{"id":74239,"date":"2021-08-20T08:57:36","date_gmt":"2021-08-20T01:57:36","guid":{"rendered":"https:\/\/www.forestsnews.org\/?p=74239"},"modified":"2021-08-20T11:02:04","modified_gmt":"2021-08-20T04:02:04","slug":"conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico","status":"publish","type":"post","link":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico","title":{"rendered":"Conoce el software capaz de predecir cambios gen\u00e9ticos de las plantas a causa del cambio clim\u00e1tico"},"content":{"rendered":"<p>Un nuevo paquete del software R, denominado AlleleShift puede ayudar a los cient\u00edficos especializados en el cambio clim\u00e1tico a predecir los cambios gen\u00e9ticos que experimentan las plantas.<\/p>\n<p>El programa, descrito en <a href=\"https:\/\/peerj.com\/articles\/11534\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">la revista cient\u00edfica PeerJ<\/a>, tambi\u00e9n podr\u00eda usarse para el dise\u00f1o de programas de abastecimiento de semillas de \u00e1rboles que contemplen escenarios de adaptaci\u00f3n, seg\u00fan indic\u00f3 <a href=\"https:\/\/www.worldagroforestry.org\/staff\/roeland-kindt\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Roeland Kindt<\/a>, cient\u00edfico del Centro para la Investigaci\u00f3n Forestal Internacional y el Centro Internacional de Investigaci\u00f3n Agroforestal (CIFOR-ICRAF), quien forma parte del grupo de investigaci\u00f3n sobre <a href=\"https:\/\/www.worldagroforestry.org\/tree-diversity\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Productividad y Diversidad de \u00c1rboles<\/a>.<\/p>\n<p>El paquete AlleleShift de R ofrece un m\u00e9todo novedoso para predecir c\u00f3mo responder\u00edan las poblaciones de plantas o animales a los cambios ambientales, como aquellos asociados al cambio clim\u00e1tico. Adem\u00e1s. ofrece varios m\u00e9todos de visualizaci\u00f3n que pueden transformarse f\u00e1cilmente en animaciones para representar los cambios gen\u00e9ticos a lo largo de una serie temporal.<\/p>\n<div class='short-link'>\n\t\t\t<a class='GTMshortLink' href='https:\/\/www.forestsnews.org\/73630\/la-diversidad-de-frutas-y-verduras-sigue-disminuyendo-a-nivel-mundial-como-revertir-este-panorama?fnl=' target='_blank'>\n\t\t\t\t<span class='short-link__box'><span>Lea m\u00e1s:<\/span><\/span>\n\t\t\t\t<span class='short-link__desc'>La diversidad de frutas y verduras sigue disminuyendo a nivel mundial, \u00bfc\u00f3mo revertir este panorama?<\/span>\n\t\t\t<\/a>\n\t\t<\/div>\n<p><strong>Una puerta al futuro<\/strong><\/p>\n<p>AlleleShift se compone de dos voces inglesas que se traducen como alelos y variaci\u00f3n.<\/p>\n<p>Los alelos son una forma o versi\u00f3n alternativa de un gen. Algunos alelos est\u00e1n asociados a rasgos adaptativos, como condiciones de sequ\u00eda o temperaturas extremas. Para evitar la posibilidad de que las poblaciones se vuelvan inadecuadas o mal adaptadas a futuras alteraciones de su h\u00e1bitat, las frecuencias al\u00e9licas deben cambiar para seguir el ritmo de los cambios ambientales.<\/p>\n<figure id=\"attachment_74243\" aria-describedby=\"caption-attachment-74243\" style=\"width: 350px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-74243\" src=\"https:\/\/www.forestsnews.org\/wp-content\/uploads\/2021\/08\/genetics-350x415.jpg\" alt=\"\" width=\"350\" height=\"415\" srcset=\"https:\/\/www.forestsnews.org\/wp-content\/uploads\/2021\/08\/genetics-350x415.jpg 350w, https:\/\/www.forestsnews.org\/wp-content\/uploads\/2021\/08\/genetics-337x400.jpg 337w, https:\/\/www.forestsnews.org\/wp-content\/uploads\/2021\/08\/genetics-152x180.jpg 152w, https:\/\/www.forestsnews.org\/wp-content\/uploads\/2021\/08\/genetics-376x446.jpg 376w, https:\/\/www.forestsnews.org\/wp-content\/uploads\/2021\/08\/genetics.jpg 610w\" sizes=\"auto, (max-width: 350px) 100vw, 350px\" \/><figcaption id=\"caption-attachment-74243\" class=\"wp-caption-text\">Representaci\u00f3n de los cambios en las frecuencias al\u00e9licas mediante AlleleShift::shift.pie.ggplot.