{"id":9759,"date":"2025-04-15T06:49:06","date_gmt":"2025-04-15T06:49:06","guid":{"rendered":"https:\/\/livekerala.com\/blog\/?p=9759"},"modified":"2025-04-15T06:49:06","modified_gmt":"2025-04-15T06:49:06","slug":"how-kerala-is-pioneering-ai-driven-agriculture-solutions","status":"publish","type":"post","link":"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/","title":{"rendered":"How Kerala Is Pioneering AI-Driven Agriculture Solutions"},"content":{"rendered":"

\"\"<\/p>\n

\n

\n
\n
\n
\n
\n
\n
\n
\n
\n

\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 \u00a0 \u00a0 \u00a0 \u00a0AI drone over Kerala paddy field \u2013 smart farming in action.<\/strong><\/p>\n<\/div>\n

Kerala<\/strong>\u00a0is emerging as a trailblazer in AI-powered agriculture<\/strong>. In a region where small-scale farming is the backbone of rural livelihoods, leveraging artificial intelligence (AI)<\/strong> is transforming how farmers cultivate, monitor, and manage their crops. By integrating machine learning algorithms, IoT-based sensors, drones<\/strong>, and predictive analytics, Kerala is setting the stage for a new era of smart farming<\/strong> in India.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n

\n

\u00a0AI in Agriculture: From Concept to Cultivation<\/strong><\/h3>\n

 <\/p>\n

1. Precision Farming in Kerala’s Diverse Terrain<\/strong><\/h3>\n

Kerala’s topography, ranging from high-altitude plantations to coastal plains, makes uniform farming strategies ineffective. Enter precision agriculture<\/strong>, where AI-powered sensors and drones<\/strong> monitor key variables like:<\/p>\n

    \n
  • \n

    Crop health (via NDVI imaging)<\/p>\n<\/li>\n

  • \n

    Soil moisture and temperature<\/p>\n<\/li>\n

  • \n

    Microclimatic variations<\/p>\n<\/li>\n<\/ul>\n

    Farmers can now perform data-driven interventions<\/strong>\u2014applying water, nutrients, and pesticides only where needed, reducing cost and environmental impact.<\/p>\n

    \n

    2. Predictive Analytics for Smarter Decisions<\/strong><\/h3>\n

    Using historical datasets\u2014including rainfall patterns, soil data, and yield records\u2014AI models<\/strong> help Kerala\u2019s farmers:<\/p>\n

      \n
    • \n

      Decide optimal planting\/harvesting times<\/p>\n<\/li>\n

    • \n

      Predict yield volumes<\/p>\n<\/li>\n

    • \n

      Manage climate risks<\/p>\n<\/li>\n<\/ul>\n

      Example<\/strong>: The Kerala Agricultural University collaborates with AI firms to develop ML algorithms<\/strong> that assess monsoon behavior and alert farmers about flood or drought conditions well in advance.<\/p>\n

      \n

      3. Automated Farming Through Robotics and Drones<\/strong><\/h3>\n

      In pilot programs across Wayanad and Palakkad, AI-controlled drones<\/strong> and robotic systems<\/strong> are used for:<\/p>\n

        \n
      • \n

        Autonomous seeding<\/p>\n<\/li>\n

      • \n

        Precision spraying of fertilizers and pesticides<\/p>\n<\/li>\n

      • \n

        Aerial mapping for topographical and pest control data<\/p>\n<\/li>\n<\/ul>\n

        These technologies reduce manual labor and increase operational efficiency, especially in areas with aging farming populations.<\/p>\n

        \n

        4. AI-Driven Disease Detection and Crop Monitoring<\/strong><\/h3>\n

        Collaborations between startups and agricultural extension centers are enabling computer vision tools<\/strong> that detect:<\/p>\n

          \n
        • \n

          Leaf discoloration<\/p>\n<\/li>\n

        • \n

          Pest infestations<\/p>\n<\/li>\n

        • \n

          Fungal growths<\/p>\n<\/li>\n<\/ul>\n

          Early diagnosis allows for targeted treatment, minimizing chemical usage while maximizing crop recovery rates<\/strong>.<\/p>\n

