{"id":4400,"date":"2026-09-16T19:14:26","date_gmt":"2026-09-16T22:14:26","guid":{"rendered":"https:\/\/mayma.org\/?p=4400"},"modified":"2026-10-19T13:26:21","modified_gmt":"2026-10-19T16:26:21","slug":"cuando-los-datos-se-ponen-al-servicio-de-la-tierra","status":"publish","type":"post","link":"https:\/\/mayma.org\/en\/cuando-los-datos-se-ponen-al-servicio-de-la-tierra\/","title":{"rendered":"Cuando los datos se ponen al servicio de la tierra"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"4400\" class=\"elementor elementor-4400\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4947c9e4 e-flex e-con-boxed e-con e-parent\" data-id=\"4947c9e4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6ed45aa4 elementor-widget elementor-widget-text-editor\" data-id=\"6ed45aa4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<figure><\/figure>\n<p><!-- \/wp:image --><!-- wp:paragraph --><\/p>\n<h1>Resiliencia basada en datos: una nueva forma de acompa\u00f1ar a peque\u00f1os agricultores<\/h1>\n<div>\u00a0<\/div>\n<p>\u00a0<\/p>\n<p><a href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1541.heic\"><img decoding=\"async\" class=\"alignnone wp-image-4512\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1541.heic\" alt=\"\" width=\"800\" \/><\/a><\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p><span style=\"font-weight: 400;\">En las regiones de Los R\u00edos y Los Lagos, donde la crisis h\u00eddrica avanza y los ciclos naturales se alteran, cruzar la resiliencia agr\u00edcola con informaci\u00f3n de precisi\u00f3n se ha vuelto una urgencia territorial. Y los datos demuestran que el modelo impulsado por Mayma, con el apoyo de Cisco Foundation, funciona: tras un a\u00f1o de trabajo territorial, el 98% de las familias agricultoras participantes del programa adopt\u00f3 al menos una nueva pr\u00e1ctica regenerativa, desde t\u00e9cnicas de manejo del suelo hasta soluciones basadas en la naturaleza para la gesti\u00f3n del agua y la adaptaci\u00f3n clim\u00e1tica, sumando un total de 285 nuevas pr\u00e1cticas entre las familias acompa\u00f1adas. En este sentido, el registro sistem\u00e1tico de datos para la toma de decisiones en los predios salt\u00f3 de apenas un 11% inicial a un contundente 95%.<\/span><\/p>\n<p>\u00a0<\/p>\n<p><span style=\"font-weight: 400;\">Para sostener estas m\u00e9tricas, el programa construy\u00f3 un fuerte entramado de alianzas t\u00e9cnicas. Con el objetivo de acompa\u00f1ar a 80 familias en esta transici\u00f3n clim\u00e1tica, se articul\u00f3 el trabajo de campo con el <\/span><span style=\"font-weight: 400;\">Instituto de Investigaciones Agropecuarias<\/span><span style=\"font-weight: 400;\"> (INIA) y se procesaron m\u00faltiples fuentes de datos, satelitales, de suelo, de estaciones meteorol\u00f3gicas y de los propios productores, a trav\u00e9s de investigadores expertos en ecohidrolog\u00eda del Grupo de Estudios Ambientales (GEA Lab) pertenecientes al Instituto de Matem\u00e1tica Aplicada San Luis de la Universidad Nacional de San Luis, Argentina, en conjunto con el Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas (CONICET).<\/span><\/p>\n<p>\u00a0<\/p>\n<p><span style=\"font-weight: 400;\">El esfuerzo incluy\u00f3 m\u00e1s de 340 visitas a los campos y 79 diagn\u00f3sticos de resiliencia que derivaron en 72 hojas de ruta personalizadas. Cada agricultor recibi\u00f3 recomendaciones tecnol\u00f3gicas y agron\u00f3micas dise\u00f1adas espec\u00edficamente para su predio, su suelo y su disponibilidad de agua.<\/span><\/p>\n<p>\u00a0<\/p>\n<p><span style=\"font-weight: 400;\">El impacto de tener informaci\u00f3n precisa transform\u00f3 la din\u00e1mica diaria en el campo. <\/span><i><span style=\"font-weight: 400;\">\u00abAprender a utilizar el pluvi\u00f3metro y los registros transform\u00f3 por completo la forma en que tomo decisiones\u00bb<\/span><\/i><span style=\"font-weight: 400;\">, resume Marcela Gallo, productora de la Regi\u00f3n de Los R\u00edos. Por su parte, Ana Mar\u00eda Yefi Huenupan, quien cultiva hortalizas en Lafquelmapu, destaca el valor del conocimiento cruzado: <\/span><i><span style=\"font-weight: 400;\">\u00abComprender el estado de mi suelo con datos t\u00e9cnicos, sumado al intercambio de experiencias, me dio la confianza necesaria para probar nuevas pr\u00e1cticas en mis invernaderos\u00bb<\/span><\/i><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p>\u00a0<\/p>\n<p><span style=\"font-weight: 400;\">Hoy, con el 93% de las familias manifestando sentirse mejor preparadas para enfrentar la variabilidad clim\u00e1tica, el desaf\u00edo es claro. El modelo territorial basado en datos prob\u00f3 su efectividad y resiliencia. La oportunidad que se abre ahora es continuar fortaleciendo este ecosistema tecnol\u00f3gico e incorporar herramientas de inteligencia artificial para que la innovaci\u00f3n clim\u00e1tica llegue a cada vez m\u00e1s comunidades productivas del sur del pa\u00eds.<\/span><a style=\"font-size: 16px;\" href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/09\/Cisco_Foundation_RGB_Sky_Blue.png\"><br style=\"font-weight: 400;\" \/><img fetchpriority=\"high\" decoding=\"async\" class=\"size-medium wp-image-4440 aligncenter\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/09\/Cisco_Foundation_RGB_Sky_Blue-300x300.png\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/09\/Cisco_Foundation_RGB_Sky_Blue-300x300.png 300w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/09\/Cisco_Foundation_RGB_Sky_Blue-150x150.png 150w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/09\/Cisco_Foundation_RGB_Sky_Blue-12x12.png 12w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/09\/Cisco_Foundation_RGB_Sky_Blue.png 630w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p><a href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_0377.heic\"><img decoding=\"async\" class=\"alignnone wp-image-4516\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_0377.heic\" alt=\"\" width=\"300\" \/><\/a> \u00a0<a href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1541.heic\"><img