<\/figcaption><\/figure>\n<p>\u00abEstos cambios gen\u00e9ticos, definidos tambi\u00e9n como el desplazamiento gen\u00f3mico, son posibles a trav\u00e9s de la evoluci\u00f3n o la migraci\u00f3n\u00bb, dijo Kindt. \u00abPero en muchos lugares se espera que el ritmo actual del cambio clim\u00e1tico sea mucho m\u00e1s r\u00e1pido que estas estrategias naturales de adaptaci\u00f3n. En ese caso, se necesitar\u00e1n m\u00e9todos de flujo gen\u00e9tico y migraci\u00f3n asistida, como la translocaci\u00f3n de semillas, para garantizar que las poblaciones o especies no se extingan y sigan cumpliendo con sus importantes funciones a pesar de las perturbaciones\u201d.<\/p>\n<p>El desarrollo de los m\u00e9todos utilizados por AlleleShift, que fue financiado en parte por el <a href=\"https:\/\/www.foreststreesagroforestry.org\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Programa de Investigaci\u00f3n del CGIAR sobre Bosques, \u00c1rboles y Agroforester\u00eda<\/a>, utiliz\u00f3 un novedoso procedimiento de predicci\u00f3n que incluye un primer paso de calibraci\u00f3n y predicci\u00f3n mediante un \u00aban\u00e1lisis de redundancia\u00bb (RDA por sus siglas en ingl\u00e9s); y un segundo paso de calibraci\u00f3n y predicci\u00f3n mediante un \u00abmodelo aditivo generalizado\u00bb (GAM por sus siglas en ingl\u00e9s) con una familia binomial.<\/p>\n<div><div class='short-link'>\n\t\t\t<a class='GTMshortLink' href='https:\/\/www.forestsnews.org\/71952\/como-integrar-a-los-bosques-arboles-y-agroforesteria-en-la-adaptacion-al-cambio-climatico?fnl=' target='_blank'>\n\t\t\t\t<span class='short-link__box'><span>Lea m\u00e1s:<\/span><\/span>\n\t\t\t\t<span class='short-link__desc'>C\u00f3mo integrar a los bosques, \u00e1rboles y agroforester\u00eda en la adaptaci\u00f3n al cambio clim\u00e1tico<\/span>\n\t\t\t<\/a>\n\t\t<\/div><\/div>\n<p><strong>Herramientas para mejores decisiones<\/strong><\/p>\n<p>\u00abEn nuestro caso, AlleleShift apoya el desarrollo de lo que llamamos \u00abcarteras de \u00e1rboles diversos adaptadas al clima\u00bb para paisajes futuros productivos y resilientes\u00bb, dijo Lars Graudal, uno de los l\u00edderes del grupo de investigaci\u00f3n sobre Productividad y Diversidad de los \u00c1rboles y profesor de la Universidad de Copenhague de Dinamarca.<\/p>\n<div><div class='short-quote'>\n\t\t\t<blockquote>\n\t\t\t\t<p><\/p>\n\t\t\t\t<footer>\n\t\t\t\t\t<cite title='Source Title'><\/cite>\n\t\t\t\t<\/footer>\n\t\t\t<\/blockquote>\n\t\t<\/div><\/div>\n<p>Los diferentes m\u00e9todos de visualizaci\u00f3n que ofrece el software representan los cambios previstos en las frecuencias al\u00e9licas desde la l\u00ednea de base hasta el cambio de clima.<\/p>\n<p>\u00abComo algunos \u00e1rboles tropicales se enfrentan a un futuro incierto debido a los cambios medioambientales causados por las altas temperaturas, esta herramienta puede ayudar a evaluar posibles m\u00e9todos de cultivo que, en \u00faltima instancia, puedan ayudar a los agricultores a seleccionar especies m\u00e1s resistentes \u2013especies que se caractericen por tener ra\u00edces m\u00e1s profundas para acceder mejor a las aguas subterr\u00e1neas\u2013 por ejemplo\u00bb, dijo Kindt.<\/p>\n<p>Muchos pa\u00edses han empezado a elaborar sus planes nacionales de adaptaci\u00f3n para anticiparse a los eventos clim\u00e1ticos extremos. Para ayudar a los gobiernos a elaborar planes para los bosques y los sistemas agr\u00edcolas con \u00e1rboles \u2013ya que en estas zonas la adaptaci\u00f3n debe desarrollarse con mucha antelaci\u00f3n, dada la larga vida de las especies\u2013, los cient\u00edficos de CIFOR-ICRAF, en colaboraci\u00f3n con institutos nacionales, la Universidad de Copenhague y el <a href=\"https:\/\/www.hutton.ac.uk\/about\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Instituto James Hutton de Escocia<\/a>, est\u00e1n desarrollando diversas herramientas, similares a AlleleShift.<\/p>\n<p>La p\u00e9rdida de \u00e1rboles y otras plantas puede agravar el cambio clim\u00e1tico debido a su funci\u00f3n de secuestro de gases de efecto invernadero. Estos efectos pueden poner en riesgo el cumplimiento de los objetivos acordados en el marco del Acuerdo de Par\u00eds de la ONU, destinados a evitar que la temperatura media aumente m\u00e1s de 1,5 grados cent\u00edgrados, seg\u00fan los cient\u00edficos.