{"id":13729,"date":"2024-07-30T22:56:47","date_gmt":"2024-07-30T22:56:47","guid":{"rendered":"https:\/\/sig-gis.com\/?p=13729"},"modified":"2024-09-25T06:56:08","modified_gmt":"2024-09-25T06:56:08","slug":"rlcms-regional-land-cover-mapping-system","status":"publish","type":"post","link":"https:\/\/sig-gis.com\/rlcms-regional-land-cover-mapping-system\/","title":{"rendered":"Regional Land Cover Mapping System (RLCMS)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13729\" class=\"elementor elementor-13729\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a70a27 e-con-full e-flex e-con e-parent\" data-id=\"0a70a27\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;arrow&quot;}\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 700 10\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M350,10L340,0h20L350,10z\"\/>\n<\/svg>\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bd53659 e-con-full e-flex e-con e-child\" data-id=\"bd53659\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2b20c76 e-con-full e-flex e-con e-child\" data-id=\"2b20c76\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-edc724f e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"edc724f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-421cce7 e-con-full e-flex e-con e-child\" data-id=\"421cce7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bbb0df0 elementor-widget elementor-widget-heading\" data-id=\"bbb0df0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">RLCMS<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3493af9 elementor-widget elementor-widget-heading\" data-id=\"3493af9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"> Regional Land Cover Mapping System <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-acb4f64 elementor-widget elementor-widget-heading\" data-id=\"acb4f64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Solution Application<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f2ff10 elementor-view-framed elementor-position-inline-start elementor-shape-square elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"1f2ff10\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/sig-gis.com\/solutions-em\/\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Environmental Mapping\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-solutions-leaf\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/sig-gis.com\/solutions-em\/\" >\n\t\t\t\t\t\t\tEnvironmental Mapping\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/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<\/div>\n\t\t<div class=\"elementor-element elementor-element-cb03277 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"cb03277\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-3e0c285 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"3e0c285\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f79287d elementor-widget elementor-widget-image\" data-id=\"f79287d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/landcovermapping.org\/en\/services\/\" target=\"_blank\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"720\" src=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/04\/rlcms_logo.webp\" class=\"attachment-large size-large wp-image-3358\" alt=\"REGIONAL LAND COVER MONITORING SYSTEM - RLCMS\" srcset=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/04\/rlcms_logo.webp 900w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/04\/rlcms_logo-300x270.webp 300w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/04\/rlcms_logo-768x691.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68fc014 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start 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d=\"M98.49,49.33A54.46,54.46,0,0,0,79,154.64a3.35,3.35,0,0,0,2.7-.12,3.41,3.41,0,0,0,1.76-2.05l10.22-32.63a3.39,3.39,0,0,0-1.6-4,13.62,13.62,0,1,1,12.92,0,3.39,3.39,0,0,0-1.6,4l10.22,32.64a3.39,3.39,0,0,0,1.77,2.05,3.45,3.45,0,0,0,1.48.34,3.61,3.61,0,0,0,1.22-.22A54.47,54.47,0,0,0,98.49,49.33Z\" transform=\"translate(-8 -11.6)\" style=\"fill:#fff\"><\/path><\/g><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tOpen Source\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0f6bf52 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"0f6bf52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/landcovermapping.org\/en\/landcover\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">View<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a8cc659 e-flex e-con-boxed e-con e-child\" data-id=\"a8cc659\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a53e000 elementor-view-framed elementor-shape-square elementor-widget elementor-widget-icon\" data-id=\"a53e000\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/github.com\/sig-gis\/rlcms\" target=\"_blank\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg 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d='m266,32.7c45.5,0,77.2,23.2,129.1,39.1,28.6,8.7,150.3,10.1,254-39.1,103.7-49.2,91.7,34.4,149.2,0,86-51,201.7,27.5,201.7,27.5v39.8H0v-36.5s28.2,18.5,92.1,18.5c97.7-.1,132.2-49.3,173.9-49.3Z'\/><path class='premium-sh-cls-1' d='m233.9,71.1c200,57.5,266-65.5,395.1-19.5,129,46.6,129,43,186.2,27.8,56.8-15.2,52.5-24.3,94.9-31.9,61.3-11.2,89.9,52.5,89.9,52.5H0s9.9-40.9,83.6-48.1,86.8,1.1,150.3,19.2Z'\/><\/svg>\t\t\t\t<\/div>\n\t\t\t<div class=\"elementor-element elementor-element-e9ba486 e-con-full premium-shape5 premium-shape-divider-yes e-flex premium-shape-divider__default premium-shape-divider-anime-yes premium-sh-no-stretch-yes e-con e-child\" data-id=\"e9ba486\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-311d723 elementor-widget elementor-widget-heading\" data-id=\"311d723\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Monitoring Changes with Machine Learning <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-282199e elementor-widget