          \n

          5. Smart Livestock Monitoring Systems<\/strong><\/h3>\n

          In Kerala\u2019s dairy and poultry sectors, AI-powered cameras and biometric sensors<\/strong> monitor:<\/p>\n

            \n
          • \n

            Animal health and movement<\/p>\n<\/li>\n

          • \n

            Feeding patterns<\/p>\n<\/li>\n

          • \n

            Stress indicators and reproductive cycles<\/p>\n<\/li>\n<\/ul>\n

            Such tools are increasing milk yield, meat quality, and animal welfare standards<\/strong>.<\/p>\n

            \n

            \u00a0AI Applications on the Ground in Kerala<\/strong><\/h3>\n

            Smart Irrigation Systems<\/strong><\/h4>\n

            Startups like Fasal and AgriApp are piloting AI-based drip and sprinkler systems<\/strong> that automatically adjust irrigation schedules based on soil moisture and weather predictions\u2014saving thousands of liters of water per acre.<\/p>\n

            AI-Driven Crop Yield Prediction<\/strong><\/h4>\n

            Farmers in Idukki and Alappuzha are experimenting with AI software that forecasts yield<\/strong> by analyzing crop growth stages via satellite and drone imagery.<\/p>\n

            Farm-to-Fork Supply Chain Optimization<\/strong><\/h4>\n

            With the rise of organic cooperatives and startups like FarmFresh, AI is being used to predict demand, optimize transport logistics<\/strong>, and minimize post-harvest losses, ensuring fresher produce<\/strong> reaches markets efficiently.<\/p>\n

            \u00a0Soil Health Analytics<\/strong><\/h4>\n

            Portable soil kits integrated with AI mobile apps analyze pH, nutrient levels, and organic carbon. Results guide custom fertilizer recommendations<\/strong>, helping reduce excess chemical input.<\/p>\n

            \u00a0Predictive Maintenance of Farm Equipment<\/strong><\/h4>\n

            Using IoT and AI models, farmers can now predict tractor and machinery failure, <\/strong>reducing downtime and extending equipment life.<\/p>\n

            \n

            \n

            The Future: Kerala’s AI Agriculture Roadmap:<\/strong><\/h3>\n

             <\/p>\n

            1. Increased Food Security<\/strong><\/h4>\n

            By boosting productivity through AI, Kerala can reduce dependence on imports and ensure self-reliance in essential crops like rice, coconut, and spices.<\/p>\n

            2. Sustainable and Eco-Friendly Agriculture<\/strong><\/h4>\n

            AI enables optimized resource use, helping Kerala preserve its delicate ecosystem while meeting the needs of a growing population.<\/p>\n

            3. Empowering Smallholder Farmers<\/strong><\/h4>\n

            Through government-backed initiatives and mobile-based AI tools, even marginal farmers are gaining access to real-time insights, crop advisories<\/strong>, and market linkage, <\/strong>improving livelihoods and profitability.<\/p>\n

            \n

            \u00a0Kerala Leads the Way in India\u2019s Smart Farming Revolution<\/strong><\/h3>\n

            From climate-resilient farming to AI-integrated cooperative models, Kerala is leveraging artificial intelligence to reshape agriculture<\/strong> for a sustainable and data-driven future. As tech adoption scales, Kerala is poised to become a model state for AI-first agriculture in India, <\/strong>where tradition meets innovation for the benefit of people and the planet.<\/p>\n","protected":false},"excerpt":{"rendered":"