<\/p>\n<div><div class='short-link'>\n\t\t\t<a class='GTMshortLink' href='https:\/\/www.forestsnews.org\/71082\/nuevos?fnl=' target='_blank'>\n\t\t\t\t<span class='short-link__box'><span>Lea m\u00e1s:<\/span><\/span>\n\t\t\t\t<span class='short-link__desc'>Nuevos mapas de emisiones de carbono de los bosques del planeta para apoyar la acci\u00f3n por el clima<\/span>\n\t\t\t<\/a>\n\t\t<\/div><\/div>\n<p>Adem\u00e1s, los ecosistemas agroforestales, que integran \u00e1rboles y cultivos, con especies adaptadas y gestionados de forma sostenible, pueden ayudar a mitigar el calentamiento global, evitando la degradaci\u00f3n de la tierra y una mayor p\u00e9rdida de vegetaci\u00f3n.<\/p>\n<p>Hasta la fecha, desde que est\u00e1 disponible en la Comprehensive R Archive Network, el repositorio central del software R, el paquete AlleleShift se ha instalado m\u00e1s de 2900 veces.<\/p>\n<p>Algunas otras herramientas se pueden encontrar en la <a href=\"https:\/\/worldagroforestry.org\/tree-knowledge\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Plataforma Global de Conocimiento de los \u00c1rboles del ICRAF<\/a>.<\/p>\n<p>Acceda al software y a los datos:<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/RoelandKindt\/AlleleShift\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">https:\/\/github.com\/RoelandKindt\/AlleleShift<\/a><\/li>\n<li><a href=\"https:\/\/cran.r-project.org\/package=AlleleShift\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">https:\/\/cran.r-project.org\/package=AlleleShift<\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Un nuevo paquete del software R, denominado AlleleShift puede ayudar a los cient\u00edficos especializados en el cambio clim\u00e1tico a predecir los cambios gen\u00e9ticos que experimentan las plantas. El programa, descrito en la revista cient\u00edfica PeerJ, tambi\u00e9n podr\u00eda usarse para el dise\u00f1o de programas de abastecimiento de semillas de \u00e1rboles que contemplen escenarios de adaptaci\u00f3n, seg\u00fan [&hellip;]<\/p>\n","protected":false},"author":417,"featured_media":74257,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[6090],"tags":[],"language":[2169],"location":[12216],"tag-bahasa":[],"tag-espanol":[3317,10665,6413,10666,10667,10664],"tag-francais":[],"type-espanol":[6142],"type-bahasa":[],"type-english":[],"type-francais":[],"coauthors":[10629],"class_list":["post-74239","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-forests-news","language-espanol","location-global","tag-espanol-adaptacion","tag-espanol-alleleshift","tag-espanol-cambio-climatico","tag-espanol-r","tag-espanol-software-r","tag-espanol-semillas","type-espanol-noticias"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.4 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Conoce el software capaz de predecir cambios gen\u00e9ticos de las plantas a causa del cambio clim\u00e1tico - Landscape Alliance Forests News<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Conoce el software capaz de predecir cambios gen\u00e9ticos de las plantas a causa del cambio clim\u00e1tico\" \/>\n<meta property=\"og:description\" content=\"Un nuevo paquete del software R, denominado AlleleShift puede ayudar a los cient\u00edficos especializados en el cambio clim\u00e1tico a predecir los cambios gen\u00e9ticos que experimentan las plantas. El programa, descrito en la revista cient\u00edfica PeerJ, tambi\u00e9n podr\u00eda usarse para el dise\u00f1o de programas de abastecimiento de semillas de \u00e1rboles que contemplen escenarios de adaptaci\u00f3n, seg\u00fan [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico\" \/>\n<meta property=\"og:site_name\" content=\"Landscape Alliance Forests News\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/CIFORICRAF\" \/>\n<meta property=\"article:published_time\" content=\"2021-08-20T01:57:36+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-08-20T04:02:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.forestsnews.org\/wp-content\/uploads\/2021\/08\/35064774473_52baf46439_k.