{"id":1793,"date":"2024-11-16T13:43:50","date_gmt":"2024-11-16T11:43:50","guid":{"rendered":"https:\/\/greenmawared.com\/?p=1793"},"modified":"2024-12-09T12:08:28","modified_gmt":"2024-12-09T10:08:28","slug":"ai-for-regenerative-agriculture","status":"publish","type":"post","link":"https:\/\/greenmawared.com\/ar\/posts\/ai-for-regenerative-agriculture\/","title":{"rendered":"AI for Regenerative Agriculture"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"1793\" class=\"elementor elementor-1793\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2ca526ec elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2ca526ec\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-386edc3b\" data-id=\"386edc3b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7175d6df elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7175d6df\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-5a9a4d2b\" data-id=\"5a9a4d2b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-36dea07d elementor-widget elementor-widget-raven-post-title\" data-id=\"36dea07d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"raven-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"raven-post-title\">AI for Regenerative Agriculture<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41b26bcc elementor-widget elementor-widget-raven-post-meta\" data-id=\"41b26bcc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"raven-post-meta.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"raven-inline-items raven-icon-list-items raven-post-meta\">\n\t\t\t\t\t<li class=\"raven-icon-list-item elementor-repeater-item-c6d3520 raven-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/greenmawared.com\/ar\/posts\/2024\/11\/16\/\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"raven-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-calendar\"><\/i>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<span class=\"raven-icon-list-text raven-post-meta-item raven-post-meta-item-type-date\">\n\t\t\t\t\t\t\t\t\t\t\u0646\u0648\u0641\u0645\u0628\u0631 16, 2024\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"raven-icon-list-item elementor-repeater-item-c52dd53 raven-inline-item\">\n\t\t\t\t\t\t\t\t\t<span class=\"raven-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-stopwatch\"><\/i>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<span class=\"raven-icon-list-text raven-post-meta-item raven-post-meta-item-type-reading time\">\n\t\t\t\t\t\t\t\t\t\t1 minute\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-466f7f1\" data-id=\"466f7f1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-63246a30 elementor-widget elementor-widget-image\" data-id=\"63246a30\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2024\/11\/regenerative.jpg\" class=\"attachment-large size-large wp-image-1801\" alt=\"regenerative agriculture\" srcset=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2024\/11\/regenerative.jpg 600w, https:\/\/greenmawared.com\/wp-content\/uploads\/2024\/11\/regenerative-300x200.jpg 300w, https:\/\/greenmawared.com\/wp-content\/uploads\/2024\/11\/regenerative-18x12.jpg 18w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/>\t\t\t\t\t\t\t\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5d7ad55b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5d7ad55b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3d9f4262\" data-id=\"3d9f4262\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-18bad288 elementor-widget elementor-widget-text-editor\" data-id=\"18bad288\" 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<p id=\"ember50\">In traditional regenerative agriculture design, companion planting is a crucial practice that requires careful consideration of multiple factors, including crop selection, soil type, weather patterns, and pest management. However, as climate change introduces unprecedented variables, making informed decisions becomes increasingly challenging. The same problems arise with other practices of regenerative agriculture, where complex decisions are becoming harder to make with the climate changes.<\/p>\n<p><\/p>\n<p id=\"ember51\">This is where AI can shine! Designing an LLM (Large Language Model) specializing in regenerative agriculture would provide a valuable tool for designers and farmers to create optimal farm plans that not only minimize environmental impact but also ensure productivity and resilience in the face of climate change.