{"id":15565,"date":"2024-08-14T21:48:42","date_gmt":"2024-08-14T21:48:42","guid":{"rendered":"https:\/\/sig-gis.com\/?p=15565"},"modified":"2025-09-15T20:57:51","modified_gmt":"2025-09-15T20:57:51","slug":"radar-mining-monitoring-rami","status":"publish","type":"post","link":"https:\/\/sig-gis.com\/radar-mining-monitoring-rami\/","title":{"rendered":"Radar Mining Monitoring RAMI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"15565\" class=\"elementor elementor-15565\" 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-1fc0f39 e-con-full e-flex e-con e-child\" data-id=\"1fc0f39\" 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-5e1ccc5 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"5e1ccc5\" 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-d297822 e-con-full e-flex e-con e-child\" data-id=\"d297822\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c94259f elementor-widget elementor-widget-heading\" data-id=\"c94259f\" 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\">Radar Mining Monitoring - RAMI<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-060fd23 elementor-widget elementor-widget-heading\" data-id=\"060fd23\" 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\">Tracking Mining in the Peruvian Amazon<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-868d109 elementor-widget elementor-widget-heading\" data-id=\"868d109\" 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-1b10314 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"1b10314\" 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 4.967a8.559 8.559 0 0 1 5.576-2.059c4.735 0 8.588 3.843 8.588 8.573s-3.853 8.573-8.588 8.573c-4.735 0-8.588-3.842-8.588-8.573 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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-975caa2 elementor-view-framed elementor-position-inline-start elementor-shape-square elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"975caa2\" 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\/\" target=\"_blank\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Environmental Mapping\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon 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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-f117cc6 elementor-widget elementor-widget-image\" data-id=\"f117cc6\" 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:\/\/rami.servirglobal.net\/\" target=\"_blank\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"291\" src=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/04\/rami-logo.webp\" class=\"attachment-large size-large wp-image-3436\" alt=\"RAMI logo\" srcset=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/04\/rami-logo.webp 900w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/04\/rami-logo-300x109.webp 300w, https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/04\/rami-logo-768x279.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" 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elementor-button-link elementor-size-sm\" href=\"https:\/\/rami.servirglobal.net\/\" 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 App<\/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-7660264 e-flex e-con-boxed e-con e-child\" data-id=\"7660264\" 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-aad83f0 elementor-view-framed elementor-shape-square elementor-widget elementor-widget-icon\" data-id=\"aad83f0\" 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=\"#theclip\">\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<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' width='1000' height='100' preserveAspectRatio='none' viewBox='0 0 1000 100'><defs><style>.premium-sh-cls-2{opacity:.33;}.premium-sh-cls-2,.premium-sh-cls-3{isolation:isolate;}.premium-sh-cls-3{opacity:.66;}<\/style><\/defs><path class='premium-sh-cls-2' d='m527,32.7c203.9-88.3,263.1,34,320.3,0,86.7-51.8,152.7,7.6,152.7,7.6v59.7H0v-59.7S62.1,14.2,94.9,11c32.8-3.3,62.8,12.3,75.8,22.1,23.3,17.3,84,58.2,134.4,62.2s202.5-54.3,221.9-62.6Z'\/><path class='premium-sh-cls-3' 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;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\">Classifying Mining to Shut it Down<\/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\tSIG\u2019s Radar Mining Monitoring service (RAMI) was created to help Peru\u2019s Ministry of Environment analyze the effects of mining in the Madre de Dios region of the Peruvian Amazon. It identifies new mining fronts, monitors persistent mining activity, and classifies the activities as illegal, informal, or formal. SIG worked with SERVIR Amazonia, Conservaci\u00f3n Amaz\u00f3nica, and the Programa Nacional de Conservaci\u00f3n de Bosques to implement this service.\n\n\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\">Mining alerts have a frequency of every 15 days<\/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\">Works with the European Space Agency\u2019s Copernicus Sentinel-1 satellite <\/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\">Images are processed using the algorithm (Omnibus Q-test)<\/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\">User Guides<\/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-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<div class=\"elementor-element elementor-element-af7f06c e-con-full e-flex e-con e-child\" data-id=\"af7f06c\" data-element_type=\"container\" data-e-type=\"container\">\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\">Big Changes can be Hard to See<\/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\tMining is a major contributor to forest degradation in the Amazon. Mining not only directly deforests, it also pollutes the landscape with mercury and other contaminants. But it can be hard to detect, especially at the small scale of much illegal mining. Authorities had few tools at their disposal \u2013 primarily visible band satellite imagery updated only when there was no cloud cover, and no visibility at all during rainy periods. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5b30533 e-con-full e-flex e-con e-child\" data-id=\"5b30533\" 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-db70916 e-con-full e-flex e-con e-child\" data-id=\"db70916\" 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-dacf68b elementor-widget elementor-widget-video\" data-id=\"dacf68b\" 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\/08\/RAMI-intro.mov\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\" poster=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/08\/RAMI_video-cover2.