decoding=\"async\" class=\"alignleft wp-image-4512\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1541.heic\" alt=\"\" width=\"300\" \/><\/a> <a href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1588.heic\"><img decoding=\"async\" class=\"alignnone wp-image-4511\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1588.heic\" alt=\"\" width=\"300\" \/>\u00a0\u00a0\u00a0<\/a><\/p>\n<p>\u00a0<\/p>\n<p><a href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/26252b64-f5d2-43d1-8a89-5c0cd2170037.jpg\"><img decoding=\"async\" class=\"alignnone size-medium wp-image-4508\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/26252b64-f5d2-43d1-8a89-5c0cd2170037-169x300.jpg\" alt=\"\" width=\"169\" height=\"300\" srcset=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/26252b64-f5d2-43d1-8a89-5c0cd2170037-169x300.jpg 169w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/26252b64-f5d2-43d1-8a89-5c0cd2170037-577x1024.jpg 577w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/26252b64-f5d2-43d1-8a89-5c0cd2170037-768x1362.jpg 768w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/26252b64-f5d2-43d1-8a89-5c0cd2170037-866x1536.jpg 866w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/26252b64-f5d2-43d1-8a89-5c0cd2170037-7x12.jpg 7w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/26252b64-f5d2-43d1-8a89-5c0cd2170037.jpg 902w\" sizes=\"(max-width: 169px) 100vw, 169px\" \/><\/a> \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0 \u00a0\u00a0<a href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/258810a1-1508-402d-a0d6-81ab44af3937.jpg\"><img decoding=\"async\" class=\"alignnone size-medium wp-image-4509\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/258810a1-1508-402d-a0d6-81ab44af3937-225x300.jpg\" alt=\"\" width=\"225\" height=\"300\" srcset=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/258810a1-1508-402d-a0d6-81ab44af3937-225x300.jpg 225w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/258810a1-1508-402d-a0d6-81ab44af3937-768x1024.jpg 768w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/258810a1-1508-402d-a0d6-81ab44af3937-1152x1536.jpg 1152w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/258810a1-1508-402d-a0d6-81ab44af3937-9x12.jpg 9w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/258810a1-1508-402d-a0d6-81ab44af3937.jpg 1200w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <a href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_8962-scaled.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-4510\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_8962-225x300.jpg\" alt=\"\" width=\"225\" height=\"300\" srcset=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_8962-225x300.jpg 225w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_8962-768x1024.jpg 768w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_8962-1152x1536.jpg 1152w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_8962-1536x2048.jpg 1536w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_8962-9x12.jpg 9w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_8962-scaled.jpg 1920w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/a> <a href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1588.heic\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-4511\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1588.heic\" alt=\"\" width=\"1\" height=\"1\" \/><\/a> <a href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1541.heic\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-4512\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1541.heic\" alt=\"\" width=\"1\" height=\"1\" \/><\/a> <a href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1506.heic\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-4513\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1506.heic\" alt=\"\" width=\"1\" height=\"1\" \/><\/a> <a href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1443.heic\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-4514\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_1443.heic\" alt=\"\" width=\"1\" height=\"1\" \/><\/a> <a href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_0377.heic\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-4516\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/10\/IMG_0377.heic\" alt=\"\" width=\"1\" height=\"1\" \/><\/a><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Resiliencia basada en datos: una nueva forma de acompa\u00f1ar a peque\u00f1os agricultores \u00a0 \u00a0 \u00a0 \u00a0 En las regiones de Los R\u00edos y Los Lagos, donde la crisis h\u00eddrica avanza y los ciclos naturales se alteran, cruzar la resiliencia agr\u00edcola con informaci\u00f3n de precisi\u00f3n se ha vuelto una urgencia territorial. Y los datos demuestran que [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":4407,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[12,24],"class_list":["post-4400","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sin-categoria","tag-chile","tag-newsletter"],"_links":{"self":[{"href":"https:\/\/mayma.org\/en\/wp-json\/wp\/v2\/posts\/4400","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mayma.org\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mayma.org\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mayma.org\/en\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/mayma.org\/en\/wp-json\/wp\/v2\/comments?post=4400"}],"version-history":[{"count":45,"href":"https:\/\/mayma.org\/en\/wp-json\/wp\/v2\/posts\/4400\/revisions"}],"predecessor-version":[{"id":4603,"href":"https:\/\/mayma.org\/en\/wp-json\/wp\/v2\/posts\/4400\/revisions\/4603"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mayma.org\/en\/wp-json\/wp\/v2\/media\/4407"}],"wp:attachment":[{"href":"https:\/\/mayma.org\/en\/wp-json\/wp\/v2\/media?parent=4400"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mayma.org\/en\/wp-json\/wp\/v2\/categories?post=4400"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mayma.org\/en\/wp-json\/wp\/v2\/tags?post=4400"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}