elementor-widget-text-editor\" data-id=\"282199e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tCollaborating with NASA\u2019s SERVIR Southeast Asia (SEA) and the Asian Disaster Preparedness Center (ADPC), Spatial Informatics Group developed AI technology to create yearly land cover maps for various uses, such as monitoring land use, land cover change, crop mapping, and more. At the onset of the project, focus was mainly on building tools for the Lower Mekong Region, but use of the RLCMS has expanded since its completion. Built with Google Earth Engine, the tool utilizes satellite imagery and user customization to produce maps appropriate to the user\u2019s needs, and can be updated over time. \n\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2253b3a e-con-full e-flex e-con e-child\" data-id=\"2253b3a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8b85698 elementor-widget elementor-widget-image\" data-id=\"8b85698\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/landcovermapping.org\/en\/services\/\" target=\"_blank\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"117\" src=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/04\/servir-sea-logo-white.webp\" class=\"attachment-large size-large wp-image-2702\" alt=\"SERVIR SEA\" srcset=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/04\/servir-sea-logo-white.webp 900w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/04\/servir-sea-logo-white-300x44.webp 300w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/04\/servir-sea-logo-white-768x113.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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<\/div>\n\t\t<section class=\"elementor-element elementor-element-f6b12fd e-con-full e-flex e-con e-child\" data-id=\"f6b12fd\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;none&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-414ee93 e-con-full e-flex e-con e-child\" data-id=\"414ee93\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-329dbb0 elementor-widget elementor-widget-heading\" data-id=\"329dbb0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Technical Data<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1ed53ed e-con-full e-flex e-con e-child\" data-id=\"1ed53ed\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d9343be e-con-full e-flex e-con e-child\" data-id=\"d9343be\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4aef611 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"4aef611\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">System Capabilities <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-059c132 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"059c132\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">High levels of consistency over time<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Twenty-two (22) land cover categories<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Annual or bi-annual updates<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Stakeholder-driven classification<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">High levels of accuracy<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Customization<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-96cab3b elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"96cab3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">System Support<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08bb9d3 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"08bb9d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Documentation <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Maintenance <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Repository<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7f69283 e-con-full e-flex e-con e-child\" data-id=\"7f69283\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a64c9e3 e-con-full e-flex e-con e-child\" data-id=\"a64c9e3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-96970e9 e-con-full e-flex e-con e-child\" data-id=\"96970e9\" data-element_type=\"container\" data-e-type=\"container\" id=\"videos\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa151f3 elementor-widget elementor-widget-heading\" data-id=\"aa151f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">RLCMS Application<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aead14d e-con-full e-flex e-con e-child\" data-id=\"aead14d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-933bb52 e-con-full e-flex e-con e-child\" data-id=\"933bb52\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ae93298 elementor-widget elementor-widget-video\" data-id=\"ae93298\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/RLCMS-video.mov\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\" poster=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Cover-RLCMS-1.jpg\"><\/video>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07c6797 elementor-widget elementor-widget-text-editor\" data-id=\"07c6797\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><em>Select views<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8a83c03 e-con-full e-flex e-con e-child\" data-id=\"8a83c03\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d3c39c1 elementor-widget elementor-widget-video\" data-id=\"d3c39c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/RLCMS-video-2.mov\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\" poster=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Cover-RLCMS-2.jpg\"><\/video>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-518acba elementor-widget elementor-widget-text-editor\" data-id=\"518acba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><em>Draw an area<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-39a98a5 e-con-full e-flex e-con e-child\" data-id=\"39a98a5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b91670d elementor-widget