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 class=\"elementor-element elementor-element-921850c elementor-widget elementor-widget-text-editor\" data-id=\"921850c\" 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>Using RAMI<\/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<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;gradient&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\">New Technologies for Old Problems<\/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>RAMI combines C-band synthetic aperture radar data from the European Space Agency\u2019s Copernicus Sentinel-1 satellite with open source high resolution data from the Norwegian International Climate and Forest Initiative. Synthetic aperture radar is able to detect very small changes on the ground, even in cloudy conditions. And it is updated continually, offering near real-time intelligence.<\/p><p>Iterations of RAMI will include even more sensitive L-band data that can even detect activity under the forest canopy.<\/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-e19901d e-con-full e-flex e-con e-child\" data-id=\"e19901d\" data-element_type=\"container\" data-e-type=\"container\" id=\"theclip\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;none&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-d16bb6c e-con-full e-flex e-con e-child\" data-id=\"d16bb6c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bae7211 elementor-widget elementor-widget-heading\" data-id=\"bae7211\" 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\">Power in Partnerships<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e5effe elementor-widget elementor-widget-text-editor\" data-id=\"9e5effe\" 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>RAMI was developed with support of the SERVIR-Amazonia Program which is part of (SERVIR Global), a joint initiative of the National Aeronautics and Space Administration (NASA) and the United States Agency for International Development (USAID). Since 2005, SERVIR has worked in partnership with countries to use information provided by Earth-observing satellites and geospatial technologies. SERVIR-Amazonia, led by the Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT), is the newest of five SERVIR hubs. It is a five-year program (2019-2023) that brings together local knowledge and some of the world\u2019s best science in geospatial and Earth observation technology. Spatial Informatics Group is proud to be a key member of this constellation.<\/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-ca19a1d e-con-full e-flex e-con e-child\" data-id=\"ca19a1d\" 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-e1e9b96 e-con-full e-flex e-con e-child\" data-id=\"e1e9b96\" data-element_type=\"container\" data-e-type=\"container\" id=\"theclip\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cc9ab48 elementor-widget elementor-widget-video\" data-id=\"cc9ab48\" 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\/08\/RAMI_validation.mov\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\" poster=\"https:\/\/sig-gis.com\/wp-content\/uploads\/2024\/08\/RAMI_video-cover.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 class=\"elementor-element elementor-element-3d7a6c3 elementor-widget elementor-widget-text-editor\" data-id=\"3d7a6c3\" 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>RAMI Validation\u00a0<\/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<div class=\"elementor-element elementor-element-10121fb e-con-full e-flex e-con e-child\" data-id=\"10121fb\" 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-6fa26c5 elementor-widget elementor-widget-heading\" data-id=\"6fa26c5\" 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\">Open Science brings Benefits to All<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7e58dd elementor-widget elementor-widget-text-editor\" data-id=\"d7e58dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tIn keeping with SIG\u2019s open science approach, RAMI is freely available to all online. It is an example of how open science can leverage leading agencies and advanced technologies to massively strengthen the toolkits of on-the-ground entities in some of the most remote places on Earth. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b23f15d elementor-widget elementor-widget-button\" data-id=\"b23f15d\" 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:\/\/rami.servirglobal.net\/\" 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 RAMI<\/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\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>SIG\u2019s Radar Mining Monitoring service (RAMI) helps Peru\u2019s Ministry of Environment analyze mining impacts in the Madre de Dios region. It identifies new mining fronts, monitors ongoing activity, and classifies it as illegal, informal, or formal. SIG collaborated with SERVIR Amazonia, Conservaci\u00f3n Amaz\u00f3nica, and the Programa Nacional de Conservaci\u00f3n de Bosques to implement the service.<\/p>\n","protected":false},"author":2,"featured_media":15613,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[171,21,206,26,14,10,11,12,13],"tags":[282,278,284,17,283,285,276,277,281,275,274,280,279],"class_list":["post-15565","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-applications","category-group-em","category-em-solutions","category-e-monitoring","category-map-projects","category-portfolio","category-projects","category-science-groups","category-solutions","tag-c-band-synthetic-aperture-radar","tag-conservacion-amazonica","tag-copernicus-sentinel-1-satellite","tag-environmental-mapping","tag-european-space-agency","tag-norwegian-international-climate-and-forest-initiative","tag-peru","tag-peruvian-amazon","tag-programa-nacional-de-conservacion-de-bosques","tag-radar-mining-monitoring","tag-rami","tag-servir-amazonia","tag-sevir"],"acf":{"Introduction":"SIG\u2019s Radar Mining Monitoring service (RAMI) helps Peru\u2019s Ministry of Environment analyze mining impacts in the Madre de Dios region. It identifies new mining fronts, monitors ongoing activity, and classifies it as illegal, informal, or formal. SIG collaborated with SERVIR Amazonia, Conservaci\u00f3n Amaz\u00f3nica, and the Programa Nacional de Conservaci\u00f3n de Bosques to implement the service.","logo_-_icon":"","second_logo_icon":"","lat":-4.8135577,"long":-72.3970372,"label":"Radar Mining Monitoring RAMI","Preview_Image":15584},"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>Radar Mining Monitoring RAMI - SIG - Spatial Informatics Group<\/title>\n<meta name=\"description\" content=\"SIG\u2019s RAMI helps Peru\u2019s Ministry of Environment monitor mining in the Amazon, identifying new fronts and classifying activities as illegal, informal, or formal.\" \/>\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\/radar-mining-monitoring-rami\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Radar Mining Monitoring RAMI\" \/>\n<meta property=\"og:description\" content=\"SIG\u2019s RAMI helps Peru\u2019s Ministry of Environment monitor mining in the Amazon, identifying new fronts and classifying activities as illegal, informal, or formal\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sig-gis.com\/radar-mining-monitoring-rami\/\" \/>\n<meta property=\"og:site_name\" content=\"SIG - 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