<\/p>\n<p><\/p>\n<p id=\"ember53\">Key considerations for such an LLM include:<\/p>\n<p><\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\"><\/ul>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\">\n<li>Inter-cropping strategies and companion planting recommendations tailored to specific crop combinations, soil types, and weather patterns<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\">\n<li>Integration with climate data and weather forecasts to optimize farm design<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\">\n<li>Inclusion of traditional food systems and economic factors to ensure farm viability<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\">\n<li>Adaptability to changing environmental conditions and emerging pest management challenges<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n<p><\/p>\n<p id=\"ember56\">To make this vision a reality, we need to collaborate on two fronts:<\/p>\n<p><\/p>\n<ol class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ol class=\"wp-block-list\"><\/ol>\n<\/li>\n<\/ol>\n<p>\u00a0<\/p>\n<ol class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ol class=\"wp-block-list\">\n<li><strong>Identify existing efforts <\/strong>in AI-driven regenerative agriculture research and best practices.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><\/p>\n<ol class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ol class=\"wp-block-list\">\n<li><strong>Gather open data and experiences <\/strong>from farmers, designers, and researchers to enrich the background of LLMs.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><\/p>\n<p><\/p>\n<p id=\"ember59\">Based on the discussions with many experts, the company has put together a preliminary system proposal summary.<\/p>\n<p><\/p>\n<h2 id=\"ember60\" class=\"wp-block-heading\">System Introduction<\/h2>\n<p><\/p>\n<p id=\"ember61\">The core of the proposed system is an interactive AI that can engage in detailed dialogue with regenerative agriculture experts about their specific farming context. By combining the latest advancements in AI with extensive open agricultural knowledge and the knowledge obtained through the interaction with experts, we aim to create a tool that can assist farmers in making optimal decisions for their unique circumstances.<\/p>\n<p><\/p>\n<p id=\"ember62\">This system will go beyond simple question-answering. It will be capable of generating comprehensive farm plans, considering multiple factors simultaneously, and adapting its recommendations based on user feedback. The AI will act as a knowledgeable consultant, guiding experts through the complex process of agricultural planning while providing scientifically-backed advice, and at the same time, improving its knowledge in this complex domain.<\/p>\n<p><\/p>\n<h2 id=\"ember63\" class=\"wp-block-heading\">Data Sources<\/h2>\n<p><\/p>\n<p id=\"ember64\">The proposed system will incorporate multiple data sources, including but not limited to:<\/p>\n<p><\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\"><\/ul>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\">\n<li>Crop databases with information on growth requirements, yields, and market values<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\">\n<li>Plant databases with information on companionship properties, edible and medicinal uses, hardiness, agroforestry uses, physical properties, soil and water requirements, etc.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\">\n<li>Climate and weather data, including historical trends and future projections<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\">\n<li>Soil type and quality information<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\">\n<li>Knowledge databases of sustainable farming practices and techniques, including open references, lectures, courses, etc.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\">\n<li>Local and global market trends for crops and other related products (livestock, fish stock, by-products)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\">\n<li>Livestock animals database of information including feed requirements, climate requirements, market value, by-products, etc.