{"id":6320,"date":"2026-10-05T13:23:19","date_gmt":"2026-10-05T13:23:19","guid":{"rendered":"https:\/\/en.eng.ku.ac.th\/?p=6320"},"modified":"2026-10-05T13:23:21","modified_gmt":"2026-10-05T13:23:21","slug":"radar4flood-from-research-to-a-community-based-warning-system-building-sustainable-self-reliance-and-expanding-flood-monitoring-across-the-province","status":"publish","type":"post","link":"https:\/\/en.eng.ku.ac.th\/?p=6320","title":{"rendered":"Radar4Flood: From Research to a Community-based Warning System \u2014 Building Sustainable Self-reliance and Expanding Flood Monitoring across the Province"},"content":{"rendered":"\n<p>Developed through research at the Faculty of Engineering, Kasetsart University, Radar4Flood has become a vital tool for flood monitoring and warning in Thap Ma community in Rayong Province. It is used to track local conditions, plan responses, and alert residents \u2014 helping reduce the risk to life and property. The system is now expanding beyond the community level to support disaster monitoring and management across the province.<\/p>\n\n\n\n<p>The Faculty of Engineering at Kasetsart University, led by Associate Professor Dr Punpim Puttaraksa Mapiam and her research team, developed Radar4Flood with funding from the Agricultural Research Development Agency (Public Organization), or ARDA. The system monitors heavy rainfall and forecasts flooding at the community level, providing local authorities and residents with timely access to information they need to prepare for heavy rain and floods.<\/p>\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-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/2-2-1024x683.jpg\" alt=\"\" class=\"wp-image-6321\" srcset=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/2-2-1024x683.jpg 1024w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/2-2-300x200.jpg 300w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/2-2-768x512.jpg 768w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/2-2-1536x1024.jpg 1536w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/2-2.jpg 1620w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\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\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/3-1-1024x683.jpg\" alt=\"\" class=\"wp-image-6322\" srcset=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/3-1-1024x683.jpg 1024w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/3-1-300x200.jpg 300w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/3-1-768x512.jpg 768w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/3-1-1536x1024.jpg 1536w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/3-1.jpg 1620w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\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\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/4-2-1024x683.jpg\" alt=\"\" class=\"wp-image-6323\" srcset=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/4-2-1024x683.jpg 1024w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/4-2-300x200.jpg 300w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/4-2-768x512.jpg 768w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/4-2-1536x1024.jpg 1536w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/4-2.jpg 1620w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p>The system analyzes weather radar data from a network of four stations to determine rainfall amount and spatial distribution in near real-time, providing a 1\u20132 hour rainfall forecast. This data is then linked to mathematical models to predict water levels and flood areas up to 24 hours in advance.<\/p>\n\n\n\n<p>The information is presented via a website and mobile application, along with a rainfall and water situation alert system, enabling officials and the public to monitor the situation, assess risks, and prepare for potential flooding more quickly in vulnerable areas.<\/p>\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\" style=\"flex-basis:25%\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"1024\" src=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/6-2-723x1024.jpg\" alt=\"\" class=\"wp-image-6324\" srcset=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/6-2-723x1024.jpg 723w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/6-2-212x300.jpg 212w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/6-2-768x1087.jpg 768w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/6-2-1085x1536.jpg 1085w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/6-2.jpg 1230w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" src=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/5-1-1024x577.jpg\" alt=\"\" class=\"wp-image-6325\" srcset=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/5-1-1024x577.jpg 1024w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/5-1-300x169.jpg 300w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/5-1-768x433.jpg 768w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/5-1-1536x866.jpg 1536w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/5-1.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"655\" height=\"1024\" src=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/7-1-655x1024.jpg\" alt=\"\" class=\"wp-image-6326\" srcset=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/7-1-655x1024.jpg 655w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/7-1-192x300.jpg 192w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/7-1-768x1201.jpg 768w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/7-1-982x1536.jpg 982w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/7-1.jpg 1076w\" sizes=\"auto, (max-width: 655px) 100vw, 655px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p><strong>From research to a trusted and practical tool for the community<\/strong><\/p>\n\n\n\n<p>During flooding along Thap Ma Canal, beginning on 27 September, 2026, Thap Ma municipality in Mueang District of Rayong worked with the Rayong Provincial Administrative Organization to use Radar4Flood data for ongoing monitoring and public alerts. The research team provided expertise, technology, and support in analyzing the situation.<\/p>\n\n\n\n<p>Warnings were shared through several channels, including Facebook, LINE groups, and the Radar4Flood app. This ensured that information reached local residents quickly and supported preparations such as evacuating, moving belongings, and relocating cars to safer areas in advance. These measures helped ease concern and build residents\u2019 confidence in responding to the flood.