNpSI+MRfW1KwIOtQpRlSkipF4X9eXfG9CCFU+0ZdXJfrGaY7sIZlqGaQcjG76rChFILWaBobjnX+2AoRpysSykFExJBCoDgika0oYSXzLPeYsmLVMwtF0DTosjpKf8vOJTIzoUYzljVyFf0X7XnjhBWrOmm8mLtLMtpaplO/h1DtrTF6vdS4iZ9/pc1l55aVTSaX6sqw19kjAYcpk5513tp8Q7WabbSbiYUWRjZDvvvvuy6ATsEW6to7d4HZWF4MiZl5OYgv6ikRCkIE28TQnVY58z4rsQcZa+ikHW2tzn332sVn5rwIjdqd8TWlQs5gSN8sxAA1KEBaAXatxFQ0Su6RaWlYFHdIhIqWMwdwdLJPINyp1jZ8Lq2WZWsDH0rxbjQDB3LNxUiByuK1KNUtZDgUe6v77789cxfHbb789i1W+EZoXI1dsWSlXG6Tyk8DWfOFpGGl28vGrZhVJJwE7t9s099tvP/NNLRinJQOUfBABCixASFWsiyOqRx6/3vWb8tXVgnZ0quuEiSlQlinuTU136B8sJqhf1WUSEzQXmVtuuSUdOSGBQEkQqKy6TrfHrEGDBglx8Q24EOI9XlvWWWcdBre3HtYnh1WRB1e+ivM4ffr0NFt1n3/+ecY0g5ixK5jn+IjMIWwX1C+//JLUfOW4WCQycVrdmd6w7r33XveD++3ll1++9NJL3S39+/fP1CpdovqybOkulb01jw3OXQupVvpmA8j3M8svNJFPOd/PVKXQzHxFBXXy5eDFLF6U6pbom681dQvmyJxvkjczL69GXt7MmTWmhwQCFRuBGTXyatSY6T+k8BOD8ATYuK1idQSPMklF19jiGFT4Sqag0WqrrUZNWIj9OmHChIkTJ2pu7NixCJLp7ysfGf/5558axKne3SZMmOBld8iQIZ9//jlrm36SvLx/B+MxaODAgeJSQtYIXmCJIf7r//8fdktVKss3WLayrFSlH6cAr9NY6acxuwn8c2cpc1OEBAIVH4EaNdiFNQr/S3EjESZPVx5QCG+S8+qRVTDpiCOOkEOOOeYY1CveIw7E973qqqs8x2pxvfXWE5ryWIOM5cgXIRO9w6nI1cuUZzWvcthXRfq5Mnz4cEFjOmussYaQ27fffvvss8+KP+s3V61ypYNlK9d6VeLRiplX6qNSNPS1F1ywacMVyRYNV24aEghUaARW2nzWXl1h8cUK3dV5/8Rk/vf/7UbHe5nnGIlMMLGXF/S56qqryvSaw+NcZpl//h313nGY1AK/n3zyyXfffXf22WeLGwsXe0USRvYiM3ToUC9QPXr0yBfcmjJlCk1POd6htOmJp1u3bgLX3qS80cqppBIsW0kXLoZdsRBYbvE6Nx266yzZ5eZDQwKBCo7AP3t1t/VWn90pQrS5RWjvggsuyM2hUKdOnXPPPZfnKl9A2GMtkebIbr755hdeeGGfPn26d+9+7LHHrrTSSvIXmfWvtMOjHnc5rGuttZbMXFERrXrN1Zp8AecjjzyyS5cup5566sor//uv3JFf6aSsWbbSARIDDgTmEoEFa9YMCQQqEQI180S2i7XbuapeWAuqyszL+7cRaWqZjjSalJmX969CKpIjX2n6me+LaClkmXmz/nfJZqecqVXwRLBsBV+gGF4gEAgEAoFAJUYgWLbiLV6MKBAIBAKBQKCqIBAsW1VWMuYRCAQCgUAgUPEQCJateGsSIyo5AlEjEAgEAoGKiUCwbMVclxhVIBAIBAKBQFVAIFi2KqxizCEQKDkCUSMQCATKA4Fg2fJAOfoIBAKBQCAQqJ4IBMtWz3WPWQcCgUDJEYgagUDJEQiWLTlmUSMQCAQCgUAgECgeAsGyxcMptAKBQCAQCARKjkDUCJaNPRAIBAKBQCAQCJQVAsGyZYVstBsIBAKBQCAQCJScZQOzQCAQCAQCgUAgECgeAsGyxcMptAKBQCAQCAQCgZIjECxbcsxKXiNqBAKBQCAQCFRPBIJlq+e6x6wDgUAgEAgEygOBYNnyQDn6KDkCUSMQCAQCgaqAQLBsVVjFmEMgEAgEAoFAxUQgWLZirkuMKhAoOQJRIxAIBCoeAsGyFW9NYkSBQCAQCAQCVQWBYNmqspIxj0AgECg5AlFjnhGYOc8tVPEGgmUr9wLPnFn1t3hlmaOVIJV7P8XoA4ESI5BX4599/89/Sly1elQIli3NdcYHv//++08//fTXX3+VZruFtTV+/Phhw4bl5eUVVlj6ebozKRMs/abn1OK0adN++eWXOWnNfblJWbJRo0ZJzHUr3/z62+439t3txvt3vbFvSCBQpREosMNvfuD6l979c+q0uT4+Vbti1WHZv//++93//n344Ye//vprtnLSDz/88NChQ7Oc0koggOeee+7111+XcEd/9tln55xzTsuWLe+///5PPvnk3nvvNap57Gvq1Kn33Xffk08+mdsOLr/wwgu7dOmSm1l26enTp5988smvvvpqXl6eaZZdR4W2/NFHH3Xo0KHQopJm/vbbb/369fv8889zK6Lws84665ZbbpkxY0ZufonS02bM+OH3yT+GBALVDYE/Jv30++Tf/p5a/jdDiU7ofFSuOiw7fPjwY3L+jjzyyLvvvvvPP/8E7o8//njttde+88470kVLSTcKcr3rrrsee+yxKVOmTJ069ZFHHhkxYoSul1hiiddee+2SSy6ZPHlyET3qLkkROnj60ksvveOOOzIdZIDamQ5du3ZVPcsvOlFMzULVZD7zzDPffPONLhCtbxFCuYjSIopyK+amR48eDcwiKha/CKHecMMNb7zxRm6VN998E6SIdoEFFsjNL2E6BRXAExIIVC8E/jkpJXy6yj3g/1TP+U8RRTlalSn5D8tWpvHOfqzcFJR24403YtOHHnpo+eWXb9u2LRdWjTXXXPOll146/PDDi1i/VORw0C++1KpV684777zssssWXXRRLPv111/vsccehxxyyL777nvCCSd88MEH9evXz1pLXWQ/JXSXJLcoN02nTp067733Xt++faUVkZo1a+6zzz69evVaZZVVVJdfHKGpbtGaFKgVrZOvVJV8ObNroaBmvoq5P2fXSK5OMRvMVVt11VUHDBgg2JDbzq677tqzZ8/lllsuNzPSgUAgUHYIFDzg2TktWJQ7jKTmshWU+vbbb3OLKmy66rAsiC1P7dq169Wr95///Of666/nU3bp0oU7O3HiRL4gZ9fa3H777U899RQflD4P5oEHHqBp5SwY3jrllFMEJ99++20eJAVvdfxFDN2uXbubbrpJO4LDyPu0005D5FoWSnVrv/zyy5MmTTr99NN5RdzZk2b9nXrqqap4y9SOio8//nibNm3OOOOM559/njVgAILAF1xwATLu3Lnzp59+qimavjhVzoknnsgX//77703qqquuEnxWKv3DDz88+OCD2hGafvTRRz0oyjd+vev6iSeeaN++vWa//PJLmYpyRb9c0nPPPdc0jWfChAmplBtnMIhcvvmOHTs25Rf6nTJlytNPP33++ecbYadOnQTJjTmfpgZ1xMQRZxbZ9n4MaoNnAMnk+kNIIzK5/jfffLOmqIEdLJoycmNgMKlu4TigMol8s6MvTVQH8sCBA6UVffzxx4IH8ESZzB2Zlvutt9666KKLzEvU/Y8//tA+JC2rUlWoMZI0cvHFF1vEtFgmKPIhVJAAsYjfffcd/ZBAIBCYFwTcPEsttdRK//0bNGiQ1ty0/fv3b9q0qey11lrr6quvdq/Kz8TduN9++2288cYHHXSQq8A14uDfdtttavFAMrWKnKhqLJthXbdu3b322su9iflcr7jQXc8LxFLuTXcoTRQl3uuNU+Lss8/GUpYNsSEJtdzClLt16+andbX24rT4QHqBBRawRTSCYGgSF/riiy++0EILcWr5r8RVjg5d2cbg3sciCy64oC113XXXDR06FCvjezwntuwVGTcYniFxf3XxxRdfGL/qiF/mPffcg7QkjAdh4BJbTVMoB8+ZnZ+33nqrLrRpeC+++CK1cePGqZKJodrBHTt2xLWLLLII/9tLpLFRAMh5551n+mwUnV500UWmJr9QAZe+RA7Md/DgwfiS+ZJPMzWIUOGJvQxKKvV5AAAQAElEQVRG1JcOTdHvPn36sITGjBmDVgUYmB2aUuQUKaKmd1WAJlRg4ilTvqlZL0spTWCLI73aSmPl1q1be5fXMv5mK1g+ZoqgAipdeOGFcTYLCcsCZ8iQIUqBfNxxx7GWLJZFP/bYY9XSlKVkgrBawG5BgWYw8kMCgUBgXhBw+px3x5k4yOutt57W3H4unF122aV3795e/NjQr776qvxMHMZNNtmEMc0idwPLl6bsxnZy/az4UqVYNh/cwoO4yvWd5eO5LbbYwrU7fvx4mYiNm9KiRQseD18W8bhn+TEbbLCBcIQ9QQepuL5lcmdHjhypBelrrrkGpS2zzDIUiCsbPyE/u0Es98pZf+53RcQNzpFyU6uIYr0Lrr766ostthhG9FOP3bt353pyCiljwYYNG6Ix/it7zdhkZnL//fd7oUQemuKCIwDOK75PCksvvbRMReSTTz7hE6f89DVTtHrmmWcavIrsSsbgV199pRQBMxXVlW+aNvGoUaPkFyp2tpHrwggNHleRXE1oaHDDDTc0Ow2iVa2Bjo4i1MgRV/Gwww4DMr7Xmp9AYM9CDuzPPvssr9c0DdWYGzdurG7R4sixb3r06KFHuAkbsIrU3WmnnfCrdpzqJk2aZI0gbPTvwV6pifjuueeeEnqnY5wSWlMRIC+88EIyRxSFBAKBwFwjsPbaa+8868/BXHLJJV0UrikXtXvJw40woYuIdZvbvvvTzcZ65uxyM9jrl19+uet3/fXXz1WryOmqzLIJ93z/SAsDqkGDBu53C8xxXHbWH3vqjTfecMu7qVdYYQVeFM5zEbttUSli5tPwh3bccUc+6FZbbYUGuF8yUxdcyZQo+NUCnxKp2xP0kYp9pq5RYTg3u90jTmIwXCheKYZbd9117Sput2dXfJza1IV7n/Nnq9mIBmOoGF0smq2QdNZYYw0v0OwAtMTT1VrKT18ONJfdk6Qe69Spg+S++eYb1GuEqoix606na6yxhjmqnmoV/NJhE4gTsGA22mgjoyL51MzOyFdeeWXDXmeddczo559/rjFLacstt1RLPng5oKxXgCtx5DjxIkKsoldeeUUONX15Lm3evLmfRQjouKTaIVr2JK9Hp5FPLLJtnCZoGPKzRlQx/QMPPNA4ZTJ6vAJYBezuJxFdMH5Ltvvuuxsq311mSCAQCMwLAgJXzG5ehNOnHcar8+608lJcRI5ho0aN+DyKMnFdu+Lwq9Cx29sTkjvE1eekZzoVPFGVWdb68UQ333zz3DVw1SIhLKtIgHHvvfd2C7tDOTr8M24Q4cTYCm7YtJDpqxFNiUZus802HMEjjjiCJySzaFHXHV1Qh//nijcY/pP4alKwzyRU8S0o2kEDCCypUUBCvpl+lpBZUPAxcvXia4ubIw/SF2EXXatgO0Z+8MEHGzk/j+NYUKFgg3KMmVCW9iWcWu6mmLB0ysSFKe1n7tT8lF+EaJnkU4OVTItYaEWWgQ3A6MlKUxq8KSdL5Gs2lcY3EAgESorAaqut5hbioghcuUXF0hxSD1gcBk2lg8Z/kOPkykkiyMzoP+SQQzp06ODYJhOfv8EJZkYnnQr+rZosa5HEGR599FGxCOHf3DVwe/JOlFpsC4Zc5fDkfPlMrWb9eaLbeuut00Wf1UVyamnQS61d8vnnn/uZlRaR8OCvqeQ1GhiHkrMozMt3vOKKK7xrCpWk6liQ/ySgjX7k4CFxbIkkCEPv2sn61QgTIXljSaeIL49ZKVPR7GbNstW+++7Lg5RZTDF4mt5iecyi67y9bOTyc8XhMcjkTBuwd1DeeTpFmRqXmp/qpKUc54fpI9NRJOaejBgHTJgh6YCRzQscayHn448/9iWQ4aryg1OPevfoy+lH4elhmw7Mc8FUBGp7QPtKNfjAAw9on7HsZ8WRGEkgUGUQ8I7jzdWb12OPPbbpppt6HXPiHF5nP5ujS8YZz70rHGSOgVocG+8+bmmxxkceecR7kPdd3nBWt8ImqhTLumQHDBgAekRoSdzCXFL0mQ/9zTbbzKV/3nnnuWcFcpVuv/32QojeBoQjiITIhvVWlAmFO++889RTT7XSHuTdy8yurLSIhDCm9rt06cJn9Sh78sknC97iPCFN4/QiuP/++6fq9hxf09Vv/9lJaMzbZCrytfPEV1GIr6Y8A3vr3W677XbYYQelcxQ9Usbr3j5BhCb1DrF80yyiHQNQiqcFcAyAqSHsLKegAMdBAqNZnHPOOXBWK58aA1Yo/s0338T6vXv3pibq63mVT3nAAQc4aVZQUEEYOYsgGcDpp58ucHTBBRfA8/jjj9eIZuU7ciITqls+sV9vzMLy2jeATp06KQUyYLPJ2hUi0pYg9e6Zh44xsFo0GBIIBAJlhIBbjpm+4YYbOn3CV5wQ0WDXWurO0xKfJ6Xzfb3+uEsbNmzo/nSxH3XUUdzZCRMmZIc6n37F+Vl1WJYbJIDQtWvX1q1bC8Nybh588EGGD6ytq+VMN7KfXEZ3K5+Sw7rEEkvIseoiqNRYW+5x93XKl6OWLx23vxd7T4naFze++OKLPWG637XMMZIgdFCvBGGjSatYv359yptssgkOwG0eIbw04F13+v333+8lHwF460292Dooll9lJCInu+22mxa0n5qyNb1Zcr/at2+PFfbbb7/77rsPIdlnxqlHykRTWMRXOhNj69u3r6dlDGQK+Ju+WoaqBbNImmqpKzP91HISmvJlCpubyD333HPRRRcZnsiPKvJzRcu77LKL5WCUcD2F4pPDTdNc9KVNaY/EihhD7ImXXnqJxWrW2rEcbFXBpXbt2iFsfaWuFZ1xxhngYh8888wzCJU3rC/58ATIc889x4jx5MNNVwXFomr5Ivy2h6CTeekXAUsYvCInHFsDnA4+1pQida2aNIGbn6kXP2cvM2f9aylmfWavFCVlj0D0UL4I/LPx5/wvTXPkneUkjrb41rbbbus2ED164YUX3MaKXAWI89BDDy04ASeUb8MJcTyVuo7UldBsypGusFKzwo6spAMTGRZ5SCJcydNCtKkRMQe8KFBsSeRYlbZt23LjzjrrLD+JHORBB4HhNpFY/m7K9AwpqkyHNG3a1D2uCy++3iaxhcsXr+NFLIir+F5uefe4upwwbO1yVxGtctc0bjNhXJ60TM60cRKXu675hYanTTSPy4VM+Xb8LZrGgCAlCJIWdTEGkVjGhAHoi3haxlIUyGKLLTZ+/HjvGdK5gl24znpUnT+KAvEHBbFWlC9B+H8iq77SRMtEL0beqlUrOUZIWSO64BkLHhx00EHy8wlaNX5TBqboUCo98sgjrYsTok05gDLI999/32QdsNx2QA09a8EaQLqfffYZfWLAuBNze5ihAxmzkK9BTY0cOVJTTz75JNKVaah8btaxJ1i0zU+1RmwvpgaoVbElWC2iFCNGjNCOxtWiI9PjvTThhauerC4/ZycL1lxgmXq1l6276NJ1QgKB6oTAYosus1idxWotnFekhekIu+LcAEcffbRzx5HlcjhNLl4XrLcnRe5M72icB/m54pgzqR9++GHH0K3O8HUtOKTS6YLNVa6A6arDssUBNy/vfxshL+9/6eLUnTudvLw59+LGT43n5f2rnJf3byLl++bl5c+ROb8kL2+eBpOX9/+q5836K2IuyrPSlE7fLDM3UUTR7NQKrZItSm6tItLItePu23TcY+tOe24TEghUMgTmZdPusXXHPbbZa/01Fy7yX1DK7BapYhl7pBNK9GiFXB0oNjRvgdvDrhXT4iqwhuVnIpj8ySef8Gq23HJLmZ6fGPdCUEsuuaRgmMCkzAou1YtlK+ZiFHrLV8yhFnNUTosIeTGVK6ZaSRdl0YUX3HaNVbZdY9VZX4mQQKCaIPDPnl9ruSUXqFkUmwgRbbfddthUDM+LFTdUKCudfUR70kknyce+fNmUmX2p8XR5wFkOqvZopcqqq66aZVbkRFG4VORxx9gqMgLitHvttVdFHmGMLRAIBCoFAuzd+vXre2aqaKMt/niCZYuPVWgGAoFAIBAIBAIlQyBYtmR4hXYgEAgEAoFAIFB8BIJl/4tV/HcgEAgEAoFAIFDaCATLljai0V4gEAgEAoFAIPBfBIJl/4tE/HfJEYgaGQL16tXL0pEIBAKBQCBDIFg2gyISgcDcI9C6deu5rxw1A4FAoOoiECxbddc2ZlaOCGy88cbF6y20AoFAoHohECxbvdY7ZhsIBAKBQCBQnggEy5Yn2tFXIBAIlByBqBEIVGYEgmUr8+rF2AOBQCAQCAQqNgLBshV7fWJ0gUAgEAiUHIGoUXEQCJatOGsRIwkEAoFAIBCoaggEy1a1FY35BAKBQCAQCJQcgbKqESxbVshGu4FAIBAIBAKBQLBs7IFAIBAIBAKBQKCsEKjKLFtWmEW7gUAgEAgEAoFA8RAIli0eTqEVCAQCgUAgEAiUHIFg2ZJjVpVrxNwCgUAgEAgEShOBYNnSRDPaCgQCgUAgEAgEchEIls1FI9KBQMkRiBqBQCAQCMwegWDZ2WMTJYFAIBAIBAKBwLwhECw7b/hF7UCgeAjMnDmzeIrVQmvuJhkYzh1uUWv+IhAsO3/xj96rBQLoIS8vz7dazLYMJgk6AsMyaDuaDAT+RcAe+zdVqv8VLFuqcEZjVRqBKVOmfPTRR6+++uo777wzbty4fHP95Zdf3n777ddeey236PXXX7///vunTZtGeR5JYvLkyW+99dbgwYM1lWTGjBnffvvtG2+8odMhQ4ZQSPnZ15BUeffdd3OLHnjggdtvvz3TKaPEzz///Omnn8JK7xMmTMh6GT9+vBz5H3zwwaRJk7L8lJg4cWIq/frrr1OO74cffnjXXXf99ddf0qUrP/zwg2GkweRC9N1331lK+R9//LFFz9epWm+++SbYf/zxx1RkfZ944olnn33WiqScefzqwpqO++8e0+zo0aMHDRpkOw0dOvTvv//ObR83fP/994YEulxIH3rooccee0zdXOW5S3/55ZfGA5Akv/32W2pn+vTpw4cPNypo0DGSlJ++f/75JwBVHDFiRFZkZW+++eYMuqQ5j18d2f/wIdpPUza20aNHG5gxDxs2LN86+uko0f/qq68sXxqAuXTp0qXUd1qwbII3voHAHBBwaLt163bIIYdcdNFFJ836cxdndZzM3rP+HnzwwU6dOqVzjl2uvPLKxRdffKGFFso05y7hwr3qqqt22WWXU045JbXg2ho5cuTxxx9/zjnndO7c+aijjnKrujvkk6SjCMdfffXVV1xxRcpxIV544YVNmzZNP8voi0ovu+yy82f9HXHEEYYBPX2NGjWqQ4cOJ598spJjjjnGSLILTunUqVP79u3bo0cP3KBKIgzkd/nlly8y649OKYrlA+bZZ5+trxYtWhiSAWj/s88+s7ynn376ueeea/DXXXdd7iARDDz79et377333nrrre53VRCMkVvoeTSkNJXEYPbff3+9pI3EVGrduvUFF1xgSC1bZhng0QAAEABJREFUtnzyySeTWvrae/aGjQeoa6+9Nq0+arn++usbNmxYs2YpXPKasmp2fhK2XeqabXH44Ycbbfv27Vu1aoVQU76vYbz00kvGQ0fdMWPGyGQfXHzxxTCsV6+en6Uipt+9e/cTTzyxY8eODgILMu0cZodMi2uJbTbDyF3Hp556inL//v1twm+++cZImKS33HJL7dq1a9Wq5WcpSiksQCmOJpoKBCogAu4Lo3Jl3Hjjja6zPn369OjRgyHsAMtPgle4Mi5lfPbKK68w3t2PzvZaa6218847J525/mrcRcalc6GkRgzJhe4Kq1u3rmuFq3fooYe6v9CYfEKNzoABA2TikjvvvNN4tMNQMMINN9xQKZ0yEpy63Xbbde3aFRWhfwTASdXXo48+ChyDkY82DJvnIT8Jo8SADzzwQKYJPxjbyW/btm39+vX33XffUmELDWbixtesC5ohstNOO3Gw3LNKLTHX54477rjvvvv23ntvLMslkp+Ez2RsZ5xxxmmnnWZFEt+AdKONNtp4442Tzjx+7S7BEtvGkmlKVACdr7baajYe2XTTTZlxySBQSuwKAz7rrLMMqVevXr///jvX1ubEfBaawrzL9OnT03pZMrL66qtr02aznZo3b25UBHFi02xgBv/8889vvfXW7C0j5DWqYiLolmlYikz28ssv22Dmbgymf9xxxy266KK2N4Ng+eWXt47WFw5KRQiMIYkqBxxwAMPFTwtK/8UXX0T/Rx55pJzSlWDZ0sUzWquCCCAth/CZZ55xg+y3334NGjTYbLPNXHY8jGy2zOQ//vgDE7CF3S98SsdbuMwdvfDCC2dqc5dYYIEFjj76aJFeHl1uCz179nS5r7/++obkOnOXGUOmYNgEDS+xxBJuSfl8xOWXX36PPfaQT+SUkSy33HKAWnfddRs1auQWXmqppUDn9kdRInJNmjSR365du5VWWomJkI3BII0fhqZpeDB85JFHnn766ZtuugmqmVppJfh5UF1nnXUQ2BprrKFZnbqIrZpRNW7cGJfwDq0strABKBDcbC4LLrigQcpUihRFHdu0aSNHC3TmRcaOHYsesBdwUmvCGCIQ/8fevbXq2HVxAO/hdYQT2YSXAxLCkezJJtlvCouQ0ls2ZRM5EUohUfYkSikUEqEU2R0p2WSlRCkfgAO+gffXM3J1d3uw1n1fy3qWNVajaV7zntecY/7nvMZ/jDEPNDQ0AG3QoEEzZ87kjuCqYhZq6Gn2wNnx436NHz/eK8AsutVTMYVT9N+///r16+dIawGUhYsUKWavTffu3btCMR3ElLI4FEN7dvPFixdY1nfRo0ePepSpevf48eMOP+fMV0Dspu8FaG/evOHhDR061OZyNLlKshfFu5IQ3AILwfc2kaq+JhTbu3fvok9ZlWTZspDMcf5kBFguHDBq1KhikVOnTmVti8du3boJZQRqFy5cwHz6S0bdv3+/6MDoFPXmVhi4adOmVTINq2oQ7QycCkFsTHDVLIyOEI2DLyZ7/fr19evXefrMiv6/R+jDFsv6du7c+dOnT4wymtcYs7O/0npRV7J6EJZ1FHzQvEuXLhcvXuQZsNF+DSnejcc6S5E0BmVeJdsFzd27d6ehsNvsMTKcwe66TiVagGyv5WyF3RgaK4uGz5w5Y4E61KkeR0QaU1oCRxotxDHjKpk0dKCbRwFu/KpEFZQUnHEObLSoEdUJbf1UlpgaO8rN8I3sCE7SQtuePXuaWt1EgwcPVpEvUYcDgrebrrd5hw4A3KjnvoD+OpQoqJ3rwzWRslZKMPj6JEKcLoctJlJX4cMpQ+RaBOXWgm75Wy4IJk6cOGnSpPj1l6UFmkWpp1Ur1QvxWCnJspVoZD0R+BkCLF3xM0oo6ioemWm5TeaPd8/yyvg9e/Zs+/btTLBUZHyKepYoAgVUFAMytd/Tp6l9+cIyOViJO1Esk8TSuUQUW8SLLVq68WLIhAhISMQg2oYDiUkZYjYu6kr2WspRvCQNu2PHDhTLTIvtKCycxWf6FO+q1y88j0OHDvFCMKtbVZjQkDslVC0Gp6T24rFPnz7SjFKLgIWnQMp2G4fCcpLWWPRsboXVvnfvnpFdvlqm8WMEFZtrr+MRYYjVKieCG07VIr9CGQmAefPmuXekJ1cPw8WL9ZQuiRcsWCAuBJQp5PyNRmEOEFXViboSekqNcFuyZIkokyvj7IFIB1EsN0JOnjejWykiPc6T44uIp58/f+6L42Q4Vx06dIBbTEEZKkEyHpXcTSvi+bm7dYftyKFYN+6yFyXqZiKSLAuElESgSQiEnx5dfdU+3ahH6Qp248aNbBCiZZflqXbv3s3e+fJZgehTbmkW8USMybqRqBclfnU550ZNnpbCYl8GRbhz+vTp8+fPF91aruIGkR8gAGLj8AQ7y9KRmFFFMBT1KEUViNadorVI+o0cORLlzJgxw72jGFf/6FZWKUMgoBEFmsXdKvKgIYrFWDGFGWnOhYrHKOUqoCoJKWCyy9wCTpXYSEDshi/61FA6XbwiJMovsTuGevLkCeamgFjNXseYuI1WhUel7hyOHj2aSphDStYug+7ly5dTpkzhQFTea8QINZS2wKZwd3gVkydPhpVBkD0Kp4A6sWVK+itDZLCFv14Uvwr93R2gW54TV4YLhQijW50lKJYtW+aE28SDBw8i3ffv3/PqAAW3GJySGNfOxqOSQ+y7cL9uFTdu3OBsuYaXzLAiO+tdfcqSZNmykMxx/mQEWDqfqIsln6t1Km/fvl1pUKJRydlHKj5g97guIPnykroPHz70Uz1iRmIEJVEh4p4PHz7Eo5jPrSc9tVfJgwcPGG6mhNFBBuPGjVuxYoVbq3ixqnNZj+ZaunQpHmL48JBhBYsuvcQZoSTWZ9FmzZrlp0JCJVaYpXNpKhmAdyXnRVFYtlzbh0pxqtgUB6xevZqxtk0eGWikHipRUnbUPoZi0Rh1plzeWJh+6dIlyVILcWEpdow+NZTm+vz5sxgUW+Az671165Y6uGw0Do556eaMFblQvxZzuaGw0bt27XIH6V5ccDZs2DB6loWbuWyieBQmJoWeBAPdQrFXr17pUCimg0c/WRd4Z8+e7ZFDwMkbP368Vdh9feoXXA4QJGoo2ab4Ku2pE+ij0Eg4o2av8pboJsnkWp1j5yN1MqdPny7tzEHhpnirLGlLLFvWmnOcRKC5CLAOEydOVF69elXSVWbPp8hPL8bxxfqMfe1ya2yKzj5+HzkHXxRSFbEVbzWxYhAZLYaJucRAKqyGdxctWoT4ydu3b+/cuTNw4MDvJ5KvE9+4Laa8V8TZBjGaNKPHFhKUIH/O6CMJ00GMrWcBR4wYIZpxcYh9xUNIZeXKlZU6wJAF14i0Zs6cKSxjx5lpFlOc4dfKznXWRbGSq9IMlBFagVTigXXG6Fu3bnVh3NjYuGXLFrwi5K2cWl1nmUlMhsawDlRpaGuQdM1a9e3b16FyhIiAbMOGDTKrlm9MqWCBMj0xGR6VotBYNZHLY7eS7pgBJW1gBG4EPW00has6N/HRqdbTboqquWXcuLt379q+9evXa7f2/v37y7JSTMTsNn3u3LlVitm7PXv2UEmcTRM3o/ZXFMuVEUQapH4RIjtptBL983hwP89MYoluHkFqH48ePSqfHN5ezAgTqwMmrUTqHrWDy2KNQDyWJcmyZSGZ4/zhCLAgDN++ffuQ6M6dO905bdu2rVizrxSdnD17lq2UItMuymF2kY1rHkk2LTULj5upMi/CNpqKII+NkI9l3IV9HHAtEtRmr5zFr3KGspriV+1CLuaSSlgZQ9NZY0vI06dPxfqi/yNHjtCWsMsU5oIgDEGqFrE+GFFvlQIso57WwgovXLhQwnnz5s08CcY0HIWq/jU/YscTJ06sWbOGPocPH3a1KfFoNBUx9//+/mO4xeJ6aq8ULgLmWLVqFSWBz13YtGkT8sDTld1qqFu7t2yNkZXqPCc3Ebwleq5duxajOwzxk19Dvnz5cuzYMXDJEmsRk12/ft3lhQMgmVzVWYcmSrz48ePHc+fO2UErdasaCXMjYDJnScxNMRoCxHZX7dGjR4/wHN2QmRedQK/wGOQnEK1B6hefoVMEf16vtI0kMHfTsHLIQLO/dhJ90l837YXwS7hZ3uIQ80ucTG6N1LHzVtWzeKW2SrJsbbi1lbdSz9IQkIlif5EHiyOi3b9/fySpign46UwJoxztDIqMn2SUnvzoolsNFXdIgkLzNjY2ChpUWAQWcMiQIS7wxKlakBMLW2XjsDLbxzkI33zMmDHsCHODXVyP1aBJE1+Rq5R9ffz4McVCTp48SWFh4qlTpyRFxZFXrlwR32isHDOyiJTs2rWrdpHltWvX6C8CxhZaSpQ5c+bQgSYAvHnzpkAw7D6UXNFJsIP08uXL37sjcqQokL/FA6APshEKIw8cU+Xl+LW5EoA4bMhDYt+GapHnNwWhqstju181LJrXCE/9/SQ9a4sx3969e6mnpR4xAq9CZpXHBpADBw7wQgxoroaGBkBRDGIu+4Pe/BQikEVvfCm5dC3IzDGQJ0DVUEVsGusX6ongbSVwCEeHe2dYESptbSJxCMeOHQtJ7YWIznktcNPum/WJcVttK9y0FN3qryTL1o9hjtBeEECiAwYMGD58uOgwLGzlyhEDPqjMmCEJnZV1GhSvs1+GKkQa09RsvUAHdWln+MK4aCcRElGJyZA6i0emhDI6I4Ny7YgZK4V6oZW5Qgo/A+vLNBKaWFflW+q8gXXr1oFXPUSWzwiuzSgfLWWV4IJD6Glb3csWI7tcpDAxOy4p2lUgCVXsBXCPIdZiRTqXhapJ6VBEVFQ1HRxo26tXL/se8xYlfERsaCxaYOXAUMkghorGmkuzG8fUBrQ1ll8MZQcxKMU4fHa2aI+KX9HwhAkT4lHpuBpk0KBBNtpjKWKBhqUeNXx9tI1hoWRHbCLRQbdoj9I+Ll68WHKl6O96wiCc4xJ1i7mSZQOHLBOBbwjU+i8LS2p9u+T3qjSpeix5svKG+/frSUNS3opzpNZB4HduYrJs6+xxzpoIJAKJQCLQHhBIlm0Pu5xrTARaFoEcPRFIBH6EQLLsj5DJ9kQgEUgEEoFEoF4EkmXrRTDfTwQSgUSg+QjkG38UAj+56E2W/aN2OheTCCQCiUAi8BsQQKukciKPIZWN6smyQEhJBBKBRCAR+Ncj0DYVTJZtm/uWWicCiUAikAi0BQSSZdvCLqWOiUAikAgkAm0TgdZl2baJWWqdCCQCiUAikAg0DYFk2abhlL0SgUQgEUgEEoHmI5As23zMWveNnD0RSAQSgUSg7SDQVJb9+vVr21lUapoIJAKJQCKQCLQsAkGLUf5kpqay7F9//dWpU6fL+ZcItEEEUuVEIBFIBEpE4Mq3P2MW/3XSj4i2qSzr/eXLlzfkXyKQCCQCiUAikAh8Q2D+/PnCWYIl/1GawbIdO3b8T/4lAolAu0AgF5kIJAJNQlUWxm0AAACUSURBVAAz/iO5Fo3NYNninawkAolAIpAIJALtEIHvY9bvW6pgSZatAiQfE4FEIBGoCYF8qf0h8EuKBUmyLBBSEoFEIBFIBBKBFkEgWbZFYM1BE4FEIBFIBH6JQHvokCzbHnY515gIJAKJQCLQOggky7YO7jlrIpAIJAKJQHtAoGyWbQ+Y5RoTgUQgEUgEEoGmIfB/AAAA//9p1p5lAAAABklEQVQDAMxhk8wLUsyFAAAAAElFTkSuQmCC"/></fig></p><p ><bold>Administración
y comercialización</bold></p><p >El 42,50
% de interés en el diseño y uso de formatos de registros técnicos, económicos y
de producción en el apiario indica el reconocimiento por parte de los
apicultores sobre la importancia de mantener registros precisos y detallados.
Esto indica una voluntad de adoptar prácticas de gestión eficientes, lo que
puede contribuir a una toma de decisiones informada y a una mejora general en
la eficacia del manejo de las colmenas.</p><p >El 35,80
% de interés en el cálculo de los costos de producción en el uso de registros
informa la necesidad de adoptar metodologías para mejorar la viabilidad
económica de la apicultura. Los apicultores reconocen la necesidad de
comprender y controlar los costos asociados con la producción apícola, punto
clave para mantener la sostenibilidad financiera a largo plazo.</p><p >El 32,10
% de interés en la producción inducido en la demanda del mercado indica una
orientación hacia las tendencias y necesidades del mercado. Los apicultores
demuestran una disposición a adaptar su producción para satisfacer la demanda
del mercado, lo que puede aumentar la competitividad y la rentabilidad.</p><p >El 36,60
% de interés en la comercialización de productos resalta la importancia
asignada a las estrategias comerciales efectivas. Esto indica la necesidad de
promocionar y vender los productos apícolas de manera eficiente, lo que puede
tener un impacto en los ingresos y la visibilidad del negocio. El 5,20 % de
interés en otros temas relacionados con la administración y comercialización
refleja la diversidad de áreas que los apicultores consideran relevantes.
<bold>Figura 12</bold></p><p ><bold>Capacitaciones
sobre administración y comercialización en los apiarios</bold></p><p ><fig><label>Figure</label><graphic 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"/></fig></p><p ><bold>Desarrollo
rural</bold></p><p >El 49,30
% de interés en la organización de los productores señala la conciencia de los
apicultores sobre la importancia de trabajar de manera conjunta para fortalecer
el desarrollo rural. Esta cifra indica un deseo de establecer redes sólidas y
estructuras organizativas que puedan potenciar el impacto colectivo en la
comunidad apícola.</p><p >El 24,60
% de interés en el manejo de conflictos resalta la necesidad de desarrollar
habilidades para gestionar situaciones conflictivas de manera efectiva. Esta
competencia es necesaria en entornos cooperativos, especialmente en comunidades
rurales donde la colaboración es fundamental para el progreso.</p><p >El 32,80
% de interés en el trabajo con adultos mayores indica una sensibilidad hacia la
diversidad demográfica y la importancia de incluir a personas sin importar su
edad en iniciativas de desarrollo rural. Este enfoque demuestra una comprensión
de la necesidad de programas inclusivos y adaptados a las diferentes etapas de
la vida.</p><p >El 26,90
% de interés en el trabajo con personas con capacidades especiales indican una
atención a la equidad y la inclusión en el ámbito rural. Los apicultores están
reconociendo la importancia de adaptar las prácticas y programas para
garantizar que todos los miembros de la comunidad puedan participar en las actividades
apícolas y de desarrollo.
<bold>Figura 13</bold></p><p ><bold>Capacitaciones
basadas en desarrollo rural y producción apícola</bold></p><p ><fig><label>Figure</label><graphic xlink:href="data:image/png;base64,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"/></fig></p><p ><bold>Abejas
sin aguijón</bold></p><p >El 44,80
% de interés en el manejo general de la colonia de abejas nativas sin aguijón
indica la necesidad de conocimientos integrales para garantizar el bienestar y
la eficiencia de estas especies. Esto demuestra la conciencia de los
apicultores para abordar todos los aspectos relacionados con la gestión de
estas colmenas, desde su estructura interna hasta las prácticas diarias de
manejo.</p><p >El 32,80
% de interés en el manejo sanitario refleja preocupación por mantener la salud
y la calidad de vida de las abejas nativas sin aguijón. Esto sugiere que los
apicultores reconocen la importancia de prácticas de manejo específicas para
prevenir enfermedades y asegurar la sostenibilidad a largo plazo de las
colmenas.</p><p >El 25,40
% de interés en la comercialización de productos asociados a las colmenas
muestra el deseo de comprender las estrategias comerciales específicas para
este tipo de producción. Este interés podría indicar la creciente oportunidad
de mercado y la necesidad de desarrollar habilidades comerciales específicas
para las abejas nativas sin aguijón.</p><p >El 41,80
% de interés en el manejo general de la colmena, abordando aspectos más amplios
y generales, señala la importancia de una formación comprehensiva. Esto podría
incluir temas como el comportamiento de la colmena, la reproducción y otros
aspectos fundamentales para el éxito en la cría de abejas nativas sin aguijón.</p><p >El 9,70 %
de interés en otros temas demuestra la diversidad de áreas que los apicultores
consideran relevantes para la cría de abejas nativas sin aguijón. Esto destaca
la necesidad de capacitaciones flexibles y adaptadas a las necesidades
específicas de cada comunidad, considerando la diversidad de estas especies y
las prácticas regionales.
<bold>Figura 14</bold></p><p ><bold>Capacitaciones
sobre abejas nativas sin aguijón</bold></p><p ><fig><label>Figure</label><graphic xlink:href="data:image/png;base64,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"/></fig></p><p ><bold>Fuentes
de información para asesoramiento</bold></p><p >El 39,06
% de los encuestados busca asesoramiento técnico, es decir, los apicultores
reconocen la importancia de la experiencia y de conocimientos especializados en
apicultura. Este grupo valora la orientación profesional para abordar y
optimizar sus prácticas apícolas.</p><p >El 40,63
% busca asesoramiento a través de Internet, lo que refleja la creciente
influencia de la tecnología en el acceso a información. Los apicultores
utilizan activamente recursos en línea, como blogs, videos y foros, para
obtener información y orientación sobre apicultura.</p><p >El 6,25 %
busca asesoramiento con un apicultor, lo que evidencia la importancia de la
transmisión de conocimientos entre pares. Este grupo prefiere aprender
directamente de la experiencia de otros apicultores; este porcentaje resalta el
intercambio de conocimientos en las comunidades locales.</p><p >El 1,56 %
busca asesoramiento a través de las redes sociales, lo que señala un uso
limitado de estas plataformas para obtener orientación en apicultura. Este
porcentaje bajo sugiere que las redes sociales no son la fuente principal de
información para los encuestados.</p><p >El 12,50
% no busca asesoramiento con nadie, es un grupo que depende más de la
experiencia propia o que quizás no está tan comprometido en buscar orientación
externa. En este aspecto, es relevante investigar acerca de las razones detrás
de esta elección para adaptar mejor los recursos y servicios de asesoramiento.
<bold>Figura 15 </bold></p><p ><bold>Fuentes
de información sobre actividades relacionadas con la apicultura</bold></p><p ><fig><label>Figure</label><graphic xlink:href="data:image/png;base64,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"/></fig></p><p ><bold>Formación
relacionada a la apicultura</bold></p><p >El 10,40
% de los encuestados que desean una formación con título de tercer nivel indica
una aspiración académica más alta, con el fin de obtener una mejor comprensión
de la apicultura. Este grupo valora la formación formal y busca certificaciones
académicas reconocidas.</p><p >El 11,90
% prefiere una formación por certificación de competencias laborales o
experticia, lo que sugiere un enfoque más práctico y orientado a habilidades.
Este grupo está interesado en programas que validen específicamente sus
habilidades y conocimientos y no en un título académico tradicional.</p><p >El 14,90
% busca una formación de tercer nivel técnica o tecnológica, lo que señala el
interés en programas más especializados y enfocados en habilidades prácticas.