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n<ul class=\"wp-block-list\">\n<li style=\"list-style-type: none;\">\n<ul class=\"wp-block-list\">\n<li>Fish stock database of information similar to livestock animals<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n<p><\/p>\n<h2 id=\"ember66\" class=\"wp-block-heading\">Technical Approach<\/h2>\n<p><\/p>\n<p id=\"ember67\">At the heart of our system will be a large language model, likely based on GPT-4, Claude or a similar advanced AI.<\/p>\n<p><\/p>\n<p id=\"ember68\"><strong>Custom Prompts and Workflows<\/strong><\/p>\n<p><\/p>\n<p id=\"ember69\">The system will feature a series of specialized prompts and decision trees to guide the AI through the agricultural planning process. This ensures that all crucial factors are considered and that the AI&#8217;s responses remain relevant and focused. For example, the prompts could be a series of the regenerative design decisions including companion plants, companion livestock and fish stock, cover crops, mulching materials, composting materials, animal and fish fodder sources, etc.<\/p>\n<p><\/p>\n<p id=\"ember70\"><strong>Retrieval-Augmented Generation (RAG)<\/strong><\/p>\n<p><\/p>\n<p id=\"ember71\">To supplement the AI&#8217;s general knowledge, the system will implement RAG techniques. This allows the system to access and incorporate specific pieces of information from the agricultural databases, ensuring accuracy and up-to-date recommendations.<\/p>\n<p><\/p>\n<p id=\"ember72\"><strong>Fine-Tuning<\/strong><\/p>\n<p><\/p>\n<p id=\"ember73\">While commercial LLMs provide a strong foundation, the system model should be fine-tuned with agricultural-specific data to enhance its performance in this domain.<\/p>\n<p><\/p>\n<p id=\"ember74\"><strong>Interactive Decision Trees<\/strong><\/p>\n<p><\/p>\n<p id=\"ember75\">The system should be implemented with a flexible decision tree framework that allows the AI to adapt its line of questioning and recommendations based on user inputs and preferences.<\/p>\n<p><\/p>\n<p id=\"ember76\">#agriculture #agritech #AI #climatechange #RegenerativeAgriculture<\/p>\n<p><\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section 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height=\"83\" src=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2024\/11\/divider-1.png\" class=\"attachment-full size-full wp-image-1710\" alt=\"\" srcset=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2024\/11\/divider-1.png 1200w, https:\/\/greenmawared.com\/wp-content\/uploads\/2024\/11\/divider-1-300x21.png 300w, https:\/\/greenmawared.com\/wp-content\/uploads\/2024\/11\/divider-1-1024x71.png 1024w, https:\/\/greenmawared.com\/wp-content\/uploads\/2024\/11\/divider-1-768x53.png 768w, https:\/\/greenmawared.com\/wp-content\/uploads\/2024\/11\/divider-1-18x1.png 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-31ec4f68 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"31ec4f68\" 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srcset=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/05\/2021-04-15_cashews-report_1200x675-600.jpg 600w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/05\/2021-04-15_cashews-report_1200x675-600-300x200.jpg 300w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/05\/2021-04-15_cashews-report_1200x675-600-18x12.jpg 18w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/> <span class=\"raven-post-image-overlay\"><\/span><\/a>\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"raven-post-content\">\n\t\t\t\t\t\t<h3 class=\"raven-post-title\"><a class=\"raven-post-title-link\" href=\"https:\/\/greenmawared.com\/ar\/posts\/how-agro-industry-integration-is-growing-agripreneurship\/\">How Agro-Industry Integration is Growing Agripreneurship<\/a><\/h3>\t\t<div class=\"raven-post-meta\"><a class=\"raven-post-meta-item raven-post-date\" href=\"https:\/\/greenmawared.com\/ar\/posts\/2025\/05\/\" rel=\"bookmark\">\u0645\u0627\u064a\u0648 17, 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class=\"raven-post-image-overlay\"><\/span><\/a>\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"raven-post-content\">\n\t\t\t\t\t\t<h3 class=\"raven-post-title\"><a class=\"raven-post-title-link\" href=\"https:\/\/greenmawared.com\/ar\/posts\/otu-and-green-mawared-join-forces-to-revolutionize-agriculture-and-urban-planning\/\">OTU and Green Mawared Join Forces to Revolutionize Agriculture and Urban Planning<\/a><\/h3>\t\t<div class=\"raven-post-meta\"><a class=\"raven-post-meta-item raven-post-date\" href=\"https:\/\/greenmawared.com\/ar\/posts\/2025\/05\/\" rel=\"bookmark\">\u0645\u0627\u064a\u0648 