{"id":881235,"date":"2022-10-06T08:00:00","date_gmt":"2022-10-06T15:00:00","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-project&#038;p=881235"},"modified":"2024-07-29T09:55:45","modified_gmt":"2024-07-29T16:55:45","slug":"project-farmvibes","status":"publish","type":"msr-project","link":"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-farmvibes\/","title":{"rendered":"Project FarmVibes"},"content":{"rendered":"<section class=\"mb-3 moray-highlight\">\n\t<div class=\"card-img-overlay mx-lg-0\">\n\t\t<div class=\"card-background  has-background- card-background--full-bleed\">\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"600\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/MS_AI_Agriculture_DataVis_1600x600-4.jpg\" class=\"attachment-full size-full\" alt=\"FarmVibes FarmBeats - image of farm with AI data overlay\" style=\"object-position: 50% 50%\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/MS_AI_Agriculture_DataVis_1600x600-4.jpg 1600w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/MS_AI_Agriculture_DataVis_1600x600-4-300x113.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/MS_AI_Agriculture_DataVis_1600x600-4-1024x384.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/MS_AI_Agriculture_DataVis_1600x600-4-768x288.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/MS_AI_Agriculture_DataVis_1600x600-4-1536x576.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/MS_AI_Agriculture_DataVis_1600x600-4-240x90.jpg 240w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/>\t\t<\/div>\n\t\t<!-- Foreground -->\n\t\t<div class=\"card-foreground d-flex mt-md-n5 my-lg-5 px-g px-lg-0\">\n\t\t\t<!-- Container -->\n\t\t\t<div class=\"container d-flex mt-md-n5 my-lg-5 \">\n\t\t\t\t<!-- Card wrapper -->\n\t\t\t\t<div class=\"w-100 w-lg-col-5\">\n\t\t\t\t\t<!-- Card -->\n\t\t\t\t\t<div class=\"card material-md-card py-5 px-md-5\">\n\t\t\t\t\t\t<div class=\"card-body \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/group\/research-for-industry\/\" class=\"icon-link icon-link--reverse mb-2\" data-bi-cN=\"Research for Industry\">\n\t\t\t\t\t\t\t\t\t<span class=\"c-glyph glyph-chevron-left\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t\t\t\tResearch for Industry\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\n<h2 class=\"wp-block-heading\" id=\"project-farmvibes\">Project FarmVibes<\/h2>\n\n\n\n<p>Democratizing digital tools for sustainable agriculture<\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"why-focus-on-sustainable-agriculture\">Why focus on sustainable agriculture?<\/h2>\n\n\n\n<figure class=\"wp-block-image alignright size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-Nelson-trail-03_1400x788-1024x576.jpg\" alt=\"FarmVibes - man walking through a wheat field towards a distant  arn\" class=\"wp-image-883029\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-Nelson-trail-03_1400x788-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-Nelson-trail-03_1400x788-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-Nelson-trail-03_1400x788-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-Nelson-trail-03_1400x788-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-Nelson-trail-03_1400x788-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-Nelson-trail-03_1400x788-343x193.jpg 343w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-Nelson-trail-03_1400x788-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-Nelson-trail-03_1400x788-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-Nelson-trail-03_1400x788-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-Nelson-trail-03_1400x788-1280x720.jpg 1280w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-Nelson-trail-03_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>As one of the biggest contributors to climate change, agriculture, along with land use degradation and deforestation, account for about a quarter of the global GHG emissions and consumes about 70% of the world\u2019s freshwater resources.<\/p>\n\n\n\n<p>Agriculture is also amongst the most impacted by climate change. Farmers depend on predictable weather for their farm management practices, and unexpected weather events, e.g., high heat, floods, etc. leaves them unprepared to handle impacts by climate change.&nbsp;&nbsp;<\/p>\n\n\n\n<p>By adopting sustainable agricultural practices, including those that can help remove additional carbon from the atmosphere, farmers can also help drive progress to address climate change.<\/p>\n\n\n\n<p>However, making progress on any of the above challenges is difficult due to the lack of data from the farms. Existing approaches for estimating emissions or sequestered carbon are very expensive.<\/p>\n\n\n\n<p>Through this project, our goal is to enable researchers, practitioners, and data scientists to build affordable digital technologies to help farmers (1) estimate the emissions in their farm, (2) with climate adaptation by predicting weather variations, and (3) determine the right management practices that can be profitable and help improve soil health.<\/p>\n\n\n\n<p>We are building on top of our previous research on <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/farmbeats-iot-agriculture\/\">FarmBeats<\/a>, to create tools that can help drive adoption of sustainable practices for agriculture. Some of the key technologies include:<\/p>\n\n\n\n<p><a id=\"_msocom_1\"><\/a><\/p>\n\n\n\n<div style=\"padding-bottom:32px; padding-top:32px\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<h3 class=\"wp-block-heading has-text-align-center\" id=\"key-technologies\">Key technologies<\/h3>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-farmvibes\/articles\/farmvibes-connect\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"788\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-connect_1400x788.jpg\" alt=\"FarmVibes - photo of silos and an antenna against a sunset sky\" class=\"wp-image-882066\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-connect_1400x788.jpg 1400w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-connect_1400x788-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-connect_1400x788-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-connect_1400x788-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-connect_1400x788-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-connect_1400x788-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-connect_1400x788-343x193.jpg 343w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-connect_1400x788-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-connect_1400x788-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-connect_1400x788-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-connect_1400x788-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"farmvibes-connect\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-farmvibes\/articles\/farmvibes-connect\">FarmVibes.Connect<\/a><\/h4>\n\n\n\n<p>Capturing farm data from sensors, drones, and farm equipment<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-farmvibes\/articles\/farmvibes-edge\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes_Nelson-drone-08_1400x788-1024x576.jpg\" alt=\"Andrew Nelson launches a drone from the back of a pickup