{"id":13563,"date":"2024-07-30T14:03:41","date_gmt":"2024-07-30T14:03:41","guid":{"rendered":"https:\/\/sig-gis.com\/?p=13563"},"modified":"2024-09-25T01:08:28","modified_gmt":"2024-09-25T01:08:28","slug":"sarfdas-forest-disturbance","status":"publish","type":"post","link":"https:\/\/sig-gis.com\/sarfdas-forest-disturbance\/","title":{"rendered":"Synthetic Aperture Radar Forest Disturbance Alert System"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13563\" class=\"elementor elementor-13563\" 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-c985a34 e-con-full e-flex e-con e-child\" data-id=\"c985a34\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2a7ce07 e-con-full e-flex e-con e-child\" data-id=\"2a7ce07\" 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-d471ab0 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"d471ab0\" 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-68849ab e-con-full e-flex e-con e-child\" data-id=\"68849ab\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a503ed7 elementor-widget elementor-widget-heading\" data-id=\"a503ed7\" 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\">SARFDAS<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eff21c4 elementor-widget elementor-widget-heading\" data-id=\"eff21c4\" 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\">Synthetic Aperture Radar Forest Disturbance Alert System<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c1904e elementor-widget elementor-widget-heading\" data-id=\"3c1904e\" 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-08cd862 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"08cd862\" 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\/environmental-software\/\" target=\"_blank\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Environmental Software\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"91\" height=\"92\" fill=\"none\" viewBox=\"0 0 91 92\"><path fill=\"#000\" stroke=\"#fff\" stroke-width=\"2\" d=\"M62.27 42.192c.116.893.176 1.801.176 2.724 0 3.603-.908 7-2.505 9.975l7.311 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5.07 0 0 1 6.695 2.518c1.15 2.535.017 5.533-2.523 6.682Z\"><\/path><\/svg>\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\/environmental-software\/\" target=\"_blank\" >\n\t\t\t\t\t\t\tEnvironmental Software\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 class=\"elementor-element elementor-element-befe58d elementor-view-framed elementor-position-inline-start elementor-shape-square elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"befe58d\" 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-15e2024 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"15e2024\" 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-4381d93 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"4381d93\" 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-8015e49 elementor-widget elementor-widget-image\" data-id=\"8015e49\" 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<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"161\" src=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Safdas_logo2-1024x206.webp\" class=\"attachment-large size-large wp-image-13372\" alt=\"SARFDAS Synthetic Aperture Radar Forest Disturbance Alert System\" srcset=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Safdas_logo2-1024x206.webp 1024w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Safdas_logo2-300x60.webp 300w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/Safdas_logo2-768x154.webp 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id=\"e49352e3-2a9a-4725-98c4-0a97a8fd62c2\" data-name=\"Group 9835\"><path id=\"ac22b40f-8d3a-4dee-b4bf-ba47f6eed2d1\" data-name=\"Path 33457\" 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-58d92c3 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"58d92c3\" 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:\/\/sarfdas-dev.sig-gis.com\/\" 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-4b09b1a e-flex e-con-boxed e-con e-child\" data-id=\"4b09b1a\" 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-156f400 elementor-view-framed elementor-shape-square elementor-widget elementor-widget-icon\" data-id=\"156f400\" 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:\/\/gitlab.sig-gis.com\/sig-gis\/sarfdas\/-\/tree\/prod-2023.05.30-c7002f1\" target=\"_blank\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-github-alt\" viewBox=\"0 0 