Esto es más llamativo para quienes buscan aplicar directamente sus
conocimientos en el campo de la apicultura.</p><p >El 44 %
solamente requiere un taller práctico, es decir, este grupo muestra preferencia
por el aprendizaje práctico y experiencia directa; también, prefiere la
aplicación práctica de los conocimientos y programas de capacitación cortos y
específicos.</p><p >El 32,10
% opta por un curso, es decir, este grupo busca un equilibrio entre teoría y
práctica. Los cursos pueden ofrecer una estructura más formal mientras
proporcionan oportunidades para aplicar lo aprendido en situaciones prácticas.
El 16,40 % no tiene interés; este resultado puede darse porque este grupo
representa a aquellos que ya poseen un nivel significativo de experiencia o
prefieren aprender de manera autodidacta.
<bold>Figura 16</bold></p><p ><bold>Formación
relacionada con la apicultura</bold></p><p ><fig><label>Figure</label><graphic 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"/></fig></p><p ><bold>Modalidad
de la formación</bold></p><p >El 24,60
% de los encuestados expresan interés en formación virtual, lo que señala una
disposición a utilizar tecnologías de aprendizaje en línea. Este grupo valora
la flexibilidad que ofrece la formación virtual para adaptarse a sus horarios y
preferencias individuales.</p><p >El 10,40
% prefiere una formación híbrida, es decir, muestra interés en un enfoque
equilibrado entre la formación en línea y la interacción presencial. Este
modelo es beneficioso para aquellos que buscan combinar la comodidad de la
formación en línea con la experiencia práctica proporcionada en sesiones
presenciales.</p><p >El 17,90
% busca una formación semipresencial, lo que señala una preferencia por un
formato que incluya tanto elementos en línea como presenciales. Este grupo
valora la oportunidad de combinar la flexibilidad del aprendizaje en línea con
la interacción directa y las prácticas presenciales.</p><p >El 39,60
% prefiere una modalidad presencial, o sea, se resalta la importancia de la
interacción docente-estudiante y las experiencias prácticas en su proceso de
aprendizaje. Este grupo está más cómodo con la formación tradicional en aulas y
talleres presenciales. El 7,50 % no aplica ninguna modalidad; este grupo
representa a aquellas personas que no se sienten cómodos con ninguna de las
opciones propuestas.
<bold>Figura 17</bold></p><p ><bold>Modalidad
de la formación</bold></p><p ><fig><label>Figure</label><graphic 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s1K1ascHTw2k6iLlfI1Ym0OnXqBJ1gGMJGGY0mJCQE1oCjodHo6GjiJFbZnDPhkVn/YgxqOCauODvYlASWH3jggXQETEjTcciG/FqEaMAhaSrEP1IKBAgjxo0bB/HvKGh/x8NC5KSonHCB7mMMV8ICcsiHKQmqSNRFGFDIhqEkuqUShOAJJqYsCCMkqgqlECcfxEAGuEg4kRbFYcqUlBS6gEloMj2cNEDB4k5B/5Ve9OrVC0qgEjpOEecRNUDtmEdZ+MAJkngK66emppJJQxShXfTX+X5WggSZ2EMr7HOyoQo4TA+Gj0dcIW8SCJt+XEEYAqM2qqWe5ORk9LGBR5WEsmz2UpwEq5ORI0eijw7NEehTkDSUQwxHwi/0C7JEh/ppxekCtjlA+dUkERkICDm12Djyzl988cU0z2YLJ084QTY6eFd5w6vd00PTTxV4f1aR5DjC64rvJo23wjPyzrPXwS0eh1ZI1CLQA9toeCs4jEUxJwfs/OBbaylS0yPWuXgKHAcesJIO/aqUwzED3Ye6WMhf6/uwfne4zdHErC/wRAAAEABJREFUlRM5kaYXjueiEionZ5eCU6NfqFXrGcn3C34N8LkFNCIYnyH2hf00miOf1rkizi2JWgSqY1OUnT3ohIN9KiLmYERqKVLLI0yiUQaXdQwJv+aoUaOwihyGm7jBn+8kIO+6oOToUIlTyn/15zgKTE5iNTZpCWsuueQSpgexC4ukSvqOGZAKffc/qiVBK5xmOQp0kDWEk+ZK15xJy2RA0CTTL45Vzq0zK5gnrGOcHLlGEgJCTi05mmz984LhYlhfsyOES8UattQIKUhUFbxV1cxKOc7LXBdNCtI00RKbKnhVPAK7JezyYQCcwdP6Sh0bpVq8Gwt21uCQGW3BT+zq4AEdLnEcEB2pWiGZFN+lULCOmqjh3aiQRtmFw4xKAmFzjuIocK1FoEN2tAgBYSO2T53a2HetaTRrqcp5hG1OAtsQ/61jsPPIn+ncNu2VKJwVA4sVpgcgQIpMD3ZfISF/Q45hjkmkEf+jWhKYzdyrSYGnPIKl6lgbyq1XIrfnQk4tOba9e/dmnYsFHDv98MMPbMrhyFicklOtsOvi5G/evBlX6KS5cla8bNkyEhTHcUB4hFbc8pLjKPHUpBFuORMi4Rd2ETkYcDLxwhx1sNmCP+LkwK9T9wQemaZphQWv3/Vwy+rbcV7+qtg0YzOTRzAi8QoHJLR79dVXc+vXwTd16dKFW8rCYVxxVQgJx2Ae1SRt27Z1sKLvlPWrEXricP23JNj+QpkEzcErmFFJbrvtNmJZFHYpHN1x2IN59Ovuu+9+6623qOqOO+7ggHCXZatVAEzyCQucCJK+UzMyffp0rjwi4Ghw5RTfpaxdu/bTTz9lNNFkK5Vokh5xrXQgimFEP+gwnaAxErsUirRv395RY0Too5PmyswhhwTjAiOiSVqkFSIg5NSSg867d+KJJ2IB7OL40J49e+6+++7kVCu8rvhQHnGGz7YYrzFpBOfFOTwJduEhJxLOERSuGWcB85GDO/v999853CLtF3+75HDOzNkVCTgSL0PCL5T1p2tJsLJ2nBTcyakPmhSEhODdQO9D/vLly9lPI4G1p5xyCv3Cp2NMoBpRFDuN6NAL3LFzCkKF1LbLXcfBgwc7p+Wg+sEHH1AJgqvlnJ+9U9J+6dq1KxtW3GLAF198gT5pRzCGHb/ARYCTX9OVgzqacJ6eeeaZUDVpxoh+kWiAsNSgFMXhPOeHMvDU8CsMgbWkYVZQQgfhlmsDBEhrKpWbm8s0QwEZO3ass3VMmhlSqQgnQOSgzzzkShphDXHvvfc6TMNtoDCNCdCdHDa02RCmWm7pF6PAioo0m5m8DiREWicCQk4tOe4cbnMU7Pggx46zfT957KSrXokkDjnkEPJ57R977DEOAwhBuN544434LF74/ffff9CgQSiw98IVWbJkyX333Udo8tRTT6HGLZl+YentLM/J4SAdP4jvfv311ydPnkyOX+ro+OASh5w2bdp0zz33sGvHaRZnMDNmzMDp+GsjwaoZWiKBGyLmgxIgTlgEA8h0/BRul50x5/brr78mwPr888/Z/KQX1E9+LQIImZmZKFAVZyTPPPPM+++/z+4lcUAlX4klBK9Ah+aTTz7JKREEhqDPxuP5558P8VNP7eLg065dO/9BID6dLkPM7Jo65zF1qaGSzgUXXAAIGDZnzpwbbrgBfBDiSwiATAA899xz/cNXqWzjb2mC6NOhWGpjmBgdJt5//vOf9b4/S0+mX8477zzSLCOAjqGHPjlsA71HHnmk2u6DGBueTkjKyuPuu+8mXv/2228JNJnYMDovBYsGJjzVBgpWBd6SpiquIpGHgJBTS44pPrFv375jxoxxjGCLxgmknNtKV15LfB+H0k6cgcdnWXrhhRfifPFWKPfv3/+MM87o3LkzaRa5Ds/hGvDs+FxcxtSpU53YCAVHUlJSCB0cRnnooYfwFxz/PPHEE4QLu/R6gU4B2xD2EtkbpGbIhsU+oRjHFWwbko+TJd8vbBvCH9RQUFBw9NFH77nnnlg7c+ZMEPDr8BQdFuzkEDdAmZdddhlGsspmO5TMWoR+jRs3DqDQIUq78847r7nmGjw7Li+wCZ5CzzQBqZMm4INNcakI+qSJ/yoFkahVFfqOHHzwwaNHj8ZsFE499VQW/ieddNJPP/2UmppKTu1C8aoKgMk5HPmsPPDd0BLy3nvvwehkcmDJ8RgJR6qtwXnE1bGKRCUhHyGz2uLdu3dnQjJLUWCyERkfeOCBsA686JQi3xH2op29PtYNKFx++eVsh06YMMHZEnR0Aq80B/FQCvzRgZZgX8gY5uM8khZp6PTTTw/c5nWKV2rXyZRrRCIg5BS8YcUtOktFVqO8k07DOG6cIyEUt7yQjj8lzUuIPvs2vKhkQhXk4OLZDOEF7tWrF683LpvNLk50eIrj4MjkiCOOIE1x6icO4PiaNAteXAYOjoYIoXDQVOUQEmosWo866ihqpjZW+mxk4WSvuuoqthzJxDvQEPqxsbEYSQJjnLI8dZwUdkIGPCKH2pwfNYSf8PXYtvfee7/55puUQsEpiElwJHGJw6MEc2w8YuQtt9zCFh9P4WB6jT7gwCvUQCYemQU7G0rsmEEbtIU4neVpJaHsP/7xD1wkncV+zAABmoN3AZnK/ZZQkD1AwjJAQBlHydYcsnHjRtI8IrRCp1qBdagKG/CztEjkdMUVV0CopGFEOsXWJTkwCsXBE7RJVCvOQPMIHb9tADtp0iQGkVbYY8QkBKAYFCKMZ599lsiGtihFDsaT4IoyCb847QICNWOqP580muSjQKZTD2agRtrZT6N+RsThJziD6UEcyfLl+eefR42nTAnKIgwZQTx8TFnWQ4wUfccYVk7MeRJMFZpjyJzeoUbxiy++mDUTuDFbGCBgZ5RROO200+gdCyzUnMopSJp6oqL+/mO4juU8ogbURCIMASGn4A3oCSecgJfEHbC5xMvsNIxbYf3I+0w+myH+fN5D1u8EFmyVwDq8245+bGwsry4+gtMjFqf4Pnw6e2Icw+A1eFEdNa68usQKEydOJGwiiCHB7dChQ/FueDqOtdFBOKb66KOPeHrllVc6ahAYzhrngssgGsMp4FZYpGMkW1Ws3OEMCuIRIDxy/vzzT+eIi0y8GyHOL7/8Qqdol5q/+uorAjJcGx3B1aKDUCELf4gQmqELrMrpDnTFohsciI1gO0eNsl9++eVrr70GX6KAf2SjjP1DbMMe4kjUqhV8HMTGhhidoiyMDkq4WkDGEiz3l8IYdpBohc1MLAEHhBCNrTma45FfMzABLMRVVIUZ7DTyiBwMo0U2SGmRdukUbI0ZdAruh5JRq1YYBapCjbnh9N1RA082M5k2r7zyClYhMD1+HDuZOY4O12HDhhF3UpzBDcznEUEh4POII7HAR4y406J/7FBm15TuMKYMIt0hh2UQ04b4j2lG68TB9O7444+nIRYKTEVHDU16hxrD7WgyTNjJVioKLE2YwzTHqMG18CL65NNrlDlzYmuaUJX6SQDgW2+9RRyGAmrIIYccQkGs4rgRqiPHEeiQfhHaEqA7OXKNJASEnMJyNKEoNgM5TMLnPvDAA2yL0Q1eVK6BgoNmA+3xxx+HbIiHuA18GpjmKZEWagQWgfkNSOPr2d3i5IB28WIskGuqBHs4NaELuLBadurwR2xwEfQ8+uijxCU11VY1H+/G6ptO0TWiKFxhVZ3AHEI0LEEZ4aiMHdfAp3VM0yihBtbi6FkK1LFU7WqEaOeccw5WgRWBIxFV7fpN/pQBZZrROqeAVaeZvznGmtjdmZbs0/pXVH6FahNsLLNh++9//5v6L7300obBXm3NkhnWCEQwOYX1uDTEeNxiQ4rtXKYW17Oz4i7u6lVPXSyvV4WBxlEQqUsTTqm6azr6NV2bqh5//U1eob/meiV2aYZfAdjrVbMoCwKBCAg5BaLRqtOOT3GujQeijvXgv5C6NFfHCqtWRUGkan61OWhiD9dqn9Y9k0rqrhxGmvXqVwNgrFf9YYSbmNoABIScGgCaFGkyBPBfSJNV1xQVNYk9TVKJ3ZsQ+2rufjV3/SEGp5hTGwJCTrWhI88EAUFAEBAEWgQBIacWgV0aFQQEAUGgtSDQsH4KOTUMNyklCAgCgoAg0IwICDk1I7hStSAgCAgCgkDDEBByahhuUqp5EJBaBQFBQBDwISDk5INBLoKAICAICAKhhICQUyiNhtgiCAgC4Y+A9KBJEBByahIYpRJBQBAQBASBpkRAyKkp0ZS6BAFBQBAQBJoEASGnJoGxoZVIOUFAEBAEBIHqEBByqg4VyRMEBAFBQBBoUQSEnFoUfmlcEAh/BKQHgkBzICDk1ByoSp2CgCAgCAgCjUJAyKlR8ElhQUAQEAQEgeZAILjk1Bw9kDoFAUFAEBAEIg4BIaeIG1LpkCAgCAgC4Y+AkFP4j6H0ILgISGuCgCAQBASEnIIAsjQhCAgCgoAgUD8EhJzqh5doCwKCgCAQ/giEQQ+EnMJgkMREQUAQEARaGwJCTq1txKW/goAgIAiEAQJCTmEwSC1rorQuCAgCgkDwERByCj7m0qIgIAgIAoLALhAQctoFQPJYEBAEwh8B6UH4ISDkFH5jJhYLAoKAIBDxCAg5RfwQSwcFAUFAEAg/BIScKo+Z3AsCgoAgIAi0OAJCTi0+BGJAwxGwLCuwcKXbwEe1pxtcsPZq5akgIAg0GAEhpwZDJwVbHgGtdU1GVMs3TqZzDSyo9U71mKZZXFxcXl5eVTOwVAinxTRBIOwREHIK+yFsPR1YuXLlhx9++O6Oz3vvvbd06dLA7ufk5Ox4+C5Ps7KyeArBbNu27YcffiDnxx9/zMvL0/pvKoKHqPazzz6bPHlySUkJ+simTZs+/fRTNEmLCAKCQIsgIOTUIrBLow1BAO6ZO3funDlzZs+eDdncfvvt3333XWBFy5cvv+uuu1BwpKioCGYiBnrkkUfef//9adOmPfvss6+99lp+fr6/1Jo1a1544YUvv/zy8ccfnz59OlxVVlYGw82aNSs5OVnrv2nMX0QSgoAgEAQEjCC0IU0IAk2CwO67737PPfc84Puccsopffr0GThwYGDNUBE5vuf2pXv37lrrhQsXwj1XXnklWSeccMJHH320ceNGpxT6CxYsWLt27U033TR48OAZM2Z4vV5oiSjqwgsvjImJcdTkKggIAsFHQCKn4GMuLTYWAUIiohy4Z88996xUF3xTKYeYKSMjY9CgQdHR0YcffnhcXByxkV/H4/FUVFRwW1paCjMRZt14443XX389zFe1KtREBAFBIDgICDkFB2dppckQgDM4JXr77bdHjhwZHx/vq/fvC9t9/fv3HzZs2D//+U+OmngwadKktm3bEkKRTkpKgqI4TKISbskcMWJEhw4djjrqKAoefPDBV1111f777z969GjnKVcRQUAQaBEEhJxaBHZptOEIcCy0aNEiIpvx48dXqgW62rp1KydSTzzxxCeffHLttcznTsYAABAASURBVNeWlJRAUVFRUY4mbETCCZVIIJ06dXr00Ufnzp1LKLZlyxZ29i644IK99tqrX79+bACiICIICAItgoCQU4vALo02HAHinuuuu45tOsPYafYSDME9BEacFR1wwAFHHnnkxIkT2cGDZjZs2OC0By2h1qZNGzSdHK5QF6WysrLuvPNOwqyzzjrr1FNPhbE+//zz1atXoyAiCAQDAWljZwR2er13fiR3gkAoIvDHH3+kp6dffvnljnGQDaHSxo0b4RuoCPohn0R+fj5qENiJJ57ISVJBQQEh15w5czhbcrlc6PiFGlC+9dZbiZnS0tIWLFhw3HHHsRNIOjc3168mCUFAEAgmAkJOwURb2moUArAI3HPzzTcTGGVmZjp1lZeXs7/36quver1etuY4i0K4Xb58+aWXXhoXF3fCCSfAUk8//fQbb7zBdt/gwYPbt2/vlHWuFCRIgoqOPvpot9t90EEHvfzyyxMmTKC5du3aOTpyFQQEgSAjIOQUZMCbpLlWWgmxEdHPuHHjrrrqKj8EhEHnn3/+sGHDyCFO2rRp0/z587Ozs88555xzzz0XsklNTb3ttttgoGXLlnGYxJYg23oo+4W9uyVLlrCb5xDegw8+GB8fz0bfySef3KFDB7+aJAQBQSCYCAg5BRNtaauxCMAZd999d69evfwVcWJ0xRVXjB07Fmbae++9b7rppvvvvx82OuWUU5KSklCDvcaMGUPOfffdd+2113bt2pXMQElISDjttNMGDBjgZFL5XXfddccddzg/s+dkylUQEASCjICQU5ABl+YahQDBE7ttSGAtZHLLtVI+meSQ7yS4IuRwDRR2+QYOHEi0RGbVp2SKNAsCUqkgUCsCQk61wiMPQw8ByAap1i5/fqUEt4hTxJ9wbrkG5gSmeSQiCAgCLYWAkFNLIS/tCgKCgCAgCNSIQFiQU43WywNBQBAQBASBiERAyCkih1U6JQgIAoJAeCMg5BTe4yfWNwwB3w8++P8XXfvO93/qckFUhdcs8XiLKjz55Z6csvKc0vJ1BcVr84vX+q655BSWrcsucmRLbklOYXleUXlBSUVRmae8wktxSzmVO1efjXYOt3b9vns77UvIRRAQBKpBQMipGlAkK1IRsAmBL7rn+3+aTMsq9Xjzyjybi8uW5BT+vn7btys2v7tw3VsL1iL/m7/2f/PXvDF37evz1rw0ZxXy4pyVL81d/efG3D8WZr3y7VJH3vh++f8mISve+nHF2z+ufPenle/9tPKDn1d9O3PjjKVbV2wqzM4rLSgur/BYPl7SWpGwk3wh2CIiCAgCVREQcqqKieREMgKlXm9WcdmczfmfL9/47MwV//XJMzNXvDB71StzV782b+2bC9d+sGT9p0s3frl801crNn27evP3q7dM35Q3fXPujE35f23KXZ9fsiar6K9l2xz5dcGWSbM2fD9zw8Tp6yb8ufbj39d8+Ovqtyev/N8Py179btmLE5c899XiZyYsevqLha9/v+y7v9Yv21CwrcDmKq3sf5GMtfQt4hAIZoeEnIKJtrTVPAg4wZAiJGHvzIlL7CzfF8GJVVhesTy3aOLKTY/+ueSe3xY+OGXx07NWvLNw3cRVmyevyfpj/dYZm3MWbcvfWFSaX1Fh10JV9je7Aizm245tOq18jMI3W4XWtovy3TpXn7qyCorL12UXLVyTM31pNpHW5LmbJkxb9/bkFf/9fOHDH8z95zuzIa0pC7ds3FZcVmHuKP739x0paqNaEUGg1SEg5NTqhjzSOgxvaMeDm0pbGvJQ9vdyr7mpsOT71Vl3/brgqkkL7vl94atz1/6ybtvc7AJ28NYXluSXeUynnKrfp0GF7CYqPCanU6u3FC5Znzdn5bbvZ214dsKS29+YefWzU5/4dPFfS7duyy8zd7CdrxUM1HZJ+RIEWh8CQk6tb8yD0+OgtaKhI20pUylDK13m9S7PLX513przJv51yTezn5ixcsbmvC1FhVtLKgo9XtNEGfff8tNeW9rjUfnFZVvzyzflFv80Z/0/3519wZO/XvnM1K+mbyCc8vrOqLSPo4KGpTQkCIQOAi3/loYOFmJJOCJgWlapx9xaUj57S+5Ls1ed+/Vf106a/fGSdXkl5R7ltZTXnuKWwS6dNk1Lm2yXaZvJQqCvtjEae5TCRgPLsG/91qIXv1p06dN/XPfStC+nrlu2ITevqBxWZXcyBCwWEwSB4CHAWxG8xqQlQaAxCBBFID5vjq+2Sr1eduemb879YPG6a36Yd+svCz5ZtiHPd4BjO3pNU/YXaYsARCu2/MiiBoRECwsm2RZgC2IS+Wn6pEhv/1qzpfDlb5fe8PKM+96d8/2sjfNW52Tnl9os5StFp6BbHxR20s6Tr2ZAQKpsQQSEnFoQfGm6fgjYVGP/uIPKKa2YuTn/i+Wbnpq58qEpS99btD63rEI75FO/KsNAe+n6/Oe+XPTwB/Ne/27ZN3+tX7wur6jUC9XaG5S2+fIK2yjIV+QhIDM78sY0YnvktcyNxeVfLNv42vy1z8xa8dq81XO35JV7vXSYqMMOOkhFpGhVWFLxy/zNL3695MWJS9+evOKnOZvY7rN2EFREdlo61coREHJqogkg1TQpAhabVr4gyam13Gsu3Vb40pzVz8xc/saCtd+v2ryxsMTZ/7LsvS1LaZ842pF5tZxuLd+QN+HPtW/8sOLZCYs/+nVlVl4Je4LOIxsJviDqHffyXRAIXwSEnMJ37CLZcm3v0bGNZ1V4zUVbC56bufLfM5Z9vWLzzM25JR47VHI673PYvotzH5nXajq4raB0yqKtn/y29uEP5r4zefmWPCjKPnxCVWtwi0wgpFetCgEhp1Y13OHTWU3spFbkFT8+bfl9fyyetDZrTX5JhWn73/DpQ7NbWljuWbah8Ispa299deY7k1duzS/TFswNQyENaV3KCAKhg4CQU+iMhVjyNwLbSisemLbk6u9n/7I+O7fM4xFW+hsbJwV7ew1TW9oq9XizCso++HX1BU/8NmnOlhIBy0FIrmGOgJBTmA9gBJhvx0is9O1vngrvti35eTlF/56+/Le12RY7VJw8KU5VEHQioLdN1QVLc86mYSdOmUiZygZK//ezhRc8/uvkuZu3FZR5wcxuzTmDEvRsLOQrjBBoKDmFURfF1NBGwPaySnm91tbN+TN+XvbWE5M+eO7na4Z0TXIzOYkMuIZ2B0LLOqO4zHzys/mPfDh32pIsKGrHVqi2SSy0TBVrBIHaEJA3vzZ05FlwECjIK507ZeXX70379v1pOVkFG1dt27Bky5G9OmjL1L6fyQuOGeHfCtGT11I2ZgvX5v/ns0VvTlo2e8W2sjIPYakV/t2THrQqBIScWtVwh0ZnA9yk6bVWL9r8/cczv3lv+vJ5603T3ooyTXPyp7OO7dG2Q1Jss673QwOOJrXCDpB8/KRUcZln0uxNr3y37O3JKzZtK9E27Du+mrRNqUwQaA4EhJyaA1WpswYEbN+oOCGBcizLzMspmvjetG/emzbn9xWlJWVq+wclK2dL0V/fLT6xb8ftefKtXgjYx0w2jBRam1X0+dS1z361+Iup66ErcjidAn87IV+CQAgjIOQUwoMTcaZxvIRbxHNywrR41rrPXv1t5q9LNq/Ls+wfeWDNj2zvs6WsOb+uGJSUsFu7lO1Z8q1BCPgCJj13Rc77v6x4dsKi1VkFDIFi60/JJzIQiNheCDlF7NCGYMds8rF0SWHZDx/P/PJ/f65avMVj/99+luajdvKXljILC8v+/HT2wd3aKfk0AgGLEyiboKz8kvLfF2T/6735E2dsLJcfN28EpFI0OAgIOQUH59bcCvtLXl//LT6b1+d+/PJvf3w7v6ig2LJ/ksxU2v4xaJbzlkLTp6iU1oYyvZtXbe1uRB3UpW3AEyWfeiJgwU0gq5X2mtaGbSUvfLXof98vzysqUxYnfLbUs0JRFwSCgYCQUzBQDpE2WsQMS2mlXLBLWWn5nD9WvPrwxOXz1+/SEmgMz5mdVTBjwryBGUnx7ihFCLDLYqJQKwKaJQCBlNKfT1v3z7fnLlib5/uruYZll/Jd7IR8CQIhgYCQU0gMQwQbYTtEy8ralPvb1ws/ffX3stIKZdOVqv1j+0utOYrasjEns9CzV8c07movIk93iYDNP5z4KaUtc+mm/LvemjV5tv3XzX1jRHyl5CMIhA4CQk6hMxaRaYmnwrtkzrqv3vrzlwlzbedYt15aNoFZLPS3bSxYO3PtgIT4jLhobWfWrbxo7QoBbVmeCvPpLxe+//PKZRvy7D1V8N5e6u/U9owQ+iamtBYEhJxay0i3QD8tq6SobOavyya+O231kk0wi1Z4PUd2Zc6Odbxpelcv3dK52Ns3LdFQTvjkXHdVgzyvBgEHfK72M74h385Y/+p3y/9cnO1hj4/t1O1jZCtU+rIf+rI8Hk9WVtbGjRuLi4t9GX9fyNmwYUNRUdHfWQGpkpKSTZs2rV+/vrCw0Mmmqq1bt5KTm5vrr995xJXa0Pc/QgHNiRMncuWpSGQjYER296R3LYUAXi9vW/Ef3y38+cu5OdnFyoJRdMOMyckqWDN/w77pSRlxbmUZvooaWFXDDIjsUhWmtXBN7uvfL5s0e1NJhVfZMVT18GpNuGVt27btuuuuu+OOO2699dYrr7xy4cKFcIYDEZTz/vvvX3zxxT///LMXqnNyfVd0fv31V4rcc889Dz744P/93/+RnZeX9/rrr99444333Xff5Zdf/tdff5GJJlckJyfnP//5z1133XXppZc6bFReXv7999///vvvUVFRKIhENgKRTE6RPXIh3rttm/J++GjmtElLCvNLcHV4PN9hR0OspuyS2es6VJgdkmJxj8r0+c+G1CRlqkGA0TEttWlb6bs/rfx62vrC0gptkVeNJlnwE9KzZ88LL7zw3HPPhTM+/fTT0tJSHkEq8+fP/+yzz2CvtWvXckumI6Rnz579xBNPZGZmnu/7nHfeeWQuWLDghx9+OP744y+66KKMjAyuZWVl1M8jCn733XebN28+5ZRTDMN46623yJk7d+6UKVOOPfbYtm3bcisS2QgIOUX2+Aa3d4RLSpmWtWV97gfP/Lrgr9VlJeUKKoFPMESbXBoillVYUDL7l2Xje3SIc7vgJ187DalJytSAACsHM6ew7L2fV/1v0gr4CYS3C992LpOSkkJsNGLEiDFjxnTv3n3JkiUwCirszr3wwgs9evTo3bs3t5UEHoKZzj777D322GP48OEjR44kzPriiy/cbvchhxwybNiw22+/nX1C2IiCDj9t2rQpNTWVR4MHDyafjcQ33nhj6NCh5DgKaIpEMAJCThE8uEHvGmdKlpWbVfjSA19u3rjV3tjRVXxbvY3SvpMma8nsDYnlVv/0JFPXvLCvd+WhXyCoFpZ7PN/N2HD/u3M9XlPTsuXDnkSAEMfExcWR4fV6iZl222232NhYbgmbCKSuuuoqFLhkf+YaAAAQAElEQVQNlIqKii1btsTExLBTN336dHYC2aArLi6eM2dOWloatUE2BENJSUkwnFOQnAEDBkydOvWbb7558803jz76aHbzCMjGjx/Pnh5PEUdTrpGKgJBTpI5sC/TL6zHXLtv839s/qSiHP+yp5ezPNM4UdvWoQHtNc8JbU68b2j3GiLLIEGl6BFhcaLBdtDb3kqembM4pUZa9hVptOzDT22+/DSERCTmsc/XVV3MQFR8fX5U2SkpKICf0oS6Ol0477bRDDz0UcsrPz4+OjqZ+5gmlYJ3s7GxuHUGHjb6vvvqKQykCsscff/yWW26BriZNmkSMZdq/wa0o6CjLNfIQsD1I5PVKehR8BCrKvYtmrnnrPz9piInmNV6Ob00jrOI5i9+0btvmldnH9s70z1qtdNM0ILX4ELDHzIKRdHZ+yQPvz1m0Pt/Lhp/9yH5if/d9wUyzZs3iTIiTJ/b34JV77rmHzb2ioqKff/6Z+InYaPXq1Q5/UAIFwinOmb7++mvOqCg4bdo0tumImShlWRYKXD0eT8eOO/2pX46j/ve//5144omXX375uHHjoKWHH34YenvppZcgNopQkPpFQh2BBtnnf80bVFoKCQKcKVlWaXH5vGmrvnl/enlpmS/SwW/s5M4ah5NFnbZ4rQlv/nl8z/adkuKpUFv2Sl8JP6mm+jBkFnBq3xnhms3Fz365aO6qHGJWGgB/rgiUwznTiy++2KtXr+OOOw6CIZOjo9GjR3/wwQdwz8qVK+EeDpkgG/bxoB/2/dq0acNWHoIy0ZXL5SKTw6S8vDwUyFy1ahWnUOzyMXW49QvNvfzyyx06dDjiiCNmzJgBC1577bUQW25uLsxUSdlfShIRgICQUwQMYgt3oaykYs6UlZM/n12QW/m3XprWMq2twtzieT8vO6FPR61sbuICOTZtK1IbCACupdTa7OI3vl8+ZyX8ZOfxhbDz9uijjxI8cQ4Ec7DDBgk98sgj0BXy2GOP7bvvvv/4xz+OPPJItuzgko8++ohEt27d2AMk9CGiQplbZP/994eTCKcWLFhAwb333hsOg3JoxRG4hzOnn3766f77709MTGT/cN68eRThdMohxUBlp4hcIwYBIaeIGcqW6QjMNHfKyt++mZ+/bfuvVTbOjtpKW7CTpad+v2hAYtzu7dNY46MNS3EVaQYETCLWlZsL3vhh+bxVOZYJW9mNcHo0ZcoUKOqVV175p+9D2n7g+4KH2rdvD3n47tRvv/2Wm5tLGuI55phjOEBiU47dv6effjolJWWfffY59dRTyXzooYdSU1PvvvtuiqPsF5gPwrvssssyMzPT09NPOukktg0XLVp00EEHcYsa7MVVJCIREHKKyGFt/k75PJXXYy6Zs+7nr+YEgZnokra/rOKCsulfzduvS4bGBoRMkaZHwEEWSrJWbi58aeKSpevzffRk9ujR46233rrrrrsu2vGBV/ztJycnX3HFFYcddhgbd2S+/vrrp512GgnYZfz48ddddx2nRzfeeCMxE5nESWRyS/4111wzaNAgMgOFXb577713v/32I5NtwMMPP/zWW29FmeCMjUQyJXIChEgVIadIHdlm7hfnEpZ3+YINX771Z2FeSTM3tr16+/ekLG16rQ1LN3fTxsHd2vqCJ8eNbteRb02LgL0gsPS6rcUPfzR//bZiS+mEhIRhw3YbFvCBNvyNwkmdO3fOyMhwaGPgwIFOiIMCR019+/alXLt2f/8fXWT26dOHTIjKKYKmX9i7GzJkCLt5Tg63/fr146wrsEXnUWhdxZqmQEDIqSlQbJV1bF6T985/J1WUlget99qybE40PNuyCuZMnN83NcGtmcC2/wyaDa2yIXvzbFt+6T1vziot8yr7xyUE81Y5EYLbad7t4DYorYU/Aviq9SuzX7x/grLJIqj9sbRlKJflVVkb87qXW/t3zVDKCqoFrbExy/eDJyort+yq56ZvzS+3WiMI0udgIyDkFGzEd24v/O4sy1y/Yuu7T022LAufBVsEtw+ET3a7mzfkLZ++ukd8TGpstGI/SLOWR4JrS+tpzaKrLAusrLySZz5flJ1XYvnWBM6VZyKCQJMjIOTU5JBGcoXw0cZV2ya+N62ooETrFiUD01y9eHPPUmtgejKTWBPDqRa1J5KHfXvffAsRa96avE9/X5tXVMHqRBDfDo18awYEeK+boVapMkIRyMkq+P3bBZvWbcMxIS3aS70tq3D1wg27pySmETzZ5GQv71vUpMhv3LBUmcf6ed7mH2dvLKuwf0LF7rN8CQLNgICQUzOAGllVEi1Z9hm4Kiksm/3b8hULNnk9oeCVLGVZi2et62FZvVOSlP0nz4Wcmn3m+YInb35J+Zd/rv1twRaPF8wR2nWuJEQEgaZBQMipaXCM5Fq0vV/mqfDOn7F6+s9LS4rLdMg4oqLcklk/Lz2uU1qcy60jeQxCpW/OyAP11vzyD39dOXdVDgG0L3PH91CxVOwIewSCTE5hj1cr7ID909uWXrV486RPZxUXlinf4rnlccAjEjspa/nc9RmWHt4uiYyWt6o1WbBpW+kHv65av7XEt1gxtIazWlP/pa/NjICQUzMDHAnVG7nZ+d9/9FdpYblWFmFUKHghrbVtiTIqKswvXp9y+dBuhhUVCWCHSR+YCawNFqzO+37WppIKr8/qUNjs9Rkil4hAQMgpIoax6TvhO2nC/ShVUVbxxzdLtqxlA8f0ZZjs4DR9g/Ws0WcJRuIQrS0b8nM25p41pCMeU/vqca6+ZDNcpMq/f7nM+vSPVVMXZ1lMDRYLgowg0HQICDk1HZYRVZO292q0hdOZ/cfyaT8ttj0PwUro9dEO5Uzzg2d+Orxz246J9v/Qio0WXyJBQUBbxtNfLF6yIV/ZU0TJRxBoKgSEnJoKyYirhzDEUisWbJz43gwFS0FWIRmPYBfr+KKissVTV57cv7NWmk/EDUYId8hS5R7v818tzikI3h+yCmE4wsa00DdUyCn0x6jFLMzPKf7x81lej1cRidjCV4sZU2PDsBPcaamfv5jbOy5mWLtUZf/OU43q8qBpEbC0yTJm5aaCj35bVe77HYOQnCVN22mpLRgICDkFA+UwbMOqqPD+MmH+5jX2f8ZDaBLiXdBKlZaULZi05IAubSRyCu5gaU1krfSPczZ+P3MDzARXBdcAaS0yERByisxxbWSvLEvN+m35wplrTK9XNbKuYBU3veaq+Rs6eNUBXTJwl8FqVtqxTKXwI8Vl5s9zN23ILlJKK/kIAo1GgEnV6DqkgohDIC+7cMmsNSUFpV7b84RN93Kyipb+vLhvWmKUIf4xSKNmETgp08vOqmktWV/wyR9rSys8vp+lDJIB0kykIiDkFKkj26B+WXxMT7lnyqRFy+ZvtJRp2K6nQVW1RCGvx7tx9bY+ZdaBXds67cv8dnBoviuspNX2n+3kcHLakq2/zstS7O4pk/njSzRf4/WoWVTDDgF5ecNuyJrTYB8VrVi4aemc9c3ZTLPVra3NGwpWzFzbMTY6KdqtlIG7bLbGpOLKCGjTzCsqnb4se3NOqbWdsSrryL0gUEcEhJzqCFRrUcvPKZ43fdW2LQVh2WGtlGWtWrxpoEcPa5vqMpRhkRWWXQlLo+0ISk9ZmPXrgs1lFV7LXutYYdkRMToEEBByqjIIrTiDbbGVCzbO/3N1uGJgQUVm9ua81fPWD0uOS4l22xnh2plwtNumI6XVz/Oz1mYVK0E/HMcwZGwWcgqZoWg5QzhoIuJACJtm/LzM5LBAhemC1zab7iyaubanqfulJbgM6KrlkG11LYO/RfC6enPhN9M3FpdVtDoApMNNh4CQU9NhGeY1WaY15/eVa1dmq7D6Cb1qUS/IK577x/KxHdJiXK10hlcLS9AytTJ/nb9pXXYRZBW0RqWhCENAXt0IG9D6d8dSzl5MQW7p1B8Xa6UjYjNGL569tp12HdRl+4/t1R8XKdEIBCxVWu555svFptmISqRo60ZAyKl1jz97eRoENNt4X70ztaSoRCnTziAvnIWdvYoy74Q3ppzSu4OhLEPbJ/VKRUDPVFh8NEhrY3VW0eyVW30GW76rXASBeiBgqHooi2oEImDzkrI2rc9eMis8f3y82jHRylR647ptFTnFlwzrZVkW7lLDwNUqS2ZTI2DZ6wBTWdb978wpq/AAvNXUTUh9EY+ARE4RP8S77KD2eMyv3pxu6shxIFppl1KGZbz5xKR9M1PbxMeCQuR0j86EttjrANYDlgHmP8zeDE2Ftr1iXSgiIOQUiqMSTJuIKlYt3Jy1KS+suakKYpalLOi2OL94+cx15wztopS2PaWSTzAQgJOInbhalv7ktzVb8yuUshiRYLQtbUQKAkJOkTKS9e4HrsMuU1Hmmfrj4vIS3Ie27yPoS0O8Wk/6eGYnI2pQm2Q2+iKoc6HfFUtp07LMgpLySbM3WgRS8FXoWy0WhgwCQk4hMxTBNcRiHWt/qSVz129el4MX4WAguCYEqbXy4vLlv688tHtbQ0KnIEG+UzOl5Z4ZS7O3FZTtlCs31SAgWTshIOS0Exyt6IYwSevy0ools9cV5RdzpyJrX88/lB6vd+mste1KvPt2buPPlEQwEViXXfzj7A0Wi6FgtipthTkCQk5hPoANNV8rrZVatWTLhlVbTS+Bk8WpQEMrC+ly7OblZReunr52QHpSlGFwVs92X0hbHFnGEaIXl1Us21CYW1RuKd/PRjDXIquP0pvmQEDIqTlQbfY6m6ABS1WUV6xavClc/8ZrnSFwaeWtsNYtzepdbB7Ypa1laeiqzqVFsbEIaBMno+es3PbHwiyltOIgSiv5CAK7RIB5s0sdUYhEBLTK3pC3YWWWZZmR2L2/+2RZltKeLRu3rV2woUtibFK0W8us/xue5k8RrGqrpNy7PruwuNSj7P8112r+VqWFsEdAXtOwH8KGdcDrNdcsy16zjMVswyoIr1KGZeolc9b3K/EOa5dssH4PL/PD3VpLK2VOW7J18bp8e6mwHf9w75XY37wIGM1bvdQeqggU5JasWb4F63AbXCNftJmTVbhu8eahKYkpMe7I728I9ZDQnFBJb8krW7GpsKzCa0XqD4aGEOaRYIqQUySMYn37wE7XlvU5S+eux03gNupbPEz1LWXOnbaqt6mHtkk27B8HCdN+hLHZ0xZnZ+WVReiPhYbxuISm6eFBTqGJXfhaVVHmWbssi2ur2l8hRiwpKFvwx8pDM9PdBnfhO4Dhavni9bkbc4qJpMK1A2J3EBEQcgoi2C3flGVvqFiqMK90zpQVipvWEzfZ4GtlWQv+WtWmwhrbsz3spO2zEPuBfAUFAfu8aeri7NJyT1Cak0bCGwEhp/Aev3par5X9Oz7m1qz8/JyiepYNf3W776q8wvv1e38e1z1TaT50SvMVFGntjVg24ur3BVvyistbOxbS/zogIORUB5AiSIW1q2Xpv35aEkF9qnNXiJMsrU21YdVWT27pUQYoNQAAEABJREFUtXv08cLV8nPldcavkYrErcTqpaUV67eWNrIqKd4aEBByag2j/HcfCRaKC0oWzYyg/7rp787VIQU1aa2065WHJo5om5jgdhnyf7XWAbYmVLG08e7kVZbVhFVKVUFEIIhNCTkFEeyQaMr+9SalvSFhS7CN8HlEDposr6eibOVfG28Y2UtDVXb85PsebHtaYXuWVuby9fm5hc7fgWVEkFaIg3R51wgIOe0ao0jSML3ql6/mKvu39COpW/Xui6VcP3w0I9XSvdMSKayVQpR8mhcBMNaWMkxt/bU8x9oePZHZvK1K7WGKgJBTmA5cA80uLijbvGZbUPxBAy0MTjGX0iUl5aunrjqudwdDK/s/0xBQVHN/LGJUpQierC+mrvOaVnO3J/WHNQJCTmE9fPU2fuWijSxYcQ/1LhlZBSxlml5zyYw1SYVlIzPTlKWAJbK6GJK9sfnI/lqbXZBfXBGSJopRoYKAkFOojEQQ7DBNc9rkJfiGHTsqQWgzRJsw2cazvHnbijbP2bhHZmqs2yWEHcyhYgbOWpFj+SKpYLZb77akQMshIOTUctgHveXiwrLc7EJL2/+C3nhoNaiVZegoj8e7csGmtrllexI8maFlYWRbY5r662lroSjZTI3sgW5M74ScGoNemJXdtqnQ67EYcq3FJzj7eNbWLbk5y7f2z4hPiQGYMBvQcDbXzC/xFJV64adw7oXY3owIyAvZVOCGbj28/z4x505dUWb/hzr2XeiaGyzLLOW1j5q85rxpK3vkVgzKSNXK8P0RCUN2m1Qzf1gcVXi867YWa02ymRuT6sMTASM8zRar64EAr7/WlqfCu3HdNq/Ho+VvIuwEnpWfW7hpdc6+7VPS46IU+31K+/7z1p2U5KZpETC1Kiz2TJm/RbFAaNqqpbZIQUDIKVJGsrZ+sDg1CnJLPOVeiMnicEVbtam3rmfQkZ7x0+IORd5B6SlKEzx5OJRrXRj4exushGHpcq+1YnN+eYVMxWCBHm7tCDmF24g11N5Na3JKisrY0ZM9q50hhLl1aUnZoplrjurcJsYwtLZzdtaRuyZGwFKAbJV7zMJS+YHyJsY2YqoTcoqYoaytI3DSmmVbigvkD25WRQk/aSml505ZmVRSMbZnpn1ju04ln+ZDwLLjd1VQUrEmu7j5WpGawxqBBpNTWPe61RnPhp69redpnX9SbxfDrW0q0l6Pd9LHs4/v2c6+9bnOXRSTx41AwI5OldqaX75gdW4jqpGikYyAkFMkj66/b2WlFfCT/1YSAQj4fkCPY3lLrV2+JX9D3vUj+9r8FKAhyeZBwCqrMLfml3q8BKvN04LUGs4ICDmF8+jV2fZtWYUFeSV1Vm81inZH8YyI4ijOsrzvP/Xz7u2TDZdSyv6FMOULqpR8mgcBrczycm9ZhcdXvW8UfCm5CAIgIOQECJEvWzbk5OUURn4/G93D0pLSFVNX37vvAGVo04hSNjmJ01RN/tF2jQbIFpZ5nD+yJ3/b0IZEvgIQEHIKACNCkxw+528tKi5w/gedCO1kk3TL0pDRd5/OjvGojgnx2j55wn82SdVSyU4IWJC/tvi3aVvxmqwinmmtuYo0AIFILSLkFKkj+3e/POVmealX43f/zpNUNQhYWmuvUV5SunbqqnMGdY0yNJt71ehJVqMRsLRp8dFqW2H55lzfbzhw7NfoaqWCSEJAyCmSRrP6vngqvBXlbOtLEFA9Pv5cXgaLYxCvuWjG6ujckt3aJhuWhqD8CpJoKgT09slolVV4C0vKvCYVC9KAIPI3AryPf99IKiIRKCkuLy4otQOniOxe03XKUqbCa1o6f1tR9pwN+3RMT4iWF6Tp8K2hpgqP5TW9CvBrUJDs1omAvHuRP+6FeSV524rYRIn8rjayhxaLdxsnT0XF8oUbU7NLhrZL277Eb2TNUrxmBMo9pu8X8AC/ZiV50voQEHKK/DEvyC3OyS5UtueN/M42qoeETZTXplJG7paiwrU5w9qmpsa6yTNMyw6qSIk0MQI6p9BTWErkpOtYsai1EgSEnCJ8oC3LKi0uLy0pk8OT+oy0ZXrKZ/6yvOOWol4pSRT0KEtZNkuRFmlaBLLziguKypq2TqktAhAQcoqAQaytC6ZpeSoIBZT8HkltMFXzzCgqKM7Jyjmsc1p6bIwyXJaWP1FaDUyNzrKy8krzSsrlzKnRSEZaBRFNTpE2WA3pjwU5eXw/Ry5DXR/8LK2R379Z3Da/oldqgktbhin7TvVBsM66OYXlBcUVVp31RbGVICAeK8IH2jTNigrefHal5PWv11jDRZanvGLZ3PVn9e4Y7TKUJeRULwDrrmx5vJZph/d1LyKakY+AkFOEj7HptTwVzmmz+NaGjPX0n5cY24oO6dLW0i3D7g0xOqzKsOHstX8lN6yMFmObHwEhp+bHuEVb8HrM0iL7sETbv+ikW9SWsGzc8lq/TlxwRr/O8tN6zTV+WlXY7NRc1Uu9YYqAkFOYDlxdzS4v8xTkliibmVj4I0o+9UJAa71qwcYty7Kv3r2PZZlsj2rFVTah6oVibcpaadnTqw2gSHjWkD4IOTUEtTAq4/V4y0rLtbJsegoju0PGVK2UZVlfvvnHnh3SDAMg2YUiDwkZE8PeEKvCS+gkfB/2A9m0HRByalo8Q64207Q85az08bAhZ1uYGKTh9cLcikW/Lb1/9CCltaHkrWnSobOc2rTzTa6CgIOAvGYODhF7rSj3FBaU+N777T4gxLsaauZZ9t98szyW59cJ82KVleR2WYShyodoqNkapvZolVtQVu77bbww7YGY3RwICDk1B6ohVOd2RrK/iT9t+Li4tFVaUr7yx+WX7d7LIHZqeE1SshoEyjz2OV41DySrFSMg5BTpg29apsdkoa/5ivS+Nmv/vB5z+bw10fklfdPjOYdq1rak8jBHQMxvAgSEnJoAxFCuwuMxS4rLCZx8m1GhbGkY2JaztTBn1oZRHdN1GBgrJgoC4Y2AkFN4j98urTdNy+PbzRd/ukusdqlgVpgrF21cMX/j3gPanX9Y33MP63Pu4b4riUP7nHdYX5GGIbDvwHax0TJDdzkBW5eCkFMLj3fQmpfIqfFQsz2an1u8ZX3u4G5p+8TnDFj+88CF3w9c9MPARZMGLp7Uf9H3Axb9IFJ/BL7P3LwwylPe+AGSGiIJASGnSBrNavtiafvnzZTWsjKtFp96ZGplJaclJrUz/lr5YXk7nTFgQPYPP2ya+PXGbyZsnvjVlolfbRKpPwJAVzBvnqfc/jsm9RgMUY10BIScInyEY2Ld+FP7h585d4rwvgajexmZKXGZOUs3/vLVwsdU74w9X3rRKi0zS8q8pSUmibISszVKY3pd7AUxTxnEH4zxkzbCBwEhp/AZqwZbyiBrS7ipwfjtVNCwCkq3FZZttcyKj/68fenW33d/9dmUAf2i4mIJUbXSKGsLxEXqiIDLUoYlYT3zRmRnBJhAO2fIXWQhACdZ9ieyetVCvTEM7XZHGdqrbEhNQ3l/WfjixEX/7nTtBV3O+kdMm7b2wR6O1gD1FjIx/Jq1QMuIitHaFX62i8XNiUCwyak5+yJ1V4OAy6WjY6JkYVoNNPXPiomNbdspqcLj/1uFWlsqt2jdj0ufd+3Zrdv4sxK6dzeiopRlx0/1r751ltCWoWPS0owYd+vsv/S6JgSEnGpCJkLy3e6o+KRYX2dkOe+DoRGXhOTozN7uLfnLqANaUpyT+P5aREHJpt+WvLwhMyvj1CPb7LuvjolRytzx/z8JUYFWrWIpbRhKC1C1otT6Hhqtr8utq8dRbld8QoxWWtmi5NMYBKJjoqOTi7fkLd5eiQUBWb60lV+yZc6aLxdEz0o5bv+e55+ro6K0DThPEZ+KXGpGQLsMH1w1a8iT1oeAkFOEj7nL7YqLj8FB6gjvaDC6R5jkNSvY1lM28ahKH49ZsXHbvD+zPlYjug2+464od7RZnVqlUq3+lrlp6iiXMlo9EgLAzgjIjNgZj4i7c7td8UnRyl7iCz01anQNQ6dmxJuWaSkLh1q1Lq3YmbKyClb9sODpBbFzh/3rkfb77GPI+VNVpAJyLMX+qKG1Sws7qeB+Qr41IaeQH6LGGWi4dHRMlKVNZViNq6m1lt7BLobb3Xto+9yiTVopRFXzsUmLc6iy0m1L1k78Yu2/+15zbc9LL0FR2x9laOoyte93oskUAQEbSWCJjlKEpdyLCAI7EBBy2oFEhH7XWhuyod+YwdU+UreMaLfuNiRp+eZf61KZV3uLSrZ8MeOOhL0H9bz4gqiUJMbB64sSLJYJNovVpZrI17HBNQwjOkbLT5JH/mjXr4dCTvXDK+y0YaaoKN8PN9tuoGHmt+pSlmWZStkcr7XHLMkv3qjq8DEsF6WyC9dNmPVgVt/yHpdfmDp8d+12G2ywEixovupQS6tQsWIz0t3JycoSX9QqxrvunZQJUXeswlKTkxIXLlGzmxSW9re40ZyHIDBUbEKMfd6k6sYrptdQ2lCqpDxv5oqPl8Uv6nj+aR0PPUJFR5uWpXcsFOpWV4tj0IwGgEB0SnpUQqJSO0Bpxtak6nBCgNcnnMwNI1sty37ZnGsLmq21jomPjo5119GptqCpodq01hwVaavngMyS8lzFncKj7sJYCzX7T0YRPpmmshZvnDxr60T3sbt1P+XU2A4dlaYGpgdPue6iqkh/rGMy2rgTExWQNGtXpfJwQ0DIqblGTGv7bdPavtalDT+N+RP1KlWLcnJKXGp6go8rlXzqiwDsAXSM4rD9eqzYPIX1Pel6LfNtfUuv3PTHtGXvrBmY3+f8CzIPPpAatIVDtuprT6TpWyomNdUmJ8CItL5JfxqFgJBTo+ALLLxx48ZLL730pJNOev311z0ej/OosLDwoYceOvbYY//5z3/m5OQ4mZWu69evv+eee4455pjbbrstLy9Pc7bh8UyaNOn444+//PLL582bF6hvmuYff/xx3nnnPf3007m5uSjzdOnSpddee21+fj7pqpKUGp/aNqmGn39W8tkFApYCZG3otHZxa7JnQCo+sRlnFwW3P0bTspPayC/ZtGjDpDlRv3U77dQu4062DGIrntoPW++XVq64OMMdLfNTyWdnBIScdsbDvmvI19y5c2GXgw8+eOzYsbDRc889Ry2bNm3iNisr65Zbbpk9e/btt99eVFREfqD89ddfJ598cklJCfzUoUMHJ2x67733HnzwwfPPPz8zMxPCo6y/yKJFi6ClwYMH//TTT5MnT4YFKfLoo4+2a9cuISHBrxaYiE+MTkyOU0ar94OBoNQ5rQ2lFSd2hE9mhbfMx0yQDVLHKhxN9va8jJRlmSuzp/2w+oX4g4f1POf8qLRUaiGE4qoUu3y+763rYmm3S0e5HJhaV9elt7UiYNT6VB7WFYGBAwf+/vvv48aNg2lOPfXUKVOmEA+99dZbBDpw1ahRo2699db58+d//PHHTo0Wvk4p4qS333573333vRMDT70AABAASURBVP/++0eMGEGclJKSAt8QBhEbHX300VdddRX89OmnnxYXF1OQUuvWrfN6vRdccAF1rlq1qqysjBhr4cKFN954o8tV/U/juqKi3NFGK3V9oNZIsTSk0a5zumltj4YbWZ9peTfmLPp20dO5Q6OH3nNfUu+eSpumNomjGllzOBbXUVFGXIJ2RWnWAOHYAbG52RAQcmoaaCGG6Ohoy7IKCgrYbWvfvn1ycvLKlSvj4uJ4pLVu27Zt7969/Tt75NAwmhMnTtxrr72ys7M3bNjgMNCKFSuIgY477jh04KouXbr8+eefTshFDhUSZi1btozKYT746fTTT3///fdphQqrlSi3yx0TrV262qeSWTsClh3XWLuP6bNh26LaNevz1Cwz86Ysf3uJd/rAe+9KGTzY7YpWqvq1RX2qDdANk2Rc+/aJXTpzkifcFCYjFjwzhZyaAGs4iVrWrFnz448/PvLIIxMmTNhnn32SkpL23HNPdvZ+/fXX3377bebMmRCMabIKR5cNdgrZTEYmW4I33XTTaaed9vDDDxMYwVixsbHx8fG2nlLwHIRHtOTc9u3bd7fddrvhhhugJYKnO++8k/3ALVu2UD9qjk6lq2GojLaJbO5VypfbuiDAOCllDd6r59zVn9dFv246WpsubXn/Wv7RnyvfbXvtGe0POSC6bce6lY0orZg27WIznY7Lxl5EjWzjOyPk1HgMFQENtXAy9MYbb8ATbPEtXbqUoyZ2+Q499NCXfZ8333yTzTd/fEMRBMqBUbhCMJwbffPNN6+++irekBwqdAQ1SnElnxy4CkL66quv3n333RkzZnTt2rVz58533333v//9748++ohdPnSqSkaHlJS0hKr5krNLBLSytOEiftpWuG6XyvVQsDcLccfmkg0//zDvGXXMsF4Xnp86ZKivBpNGSTgjTiLyhCM4bf9ys+lOSopOTVWaLtpffBMRBBwEDKWchFwbi8Axxxzz+uuvv/LKK8ceeyw8MWfOHHbnHnvssRdeeOHZZ5+FUfr06ZOenh7YjNvtJueggw7q1q3byJEjYbVp06axH1haWgrJoYl7YrsPQkITfiIHcblchFY//fTT1KlTr7766uuvv55TrrPOOuuXX34hUEOhqqS1SUhM2R6KVX0qObUioBMS43xHdtuj3lqV6/0QgiqpyPtl4Uvr0zd2Ofe09vvtFxWX4HPWln/E611pyBeAfS3IyFLa7XbZ//1VyFssBgYdAYmcmgby33//3flJbpgjKiqK7Tt4xak6xvfusbOHrxk9ejQnRo8//vhff/3F07S0tI4dO0JjpAsLCyGk4cOHEwlR9rPPPiOTs6i1a9cedthhiYmJ3PqFLcRPPvnk+OOPz8zMXL58+YgRIyA5Sjk2+NW2JywVExcd5Zax3o5HPb8ZPQZkFpRmadVMAGpOtSxVMXPVx7MKflCH9es6blxM+0xtE5TFjqKKxI9h8TboqPj4uMxMHRUViV2UPjUWgWZ63xprVtiVX79+PZHT0UcfTdj09NNPH3HEERDG9OnTTz/9dPLJhGyuuOIKduHy8vI+/vhjzqXoI4xy5plnPvfcc0cddZTzExBnnHEGPHTrrbc++OCDZJ500kncHnDAAURO6CMwEHHVBx98QJgFaRFCXXjhheeccw6nUPHx8T169ECnsmgV5XYlpydwrfwoYu6bsSPmbnv3XLTxG6V1czRCDEG9DKvHLFuZNW12zvcFQ5P6XHFFYveeyrLsp5bS/LOao/GWq1NDuzo6PT15wMCWM0JaDmkEhJyaZnjGjh374osvwij/+te/3nrrrZtuuomoCP649957H3jgAUKl559/fp999tFaZ2RkcLB00UUX0XBMTAxsBG9R8KmnnnrppZf69u2LDmTDqRKZ8NYjjzzCph+Z+C+KkCAIW716NadZbACS89BDD6HGzuFdd90Fk5FTRSiku/Rql5AUW+WRZOwCAa2NpNS4VVv+dPDfhXZDHkM7CCVpoaKgLHv6+o/Xxa/ue9N1iT16ctaltBeOUpp/jhqa4S/aoDPuxOSEzp3DvzPSg2ZBQMipaWDleAleGTJkyODBgzlbSkpKot64uDgnc9CgQV26dGG7j0xiIBTat29PGqFgv379hg4dCpOxR2cY9ohQsH///kOGDOHatm1bl8uFJgzDFTn44IOffPJJGiKNpKSkkB4wYACa3NYknXu0iU+Mqemp5NeEgNaWpbxes0KpZjlzCmzXVFHKMss9hVNXvP3Lxv8NfPDu7qedBT9Zlte39acDlcM7bVrMZyPG7dp5vzq8O9Vo66WCQARsVxh4L+nGIMDS1ynOi+ckqr06as7Vr+DcOlcnk0ocCcz0P3ISXNHhilRVI9MvsQnuqGib5Pw5kqgLAm06pGmXqZVh6WZ/WdjEUxYMZBnK2LBt3vu/X5169P67PfBIbHqaNrQmdlIR8qGX2u1m69JwuyOkS9KNpkag2d+3pjY4pOvTWgfap/VOt/5HWtv5WtvX2jOdp1rvpOlkVr1qXZtadIw7s3O6y83hMxsqtWlWrbk15uA+lbKU7jOk89bSxV5Voe0ffW5eJDTBmf0j5sqyTMuyPJbnoz9uzkkr7H7jlUn9+hux7MoSRxHAWc1rR/PXTk/d8QkZe+0lE7H5wQ7XFoScwnPkGmR1/+Fdon3Bk46gNXiDkKhDIfbRlOb16NI7fXn2JK/Xo4IKmqY5+MlSFT/O/++8sl9Txx/R4YjDY9q2NTWPwp6cLGUYMdFxXbsq+QgCNSDA21fDE8mOOAQyu6ZHRbmUwu+aSj61IoD7R7TvU+YpIoiCE2ot0RwPNeddplmxKmvGrPxvXQf373bGGfGdu2gd9q8tJ3lxmZnu+HiCxOYATuqMAATCfpZHwBgErQux8dFtO6bYPlfJuO8CdUNp2Cg2IdoVZbC7x/k9G2q7KNOUjxklxKlR48GzC1bNWPfxlq4FncefmjpkmLZXGL6dR4xztBp1pa2apFH1VluYxZGljHYHHawNYK5WRTIFAWUIBq0HAdzt7mN6a3yaxhO1nn43qKe4f6U6dM1QMUUes1xrDT81qKLGFGKYEGow4aecwrWz1074S/3S8ZxTel10oUu5sBHhcXOKY0BTtgDNa61SBw9RTMWmrFjqiigEjIjqjXSmVgRwZN36ZuIXLFPXqigP4QIbhJ4D2m8pn1pSlmtottJaHDSjoqJoS96CSRueT9t/1NB/3qPC8D+aYF1EJOhOSYtOTbW5yf6yoZYvQaASAmFCTpWsltuGIaB1YkpMWrsk5fuRsIbV0YpKae2OiSoo3+gxyyzLGwodJ4rBjvySrPd+vWJrm9xhjzwa37VbKBhWFxugJY7umHumNvqcd54yDKLRuhQUndaJgJBTqxp3nJtx2MkjtG7xICAMYDfwnoa2LEBDMNjkq0UFM9gSs83wGubk+S9Ozf+s7603dD7mWFd8jFbkm1ozsqi1qJk1NG5hmoKhbFhThgy17wytdA3akt3qERByalVTAE9gderRxj7kb1X9rn9ntbaS0+PjkgzTJFapf/nqSjRpHqxZsXrLzD/Wv5Vywn6dTxwXndHWwGiltA7hl9pmepXUq6c7JVnJRxCoFYEQnse12i0PG4SAvaaOT4zpNahTg4q3okJ40cwuqSopq7Bsawh229Iu0yJW8q7dOve3pa8V7ZHc4dTjUobuRmBlKUYZCUGrFeaxs9flhHFKsU5S8hEEakFAyKkWcCLvke0R2FUZsV9vZe//RF4Hm6xHWunUjKQitaqgeEuTVdp0FWnLZAS1r8Ls/BUzVn64rkt2x7NP7XLcccowLOV7Yu9IWj6VELnYG3tRScmJPav72/l1tpFuIXVW365Ye5FZs2Z9991321XlW20IBO+ZkFPwsA6NlrTSOr1dUmpGAonQMCkkrdBaG8rjLTUtT0jap7RtFtxDjKcrPCWL1//0V9G3SWPH9B5/bkxyon24Qxc44lHo2Koh8KVhp3b7j4lKTq3WmCeffPK8886bMmWK/2lWVtb9999/zjnnjB8//rbbbsvNzfU/chKWZXk8np9//hmFjz/+uKKigvx169Zddtll5Jx77rkvvfRSYWEhmY6gv2TJkgsvvJBHH374YWlpKTllZWW33HILaDk6cg0RBIScQmQggmYGrspKTIkftncvn9fyubigNR4+DUXHuGPj3SaePwxstq20lHdN1vRflr24uV9Z3yuvSh26m9JaWbzgoTPEWGOk7TbcFV35r+MXFBRcfvnlP/7445dffrl69Wo/5C+++GJOTs6ZZ575j3/8448//rj33nu9Xq/2fdCBV7hu3rz5qaeeWrp0KdGPaZrk3HDDDe3atYPnRo8e/c4773zyySfkU4hHsNfzzz/ftWvXYcOGTZ48edWqVWTeeOONo0aNGjNmDGmR0EGAuRs6xoglQUBA48mio10dumf4DgCascWwrjolIz61o7u0Ij/ke6G171fpGVZlmduKNsxb99WcmD/7XHZZh8MON+pKTOg5oprvYymdMnhQfKfOlquy24mNjb3++uuhovj4eL8BCxcu/Pbbb/fff/+DfJ+bbrrpr7/+ysvLcxQcZoKriI0InmAXJ/+33377/vvvL7jgAgqedtpp++233/z584uLi52n6FMtPIQkJCSQD3XNnTv3uuuui4mJcXTkGiIIVJ4lIWKWmNF8CGg+hpHZOW3onj2br5Vwrzm9bbK7zaaNOQuUwmurEP7ASoQLllJctba85Wbp8s1//LLx7Y5nn9jh6KON6BhTK8Zc2wot0g9tKZM1kVYqY699Ytu0JVHJDrfb3bNnz0r/IRnB0LZt29q3b+9yubAfBRKFO/boyKES4qqPPvqIrb/o6GhukenTpxuG0dn3fxhCPyTKy8vZvuMRQg3kTJgwYcGCBTATmv/6178ef/xx5z9gQ0EkdBAQcgqdsQiqJQkpcZ17tnEZLqWq+grV2j9aGVG6wltcXlGiwvJjrcmaMXH2o8bYIX2vuiS5czdLWSb81SJ9sUxt/29Y2p2WGtc+03Az5VRdPs4Jk8vlcoIk2IhEfn4+V6c4lHPUUUdde+21HTt2dHK4ssvnhF+OGsVLSkrQ5BaBw26//fbly5e/++67xx577GuvvcbuHxxGztq1a4nA0KGSAJFkiyEg5NRi0Ldswy6X0bF7m8zuacp39NSyxoRa64Y23G6XpfDnLeXRGwuJVjq3eN3PC57b3Lmk103XpAwd6nJvjy1qrVpXeVo1p4pKrRmWtjcXAbPt3vsk9++nFOGdqsuHcAqq8B8XUSQqKio5OZkEwqO3336bLbtu3bpNmTJl3bp1sMvKlSsNw+BgiaeQmaMG98Ta/xUWd7Z06dLl448//uyzz7Kzs9HkdGr8+PEXXnjhGWecQW1OKVtPvloaASGnlh6Blmu/fefUbn3bGS7/HGisG2q5rjRhyzYI0XHutp0Tyz0lls3cYcpPNrN6vGXTl727qPj3tpeelHnIITHkYQVtAAAQAElEQVRt2gQiZSm7s4E5vjSZgeLLa+DFrseAKJQVk5KW1LO3OyFR0SjZatef7t27cw5UUFBABcj69euJbGAahz+4knPKKaewrffhhx9ykjRv3rwZM2b07duXrT+EBgiYCKQgOepBnxzESSxZsuTPP/8kePruu+9OOOGEr776ao899uC8CgWREEHA75hCxJ4wNiPsTHdHR/Xs36FN+2SttC067HrQxAZr34dKE5PiMvu4N+UsCmtItLL/mZZ33uoJU1e9V35wl26nnZYyeJAv2yJ+0fZzTX8bKpYv7K72+neVlrZoI6lvn9TdfD9A+PeTyimL47OAvAEDBvTp04coh/09AqOXXnpp9913J3KaPHnyCy+8QNxz/fXXP/nkkw8++OBdd921v+/nJtjlO/zwwzm7euaZZzhSmjp1KnTVv3//uLg4KtYaQ/iusrKyoDQOsfbZZ5/ExEQqJz5jwzA9Pd1+LF+hgYCQU2iMQwtYYfuULr3ate2Uyr6LpTixtlrAilBq0ucbbRBiYtyuhOKs/OUKR26LCt8P/bEsva1w9cz1X6zvmtvl7NPbjNpLGRzkGNoODHnefJ2jchrXUSkpqbsNi6nZ9efk5Nx2221nn302lPPUU09dc8017NSlpqZeeeWV7Lxd6vtAVHwnDOLRxIkTiY2IopKSkqArhHMm9u6Q9u3bP/bYY3DSOeecA0UdfPDBRxxxRFRUlL+ThF/UsGbNGpiM4meddRZptvWoYcyYMRAk4leWRAsiIOTUguC3bNP2KjI6JmrYPr1T0hNwU1rV9aRaRegHRHy/2MSRE8dNXq9ZocN4W88/SBp65au0omD+hm/mVvySdtJhHY85RifGmXRPm349X6JZLnHtMtvstbc2avQ2EMNJJ510ySWXwDpEQmeeeWavXr0wZdSoUXfcccfVV199yy23QFTEOjAHdPLQQw916NABBa01V1jqoosuOv/886N9P7N3zDHHUMlVV1118803UxWnSugglOWKEJPxlG1D0oMHD6a2yy677MYbb+zYsaPWdoXki7Q4AjVOlxa3TAxofgQ0bqt7v/YJSTHa3nwJhp9q/k41vAXg0JZhuFSbDsmm6WXN71UWi/+G1xgCJbWyOciy/8sPq9xTtGLTH79seMM4qO/g62+OTk32/aUjU//dSVKB0sAO0CglfdVaUbExbUaOjMmobccsJiZm+PDho3d8Ro4cydYcNRi+Hwrfe++9991337S0NO37dO7cmYMliqDgiMvl6ur7oE8OV7iNyqiT2IhCZCJOgigKkhs0aBBqTma/fv2ov0uXLo6Cc+WRSMsiIOTUsvi3fOtRbteBJw6PS4zGJ7W8NS1qgalMpT1RUUbP3drmFW/QmsMSXhDdokY1ZeO+rVuzoDTr52Uv53Us3+Pf/3ElJluWYcJRivFHmqY5SxmgZxGWWWZ0SmrmkWOVBsmmqbzxtUBLWkfOsDYekNCsoeEzJjT7I1bVHwGre5/2bTqk4LnqXzayShiGVm5XlLtj79jF6yYpZTuwSPJhWrtsDlLaY5Z/P/fJv7Z8OfTZx9vvt587IUk1aT8128SmUspQOirz0MOiEhM0dyKCQH0QMOqjLLoRiYA2XMbYM0Zyjcju1b1T9n/MShxhsOCvKK7ICfhRtLrXEdKaHLrAGphoh0iWd/7qrybOeSTlrMN7jB8f36mLsrmYh3UUu44aVDVVaT6WFZPZviNhE3qoIyREBIG6ISDkVDecIl2rXae0/sO7KMWSV3NVreWzUz/ttb62klJifSc0PMKbIiQiRuiOLZwJMcwQVV7x+smLny0aENvlnDNSBw02ot10lUdK+S6q6scu7qPtqo+cHLsgNXNjaavXWeOj4uI1tWnFRclHEKgzAkJOdYYqkhUtNrQOHTciPjEGHxLJHd1F3yxLmX2Gdiwu2/7XRXehHhGPi8q2TV329vL4xcnjDuxw6BHu5JQdLNKAueAvApJWxoiRGXuNjAiQpBMtgICQUwuAHoJNsuGTnJ6w1yEDal0Uh6DhTWkSnlUr1+BRXRdvmKxazYdguawif8nGn+Z5/nAfPKTn+HPcKan1770PvIBiRlRUlxNPNFx2KBaQLclmQCBCqxRyitCBrV+3OB/QhqEHj+zWqVubVsxPltYqKSN6w7Z59cMvLLW3b9BZWlnK8prlm/MWTdn0fn4fV///+7+4zPaQVkC32KJj15MiAXlVkv4iMFXn409I7NmLyqtoSYYgUCcEhJzqBFMrUUrJSNjjYPtPc6odOzuqdX20EcUb4fV47f9QNaK7Xh3NWFZ+8aYpy96caf447KF/ZR411iEbmAZRdfhZcMuAjKAxKya9TcYeI42YWLtgROMonWs+BHgVm69yqTnUENiFPYZh9B7YccSYPrq1OpXOPdp4TZMgchdIRehjyKXMLF61ceqHc+7oetbp/a6/znC7iatMvurQZW1pU2vL0J1PGkfYpJVmu7gO5URFEKgGASGnakBptVlwUmJybK/BHRKS41ohCFrr4aN7r9s2p9W6VK9i706ZWhWXbft4+i2e/um9r74soUtXV3S01vaj6maFVjvibOImHEqbPfZM32037Xbb2ZqnSj6CQAMQYC41oJQUiUwELNyJVr0G2cFTTIw7MjtZa6/6Du08c/mHrPhr1Yq8h5bvoNHCHWiS9h9tMkvKcycteGpNu00dLz2r7b77GnGJ2vfMPqJStlI1KFjKnZaesfc+sR06OaTkXKvRbEyWlG0dCDAbW0dHpZd1QMBxJdEx7sEju3Xo3kZpPnUoFikq9s+EuFRR2daafG+kdLSmfjiUw9VSTAXLKq0omL/22wWeKSnjDux0zDHRyWnQlh1AaR5XU4kRHd1239FtRu1Vw/NqikiWIFATAkJONSHTOvMtZwWd0SFl+OheSSnxFhmtBomk1HjT8ihltIJOa2Xzj3NVAR+6both/zFYEsprlq/eMn3m5i9KR7XpfOapyb37KmVAUapqca3jO3dud8ABLt9/nqTkIwg0DoHIJqfGYdNKS2ulNJ8Bw7sO2atHlNulOEmw3ZRSikcq8j5aae3j5N6DOhaWZinFHaJa2wcU/MKY+yABC8uyzA05C2au/XRlx3U9L7yg89ijtOFyngKR9s0NCroTE7uOOzmpRw9NIVt4KCIINBwBIaeGYxeJJbXa4Vbc0a5RB/dPSUtS+CFNLlPF54e4jzDRdn+00gP36DZ7zcf4Ym1ntPIv3+6dckbcvhaX5Szd/NvvhZ+2Of7wnv84R/v+0BFTAxqz+clS7Q84IGPkSF2Hnzhv5chK9+uIAB6njpqi1roQsLROSo076eLRmg9OSJkqMn22tizbu7oMIyEphhDBsMOCUOpqS847aAnZboFleTfmzJu49D8Ve2QOuPr6uE4dfc8spc3o1ORup55uuFvjD9FsR0e+NTUCQk5NjWik1KfpiNaZXVOPP38frdjG0dqy81SkffCtFvyk7FfBtCzEqy0z0npZuT8NGUrAMbUuLF43efGzKzKWD7z15owRI7ShlSt6+KP/dsUnKPkIAk2HgP1GNl1tUlPkIWAM2qNLv+GdCJvMhji0UAdEK5t0tVaZXdJUlId9LNNSZuS/FpYdDNPb7VLnYbL/R13Da1YsWPf9nPwfO192Trv9D+h/3bUxGW3AsM61iGKrQ6ABHY78t7ABoEiRQARcUe5Dxo3o0DlNW3i0wCeRkLbsnzwjTrJ6D+64tXSxqTyGNpT9Cz+R0Ltm64PltWx+mrrmvcxzT207ah/Frm+zNSYVt04EhJxa57jXr9dpbRMOOWn3dh1T61csLLRZ8Gt2pozMrhmrtv5sml47Iywsb1kjNSsV0zQr7B1f2Dwyt3xbFuLW3rqQU2ufAXXpv2EYXXq32/Pg/slp8T597bs2zyXItVr2j0MYhEuGKq3ItxRnTnYgFWQrQqE5y7KjSOe6sz3w0PYMwLKUVhC4pdul9N6957iUuPb2PTnbVeSbINA0CAg5NQ2OEV+LOzqq//CuA3fvFrX9Z4gjp8f45PikmCg325aWss9g6BoJrhEsDevg9vM5QEqJ7zCk61Ftk3tpbf+wTAQjJV1rKQSEnFoK+fBrNyEpdq9DB/bo1z7CVsmWMjt2z9BxJV42qcJvWIJpMZRmWJaOcSf06Ti6c8ZuhpafHa8ef8ltPAJCTo3HsBXVkJoRf9SZI9t2iqjDJ61cXXq131QytbgsV7X2j1bKL6rKh0del3Z1Sh08qMuRUVExtm4VJckQBJoEASGnJoGxlVTCwtlKSU885eL9k5MTtP036Awd/ifhWpvuWF1Qtsljlin5VIsAZ01K22NtRaUldN5v8KVuV6wmp1plyRQEmgIBIaemQLExdYRTWa2UobTKyEw66bL9E1JiOaGxvVY4daEaW11RLsOlLQ5SqnnYmrO0YrCV1sr5p0ytUhLaH7XHrS6X7OYp+TQ3AkZzNyD1RxgCFuGTUl16thl71p5t2yUpPJcK709qm8SElCjT/vXS8O5I81gPbWtqtuwfz+txzIg7o6MShMcBRKS5ERByam6EI61+rXFVms28fkM7H3D8cDx7uPewfed0KzG70P575OHelaay3zfEjLHSLEVssVSntEH7Dbg4NtpejthTYOem5E4QaHIEhJyaHNJWUaHtvQzdZ2infY8YmN4uWdnxU1jOJfxscmpckbmqoHSLks/fCDDC3ACPoZXumD5gZJ9TUxM6Ke0fZZuz2NdFSUQQaA4E/FOtOSqXOiMXAcumI3e0a/DIHnsfNii1LQtqKyx7q7U2dIVZYno9YWl/8xhtKe0jHjtyykzrv3vPkzKSumkt7qJ54JZaq0Mg6LOtOiMkL+wQsLd8OHnQOiYueshe3fc9bGBKelj+UeqY2Oj4pBjL/uCOw24cGmwwna1WtleolemjIiszudcevU5un9LH0FHbn8k3QSAoCAg5BQXmiGsEx6aUoZXS2oqOdQ3btyf7ewlJscr3sTRPfKlQvWg+2K+tlIyEjE7ukvICFeomBwdKHIINja8xKz2p674Dz2+f0tcwopQdRPmy5SIIBAUB5mJQ2pFGIhYBrZUR5Y7a44C+R5+1d3xinLL/pLepQv9j/7kinZqeqFI3btg2r17cFPqda5iFlmbgTNMEGjMpLvOQIdemJ3bV23fzBKGGgSqlGoiAkFMDgZNiAQhYlrK00v2Gdz727L2SM+INm58Cnode0sL/KqW1jnK7KrxF5Z5i7lRr/xAGG0orQ5upCZ2P3uP2pPh2ylLyEQRaBAGjRVqVRiMMAc3pOZ5e6b7Du5x04ejMbhm+DpLt+x56F21wyoQXNtwxvpTtgwkaQs/QYFjEMCE2BJYyXTq6c/qQY0bemRCTpmEm+6uqEej7pepTyQkLBELdSCGnUB+hcLDP9lN8Ka20Vp17tT36rL16DeqkDWaXxn6t7SuJEBKLMxQrJt7drktSmafYDv1U6BkZFLy076MUg6Vi3Ul9Ouw3ZvBl8Hq3QwAAEABJREFUsW7frwdoLLC/+CYiCAQZAXtGBrlJaS6CEcDLa606dEs/7OQRg0d2i46OUj6nr3Vo+Th7F1Kr+MTYdj1dm3MXaT4+O1Xr+zBklh01qZS49kO6jR3R66S46JTWB4P0OOQQEHIKuSEJQYPqbJJlO3llX9t2TDno+GGjDh2YlBLHDhpS50qCoQhVWpbhjomKSijJzl/OrmQwWg3RNmxuSk/sOqL3KQM6HRIXTcxkhailYlZrQkDIqTWNdrP3FZ9PG/akgqVS2yTufdiAw07dIyU9UStDa6U5cddaKUdUC358ZGm6DO21PB77v3HCHSMtaFFQm7bY1ISQLQbC0Eq3Seq+74Bzu7fdI8adqBgpZY9gUA2SxgSBKgjILKwCiWQ0HQKx8dEDR3Q77YoDE1JiLUtDCYbjF5uuiYbVhC3aZWR0SDItD17aV4nlu7aOi8UCwbDPBC2zS5vhhw+7sW1yb0NHRXTnpXNhhoCQU5gNWNiZqw2d2Tnl8n8e12dwp6gol2kp309xWy3bEW263NFGryFts/NXtqwlLdO6NhkIlxE9euDFh+52XWx0qqHtT8sYI60KAtUhIORUHSqS14QIWIRMRmyc+7TLDxh72p6pGYkuHRKzzuVyZfaKXrz+xybsa7hUFa1j0xM7HTH85v6d9rf38TSG2198ExEEQgSBkHATIYKF3wxJNCEC/gW5EWUMHd3z2HNGdR+QGRcfaymt7M21lpqBVlSUoVxWhbe0CTsbqlVBPIhjnU6Iyejdcb9Dhl7bPrWfUoyPko8gEIIItJRrCEEoxKRmR8DlMnr0zzz6rL1GHTogvU2iHUFZzd5o9Q1oKzE51jQrYMjqFSIqV7OJZyngj2qb3Gv3XuP26H1qakIHP19FVF+lM5GCgJBTpIxkmPQDh5jWJmnUIf0PPWXEgN27ulwtZnevIR0LIvk/GNwZWG3GuKIHdTlyVN+z+mSOiXHH+x5r9lx9CbkIAiGHgJBTyA1JRBuk2UZSWkXHuvsP63LIuN2POG1kTGwM+3uKXMsOY7ZrqGb+WHrwqC4L1/5g0W4zN9Vy1Wtl904rbXZIHbDfwIt3635s+9S+hhHly1d8ZFMPEERCEwEjNM0SqyIeAdxiWtukYfv0Gn/DoXseNID+wk1K2/y042e7yWsu4QAsOT0uK39xENpqrj7sol6Q1Mr+W3muUX3OPnDQZd3aOb/GROYuSspjQSAUELDJKRTsEBtaJwJRbleHbumHnLTbaVfu36FLGuRkGcriq5nh4PjFUqbHspq5nZarHg7Sqk/H/Y4f9dDAzocnxrVVSl72lhsOabn+CMh8rT9mUqIpEHBOO7S2/+q1O9rVb2jXs6877ICjhyanxAXhl0E79cgo9xQYdusRyE8uw52e0OXAwZeP7ndBWnxHbf+2LWMWgT2lVyKRioCQU6SObKj3C1pyTNT2N3sexidG73fMkHNuPHzA7l3S2ybt8Kg894m962er1vBVp2wa1Wx3KbX76D5rsv/irEsru2kVzh8f59gQWVpHuWIykroO7zFu7Ig7emXu43JFE4xqpemf1mHfU3oh0noQkPnaesY6DHqqlU5rmzjugjEnXbx//+E92nVK0y6lHcO3f3NuGna1q2Anz9BGr0EdZ638XNnsZGc2rLoQKaVthLTbFZuZ3K9fx4MOHXrDbj2OjbX/Sl6IGChmCAINQUDIqSGoSZnmQQDisMMAw9AduqWdeMG+R5w6co/9+rTvnKa1zwM3ulUaUEq7DMOIsso8JVpBT3aLfA9b0VFGTIe0/kO6jh0z8IJR/c5OjMuwt0rDtj+t2nDpfAACQk4BYEiyhRHQ2qYL+0sp7YoyegzIPGTciMNP3WO/o4Zkdk6DU2x2sXwKztUOGlQ9P1ZiaqzXKqcWS4XLL/pope2PUlrZH8y2E2zidcnYbY/ep4zqe/ZuPY5PTeikbQVeam1ryZcgEM4IMI/D2XyxPdIQcLyqc7X7Fh3r7tav/T5HDDrmH6PGnrFn1z7tIBSFC9bo+EXV7WMRKKHJnl5eyQYSFiGGXQ/JUBa6aZsHMfvOy5S2P6p35pgxAy4e1e8fAzofkpHU3WVE2UrO1/YSzo1cBYGwREDIKSyHTalWZLbWKjrG1bF7xrB9e427cMyZ1xw8dFRPh2Z8VyinjmhQk6GUHjCi28yVH9rnTdvDLxXyH0tZCsbhEutOGdHrpGNH3rtn37N6tNszJS7TZbhD3n4xUBCoNwK8q/UuIwUEgeAigFuGhrTLZSSnJ/Qa2JEo6qoHTzj4xOEp6QnKdtqqjh87+DB0QlL01uKVlvLaP0mO169j4RZSs7fwtKG00Ta514GDrzhx74eGdj22XXKv+OhkbZDvA6eFbJNmBYHmQ8BovqqlZkGg6RDQNgdprZXSWke5XWltEkcfOfjSe44576Yj+gzpGJ8QFx0TZWhDK42KUnwjoSw+yvdxfrFXm26Xy1KmZVqaPTLIyvewBS+WVlpvfw1tY7UmQymNGDoqOio+Li5tSLejTh71yNEj7+6VuU98dKphuBRaaCjUVBh/xHRBoGYEtr8VNSvIE0EgdBGIiXV37t32jCsPvuzeY048f7+eAzu06ZCalBrnckVZWK0NrV0+/621YSk7UDLadU61XGWwFs9DQbRl2JykMFVrbf95DJcrOim2TXpil94d9hm7+20njXpsz96np8S3N3gaChaLDYJAUBAQcgoKzNJIsyEA90A7Cckx/YZ3Pv2qA8+85qAjThm52949eg3skNkpNSaWOAkVZZl2oMRXr0EdskrmmZa32Syqb8WWUlhoxrqT26X06txm+IBOh+438OKjRtwxZsAlbZJ7RrviFB+NDt9EBIHWgkC4kFNrGQ/pZwMQsP02u2NKGYbmFGrgyG5HnbXXCReMPuL0PcYcNXTkAX0HjujevksK+35otu+ctmbrFK/pUUqrGj+VHgXekkZqLOl7sEsFn5bSMe7EzJS+vTqMHtjl8BE9T9m33wUHDb58z75ndEgfxCNHyWcmFTqyPU++CQIRj4CQU8QPcevoIK7b7uj2b4bLSEiK7dY3c98jBh128ojDTrH/b47DT93jwOOGtemYkpSQGR+TrolYthdxSvmuNsnxxBYeapsZtLKvSuvtCWV/eHGcW67c77hq56PsahSZ20XvSJNIim3Xo92oId2OHtn71L37jt+r79mj+pyxV5+z+nc+KCO5W3RUAjrUiFAXVxFBoHUiwDvWOjsuvW4tCLijXYRT3ftlDh/dy/4feNslD+9x3IFDrjho6JWjB1ywR+9T+3Yc0zaph9uIUVAIhGCTw3bicr5ZlmlZ2rKU1mrHx3ISFrnq71xlKTJ8mZbWBp+E2PTO6UMGdx27V58zxwy86OCh1x0w+DLOkIZ1P35I17G9M/dtm9KLDT2X4XIqlKsgIAg4CAg5OTjINYIRgFfgEktpBVG5DCM5vkOH1P7d2+3Zp8OYQZ0PH9n7jIOHXnPcnvcdO/LusbvffMiQ66CuUX3OGtr12N4dxnRtu0ebpO5piR1S4jvEx6b7YLJJSitXUly7lMSOafGdOqYN6NZ2ZN+OB+zea9w+/c87cPCVRw675agRtx038r6jdr9tzMCLh/U4YUDnQ/pkju7Wbvf2qX2T4tvFuBMMw63smqAx6A1R8hEEBAE/AkJOfigkEbEIaI3r58s327XSvo5q7XIZbndUbFx0SmJcu9TETu1S+nZMH9y17Yie7UYN7nrEHn1O2W/AhQcPuerYPe89Ya8HTxj14Ml7P3bOga+ec+Ar4w98dfyBL47b+18n7vXg8aPuP3z4zQcNuWp0//OIhwZ0Oqhn+1GdMoZmpvbPSOoOERI8xbgTolwxhhGlFTY47SulLL6Ucm6dtGrwxxeu2aX9CftmF1/1aPTee+9dtWrVLuqTx60AgaB1kVclaG1JQ4JAiyPgMIHfjEq35Gvfx9DaMLTLMKJctrhdRnSULTFwzA6J9eVE88hloBBlGFEUoaAtipoRKqxFAhUC09UUgXKKi4uffPLJDh06PP/886ZpojRt2rTOnTu3833at28fFRV1+umnYz+PHCkqKrr00ksdnb322mvChAnUw6OlS5eeccbpnTp1ateu7YEHHrBp0yYy/XLRRRdmZrbv3r3bU0/9F33aeuqpp1auXJmYmOjXkYQg0NwICDk1N8JSvyDQBAiUlZW98cYbs2bNCmSIkSNHrlu3bovvM2/evB49etx88800BqNwRR588MFly5b98ssvqMBSDzzwQH5+fmlp6cMPPzxo0KDFixevW7c+LS3tkksu8Xg86CMVFRWTJk1asmTpJ598+vHHn9AuNU+fPh2djIwMFEQEgeAgIOQUHJxbZSvS6aZDwOVynXzyyU8//XS/fv2cWv0M5Nz+97//hWYGDBjArT942rp160knndSxY0cyDznkEGhp/vz5c+fOXbRo0ciReyYkJEZHR996623Z2dklJSXoIMRnHo/XMOxfDeaalZX17rvvjhkzZujQof5qURMRBJobASGn5kZY6hcEmgABt9tN4BIfH09dDkk4V24R9uV++umn6667DjVu/cLtlClT8vLyyGFfjrCJK5KbmxsXF0cNMBybgiTYAEQHSUlJ2W+//QitXn/99dGjR3/33XeFhYUHHXRQbGwsyiiICALBQUDIKTg4SyuCQDMi8PHHH0Mwo0aN4hrYzIknngij3HrrrZdffvmnn37KIxTgIY6RCMV4xC2ZiNf795/MQJ/jqH322efwww/nWIvdwldfffWKK654//330WxtIv1tKQSEnFoKeWlXEGgaBAiDfv/9d7bvMjMzK9XIdtydd955yimnHHXUUUcccUR6ejr7fklJSVBReXm5XxmKcmIyJ6d///6cMMFMH330EfpsBnLytO+++z7++OPs/kFpjppcBYFmRUDIqVnhlcoFgWZH4PPPP583b96wYcNiYmIqNUZ41LNnz8MOO2zs2LFES+zy9enTB+7hFAqacZSnT58O37DL59xy5ZbrDz/8sHz58nHjxnFwxUEXJ14FBQUVFRU8EhEEgoCAkFPTgSw1CQJBR8Dj8XCGdPzxx0NOBEC0z8HSZZddNn78eIhk9uzZGzduhGwmTJhw8cUXk5+QkDBo0CDI5tFHH+XRggULbrrpptNOOy2Q2Jx67rjjDkIlaCw5OZljp1mzZhGioeY8pSERQaBZERByalZ4pXJBoAkQgF2gnNtvv52NOwIddurgjOeee46qp06d+uOPPxIM+X/EPCoqihMjtulgEUKfY489tkOHDk8//fQ777xz+umnU4T8Bx98cP/992en7qCDDqI2NvHI5BENcUXYA7z55ps5bSJ99NFHf/vtt2edddYbb7wRHR1Njl+NtIgg0EwICDk1E7BSrSDQZAjAHIQv99133ybfh4iH7zAKDUAwkydPJvRBh1sEWrrtttueffZZWOrEE0+cNm0a+l999ZXz4xKOWlpaGpxEyEU9sJcUXzsAABAASURBVA67fxREtNZckbvuuuvMM88kgf7uu+/+5ZdfLl68+OCDD+YWZuLKIxFBoFkREHJqVnilckGg6RGoLzc4+s61qjXV5u+9995+xvIXcTSdqz9TEoJAMyEg5NRMwEq1goAgIAgIAg1HoBHk1PBGpaQgIAgIAoKAIFAbAkJOtaEjzwQBQUAQEARaBAEhpxaBXRoNFQTEDkFAEAhNBIScQnNcxCpBQBAQBFo1AkJOrXr4pfOCgCAQ/ghEZg+EnCJzXKVXgoAgIAiENQJCTmE9fGK8ICAICAKRiYCQU2SOa029knxBQBAQBMICASGnsBgmMVIQEAQEgdaFgJBT6xpv6a0gEP4ISA9aBQJCTq1imKWTgoAgIAiEFwJCTuE1XmKtICAICAKtAoEIJ6dWMYbSSUFAEBAEIg4BIaeIG1LpkCAgCAgC4Y+AkFP4j6H0IMIRkO4JAq0RASGn1jjq0mdBQBAQBEIcASGnEB8gMU8QEAQEgfBHoP49EHKqP2ZSQhAQBAQBQaCZERByamaApXpBQBAQBASB+iMg5FR/zKRE8yIgtQsCgoAgoIScZBIIAoKAICAIhBwCQk4hNyRikCAgCIQ9AtKBRiMg5NRoCKUCQUAQEAQEgaZGQMipqRGV+gQBQUAQEAQajYCQU6MhbGwFUl4QEAQEAUGgMgJCTpURkXtBQBAQBASBFkdAyKnFh0AMEATCHwHpgSDQ1AgIOTU1olKfICAICAKCQKMREHJqNIRSgSAgCAgCgkBTIxB8cmrqHkh9goAgIAgIAhGHgJBTxA2pdEgQEAQEgfBHQMgp/MdQehB8BKRFQUAQaGYEhJyaGWCpXhAQBAQBQaD+CAg51R8zKSEICAKCQPgjEOI9EHIK8QES8wQBQUAQaI0ICDm1xlGXPgsCgoAgEOIICDmF+ACFhnlihSAgCAgCwUUg+ORkKYXU0kur9se1lGyOR1ZomdMcXWzCOp2hc64Nr1Ywbzh21Za0lG8W1zgulmX630rLp1ptNa0vs0bEgAtQd+HJWh9eTdvjoJITw2laamt+aVZeaXZ+dZJXmltYoRvdxUa+YJs2bZo9e7ZTidaNMIcOW1ZpdlYtUp6XW6/uFhQUzJo1a+PGjYsXL165cqXX661X8UDlnJycOXPmbNu2LTCz0WneZ+01K4pKt9YiFZ4Sf0MOzv5bElo3AnPK75CqNe940vLf627b5s2bGaa661fbN60tr2nlbyvKqyL52wrzc4rJLy0ur7ZsGGUWFxfPnDmzqKioWpvrl2mTtN5WUp5VXJZVzLWSVGQXl+eWl3tttWoqZrwQ54E/4dzKtY4IBJWclNKlZZ63flz52vfLX/9umU9I/C2vfb/sy6lrnVVJWVnZG2+88dFHHwX6Xybfhx9++O23365Zs+af//znn3/+qar7aN0o7/bTTz89+OCDge1W18gu8nDSSltmednKN15f8fprNcmGiRMDK1q7du3dd98dmDN16tTnnnsOTmKKV1RU/Pjjj6+99tqWLVteeeWV999/v7S0NFC5atrR/O2336o+mjt37kMPPTRv3ryqjxqasx32wtKsqUvfrkU25iz0N6G1XQq6Zbjvu+++Bx544PPPP6enfoWGJRi+Z5555s0332xY8eYupbXda1rBwhdffBFrSVcrkydPfuyxx2pRqLbUTpl2U7qsuPz7j2d+9+FfleTbD//6/sOZXJfOW2+alta29j333HOX78MM+fLLL1nBMP12qrMlbliNPfHEE7NmzaqpcdzCvffeu3r16poU6pFv42C9v3j9q3NXV5VX5q5+Ze6qr1ZsLiz3BNbJMM2YMeOHH37gvdPaRpKnmP3VV195PDtpkt9UgkN47733qA1vMHPmzAULFjT+9aG2FpegkhNjxUrjj4VZv83f/Mv8Tb9sv5LYLr/O3zJzBQt5RlUbhvHLL788/vjj5eV/L+iYdq+++ipXJsH69etrGm/c7i233LJhw4aG4UvkNH/+/Ea+jXSW1i2PJ+u3X7N+/aUmyZ07BzW/QE68Xf5bElOmTHnhhRcgJ6017x6z8MADD+zcuTMz3sEBnVoEiPAshYWFVXWInGCmvLy8qo8amVNaUbhi8++1SG7xTkODJRAwL3C7du1SUlJIlJWVNdIGhg8HwevayHqau3h2dna1K33sR2ideb5kyRInzW1Dxaoo986ftqpamTdt1YJpqzevy/G3AjllZGT07NmT15Bl0KefflpSUuJ/Whcb6qVclwrRwRVs3bq1Fs/La4Jrrna2U7x+4ltd/rkx56d12VXll3XZP6/bOntLfpmXHdG/K8bCf//739dee+3rr7/uH9bvv//+jjvuYGH9t16TpljVsU6lytzc3HfeeYe1XfO1RStBk6CSk9Mr4mDtG3jfLT7cL76MHRe32z127FjeTPavduQp9jeYfwMGDOjSpQsRxogRI/yPAhPr1q377LPPGKrAzHqkm0zV37VaEjs1xiuNBGZxizg57du3v+mmmw4//PDo6Ghy/PmkAyUwH3d//vnnjx49OlDBn4bw/OmqicB6qj6tIYeeKs2/Gh5Xm81q4K233ho+fPi55557wQUXXH/99XFxcZU0azKmpnyXy3XllVeeeuqp9a3HqdC5VirLbdX8uuRUW5BMZPz48eeccw4cQNov1Kl9HxL+zMYl9I7ivHuVhKMTO0cHjBrtnnzyydh22WWX9enTh6XDihUrdtRQ/XeK+B+QxnxuSXBF/IlKaW4dCVRwcqpee/Tocc011wwdOrTqo6bP0dur9H238WFHxy8WmKkAvNT2D4vm5cuX438INwmhnFzWH6DHI+e2Oa4Oemlpaeeddx4Dl5CQQCtOJokwlRYgpx1DWnm8dyBI/vbkmDFjYmNjX375ZeeeBRFHQd18Hzbi999//0mTJvEIxrr44ovvvPPOI444YtiwYSxbeKmWLVt2yCGHnHjiiRRhe4dHzmIcbmOT5Oabb87Pz2fwfv75ZyiQKpnxjzzyCE/JpM4gim/y19xeoD3M+0svvZRdR9TJZ5nGCrdXr14DBw5kH9Lj2zcg7KDXrHahcHpN+Hj77be/++67FEGIoo499tju3bsfcMABX3zxhdrxIcK48cYbd9ttN2pDgZh1x5NgfOe95QVmuceKBN7FG+Ks6aBpmn/99dfRRx+NV9p9990ffvhhZxAZ06OOOoodHnrB6v7MM89kbrBY6d27N+sVNsowGjTOPvtsIm/S27ZtY+lKB9mkYqCB67///S/5NDFhwoR//OMfPIUajznmGOID5gAFqQq1q6++mvAUTYTpgQ3YdsYZZ2AAZTHvuuuuIwdlWPD3338nE81DDz2UBexFF13EvKJaxx7HWTNRAZ+hYQYSB6NMDeyfgQAGf/3118xqSrGYYP3L+DqlUGtW+fuVq9JMYmJimzZtli5dylIPY0AA6E455RRetLfffhv1559/fo899sBmxoKwHkzIZBt53LhxDM3gwYOffvppcpDvvvuOCUkmlQAmXSaTRSSYsJdLl0HmhBNOAH/yEeYnaDD0Bx988LfffkvOzJkzcb7O/IcALrzwQpAHfxiUVwOFFhdnArB0BjdsxslUNYlXErK/9dZbmST+6KqSGluX7KAw4emyAxT73rg45jkuiwkDOLwvlUoBPkE2g8VcwhLGi1MAGsIbEHGSgz47LlTLhP/mm29qiUHRbHEJPjlZPmfsfx1IBMpOgPBWHHnkkRN3nMowqOAOY3Xq1In3ltnpjD2OFWeBC4CWQBx/xCYss5aX4eOPP8bhokYE5owN48cmEq6Q8cPvMGw4LNY1OHdKER0zojsZ0RI3GOmXwPbpKft+2I+RCN4BV85r+eyzz+Ij/vOf/6DMu83MZvoyiZn9AEVcAgI8Ik3UxWYXCo8++ih7ekBKPoJ3wL9QhDef/RwKAhFN8CgIwi4ljoY3FoLJyspipGgaYYVB2IcvY5+WPr700ktMBp5CUWzrI/DThx9+yLHcQQcdRCY9Yl3Cvgq9QI33mUUM9vN6k37yySfxsPTx/vvvhxtY06DDG04NROcffPABbhc8qQqEp02bBm+tWrWKPRM8ApufQMRsYabBWMnJyZgHS3322WcQOWtkXCTtMjo0R1vo4IWpFvvpFCsG8pnMzMk//viDrVrWttRMJv1FnwS2sX9LH/EvuGOCSPwI+Q2WJikIRAA7ZMgQXkYqhFCZOfAQXo+5BP4IuPEqwRC8SvQOl0dHYGWGA7rt378/BVlHskg67rjj2HbjKZ6X42Ty8c7sGf766690HHYnAVfRKOCjD8ILFy7k3bziiitQxhJeZIaDNEfOLFB4iib4/+tf/+Ip+S0rzAomGyx7/PHHs7xgaUVfAk1iAmA25M2cZ5UMSvgxv46TuOGGGy6//PKkpCTmP2EQQJHvIM/aFDRwDuygMBC87IGVcwsavBc4CvJZQ7BCYp+cwfq///s/GuJ086yzzmLlxzxniwK2oyo0Q1OCT071w+Gkk05iOk6ePJnh4aXFsfLOAy6TgByuTnXk8G6wzmLjy5/pPHKu/kwSiJPJHOIEi1iBlTXbX6x3cBDOoxa8Yl7fgA8+EV9ZrT0cPjGPeTRs2DDCHfABE26pAZZt27YtYT63foGDmaBsoKWmpuLx2fUi4TwlAsMpMFNBEoQhPKB2HgXhihl0BANYYTCI8BCvGcbADenp6bhpKASrOnTowDvm2AODMjfoOMJrzAjy0hJnsyjBUeKzAMFBw7lS6pxzzsHfgQlYxcTEXHXVVeiQzxYiMRPswnyAxUEJr4GLYfHLsp2FP6DhQ9knjI+Px6o999yTfGIs6I2QNCoqCtbHBTNLOV2gQgSr4D/sIR9njUnQGzWjQC/wFyxdMQZNv+D9cUOZmZnYQCzCLesn/9PgJwAfGBmLTz75hHiF18RBsmPHjrg8YIShWdezqujatSuzhXAQemBZQ3+xnKe8TawjIVpAY0YRiTJjGVlwRhkmI59+8eoxFgBFzQSdLAugH/RHjRpFIAWGAM7cRjNQWI1B9qDqdrv32WcfZojjkQN1WiTNpOIl2m+//YAFbgYEvxmsXf73v/8ddthh0Dn+ijUKcw+G8CtQljRBJ6srltpMEvrOeghAyEfoLFwOtbP1zUKNo3EyA8WpgRzW5RAVBkBjrAZ4wXnL9t13X0rxEiHwHMPHyhXl0JTgk5MvcLK39khUlcoo4UNZ0bNixTuwfMZDsYirrKQUfoTXgHlc9VFgDm8X4s/hLfrzzz+feuopll2MH1Mn8KlfLcgJbGDF5JfbbrsNR4AN5HMNFF5yJis5dJy3ndeeV5RbnDWgkagkLOTxpHgZ8nl/AI13w6mWOUroQNDJcoxFLl7DyUczOMKqwokw8Di8k5wn4+DwUxADu7LsAiF0E5ft2IPlvGyknbcRV0gaoYNgUtV41NChy+hAMzhE3B9pBKzwIyQQ4io8LKt4pgRC68wr6oQz2DBkA/C+++7DKqDGZTAnYXrU2CcBNOonS+70AAAPcUlEQVSBvagEYaHDFcFI2Ah7WN3jYugmmdUKs5EVLuEvFcJ50C2lqtUMQiZwsQvK8oW4kCicNTiokknTuEsAIcH7wrRBgZCR0WH7ndEBZIifPTq2+Fj+s/vEkh8KYT7jSWEUeocAC0PAEFMP05U40qmcVRm9JppEn2lPPgrVCpsobHXQLqEboTOlqlVrqUy4ljUQ9MAKhrfJMYM1Cmbjweg+OcAIGTsTg1u/sBdKKSaDM9OYGCyVnKdACrxgxbRkEcPOh79yR8GPAyEa3pK1Gvm8LExIcGZRxXDAfAjrCfBnXYVCaIqPnIJrmrWdmWpqFcb6+xGwsnAm2GfphDtgQUpA8PfjuqVwRgwnulwREo7Adgw2g0SgzZqOV8vJD81roOWOhUxZZy5yxaXSTSjHeVTtlVieqUwp5ylpCpJm9hOfsRwjeuAEjhUumcEXjMc34bkGDRpE7MItBuPNGR1H2D3HD9bXMHBzuukvyC2vZbWOD/6jUZoDB4TdJDYDWdFjDAEEp/HMQ5b5bEChRiZbWygj8BbUTtjnbyUwgQ14Iq6BmZXS7HexHGZ0aJdQwOFRTK2kFpxb2iX4Js4jEiKshHTJoenALtAjEGD5iMEgQJTDVhtvK/PwkksugWVx0LfccgtrdtAmE1/ph4uhhOYhPOqsVqjZPz+rKsB2rGAIAthgpE7mbVWdFs8BFhaCLF8Ish30eNGwCp/G1RF8Dt0MZAiwYjUGkhQk+oGkHU3nCixOgukHpFTo1OxkBl5ZCcHugTlMLXahec1Z+bH6gfkCn4ZgugXICRQs+8f1IKGqwsPKwvE+c5HIZuPGjWx3+Iensl7APa8NQ84wO3nMAEJ+VrsMJIcQbAQ7+QwPQTejhU/BITLSTn64XGFrToawlq4RAtJNfCu3NQmRFrCwaEKBuYufpSDuBnA4dyHkx8Oyl0I9KDRYnB9kUtuXIFWH2MlRgR/MCDxf4a1jicdAs8ZkUFhi44MYI6577bVXYMFKacYXqZTp3JKP9yd25Ja+cz7MriDpSoKrRZOmWawgtAgsuGbCLK6nnXaasxfHLTyKl2H1io6jyU4OQVKlCoHXyenXrx/6bLM4t8xDKnHSzpUVNIti9luokCFgpMj3FyfdULHsnzHjUmN5rbcPVvUaWmseaG1fSfiFdQNDA5jEUs7ocIUneKeAhdMUNlphLCIA8GTuMZQMKzp0EOFd1rpynU7lrPEJQ9kF5ZV3cjjKchLOlYiW2IJVAnF27VPC0W/cFSOrilNlbbByqnTmmWey2cvuqNbUoHg9mV3MPXjCKb9o0SIwdBYiTg6RDeEgCwIoiuUOR+xOvnMlVHISvDJQO5veYOvkOFet7YZIs+9NaMualbQjtMsWFHzJeosQlvM8Jz9kr0EnJ8v+gYgahpRsnnLdCS4mNB6TRQSR6W677bbTsxpuiHl5EzhPYquKEcK/sExmEcfOA9tWhEpOOXwfQ8ueDOeEzAMo0MlvuqvTF7tTWtV4rb05ZnMlBa21k4kvY/3obG4wp9lG4FEl5cBbkGS/m7OQ5557jhCE18ZZW/HO4F7ZAWc7CxzY1A4sVZ80/UWUj59I1CJ/10pf8DU4fWImhowesV3GRjx9YcWAzayy2XrlEWtt5ycL/i4ckCJJEa6BEpgDM7Gc552HANjHI2j2a/rVeKXHjx/PjhbzBGAJ4N5++20cAUSCPjkcCwE7QQAziiNltrywinyOpkCVcxp/nU6C3jmV44NOPfVUesc2FAc5lPIvktBEjdnIzGQ2okA3nR1aHjVWGAzGwV4O1liTVlrbD9GzvwV+YVjgbWAaHFg4sqsBCCzGmTyAxiIJZgJkegEszDHcK2QDhWit6TVuEWUiA3b8Amtz0uiQoGZiRxBgSvBuAhprU/IRFBBiWd5xMpkVjBHLDh41sYCbXaPF96ovr2Ej5sPM1qnxC+5kDrPz6WgwmdkcJh6Frlh8gADbyByF0l9HgSseiVU1pAKBQcm8lWQizkDQWfYwWdkALMsj5iFo8LSqMDScVTN7gZHmeKnZg6VOVqI0BymSU7VUSOUYwbTGnvsMqIWbrqFZZkGVJ6yj8SY4grPPPhuP4DznSJl1Ewct3LJcZU+cPQTSjrA6YBRZVnDLgpdbfAf+CK/HUg6WYiuAZSzLZF4V6mf1x1hyusNqjiJcmTHMEtKNEUvRW7sCy1674rKrEftxwBerLfZ2AjLUyJEjCWictRXv5MUXX8x0Z3odffTRvLQnn3wyG/SciHC8zPtMQTblcK+OPrfQz/HHH88rQRoSwjuw8YK3ZWWKC2bbivnNEoxFLs6X2UwTGEC1uGmK1FPoL+IUIlGLODr2lbeLZcf555/PmBIIsksOFXFoQT7GsCl03HHHMXDYhql4cPIZcfR5OSnP7VlnncV4OW8vOhw1s4hh+JgwDDQ6CGpENoDGqoVpg3+kEvKpBHiZG6SpATWmwXXXXYcaxoAeVYEbowC8DtQQJ8sd9JmTcDkNkU9BbCPiIR/8aYjaSNMKy+ehQ4eiwK4gp9P0hW0c3BYxBAqMDsIkpCGWtKgxYy+66CJmKbVRCSuz008/nVZQboAw96hze0EGZHsq8BuNmLjgwCwQ4F3jwd9lfY85RT/kkEPI990p1jos85m0IMCkYu4RIRFRERix70QmwwQPMcF4xFAyBKjBwcSRwEUljAX4UANpBCY777zzmN6gAc7oEIcxptdeey1PUWNMGTLGhdUVm/xEA1ypmT00WmTCML3BHOXGCKDZuzu2p3Jp+y3Wauer7zdvfZmoqp0+DCX2O1mwMuPILWPKdg4LFDY8cUf4LqCAd1mT4ZEcZedKH+k4fokeffvtt/Q9cAiYM0wSgn6YhunnzFvmBghTnAStcyW99957MznfeOMNjrWwgZU3NTN8BOisRFkD4UYcTZRDU4JKTgxmcnz001eMeunqfV6+Zt8qMvrlq0ffeQaxUeUBx1XhMg466CD/OHGiiGtmZgMrayjcE/OYtCN4E7wDTpbomHnMgLFwu+GGGxhOhopMggx0EKYI+Xh8Ns0ZchwQNbBNgYOjFOlGiM3BUfFxe73w8qiXXq1JBt54U2ATuGnetMAcLGdCO2RDT3lL6TXvIXyMC6AvTDgUsJxMCvKUnKSkJNIIDA3TMFNJI9TPy0/vWMXTd/wCboJ8uMrJB0lcIf66AWd71IOwwGiT1OP0MU/VIgM6H4KmX+gdbx2NYjkmwQS8yTxlCOAqciBRxmjcuHFdunQhHxyuvvpqnBRppgTdufDCC0lwy8vMuFMDZcl3yMl5BN0y+mhSFb7PwvVoPWjQIG6dalFD8CCsVHAfoMrWB16VN59ZBOCYxxQCduBFk8P/I444AkvIhx1hETpCtdA80wkF7MFR4qCZUaQhG/qCPjbg1mmITACnXyjTCqUwHhwYL4x3FOgL+g32I9RMK0hSauzVD5547b9OqiwPn3TdI+OuffjE0UcOdrkM7EeZSej0kbRfeAS5Aqm/Tt4geg1QIICRTqfwxUxaphOZcEnXrl3RZ3KCJF2jX+jDx9AYNfPaookOaQRygsJRpmZAo070GQXYnafMUnKcZSgD54wRVdEuGFIEtMlkeqDcGGEOK6XxV48cOPC1sSOqyutkHjn8lr36tolzq4APjE5EQuDoz2NdON33YW4wiJjNTgDnSZz6sJHD6JPvV7Ysi5kPbmz/vvnmm/A6G3HoM9O0xhzFmgZyoiyrbd5f5gxlORckFifBy37//fc7+jyicjTfe+89YnpmL3MYv8dmEjnEtVROXAVjUTA0JajkBASG1ulJMW1SYjOSY6qVlIQYpexhUAEfBoxRB25/ntaaHPLJYciZl06aW0e4RYF8npLDlcULOS6Xi3p4f6iBfG7JRNDnlUDIRIG4igTCC8m14aKNmIyMWsSdnBJYOXZiTGCOYwz5ZHKlF9hMmq5hM8LkJpNHZCLkYLzTO25JoEklpB2h7zTBlXp4hH5gPjkoc+Wpk1//q3YZ7oSY9FrE7YqtVC3NYTZ9oWls9j8lzaBgMI+w2cmns3SZIs4tBREnTSaP3G7bZZDwF6EehM6S6TTBLUXIoSylSPuFTKdFNGnLyadObKB4oDJPHU1/PtWSg81OKRSon7LOLQmnEppwcmgCIymFUDNP0SdBPmXJpAg5JBz9hl61YbiS0+KrkXQyE5LTE2PioqncaQgznAQ5fiEnsGvkk2MYBuahj/g7hf0AQo4fB0eZnlIDtOfPpwjF0UcBobMUpFrSTs3oU4pbBDW/MjqknSaoBB1yKEJxrig3Umx+wlnFRreJq1bcbeJjUmLdldrCBpYUkIS/dWxmYwPW5BGZ6NN9bmEF1n9+HHiEODr0CwUoNiMjg6rYUaAUTxHwoRSPyKfX5CDkcEsCNVbtjj5VUTlRLA1hAHU6OZhHDkUwg9WSvxKKh5oEm5xCrf+7tIcR3aVODQqVKbYGtcjLDrmOs/Bko+y0006LPKylR82DAHMYqaXu2p/WUrCBj6BhdhGgXso3dsVMFeEgQk7hMErV2Sh5dUeAJSTniBwx1r2IaAoCIYUA+4Fz5sxxNuEbsWIOqT7twhghp10AJI8jAIFW8jJHwEhJFwQBPwJCTn4oJCEICAJBRkCaEwRqREDIqUZo5IEgIAgIAoJASyEg5NRSyEu7goAgIAgIAjUiEDbkVGMP5IEgIAgIAoJAxCEg5BRxQyodEgQEAUEg/BEQcgr/MZQehA0CYqggIAjUFQEhp7oiJXqCgCAgCAgCQUNAyCloUEtDgoAgIAiEPwLB6oGQU7CQlnYEAUFAEBAE6oyAkFOdoRJFQUAQEAQEgWAhIOQULKRbYzvSZ0FAEBAEGoiAkFMDgZNigoAgIAgIAs2HgJBT82ErNQsCgkD4IyA9aCEEhJxaCHhpVhAQBAQBQaBmBGojJ+371FxWnggCgoAgIAgIAs2CQG3k5PF4CgoK8uVTVwRETxAQBAQBQaA2BIqLi+tIZTWSk9vtTkxMXLRo0V/yEQQEAUFAEBAEmgKBdevWdezYsS78VCM5xcXFDR8+fODAgT3lIwgIAq0HAempINCcCAwYMKB///6NIifDMNLS0rrKRxAQBAQBQUAQaCIECJuIfBpFTnUpLDqCgCAgCAgCgkBzIFDjtl4dGhMVQUAQEAQEAUGgWRAQcmoWWKVSQUAQEAQEgcYgIOTUGPSkbPgjID0QBASBkERAyCkkh0WMEgQEAUGgdSMg5NS6x196LwgIAuGPQET2QMgpIodVOiUICAKCQHgjIOQU3uMn1gsCgoAgEJEI/D8AAAD//5BZ5RkAAAAGSURBVAMAE4SypBW6i4gAAAAASUVORK5CYII="/></fig></p>
			</sec><sec>
			<title>Discusión</title>