truck\" class=\"wp-image-883257\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes_Nelson-drone-08_1400x788-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes_Nelson-drone-08_1400x788-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes_Nelson-drone-08_1400x788-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes_Nelson-drone-08_1400x788-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes_Nelson-drone-08_1400x788-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes_Nelson-drone-08_1400x788-343x193.jpg 343w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes_Nelson-drone-08_1400x788-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes_Nelson-drone-08_1400x788-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes_Nelson-drone-08_1400x788-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes_Nelson-drone-08_1400x788-1280x720.jpg 1280w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes_Nelson-drone-08_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"farmvibes-edge\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-farmvibes\/articles\/farmvibes-edge\">FarmVibes.Edge<\/a><\/h4>\n\n\n\n<p>Processing farm data captured by drones or other farm sources<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-farmvibes\/articles\/farmvibes-ai\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-tablet-09_1400x788-1024x576.jpg\" alt=\"Andrew Nelson studies a FarmVibes.AI image on a tablet\" class=\"wp-image-883251\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-tablet-09_1400x788-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-tablet-09_1400x788-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-tablet-09_1400x788-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-tablet-09_1400x788-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-tablet-09_1400x788-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-tablet-09_1400x788-343x193.jpg 343w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-tablet-09_1400x788-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-tablet-09_1400x788-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-tablet-09_1400x788-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-tablet-09_1400x788-1280x720.jpg 1280w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/10\/FarmVibes-tablet-09_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"farmvibes-ai\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-farmvibes\/articles\/farmvibes-ai\">FarmVibes.AI<\/a><\/h4>\n\n\n\n<p>Extracting intelligence from farm data and remote sensing sources<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-farmvibes\/articles\/farmvibes-bot\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-bot_1400x788-1024x576.jpg\" alt=\"FarmVibes - graphical user interface, text, application, chat or text message\" class=\"wp-image-882228\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-bot_1400x788-1024x576.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-bot_1400x788-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-bot_1400x788-768x432.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-bot_1400x788-1066x600.jpg 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-bot_1400x788-655x368.jpg 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-bot_1400x788-343x193.jpg 343w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-bot_1400x788-240x135.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-bot_1400x788-640x360.jpg 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-bot_1400x788-960x540.jpg 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-bot_1400x788-1280x720.jpg 1280w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/farmvibes-bot_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"farmvibes-bot\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-farmvibes\/articles\/farmvibes-bot\">FarmVibes.Bot<\/a><\/h4>\n\n\n\n<p>Using chat bots to connect with the farmer, either to query data or relay insights<\/p>\n<\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"600\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/generic-farm-food_header-light_1920x720.jpg\" class=\"wp-block-msr-immersive-section__background-image\" alt=\"close up of corn stalks, farming, food\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/generic-farm-food_header-light_1920x720.jpg 1920w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/generic-farm-food_header-light_1920x720-300x113.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/generic-farm-food_header-light_1920x720-1024x384.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/generic-farm-food_header-light_1920x720-768x288.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/generic-farm-food_header-light_1920x720-1536x576.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/generic-farm-food_header-light_1920x720-1600x600.jpg 1600w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/09\/generic-farm-food_header-light_1920x720-240x90.jpg 240w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"outreach-and-partnerships\">Outreach and partnerships<\/h2>\n\n\n\n<p>Our team collaborates with a number of academic and scientific institutions and serve on various advisory boards.<\/p>\n\n\n\n<p><strong>Advisory boards<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aifarms.illinois.edu\/about-us\/advisory-board\/\" target=\"_blank\" rel=\"noopener noreferrer\">AIFARMS Advisory Boards \u2013 AIFARMS (illinois.edu)<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.ag2pi.org\/people\/scientific-advisory-board\/\" target=\"_blank\" rel=\"noopener noreferrer\">AG2PI \u2013 Scientific Advisory Board<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aiira.iastate.edu\/about-us\/scientific-advisory-board\/\" target=\"_blank\" rel=\"noopener noreferrer\">AIIRA \u2013 Scientific Advisory Board (iastate.edu)<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/ag.purdue.edu\/globalaginnovationforum\/about-us\/advisory-committee\/\" target=\"_blank\" rel=\"noopener noreferrer\">Advisory Committee \u2013 Global Agriculture Innovation ForumGlobal Agriculture Innovation Forum (purdue.edu)<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/agmission.org\/about\/\" target=\"_blank\" rel=\"noopener noreferrer\">AgMission<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/terrainai.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Terrain-AI \u2013 Uncovering new insights to support effective climate change decision making<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\n\n\n\n<p><strong>Teaching partnerships<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.conted.ox.ac.uk\/courses\/artificial-intelligence-for-agriculture-technology-agtech-and-climate-change\" target=\"_blank\" rel=\"noopener noreferrer\">Artificial Intelligence for Agriculture Technology and Climate Change (online) | Oxford University Department for Continuing Education<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/learn.microsoft.com\/en-us\/training\/educator-center\/instructor-materials\/farmbeats-for-students\" target=\"_blank\" rel=\"noopener noreferrer\">FarmBeats for Students | Microsoft Learn<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Democratizing digital tools for sustainable agriculture As one of the biggest contributors to climate change, agriculture, along with land use degradation and deforestation, account for about a quarter of the global GHG emissions and consumes about 70% of the world\u2019s freshwater resources. Agriculture is also amongst the most impacted by climate change. Farmers depend on 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