elementor-widget-video\" data-id=\"b91670d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/RLCMS-video-3.mov\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\" poster=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Cover-RLCMS-3.jpg\"><\/video>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1480dfc elementor-widget elementor-widget-text-editor\" data-id=\"1480dfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><em>View Analysis<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-10f208a e-con-full e-flex e-con e-child\" data-id=\"10f208a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ed8b8e elementor-widget elementor-widget-heading\" data-id=\"4ed8b8e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Filling Technological Gaps<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f99a18 elementor-widget elementor-widget-text-editor\" data-id=\"9f99a18\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tPrior to the development of these tools, creating land-use maps was both time-consuming and expensive, leaving officials with data that was outdated or otherwise not of use. SIG and SERVIR-SEA\u2019s goal was to make their software easy to use and accessible to ensure the best possible data for yearly analysis.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d28d9e0 e-con-full e-flex e-con e-child\" data-id=\"d28d9e0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5d0b94e elementor-widget elementor-widget-heading\" data-id=\"5d0b94e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"> Developing the RLCMS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2237c55 elementor-widget elementor-widget-text-editor\" data-id=\"2237c55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Following the creation of the tool, Lower Mekong officials are able to create detailed, large scale land cover maps for each year quickly and much more easily than before. The system not only supports this region, but has been used in a variety of projects since its initial release, including SIG\u2019s project to map crops in Cambodia. Thanks to its customizable nature, RLCMS is sure to become an important piece of software in a variety of land management situations, and will continue to provide important information for years to come.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ce5f3ab e-con-full e-flex e-con e-child\" data-id=\"ce5f3ab\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d92e781 elementor-widget elementor-widget-heading\" data-id=\"d92e781\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">RLCMS in Practice and Beyond<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9aed491 elementor-widget elementor-widget-text-editor\" data-id=\"9aed491\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Following the creation of the tool, Lower Mekong officials are able to create detailed, large scale land cover maps for each year quickly and much more easily than before. The system not only supports this region, but has been used in a variety of projects since its initial release, including <a href=\"https:\/\/sig-gis.com\/cambodia-neural-network-crop\/\" target=\"_blank\" rel=\"noopener\">SIG\u2019s project to map crops in Cambodia.<\/a><\/p><p>Thanks to its customizable nature, RLCMS is sure to become an important piece of software in a variety of land management situations, and will continue to provide important information for years to come.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Collaborating with NASA\u2019s SERVIR Southeast Asia (SEA) and the Asian Disaster Preparedness Center (ADPC), Spatial Informatics Group developed AI technology to create yearly land cover maps for various uses, such as monitoring land use, land cover change, crop mapping, and more. <\/p>\n","protected":false},"author":2,"featured_media":13753,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[171,206,26,14,10,11,13,1],"tags":[188,189,187,193,17,192,191,183,184,180,181,186,185,182,190],"class_list":["post-13729","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-applications","category-em-solutions","category-e-monitoring","category-map-projects","category-portfolio","category-projects","category-solutions","category-uncategorized","tag-adpc","tag-ai-technology","tag-asian-disaster-preparedness-center","tag-crop-mapping","tag-environmental-mapping","tag-land-cover-change","tag-monitoring-land-use","tag-nasa","tag-nasas-servir","tag-regional-land-cover-mapping-system","tag-rlcms","tag-sea","tag-southeast-asia","tag-temporal-maps","tag-yearly-land-cover-maps"],"acf":{"Introduction":"Collaborating with NASA\u2019s SERVIR Southeast Asia (SEA) and the Asian Disaster Preparedness Center (ADPC), Spatial Informatics Group developed AI technology to create yearly land cover maps for various uses, such as monitoring land use, land cover change, crop mapping, and more. ","logo_-_icon":"","second_logo_icon":"","lat":20.8676928,"long":102.096934,"label":"RLCMS - Regional Land Cover Mapping System","Preview_Image":13753},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Regional Land Cover Mapping System (RLCMS) - SIG - Spatial Informatics Group<\/title>\n<meta name=\"description\" content=\"In collaboration with NASA&#039;s SERVIR, SEA, &amp; ADPC, SIG developed AI technology, RLCMS, to create yearly land cover maps for monitoring land use.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sig-gis.com\/rlcms-regional-land-cover-mapping-system\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Regional Land Cover Mapping System (RLCMS)\" \/>\n<meta property=\"og:description\" content=\"In collaboration with NASA&#039;s SERVIR, SEA, &amp; ADPC, SIG developed AI technology, RLCMS, to create yearly land cover maps for monitoring land use.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sig-gis.com\/rlcms-regional-land-cover-mapping-system\/\" \/>\n<meta property=\"og:site_name\" content=\"SIG - 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