6, 2025<\/a><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t\t<div class=\"swiper-slide\">\n\t\t\t<div class=\"raven-post-wrapper\">\n\t\t\t\t<div class=\"raven-post\">\n\t\t\t\t\t\t\t<div class=\"raven-post-image-wrap\">\n\t\t\t<a class=\"raven-post-image raven-image-fit\"  href=\"https:\/\/greenmawared.com\/ar\/posts\/cultivating-ibris-sustainable-future-green-mawareds-vision\/\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/04\/isp-eng-600.jpg\" class=\"attachment-large size-large wp-image-2118\" alt=\"\" srcset=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/04\/isp-eng-600.jpg 600w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/04\/isp-eng-600-300x200.jpg 300w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/04\/isp-eng-600-18x12.jpg 18w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/> <span class=\"raven-post-image-overlay\"><\/span><\/a>\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"raven-post-content\">\n\t\t\t\t\t\t<h3 class=\"raven-post-title\"><a class=\"raven-post-title-link\" href=\"https:\/\/greenmawared.com\/ar\/posts\/cultivating-ibris-sustainable-future-green-mawareds-vision\/\">Cultivating Ibri&#8217;s Sustainable Future &#8211; Green Mawared&#8217;s Vision<\/a><\/h3>\t\t<div class=\"raven-post-meta\"><a class=\"raven-post-meta-item raven-post-date\" href=\"https:\/\/greenmawared.com\/ar\/posts\/2025\/04\/\" rel=\"bookmark\">\u0623\u0628\u0631\u064a\u0644 29, 2025<\/a><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t\t<div class=\"swiper-slide\">\n\t\t\t<div class=\"raven-post-wrapper\">\n\t\t\t\t<div class=\"raven-post\">\n\t\t\t\t\t\t\t<div class=\"raven-post-image-wrap\">\n\t\t\t<a class=\"raven-post-image raven-image-fit\"  href=\"https:\/\/greenmawared.com\/ar\/posts\/can-regenerative-agriculture-feed-the-world-debunking-myths-about-food-and-water-security\/\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/04\/Growing-Corporate-Hold-on-Farmland-Risky-for-World-Food-Security-600.jpg\" class=\"attachment-large size-large wp-image-2112\" alt=\"\" srcset=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/04\/Growing-Corporate-Hold-on-Farmland-Risky-for-World-Food-Security-600.jpg 600w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/04\/Growing-Corporate-Hold-on-Farmland-Risky-for-World-Food-Security-600-300x200.jpg 300w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/04\/Growing-Corporate-Hold-on-Farmland-Risky-for-World-Food-Security-600-18x12.jpg 18w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/> <span class=\"raven-post-image-overlay\"><\/span><\/a>\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"raven-post-content\">\n\t\t\t\t\t\t<h3 class=\"raven-post-title\"><a class=\"raven-post-title-link\" href=\"https:\/\/greenmawared.com\/ar\/posts\/can-regenerative-agriculture-feed-the-world-debunking-myths-about-food-and-water-security\/\">Can Regenerative Agriculture Feed the World? 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srcset=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/04\/How-to-Build-an-ERP-for-Agriculture-600.jpg 600w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/04\/How-to-Build-an-ERP-for-Agriculture-600-300x200.jpg 300w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/04\/How-to-Build-an-ERP-for-Agriculture-600-18x12.jpg 18w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/> <span class=\"raven-post-image-overlay\"><\/span><\/a>\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"raven-post-content\">\n\t\t\t\t\t\t<h3 class=\"raven-post-title\"><a class=\"raven-post-title-link\" href=\"https:\/\/greenmawared.com\/ar\/posts\/the-puzzling-absence-of-erp-in-agriculture-why-are-farms-still-stuck-in-the-past\/\">The Puzzling Absence of ERP in Agriculture: Why Are Farms Still Stuck in the Past?