            \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 \u00a0 \u00a0 \u00a0 \u00a0AI drone over Kerala paddy field \u2013 smart farming in action. Kerala\u00a0is emerging as a trailblazer in AI-powered agriculture. In […]<\/p>\n","protected":false},"author":25,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","ngg_post_thumbnail":0,"footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-9759","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-blog","7":"entry","8":"has-post-thumbnail"},"yoast_head":"\nHow Kerala Is Pioneering AI-Driven Agriculture Solutions - Live Kerala<\/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:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Kerala Is Pioneering AI-Driven Agriculture Solutions - Live Kerala\" \/>\n<meta property=\"og:description\" content=\"\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 \u00a0 \u00a0 \u00a0 \u00a0AI drone over Kerala paddy field \u2013 smart farming in action. Kerala\u00a0is emerging as a trailblazer in AI-powered agriculture. In […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/\" \/>\n<meta property=\"og:site_name\" content=\"Live Kerala\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-15T06:49:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/livekerala.com\/blog\/wp-content\/uploads\/2025\/04\/4905618c-e49e-4d7e-8f07-a223134c6689.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"1280\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Livekerala\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Livekerala\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/\"},\"author\":{\"name\":\"Livekerala\",\"@id\":\"https:\/\/livekerala.com\/blog\/#\/schema\/person\/95949bacde1ae8cb0b9c55b779e32179\"},\"headline\":\"How Kerala Is Pioneering AI-Driven Agriculture Solutions\",\"datePublished\":\"2025-04-15T06:49:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/\"},\"wordCount\":639,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/livekerala.com\/blog\/wp-content\/uploads\/2025\/04\/4905618c-e49e-4d7e-8f07-a223134c6689-300x300.jpeg\",\"articleSection\":[\"Blog\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/\",\"url\":\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/\",\"name\":\"How Kerala Is Pioneering AI-Driven Agriculture Solutions - Live Kerala\",\"isPartOf\":{\"@id\":\"https:\/\/livekerala.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/livekerala.com\/blog\/wp-content\/uploads\/2025\/04\/4905618c-e49e-4d7e-8f07-a223134c6689-300x300.jpeg\",\"datePublished\":\"2025-04-15T06:49:06+00:00\",\"author\":{\"@id\":\"https:\/\/livekerala.com\/blog\/#\/schema\/person\/95949bacde1ae8cb0b9c55b779e32179\"},\"breadcrumb\":{\"@id\":\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#primaryimage\",\"url\":\"https:\/\/livekerala.com\/blog\/wp-content\/uploads\/2025\/04\/4905618c-e49e-4d7e-8f07-a223134c6689.jpeg\",\"contentUrl\":\"https:\/\/livekerala.com\/blog\/wp-content\/uploads\/2025\/04\/4905618c-e49e-4d7e-8f07-a223134c6689.jpeg\",\"width\":1280,\"height\":1280},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/livekerala.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How Kerala Is Pioneering AI-Driven Agriculture Solutions\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/livekerala.com\/blog\/#website\",\"url\":\"https:\/\/livekerala.com\/blog\/\",\"name\":\"Live Kerala\",\"description\":\"Free Business Online Directory\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/livekerala.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/livekerala.com\/blog\/#\/schema\/person\/95949bacde1ae8cb0b9c55b779e32179\",\"name\":\"Livekerala\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/4033d8d0af01123b2b7d14a1a1e882de6bbce86400ccbd58fd0d6622f6325046?s=96&d=mm&r=g\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/4033d8d0af01123b2b7d14a1a1e882de6bbce86400ccbd58fd0d6622f6325046?