				<p data-start="426" data-end="905">La diversidad de perfiles de los encuestados con relación a la apicultura subraya su relevancia y atractivo, no solo como una actividad productiva, sino también como un campo de interés transversal que involucra a individuos con diversos trasfondos y perspectivas. El hallazgo con respecto a las actividades que realizan los encuestados sugiere la importancia de enfoques inclusivos y adaptativos al momento de desarrollar estrategias y programas de capacitación en apicultura.</p><p data-start="907" data-end="1330">El análisis de la escolaridad de los encuestados revela que cuentan con una formación académica avanzada, destacando el interés y participación de profesionales titulados. La presencia de este grupo diverso y educado en la muestra puede tener implicaciones importantes para la interpretación de los resultados, ya que supone un nivel de conocimiento técnico y una perspectiva profesional en las respuestas proporcionadas.</p><p data-start="1332" data-end="1949">La alta proporción de individuos jóvenes que participaron en la encuesta indica un vigoroso interés y, posiblemente, una participación activa en el ámbito apícola. Este fenómeno podría tener implicaciones significativas para el futuro de la apicultura, porque sugiere un relevante aporte y compromiso por parte de la generación más joven en esta industria. Así mismo, la presencia de individuos que poseen un número significativo de colmenas evidencia el compromiso que va más allá del simple interés ocasional, fortaleciendo la hipótesis de que la apicultura es aceptada como una afición y una actividad económica.</p><p data-start="1951" data-end="2361">En relación con las necesidades de capacitación para desarrollar estrategias efectivas, es esencial comprender la percepción y las prioridades de los apicultores. El análisis detallado de estas preferencias proporciona una base para la planificación de programas educativos que aborden de manera eficiente las necesidades reales del sector apícola, asegurando un impacto positivo y sostenible en su práctica.</p><p data-start="2363" data-end="3250">De acuerdo con Pérez et al. (2015), la formación apícola puede tener un impacto significativo en la política y práctica, esta afirmación es el resultado de determinar las necesidades de formación e información en el Centro de Investigaciones Apícola de Cuba. Igualmente, los autores identificaron áreas clave que requieren atención y desarrollo en el campo de la apicultura. Al mejorar la capacitación en investigación apícola, se puede lograr avances en la producción, la calidad y la sostenibilidad de la apicultura en el país. Además, mediante la implementación de programas de formación efectivos, se puede influir en las políticas públicas relacionadas con la apicultura, promoviendo regulaciones más sólidas, incentivos para la investigación y el desarrollo en este sector; así como fomentar la adopción de prácticas sostenibles y tecnologías innovadoras en la industria apícola.</p><p data-start="3252" data-end="3998">Para Sánchez-Gómez et al. (2022), en su estudio sobre las características y necesidades tecnológicas de los apicultores en la región centro-sur de Jalisco, la formación apícola puede tener un impacto significativo en la política y la práctica en el país. Al mejorar la capacitación y la tecnología utilizada por los apicultores, es posible abordar, de manera más efectiva, los desafíos que enfrenta la apicultura, como la presencia de plagas y enfermedades, la deforestación y los bajos precios de la miel. Además, la formación en temas como la comercialización, la elaboración de productos y la cría de abejas reinas puede contribuir a mejorar la competitividad y la sostenibilidad de la actividad apícola en la región y en el país en general.</p><p data-start="4000" data-end="4446">La implementación de estrategias de innovación basadas en las necesidades identificadas en el estudio ayuda a fortalecer la apicultura, promover la organización de los apicultores, mejorar la calidad de los productos y aumentar la rentabilidad de la actividad. Asimismo, al fomentar la formación y el acceso a tecnologías adecuadas, es posible impulsar el desarrollo de la apicultura como una actividad económica viable y sostenible en el país.</p><p data-start="4448" data-end="5211">Por otra parte, en el estudio de Albo y Leveratto (2014), realizado en Argentina, para los autores, la formación apícola puede tener un impacto significativo en la política y la práctica de ese país. Una formación apícola adecuada puede aumentar la competitividad de los productores apícolas en el mercado nacional e internacional. Lo anterior podría aumentar la producción, la calidad del producto y la eficiencia en general, y, a su vez, influir en las políticas gubernamentales relacionadas con el sector apícola. Igualmente, la formación apícola les permitiría a los productores comprender y cumplir con las normativas y regulaciones vigentes en su país. Esto podría llevar a un mayor cumplimiento de las leyes y regulaciones relacionadas con la apicultura.</p><p data-start="5213" data-end="5499">De acuerdo con Albo y Leveratto (2014), la formación apícola promueve el desarrollo y la adopción de tecnologías sostenibles en la producción apícola, lo que podría impactar en las políticas gubernamentales relacionadas con la sostenibilidad ambiental y el uso de prácticas agrícolas.</p>
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			<title>Conclusiones</title>
				<p data-start="289" data-end="986">Los resultados de la encuesta señalan que existe un gran interés y demanda acerca de capacitaciones en temas apícolas. Estas necesidades deben ser atendidas por instituciones gubernamentales o académicas, con la finalidad de mejorar y promover todos los eslabones del sistema producto apícola. Las personas encargadas de atender las demandas de capacitación identificadas en este trabajo deben tener experiencia en el campo apícola y con un conocimiento amplio. De acuerdo con las respuestas, se recomienda que los expertos que brinden estas capacitaciones sean personas que han alcanzado sus conocimientos a través del trabajo en campo, estudio constante y capacitaciones en los temas apícolas.</p><p data-start="988" data-end="1967">Un punto sobresaliente que se puede observar en los resultados es el interés de los participantes por tener algún tipo de formación relacionada con la apicultura. Esta formación, según las respuestas, puede ser desde un taller práctico hasta una formación de tercer nivel. Sin embargo, en Ecuador no existe una institución académica que forje a profesionales específicamente en temas apícolas; en consecuencia, es necesaria la presencia de una institución académica que pueda ofrecer una carrera enfocada en todas las vertientes de la apicultura. La creación de una carrera en apicultura y todas sus ramas permitiría mayor conocimiento y número de especialistas, quienes podrían atender las demandas de capacitaciones, así como contribuir al incremento y mejora del sistema apícola. Por tanto, el país se podría posicionar como productor de miel y otros productos de la colmena; además de favorecer los procesos de comercialización y exportación de los productos de la colmena.</p><p data-start="1969" data-end="2617">La parte académica siempre debe estar presente en todas las áreas, ya que, de manera constante y a nivel mundial, se generan nuevos conocimientos. El área apícola no es la excepción. Por ende, la creación de una institución donde se brinde una carrera de apicultura o capacitaciones constantes en temas apícolas es una opción que ayudaría a atender la demanda de capacitaciones del público en general sobre temas relacionados con las abejas. La institución podría brindar la formación de manera presencial o a distancia (virtual), en los distintos niveles de interés, desde un curso o capacitación de unas horas hasta una carrera de tercer nivel.</p><p data-start="2619" data-end="3251">En Ecuador, la formación apícola puede ser un catalizador para el avance y la sostenibilidad de la industria apícola. Al igual que en los estudios realizados en Cuba y México, esta investigación revela que identificar las necesidades de formación en apicultura es fundamental para impulsar mejoras significativas en la producción, calidad y sostenibilidad del sector. Implementar programas de capacitación adaptados a las necesidades y demandas identificadas puede influir en las políticas públicas, promoviendo regulaciones más sólidas y fomentando la adopción de prácticas innovadoras y sostenibles en la apicultura ecuatoriana.</p><p data-start="3253" data-end="3926">La formación apícola en Ecuador puede contribuir al desarrollo socioeconómico y ambiental del país. Siguiendo el ejemplo de Argentina, donde la capacitación en apicultura ha aumentado la competitividad y la eficiencia de los productores, en Ecuador se pueden esperar resultados similares. Asimismo, mejorar la formación y el acceso a tecnologías adecuadas puede fortalecer la competitividad de los apicultores ecuatorianos en el mercado nacional e internacional. Por último, fomentar la adopción de prácticas sostenibles en la formación apícola puede influir en las políticas gubernamentales relacionadas con la sostenibilidad ambiental y el desarrollo agrícola del país.</p>
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			<title>Conflicto de interés</title>
				<p>Los autores de este artículo declaran no tener ningún tipo de conflicto de intereses sobre esta publicación.</p>
			</sec><sec>
			<title>Referencias</title>
				<p data-start="272" data-end="516">Agencia Ecuatoriana de Aseguramiento de la Calidad del Agro (Agrocalidad). (2015). Guía de buenas prácticas apícolas [Guide of good beekeeping practices]. https://www.agrocalidad.gob.ec/wp-content/uploads/2020/05/pecu6.pdf</p><p data-start="518" data-end="848">Pérez Morfi, D., Núñez Paula, I., Font Graupera, E. M. y Lazcano Herrera, C. F. (2015). Determinación de necesidades de formación e información en el Centro de Investigaciones Apícola, utilizando el modelo AMIGA. Revista Uniandes Episteme, 2(3), 214–228. https://revista.uniandes.edu.ec/ojs/index.php/EPISTEME/article/view/142</p><p data-start="850" data-end="1099">Saha, J. C. (2002). Apicultura para el desarrollo rural –su potencial y apicultura contra la pobreza– desde la perspectiva de Bangladesh. Comisión Permanente de Apicultura para el Desarrollo Rural. http://www.fiitea.org/foundation/files/018s.pdf</p><p data-start="1101" data-end="1390">Sánchez-Gómez, J., Vázquez Alfaro, M., Alaníz Gutiérrez, L., González Álvarez, V. H. y Saavedra Jiménez, L. A. (2022). Características y necesidades tecnológicas de los apicultores de la región centro-sur de Jalisco. Acta Universitaria, 32, e3493. https://doi.org/10.15174/au.2022.3493</p><p data-start="1392" data-end="1634">Universidad Católica de Santiago de Guayaquil. (2018, 25 de junio). La apicultura se mueve con tres ejes estratégicos producción [Publicación]. Facebook. https://www.facebook.com/UCSGye/photos/la-apicultura-se-mueve-con/10156765053973623/</p>
			</sec><sec>
			<title>Contribución</title>
				<p data-start="1636" data-end="2156">Josueth Alfonso Meza Cisneros: investigador principal, escritura de la introducción, métodos, discusión y conclusiones.
Mayra Verónica Cantos Cruz: análisis e interpretación de resultados, escritura de la introducción, métodos, discusión y conclusiones.
Joffre Paúl Añazco Chávez: procesamiento estadístico de datos, análisis e interpretación de resultados.
Karla Itzél Alcalá Escamilla: análisis e interpretación de resultados, escritura de la introducción, métodos, discusión y conclusiones.</p><p data-start="2158" data-end="2248">Todos los autores participaron en la elaboración del manuscrito, lo leyeron y aprobaron.</p>
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