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2048\" \/>\n\t<meta property=\"og:image:height\" content=\"1536\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Edwin Okoth\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@CIFOR_ICRAF\" \/>\n<meta name=\"twitter:site\" content=\"@CIFOR_ICRAF\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico\"},\"author\":{\"name\":\"Edwin Okoth\",\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es#\\\/schema\\\/person\\\/5c24f43017374497254a425153e26815\"},\"headline\":\"Conoce el software capaz de predecir cambios gen\u00e9ticos de las plantas a causa del cambio clim\u00e1tico\",\"datePublished\":\"2021-08-20T01:57:36+00:00\",\"dateModified\":\"2021-08-20T04:02:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico\"},\"wordCount\":899,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.forestsnews.org\\\/wp-content\\\/uploads\\\/2021\\\/08\\\/35064774473_52baf46439_k.jpg\",\"articleSection\":[\"Forests News\"],\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#respond\"]}],\"copyrightYear\":\"2021\",\"copyrightHolder\":{\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico\",\"url\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico\",\"name\":\"Conoce el software capaz de predecir cambios gen\u00e9ticos de las plantas a causa del cambio clim\u00e1tico - Landscape Alliance Forests News\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.forestsnews.org\\\/wp-content\\\/uploads\\\/2021\\\/08\\\/35064774473_52baf46439_k.jpg\",\"datePublished\":\"2021-08-20T01:57:36+00:00\",\"dateModified\":\"2021-08-20T04:02:04+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#primaryimage\",\"url\":\"https:\\\/\\\/www.forestsnews.org\\\/wp-content\\\/uploads\\\/2021\\\/08\\\/35064774473_52baf46439_k.jpg\",\"contentUrl\":\"https:\\\/\\\/www.forestsnews.org\\\/wp-content\\\/uploads\\\/2021\\\/08\\\/35064774473_52baf46439_k.jpg\",\"width\":2048,\"height\":1536,\"caption\":\"Hoja.\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.forestsnews.org\\\/es\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Conoce el software capaz de predecir cambios gen\u00e9ticos de las plantas a causa del cambio clim\u00e1tico\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es#website\",\"url\":\"https:\\\/\\\/www.forestsnews.org\\\/es\",\"name\":\"Landscape Alliance Forests News\",\"description\":\"The latest news on REDD+, climate change, biofuels, gender, conservation, trade, deforestation, indigenous &amp; community groups, dry forests, food security, illegal logging, governance and biodiversity.\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.forestsnews.org\\\/es?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":[\"Organization\",\"Place\"],\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es#organization\",\"name\":\"CIFOR-ICRAF\",\"url\":\"https:\\\/\\\/www.forestsnews.org\\\/es\",\"logo\":{\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#local-main-organization-logo\"},\"image\":{\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#local-main-organization-logo\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/CIFORICRAF\",\"https:\\\/\\\/x.com\\\/CIFOR_ICRAF\"],\"telephone\":[],\"openingHoursSpecification\":[{\"@type\":\"OpeningHoursSpecification\",\"dayOfWeek\":[\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\",\"Sunday\"],\"opens\":\"09:00\",\"closes\":\"17:00\"}]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es#\\\/schema\\\/person\\\/5c24f43017374497254a425153e26815\",\"name\":\"Edwin Okoth\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/54269a1385caa7eaa4c49c6b14a2443891ad9c539e0a6a713fb8e61faa2bf01e?s=96&d=mm&r=g10a3b451736be3f2da6391442d9612c3\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/54269a1385caa7eaa4c49c6b14a2443891ad9c539e0a6a713fb8e61faa2bf01e?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/54269a1385caa7eaa4c49c6b14a2443891ad9c539e0a6a713fb8e61faa2bf01e?s=96&d=mm&r=g\",\"caption\":\"Edwin Okoth\"},\"description\":\"Edwin Okoth writes science blogs for Forests News. He holds an M.A. degree (Business Journalism) from Columbia University in New York, a post-graduate diploma in mass communication from Kenya Institute of Mass Communication and a Bachelor of Arts degree from Kenyatta University in Kenya\",\"url\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/author\\\/oedwin\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/www.forestsnews.org\\\/es\\\/74239\\\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#local-main-organization-logo\",\"url\":\"https:\\\/\\\/www.forestsnews.org\\\/wp-content\\\/uploads\\\/2024\\\/12\\\/cifor-icraf-logo.png\",\"contentUrl\":\"https:\\\/\\\/www.forestsnews.org\\\/wp-content\\\/uploads\\\/2024\\\/12\\\/cifor-icraf-logo.png\",\"width\":596,\"height\":250,\"caption\":\"CIFOR-ICRAF\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Conoce