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/4033d8d0af01123b2b7d14a1a1e882de6bbce86400ccbd58fd0d6622f6325046?s=96&d=mm&r=g\",\"caption\":\"Livekerala\"},\"sameAs\":[\"https:\/\/livekerala.com\/blog\/\"],\"url\":\"https:\/\/livekerala.com\/blog\/author\/lakshmi\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How Kerala Is Pioneering AI-Driven Agriculture Solutions - Live Kerala","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:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/","og_locale":"en_US","og_type":"article","og_title":"How Kerala Is Pioneering AI-Driven Agriculture Solutions - Live Kerala","og_description":"\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 \u00a0 \u00a0 \u00a0 \u00a0AI drone over Kerala paddy field \u2013 smart farming in action. Kerala\u00a0is emerging as a trailblazer in AI-powered agriculture. In […]","og_url":"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/","og_site_name":"Live Kerala","article_published_time":"2025-04-15T06:49:06+00:00","og_image":[{"width":1280,"height":1280,"url":"https:\/\/livekerala.com\/blog\/wp-content\/uploads\/2025\/04\/4905618c-e49e-4d7e-8f07-a223134c6689.jpeg","type":"image\/jpeg"}],"author":"Livekerala","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Livekerala","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#article","isPartOf":{"@id":"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/"},"author":{"name":"Livekerala","@id":"https:\/\/livekerala.com\/blog\/#\/schema\/person\/95949bacde1ae8cb0b9c55b779e32179"},"headline":"How Kerala Is Pioneering AI-Driven Agriculture Solutions","datePublished":"2025-04-15T06:49:06+00:00","mainEntityOfPage":{"@id":"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/"},"wordCount":639,"commentCount":0,"image":{"@id":"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#primaryimage"},"thumbnailUrl":"https:\/\/livekerala.com\/blog\/wp-content\/uploads\/2025\/04\/4905618c-e49e-4d7e-8f07-a223134c6689-300x300.jpeg","articleSection":["Blog"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/","url":"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/","name":"How Kerala Is Pioneering AI-Driven Agriculture Solutions - Live Kerala","isPartOf":{"@id":"https:\/\/livekerala.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#primaryimage"},"image":{"@id":"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#primaryimage"},"thumbnailUrl":"https:\/\/livekerala.com\/blog\/wp-content\/uploads\/2025\/04\/4905618c-e49e-4d7e-8f07-a223134c6689-300x300.jpeg","datePublished":"2025-04-15T06:49:06+00:00","author":{"@id":"https:\/\/livekerala.com\/blog\/#\/schema\/person\/95949bacde1ae8cb0b9c55b779e32179"},"breadcrumb":{"@id":"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#primaryimage","url":"https:\/\/livekerala.com\/blog\/wp-content\/uploads\/2025\/04\/4905618c-e49e-4d7e-8f07-a223134c6689.jpeg","contentUrl":"https:\/\/livekerala.com\/blog\/wp-content\/uploads\/2025\/04\/4905618c-e49e-4d7e-8f07-a223134c6689.jpeg","width":1280,"height":1280},{"@type":"BreadcrumbList","@id":"https:\/\/livekerala.com\/blog\/how-kerala-is-pioneering-ai-driven-agriculture-solutions\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/livekerala.com\/blog\/"},{"@type":"ListItem","position":2,"name":"How Kerala Is Pioneering AI-Driven Agriculture Solutions"}]},{"@type":"WebSite","@id":"https:\/\/livekerala.com\/blog\/#website","url":"https:\/\/livekerala.com\/blog\/","name":"Live Kerala","description":"Free Business Online Directory","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/livekerala.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/livekerala.com\/blog\/#\/schema\/person\/95949bacde1ae8cb0b9c55b779e32179","name":"Livekerala","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/4033d8d0af01123b2b7d14a1a1e882de6bbce86400ccbd58fd0d6622f6325046?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/4033d8d0af01123b2b7d14a1a1e882de6bbce86400ccbd58fd0d6622f6325046?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/4033d8d0af01123b2b7d14a1a1e882de6bbce86400ccbd58fd0d6622f6325046?s=96&d=mm&r=g","caption":"Livekerala"},"sameAs":["https:\/\/livekerala.com\/blog\/"],"url":"https:\/\/livekerala.com\/blog\/author\/lakshmi\/"}]}},"_links":{"self":[{"href":"https:\/\/livekerala.com\/blog\/wp-json\/wp\/v2\/posts\/9759","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/livekerala.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/livekerala.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/livekerala.com\/blog\/wp-json\/wp\/v2\/users\/25"}],"replies":[{"embeddable":true,"href":"https:\/\/livekerala.com\/blog\/wp-json\/wp\/v2\/comments?post=9759"}],"version-history":[{"count":1,"href":"https:\/\/livekerala.com\/blog\/wp-json\/wp\/v2\/posts\/9759\/revisions"}],"predecessor-version":[{"id":9761,"href":"https:\/\/livekerala.com\/blog\/wp-json\/wp\/v2\/posts\/9759\/revisions\/9761"}],"wp:attachment":[{"href":"https:\/\/livekerala.com\/blog\/wp-json\/wp\/v2\/media?parent=9759"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/livekerala.com\/blog\/wp-json\/wp\/v2\/categories?post=9759"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/livekerala.com\/blog\/wp-json\/wp\/v2\/tags?post=9759"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}