480 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M186.1 328.7c0 20.9-10.9 55.1-36.7 55.1s-36.7-34.2-36.7-55.1 10.9-55.1 36.7-55.1 36.7 34.2 36.7 55.1zM480 278.2c0 31.9-3.2 65.7-17.5 95-37.9 76.6-142.1 74.8-216.7 74.8-75.8 0-186.2 2.7-225.6-74.8-14.6-29-20.2-63.1-20.2-95 0-41.9 13.9-81.5 41.5-113.6-5.2-15.8-7.7-32.4-7.7-48.8 0-21.5 4.9-32.3 14.6-51.8 45.3 0 74.3 9 108.8 36 29-6.9 58.8-10 88.7-10 27 0 54.2 2.9 80.4 9.2 34-26.7 63-35.2 107.8-35.2 9.8 19.5 14.6 30.3 14.6 51.8 0 16.4-2.6 32.7-7.7 48.2 27.5 32.4 39 72.3 39 114.2zm-64.3 50.5c0-43.9-26.7-82.6-73.5-82.6-18.9 0-37 3.4-56 6-14.9 2.3-29.8 3.2-45.1 3.2-15.2 0-30.1-.9-45.1-3.2-18.7-2.6-37-6-56-6-46.8 0-73.5 38.7-73.5 82.6 0 87.8 80.4 101.3 150.4 101.3h48.2c70.3 0 150.6-13.4 150.6-101.3zm-82.6-55.1c-25.8 0-36.7 34.2-36.7 55.1s10.9 55.1 36.7 55.1 36.7-34.2 36.7-55.1-10.9-55.1-36.7-55.1z\"><\/path><\/svg>\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48ba442 elementor-view-framed elementor-shape-square elementor-widget elementor-widget-icon\" data-id=\"48ba442\" 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=\"#info\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8zm144 276c0 6.6-5.4 12-12 12h-92v92c0 6.6-5.4 12-12 12h-56c-6.6 0-12-5.4-12-12v-92h-92c-6.6 0-12-5.4-12-12v-56c0-6.6 5.4-12 12-12h92v-92c0-6.6 5.4-12 12-12h56c6.6 0 12 5.4 12 12v92h92c6.6 0 12 5.4 12 12v56z\"><\/path><\/svg>\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14cfda9 elementor-view-framed elementor-shape-square elementor-widget elementor-widget-icon\" data-id=\"14cfda9\" 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=\"#videos\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-eye\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M288 144a110.94 110.94 0 0 0-31.24 5 55.4 55.4 0 0 1 7.24 27 56 56 0 0 1-56 56 55.4 55.4 0 0 1-27-7.24A111.71 111.71 0 1 0 288 144zm284.52 97.4C518.29 135.59 410.93 64 288 64S57.68 135.64 3.48 241.41a32.35 32.35 0 0 0 0 29.19C57.71 376.41 165.07 448 288 448s230.32-71.64 284.52-177.41a32.35 32.35 0 0 0 0-29.19zM288 400c-98.65 0-189.09-55-237.93-144C98.91 167 189.34 112 288 112s189.09 55 237.93 144C477.1 345 386.66 400 288 400z\"><\/path><\/svg>\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\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-a53d1bb e-con-full e-flex e-con e-parent\" data-id=\"a53d1bb\" 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-c03ef2d e-con-full e-flex e-con e-child\" data-id=\"c03ef2d\" data-element_type=\"container\" data-e-type=\"container\" id=\"info\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-274c362 e-con-full e-flex e-con e-child\" data-id=\"274c362\" 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-1f1d683 e-con-full e-flex e-con e-child\" data-id=\"1f1d683\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c1f98bf e-con-full e-flex e-con e-child\" data-id=\"c1f98bf\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"premium-shape-divider__shape-container elementor-hidden-mobile premium-addons-element\" id=\"premium-shape-divider-e9ba486\" style=\"visibility:hidden; position: absolute; opacity:0;\">\n\t\t\t\t\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' aria-hidden='true' viewBox='0 0 283.5 27.8' preserveAspectRatio='xMidYMax slice'><path class='elementor-shape-fill' d='M265.8 3.5c-10.9 0-15.9 6.2-15.9 6.2s-3.6-3.5-9.2-.9c-9.1 4.1-4.4 13.4-4.4 13.4s-1.2.2-1.9.9c-.6.7-.5 1.9-.5 1.9s-1-.5-2.3-.2c-1.3.3-1.6 1.4-1.6 1.4s.4-3.4-1.5-5c-3.9-3.4-8.3-.2-8.3-.2s-.6-.7-.9-.9c-.4-.2-1.2-.2-1.2-.2s-4.4-3.6-11.5-2.6-10.4 7.9-10.4 7.9-.5-3.3-3.9-4.9c-4.8-2.4-7.4 0-7.4 0s2.4-4.1-1.9-6.4-6.2 1.2-6.2 1.2-.9-.5-2.1-.5-2.3 1.1-2.3 1.1.1-.7-1.1-1.1c-1.2-.4-2 0-2 0s3.6-6.8-3.5-8.9c-6-1.8-7.9 2.6-8.4 4-.1-.3-.4-.7-.9-1.1-1-.7-1.3-.5-1.3-.5s1-4-1.7-5.2c-2.7-1.2-4.2 1.1-4.2 1.1s-3.1-1-5.7 1.4-2.1 5.5-2.1 5.5-.9 0-2.1.7-1.4 1.7-1.4 1.7-1.7-1.2-4.3-1.2c-2.6 0-4.5 1.2-4.5 1.2s-.7-1.5-2.8-2.4c-2.1-.9-4 0-4 0s2.6-5.9-4.7-9c-7.3-3.1-12.6 3.3-12.6 3.3s-.9 0-1.9.2c-.9.2-1.5.9-1.5.9S99.4 3 94.9 3.9c-4.5.9-5.7 5.7-5.7 5.7s-2.8-5-12.3-3.9-11.1 6-11.1 6-1.2-1.4-4-.7c-.8.2-1.3.5-1.8.9-.9-2.1-2.7-4.9-6.2-4.4-3.2.4-4 2.2-4 2.2s-.5-.7-1.2-.7h-1.4s-.5-.9-1.7-1.4-2.4 0-2.4 0-2.4-1.2-4.7 0-3.1 4.1-3.1 4.1-1.7-1.4-3.6-.7c-1.9.7-1.9 2.8-1.9 2.8s-.5-.5-1.7-.2c-1.2.2-1.4.7-1.4.7s-.7-2.3-2.8-2.8c-2.1-.5-4.3.2-4.3.2s-1.7-5-11.1-6c-3.8-.4-6.6.2-8.5 1v21.2h283.5V11.1c-.9.2-1.6.4-1.6.4s-5.2-8-16.1-8z'\/><\/svg>\t\t\t\t<\/div>\n\t\t\t<div class=\"elementor-element