el software capaz de predecir cambios gen\u00e9ticos de las plantas a causa del cambio clim\u00e1tico - Landscape Alliance Forests News","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico","og_locale":"es_ES","og_type":"article","og_title":"Conoce el software capaz de predecir cambios gen\u00e9ticos de las plantas a causa del cambio clim\u00e1tico","og_description":"Un nuevo paquete del software R, denominado AlleleShift puede ayudar a los cient\u00edficos especializados en el cambio clim\u00e1tico a predecir los cambios gen\u00e9ticos que experimentan las plantas. El programa, descrito en la revista cient\u00edfica PeerJ, tambi\u00e9n podr\u00eda usarse para el dise\u00f1o de programas de abastecimiento de semillas de \u00e1rboles que contemplen escenarios de adaptaci\u00f3n, seg\u00fan [&hellip;]","og_url":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico","og_site_name":"Landscape Alliance Forests News","article_publisher":"https:\/\/www.facebook.com\/CIFORICRAF","article_published_time":"2021-08-20T01:57:36+00:00","article_modified_time":"2021-08-20T04:02:04+00:00","og_image":[{"width":2048,"height":1536,"url":"https:\/\/www.forestsnews.org\/wp-content\/uploads\/2021\/08\/35064774473_52baf46439_k.jpg","type":"image\/jpeg"}],"author":"Edwin Okoth","twitter_card":"summary_large_image","twitter_creator":"@CIFOR_ICRAF","twitter_site":"@CIFOR_ICRAF","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#article","isPartOf":{"@id":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico"},"author":{"name":"Edwin Okoth","@id":"https:\/\/www.forestsnews.org\/es#\/schema\/person\/5c24f43017374497254a425153e26815"},"headline":"Conoce el software capaz de predecir cambios gen\u00e9ticos de las plantas a causa del cambio clim\u00e1tico","datePublished":"2021-08-20T01:57:36+00:00","dateModified":"2021-08-20T04:02:04+00:00","mainEntityOfPage":{"@id":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico"},"wordCount":899,"commentCount":0,"publisher":{"@id":"https:\/\/www.forestsnews.org\/es#organization"},"image":{"@id":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#primaryimage"},"thumbnailUrl":"https:\/\/www.forestsnews.org\/wp-content\/uploads\/2021\/08\/35064774473_52baf46439_k.jpg","articleSection":["Forests News"],"inLanguage":"es","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#respond"]}],"copyrightYear":"2021","copyrightHolder":{"@id":"https:\/\/www.forestsnews.org\/#organization"}},{"@type":"WebPage","@id":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico","url":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico","name":"Conoce el software capaz de predecir cambios gen\u00e9ticos de las plantas a causa del cambio clim\u00e1tico - Landscape Alliance Forests News","isPartOf":{"@id":"https:\/\/www.forestsnews.org\/es#website"},"primaryImageOfPage":{"@id":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#primaryimage"},"image":{"@id":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#primaryimage"},"thumbnailUrl":"https:\/\/www.forestsnews.org\/wp-content\/uploads\/2021\/08\/35064774473_52baf46439_k.jpg","datePublished":"2021-08-20T01:57:36+00:00","dateModified":"2021-08-20T04:02:04+00:00","breadcrumb":{"@id":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#primaryimage","url":"https:\/\/www.forestsnews.org\/wp-content\/uploads\/2021\/08\/35064774473_52baf46439_k.jpg","contentUrl":"https:\/\/www.forestsnews.org\/wp-content\/uploads\/2021\/08\/35064774473_52baf46439_k.jpg","width":2048,"height":1536,"caption":"Hoja."},{"@type":"BreadcrumbList","@id":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.forestsnews.org\/es"},{"@type":"ListItem","position":2,"name":"Conoce el software capaz de predecir cambios gen\u00e9ticos de las plantas a causa del cambio clim\u00e1tico"}]},{"@type":"WebSite","@id":"https:\/\/www.forestsnews.org\/es#website","url":"https:\/\/www.forestsnews.org\/es","name":"Landscape Alliance Forests News","description":"The latest news on REDD+, climate change, biofuels, gender, conservation, trade, deforestation, indigenous &amp; community groups, dry forests, food security, illegal logging, governance and biodiversity.","publisher":{"@id":"https:\/\/www.forestsnews.org\/es#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.forestsnews.org\/es?