<\/p>\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\" style=\"flex-basis:25%\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"472\" height=\"1024\" src=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/10-2-472x1024.jpg\" alt=\"\" class=\"wp-image-6330\" srcset=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/10-2-472x1024.jpg 472w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/10-2-138x300.jpg 138w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/10-2-768x1665.jpg 768w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/10-2-709x1536.jpg 709w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/10-2-945x2048.jpg 945w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/10-2-scaled.jpg 1181w\" sizes=\"auto, (max-width: 472px) 100vw, 472px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"915\" src=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/8-1-1024x915.jpg\" alt=\"\" class=\"wp-image-6328\" srcset=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/8-1-1024x915.jpg 1024w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/8-1-300x268.jpg 300w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/8-1-768x686.jpg 768w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/8-1-1536x1372.jpg 1536w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/8-1.jpg 1900w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"472\" height=\"1024\" src=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/9-2-472x1024.jpg\" alt=\"\" class=\"wp-image-6331\" srcset=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/9-2-472x1024.jpg 472w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/9-2-138x300.jpg 138w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/9-2-768x1665.jpg 768w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/9-2-709x1536.jpg 709w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/9-2-945x2048.jpg 945w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/9-2-scaled.jpg 1181w\" sizes=\"auto, (max-width: 472px) 100vw, 472px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p><strong>Radar4Flood\u2019s most important contribution is not just the technology behind it, but making that technology a tool the community can use.<\/strong><\/p>\n\n\n\n<p>The project prioritizes sharing knowledge so local authorities and residents can monitor conditions, assess risks, manage responses, and communicate warnings among themselves. This ensures the system&#8217;s continued use and creates sustainability in community-based disaster monitoring.<\/p>\n\n\n\n<p>Starting in the Thap Ma River Basin, Radar4Flood is now moving from a system used by the community to a broader initiative supporting disaster monitoring and management across the province. It brings together research, technology, local authorities and residents so they can respond to disasters more effectively and sustainably.<\/p>\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-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/11-1-1024x683.jpg\" alt=\"\" class=\"wp-image-6332\" srcset=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/11-1-1024x683.jpg 1024w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/11-1-300x200.jpg 300w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/11-1-768x512.jpg 768w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/11-1-1536x1024.jpg 1536w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/11-1.jpg 1567w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\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\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/12-2-1024x683.jpg\" alt=\"\" class=\"wp-image-6333\" srcset=\"https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/12-2-1024x683.jpg 1024w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/12-2-300x200.jpg 300w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/12-2-768x512.jpg 768w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/12-2-1536x1024.jpg 1536w, https:\/\/en.eng.ku.ac.th\/wp-content\/uploads\/2026\/10\/12-2.jpg 1620w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div><p id=\"pvc_stats_6320\" class=\"pvc_stats all  \" data-element-id=\"6320\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/en.eng.ku.ac.th\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p><div class=\"pvc_clear\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Developed through research at the Faculty of Engineering, Kasetsart University, Radar4Flood has become a vital tool for flood monitoring and warning in Thap Ma community in Rayong Province. It is used to track local conditions, plan responses, and alert residents \u2014 helping reduce the risk to life and property. The system is now expanding beyond [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_6320\" class=\"pvc_stats all  \" data-element-id=\"6320\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/en.eng.ku.ac.th\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":6,"featured_media":6333,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[480,583,582,580,33,579,311,578,581],"class_list":["post-6320","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-faculty-news","tag-agricultural-research-development-agency","tag-climate-resilience","tag-disaster-mitigation","tag-early-warning-system","tag-engineering-ku","tag-flood-warning","tag-kasetsart-university","tag-radar4flood","tag-rain-radar"],"_links":{"self":[{"href":"https:\/\/en.eng.ku.ac.th\/index.php?rest_route=\/wp\/v2\/posts\/6320","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/en.eng.ku.ac.th\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/en.eng.ku.ac.th\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/en.eng.ku.ac.th\/index.php?rest_route=\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/en.eng.ku.ac.th\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6320"}],"version-history":[{"count":1,"href":"https:\/\/en.eng.ku.ac.th\/index.php?rest_route=\/wp\/v2\/posts\/6320\/revisions"}],"predecessor-version":[{"id":6334,"href":"https:\/\/en.eng.ku.ac.th\/index.php?rest_route=\/wp\/v2\/posts\/6320\/revisions\/6334"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/en.eng.ku.ac.th\/index.php?rest_route=\/wp\/v2\/media\/6333"}],"wp:attachment":[{"href":"https:\/\/en.eng.ku.ac.th\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6320"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/en.eng.ku.ac.th\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6320"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/en.eng.ku.ac.th\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6320"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}