<\/a><\/h3>\t\t<div class=\"raven-post-meta\"><a class=\"raven-post-meta-item raven-post-date\" href=\"https:\/\/greenmawared.com\/ar\/posts\/2025\/04\/\" rel=\"bookmark\">\u0623\u0628\u0631\u064a\u0644 1, 2025<\/a><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t\t<div class=\"swiper-slide\">\n\t\t\t<div class=\"raven-post-wrapper\">\n\t\t\t\t<div class=\"raven-post\">\n\t\t\t\t\t\t\t<div class=\"raven-post-image-wrap\">\n\t\t\t<a class=\"raven-post-image raven-image-fit\"  href=\"https:\/\/greenmawared.com\/ar\/posts\/why-technology-alone-isnt-enough\/\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/1740313884731-600.jpg\" class=\"attachment-large size-large wp-image-2078\" alt=\"\" srcset=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/1740313884731-600.jpg 600w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/1740313884731-600-300x200.jpg 300w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/1740313884731-600-18x12.jpg 18w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/> <span class=\"raven-post-image-overlay\"><\/span><\/a>\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"raven-post-content\">\n\t\t\t\t\t\t<h3 class=\"raven-post-title\"><a class=\"raven-post-title-link\" href=\"https:\/\/greenmawared.com\/ar\/posts\/why-technology-alone-isnt-enough\/\">Why Technology Alone Isn&#8217;t Enough<\/a><\/h3>\t\t<div class=\"raven-post-meta\"><a class=\"raven-post-meta-item raven-post-date\" href=\"https:\/\/greenmawared.com\/ar\/posts\/2025\/03\/\" rel=\"bookmark\">\u0645\u0627\u0631\u0633 20, 2025<\/a><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t\t<div class=\"swiper-slide\">\n\t\t\t<div class=\"raven-post-wrapper\">\n\t\t\t\t<div class=\"raven-post\">\n\t\t\t\t\t\t\t<div class=\"raven-post-image-wrap\">\n\t\t\t<a class=\"raven-post-image raven-image-fit\"  href=\"https:\/\/greenmawared.com\/ar\/posts\/why-meeting-green-standards-isnt-sustainable-enough\/\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/USCG-HQ4_Hoachlander-Davis-Photography-600.jpg\" class=\"attachment-large size-large wp-image-2071\" alt=\"Green Standards\" srcset=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/USCG-HQ4_Hoachlander-Davis-Photography-600.jpg 600w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/USCG-HQ4_Hoachlander-Davis-Photography-600-300x200.jpg 300w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/USCG-HQ4_Hoachlander-Davis-Photography-600-18x12.jpg 18w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/> <span class=\"raven-post-image-overlay\"><\/span><\/a>\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"raven-post-content\">\n\t\t\t\t\t\t<h3 class=\"raven-post-title\"><a class=\"raven-post-title-link\" href=\"https:\/\/greenmawared.com\/ar\/posts\/why-meeting-green-standards-isnt-sustainable-enough\/\">Why Meeting Green Standards Isn&#8217;t Sustainable Enough<\/a><\/h3>\t\t<div class=\"raven-post-meta\"><a class=\"raven-post-meta-item raven-post-date\" href=\"https:\/\/greenmawared.com\/ar\/posts\/2025\/03\/\" rel=\"bookmark\">\u0645\u0627\u0631\u0633 11, 2025<\/a><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t\t<div class=\"swiper-slide\">\n\t\t\t<div class=\"raven-post-wrapper\">\n\t\t\t\t<div class=\"raven-post\">\n\t\t\t\t\t\t\t<div class=\"raven-post-image-wrap\">\n\t\t\t<a class=\"raven-post-image raven-image-fit\"  href=\"https:\/\/greenmawared.com\/ar\/posts\/the-role-of-smallholder-farmers-in-enhancing-national-food-security\/\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/1616913300187-600.jpg\" class=\"attachment-large size-large wp-image-2063\" alt=\"small farms\" srcset=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/1616913300187-600.jpg 600w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/1616913300187-600-300x200.jpg 300w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/1616913300187-600-18x12.jpg 18w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/> <span class=\"raven-post-image-overlay\"><\/span><\/a>\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"raven-post-content\">\n\t\t\t\t\t\t<h3 class=\"raven-post-title\"><a class=\"raven-post-title-link\" href=\"https:\/\/greenmawared.com\/ar\/posts\/the-role-of-smallholder-farmers-in-enhancing-national-food-security\/\">The Role of Smallholder Farmers in Enhancing National Food Security<\/a><\/h3>\t\t<div class=\"raven-post-meta\"><a class=\"raven-post-meta-item raven-post-date\" href=\"https:\/\/greenmawared.com\/ar\/posts\/2025\/03\/\" rel=\"bookmark\">\u0645\u0627\u0631\u0633 3, 2025<\/a><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t\t<div class=\"swiper-slide\">\n\t\t\t<div class=\"raven-post-wrapper\">\n\t\t\t\t<div class=\"raven-post\">\n\t\t\t\t\t\t\t<div class=\"raven-post-image-wrap\">\n\t\t\t<a class=\"raven-post-image raven-image-fit\"  href=\"https:\/\/greenmawared.com\/ar\/posts\/the-remarkable-resilience-of-seeds\/\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/Germination-process-of-seed-600.jpg\" class=\"attachment-large size-large