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":["Organization","Place"],"@id":"https:\/\/www.forestsnews.org\/es#organization","name":"CIFOR-ICRAF","url":"https:\/\/www.forestsnews.org\/es","logo":{"@id":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#local-main-organization-logo"},"image":{"@id":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#local-main-organization-logo"},"sameAs":["https:\/\/www.facebook.com\/CIFORICRAF","https:\/\/x.com\/CIFOR_ICRAF"],"telephone":[],"openingHoursSpecification":[{"@type":"OpeningHoursSpecification","dayOfWeek":["Monday","Tuesday","Wednesday","Thursday","Friday","Saturday","Sunday"],"opens":"09:00","closes":"17:00"}]},{"@type":"Person","@id":"https:\/\/www.forestsnews.org\/es#\/schema\/person\/5c24f43017374497254a425153e26815","name":"Edwin Okoth","image":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/secure.gravatar.com\/avatar\/54269a1385caa7eaa4c49c6b14a2443891ad9c539e0a6a713fb8e61faa2bf01e?s=96&d=mm&r=g10a3b451736be3f2da6391442d9612c3","url":"https:\/\/secure.gravatar.com\/avatar\/54269a1385caa7eaa4c49c6b14a2443891ad9c539e0a6a713fb8e61faa2bf01e?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/54269a1385caa7eaa4c49c6b14a2443891ad9c539e0a6a713fb8e61faa2bf01e?s=96&d=mm&r=g","caption":"Edwin Okoth"},"description":"Edwin Okoth writes science blogs for Forests News. He holds an M.A. degree (Business Journalism) from Columbia University in New York, a post-graduate diploma in mass communication from Kenya Institute of Mass Communication and a Bachelor of Arts degree from Kenyatta University in Kenya","url":"https:\/\/www.forestsnews.org\/es\/author\/oedwin"},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/www.forestsnews.org\/es\/74239\/conoce-el-software-capaz-de-predecir-los-cambios-geneticos-de-las-plantas-causados-por-el-cambio-climatico#local-main-organization-logo","url":"https:\/\/www.forestsnews.org\/wp-content\/uploads\/2024\/12\/cifor-icraf-logo.png","contentUrl":"https:\/\/www.forestsnews.org\/wp-content\/uploads\/2024\/12\/cifor-icraf-logo.png","width":596,"height":250,"caption":"CIFOR-ICRAF"}]}},"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/www.forestsnews.org\/wp-content\/uploads\/2021\/08\/35064774473_52baf46439_k.jpg","_links":{"self":[{"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/posts\/74239","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/users\/417"}],"replies":[{"embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/comments?post=74239"}],"version-history":[{"count":4,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/posts\/74239\/revisions"}],"predecessor-version":[{"id":74260,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/posts\/74239\/revisions\/74260"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/media\/74257"}],"wp:attachment":[{"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/media?parent=74239"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/categories?post=74239"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/tags?post=74239"},{"taxonomy":"language","embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/language?post=74239"},{"taxonomy":"location","embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/location?post=74239"},{"taxonomy":"tag-bahasa","embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/tag-bahasa?post=74239"},{"taxonomy":"tag-espanol","embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/tag-espanol?post=74239"},{"taxonomy":"tag-francais","embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/tag-francais?post=74239"},{"taxonomy":"type-espanol","embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/type-espanol?post=74239"},{"taxonomy":"type-bahasa","embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/type-bahasa?post=74239"},{"taxonomy":"type-english","embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/type-english?post=74239"},{"taxonomy":"type-francais","embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/type-francais?post=74239"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.forestsnews.org\/es\/wp-json\/wp\/v2\/coauthors?post=74239"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}