{"id":4400,"date":"2026-09-16T19:14:26","date_gmt":"2026-09-16T22:14:26","guid":{"rendered":"https:\/\/mayma.org\/?p=4400"},"modified":"2026-09-17T11:10:56","modified_gmt":"2026-09-17T14:10:56","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<p><\/p>\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/09\/WhatsApp-Image-2026-05-08-at-15.26.58.jpeg\"><img fetchpriority=\"high\" decoding=\"async\" width=\"918\" height=\"390\" class=\"wp-image-4401\" src=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/09\/WhatsApp-Image-2026-05-08-at-15.26.58.jpeg\" alt=\"\" srcset=\"https:\/\/mayma.org\/wp-content\/uploads\/2026\/09\/WhatsApp-Image-2026-05-08-at-15.26.58.jpeg 918w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/09\/WhatsApp-Image-2026-05-08-at-15.26.58-300x127.jpeg 300w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/09\/WhatsApp-Image-2026-05-08-at-15.26.58-768x326.jpeg 768w, https:\/\/mayma.org\/wp-content\/uploads\/2026\/09\/WhatsApp-Image-2026-05-08-at-15.26.58-18x8.jpeg 18w\" sizes=\"(max-width: 918px) 100vw, 918px\" \/><\/a><\/figure>\n<p><\/p>\n<h1><strong>Cuando los datos se ponen al servicio de la tierra<\/strong><\/h1>\n<p class=\"wp-block-paragraph\"><\/p>\n<p>En las regiones de Los R\u00edos y Los Lagos, en el sur de Chile, las familias agricultoras conviven desde hace a\u00f1os con una certeza inc\u00f3moda: el agua que alguna vez defini\u00f3 su productividad ya no llega como antes. La sequ\u00eda avanza, los ciclos se alteran y las decisiones sobre cu\u00e1ndo sembrar, c\u00f3mo regar y qu\u00e9 producir se vuelven cada vez m\u00e1s complejas.<\/p><p><br><\/p>\n<p><\/p>\n<p class=\"wp-block-paragraph\"><\/p>\n<p class=\"wp-block-paragraph\">Frente a ese desaf\u00edo, Mayma \u2014con el apoyo de Cisco Foundation\u2014 eligi\u00f3 un camino que cruza la experiencia de las comunidades con el poder de la informaci\u00f3n. En lugar de llegar con respuestas estandarizadas, el programa comenz\u00f3 haciendo las preguntas correctas: \u00bfqu\u00e9 saben estas familias de su propio territorio? \u00bfC\u00f3mo puede la tecnolog\u00eda potenciar ese conocimiento en lugar de reemplazarlo?<\/p><p><br><\/p>\n<p><\/p>\n<p class=\"wp-block-paragraph\"><\/p>\n<p class=\"wp-block-paragraph\">La respuesta fue construir un entramado de alianzas t\u00e9cnicas y trabajo de campo. Junto a 80 familias agricultoras y con el acompa\u00f1amiento del INIA Remehue, combinamos visitas prediales y monitoreo participativo con el procesamiento de datos satelitales e im\u00e1genes de suelo, una tarea anal\u00edtica desarrollada con el GEA LAB del IMASL-CONICET. Esta lectura digital del territorio permiti\u00f3 cruzar variables clim\u00e1ticas, h\u00eddricas y productivas con una precisi\u00f3n in\u00e9dita para la escala de estos productores.<\/p><p><br><\/p>\n<p><\/p>\n<p class=\"wp-block-paragraph\"><\/p>\n<p class=\"wp-block-paragraph\">Toda esa informaci\u00f3n se tradujo en algo concreto: una hoja de ruta personalizada para cada agricultor, con recomendaciones basadas en datos reales sobre su predio y su agua. Una herramienta que no cierra con el programa sino que sigue viva en manos de quienes la usan \u2014 y que sienta las bases para la pr\u00f3xima etapa: escalar la metodolog\u00eda, incorporar inteligencia artificial y llegar a 160 familias en la regi\u00f3n.<\/p>\n<p><\/p>\n<p class=\"wp-block-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>Cuando los datos se ponen al servicio de la tierra En las regiones de Los R\u00edos y Los Lagos, en el sur de Chile, las familias agricultoras conviven desde hace a\u00f1os con una certeza inc\u00f3moda: el agua que alguna vez defini\u00f3 su productividad ya no llega como antes. La sequ\u00eda avanza, los ciclos se alteran [&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":10,"href":"https:\/\/mayma.org\/en\/wp-json\/wp\/v2\/posts\/4400\/revisions"}],"predecessor-version":[{"id":4417,"href":"https:\/\/mayma.org\/en\/wp-json\/wp\/v2\/posts\/4400\/revisions\/4417"}],"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}]}}