wp-image-2057\" alt=\"\" srcset=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/Germination-process-of-seed-600.jpg 600w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/Germination-process-of-seed-600-300x200.jpg 300w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/03\/Germination-process-of-seed-600-18x12.jpg 18w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/> <span class=\"raven-post-image-overlay\"><\/span><\/a>\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"raven-post-content\">\n\t\t\t\t\t\t<h3 class=\"raven-post-title\"><a class=\"raven-post-title-link\" href=\"https:\/\/greenmawared.com\/ar\/posts\/the-remarkable-resilience-of-seeds\/\">The Remarkable Resilience of Seeds<\/a><\/h3>\t\t<div class=\"raven-post-meta\"><a class=\"raven-post-meta-item raven-post-date\" href=\"https:\/\/greenmawared.com\/ar\/posts\/2025\/02\/\" rel=\"bookmark\">\u0641\u0628\u0631\u0627\u064a\u0631 25, 2025<\/a><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t\t<div class=\"swiper-slide\">\n\t\t\t<div class=\"raven-post-wrapper\">\n\t\t\t\t<div class=\"raven-post\">\n\t\t\t\t\t\t\t<div class=\"raven-post-image-wrap\">\n\t\t\t<a class=\"raven-post-image raven-image-fit\"  href=\"https:\/\/greenmawared.com\/ar\/posts\/killing-the-food-security-golden-goose\/\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/02\/FN-AC788_FN_Gol_P_20180201110903-600-400.jpg\" class=\"attachment-large size-large wp-image-2022\" alt=\"Killing the Food Security Golden Goose\" srcset=\"https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/02\/FN-AC788_FN_Gol_P_20180201110903-600-400.jpg 600w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/02\/FN-AC788_FN_Gol_P_20180201110903-600-400-300x200.jpg 300w, https:\/\/greenmawared.com\/wp-content\/uploads\/2025\/02\/FN-AC788_FN_Gol_P_20180201110903-600-400-18x12.jpg 18w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/> <span class=\"raven-post-image-overlay\"><\/span><\/a>\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"raven-post-content\">\n\t\t\t\t\t\t<h3 class=\"raven-post-title\"><a class=\"raven-post-title-link\" href=\"https:\/\/greenmawared.com\/ar\/posts\/killing-the-food-security-golden-goose\/\">Killing the Food Security Golden Goose<\/a><\/h3>\t\t<div class=\"raven-post-meta\"><a class=\"raven-post-meta-item raven-post-date\" href=\"https:\/\/greenmawared.com\/ar\/posts\/2025\/02\/\" rel=\"bookmark\">\u0641\u0628\u0631\u0627\u064a\u0631 13, 2025<\/a><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"swiper-pagination swiper-pager-outside bullets-pagination-type\"><\/div>\n\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"swiper-button-prev\"><\/div>\n\t\t\t\t<div class=\"swiper-button-next\"><\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>The integration of AI into regenerative agriculture presents a promising avenue for addressing the complex challenges faced by farmers and agricultural designers in an era of climate change.<br \/>\nThis article explores the potential of AI, specifically Large Language Models (LLMs), to revolutionize regenerative agriculture practices.<\/p>","protected":false},"author":1,"featured_media":1801,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[13],"tags":[],"class_list":["post-1793","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-english-internal"],"acf":[],"_links":{"self":[{"href":"https:\/\/greenmawared.com\/ar\/wp-json\/wp\/v2\/posts\/1793","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/greenmawared.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/greenmawared.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/greenmawared.com\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/greenmawared.com\/ar\/wp-json\/wp\/v2\/comments?post=1793"}],"version-history":[{"count":12,"href":"https:\/\/greenmawared.com\/ar\/wp-json\/wp\/v2\/posts\/1793\/revisions"}],"predecessor-version":[{"id":1851,"href":"https:\/\/greenmawared.com\/ar\/wp-json\/wp\/v2\/posts\/1793\/revisions\/1851"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/greenmawared.com\/ar\/wp-json\/wp\/v2\/media\/1801"}],"wp:attachment":[{"href":"https:\/\/greenmawared.com\/ar\/wp-json\/wp\/v2\/media?parent=1793"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/greenmawared.com\/ar\/wp-json\/wp\/v2\/categories?post=1793"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/greenmawared.com\/ar\/wp-json\/wp\/v2\/tags?post=1793"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}