elementor-element-e9ba486 e-con-full premium-shape-divider-yes premium-shape1 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;gradient&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\">Seeing the Forest through the Clouds<\/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\tThe Synthetic Aperture Radar Forest Disturbance Alert System (SARFDAS)  is a powerful tool for detecting forest disturbances, integrating state-of-the-art technologies, automation, and human-based verification in a clean web interface for more timely and accurate decision-making and field response. SARFDAS leverages Synthetic Aperture Radar from the European Space Agency to identify forest disturbances even under inclement conditions when multispectral satellite imagery is patchy. \t\t\t\t\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\">Create A Project<\/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\">Collect Data<\/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\">Collaborate<\/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\">SARFDAS 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\/Sarfdas-video.mov\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\" poster=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/SARFDAS.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-cbe5693 elementor-widget elementor-widget-video\" data-id=\"cbe5693\" 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\/Sarfdas-video-2.mov\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\" poster=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/cover-sarfdas.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-9d24086 elementor-widget elementor-widget-video\" data-id=\"9d24086\" 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\/Sarfdas-video-3.mov\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\" poster=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/07\/cover-sarfdas-2.jpg\"><\/video>\n\t\t\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\t\t<div class=\"elementor-element elementor-element-93fc04b elementor-widget elementor-widget-text-editor\" data-id=\"93fc04b\" 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>Validating Deforestation with SARFDAS<\/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<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\">The Latest Tech for Resource Planners Worldwide<\/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\tSAFDAS uses convolutional neural networks coupled with transfer learning. This architecture enables users to overcome training data limitations and train the model with region-specific information. Validated alerts are vital in establishing trust with end users, facilitating reliable information dispatch to the field, and enabling unbiased area estimations. This reliability aids in effective resource allocation and fosters accurate responses to forest disturbances. SARFDAS was created by SIG and  was tested in Palawan, in the Philippines, and is currently being adapted for use with SERVIR SEA. \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>The Synthetic Aperture Radar Forest Disturbance Alert System (SARFDAS) is a powerful tool for detecting forest disturbances, integrating state-of-the-art technologies, automation, and human-based verification in a clean web interface for more timely and accurate decision-making and field response. SARFDAS leverages Synthetic Aperture Radar from the European Space Agency to identify forest disturbances even under inclement conditions when multispectral satellite imagery is patchy.<\/p>\n","protected":false},"author":2,"featured_media":13634,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[171,21,14,27,10,11,1],"tags":[178,175,17,174,176,179,172,173,177],"class_list":["post-13563","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-applications","category-group-em","category-map-projects","category-nr-time-fdd","category-portfolio","category-projects","category-uncategorized","tag-automation","tag-deforestation","tag-environmental-mapping","tag-forest-disturbance-alert-system","tag-human-based-verification","tag-neural-networks","tag-sarfdas","tag-synthetic-aperture-radar","tag-technologies"],"acf":{"Introduction":"The Synthetic Aperture Radar Forest Disturbance Alert System (SARFDAS) detects forest disturbances using advanced tech, automation, and human verification via a web interface. 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