{"id":2918,"date":"2021-06-18T06:37:00","date_gmt":"2021-06-18T06:37:00","guid":{"rendered":"https:\/\/digitalearthafrica.org\/?p=2918"},"modified":"2025-03-28T06:48:09","modified_gmt":"2025-03-28T06:48:09","slug":"37-years-of-earth-observation-data-available-for-the-african-continent","status":"publish","type":"post","link":"https:\/\/digitalearthafrica.org\/ar\/37-years-of-earth-observation-data-available-for-the-african-continent\/","title":{"rendered":"37 \u0639\u0627\u0645\u064b\u0627 \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0631\u0635\u062f \u0627\u0644\u0623\u0631\u0636 \u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u0642\u0627\u0631\u0629 \u0627\u0644\u0623\u0641\u0631\u064a\u0642\u064a\u0629"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u064a\u062a\u064a\u062d \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u062c\u0627\u0646\u064a \u0625\u0644\u0649 37 \u0639\u0627\u0645\u064b\u0627 \u0645\u0646 \u0635\u0648\u0631 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\u0628\u064a\u0627\u0646\u0627\u062a CEOS Analysis Ready Data (CARD) \u0627\u0644\u062a\u064a \u0627\u0644\u062a\u0642\u0637\u062a\u0647\u0627 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 Landsat 5 \u0648 7 \u0648 8 \u0627\u0644\u062a\u0627\u0628\u0639\u0629 \u0644\u0647\u064a\u0626\u0629 \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u062c\u064a\u0648\u0644\u0648\u062c\u064a \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0629 (USGS) \u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u0637\u0631\u0623\u062a \u0639\u0644\u0649 \u062a\u0636\u0627\u0631\u064a\u0633 \u0627\u0644\u0642\u0627\u0631\u0629. \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0627\u062d\u0629 \u0645\u062c\u0627\u0646\u064b\u0627 \u0639\u0628\u0631 Amazon Web Services.\u2019&nbsp;<a href=\"https:\/\/registry.opendata.aws\/collab\/deafrica\/\" target=\"_blank\" rel=\"noopener\">\u0625\u0633 3<\/a>, \u060c \u064a\u0645\u0643\u0646 \u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0641\u064a DE Africa&nbsp;<a href=\"https:\/\/sandbox.digitalearth.africa\/hub\/login?next=%2Fhub%2F\" target=\"_blank\" rel=\"noopener\">\u0635\u0646\u062f\u0648\u0642 \u0627\u0644\u0631\u0645\u0644&nbsp;<\/a>\u0648\u062a\u0645 \u062a\u0635\u0648\u0631\u0647\u0627 \u0639\u0644\u0649 \u0645\u0646\u0635\u0629 DE Africa&nbsp;<a href=\"http:\/\/maps.digitalearth.africa\/\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u062e\u0631\u064a\u0637\u0629<\/a>.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0645\u0648\u0627\u062c\u0647\u0629 \u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0627\u0645\u0629<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0642\u062f\u064a\u0645 \u0631\u0624\u0649 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u062c\u0644 \u0645\u0639 \u0646\u0645\u0648 \u0627\u0644\u0645\u062f\u0646 \u0648\u0627\u0631\u062a\u0641\u0627\u0639 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class=\"wp-block-paragraph\"><strong>\u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a&nbsp;<\/strong>\u0633\u064a\u0633\u0645\u062d \u0630\u0644\u0643 \u0628\u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u062a\u0641\u0635\u064a\u0644\u064a\u0629 \u0644\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u063a\u0627\u0628\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u062c\u0647\u0648\u062f \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u062a\u0634\u062c\u064a\u0631 \u0648\u062a\u0642\u062f\u064a\u0645 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u0639\u0632\u0644 \u0627\u0644\u0643\u0631\u0628\u0648\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0639\u0627\u062f\u0629 \u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0623\u0634\u062c\u0627\u0631 \u0648\u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0645\u0627\u0646\u062c\u0631\u0648\u0641. \u064a\u0639\u062f \u0631\u0635\u062f \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0623\u0645\u0631\u0627\u064b \u062d\u064a\u0648\u064a\u0627\u064b \u0644\u0641\u0647\u0645 \u0625\u0646\u062a\u0627\u062c \u0627\u0644\u063a\u0630\u0627\u0621\u060c \u0648\u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u063a\u0630\u0627\u0626\u064a\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u064a\u0627\u0647.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"489\" src=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/Egypt1-1.gif\" alt=\"\" class=\"wp-image-2926\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"489\" src=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/Egypt2-1.gif\" alt=\"\" class=\"wp-image-2925\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u0631\u0635\u062f \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0641\u064a \u0645\u0635\u0631 \u0641\u064a \u0627\u0644\u0641\u062a\u0631\u0629 \u0645\u0646 1990 \u0625\u0644\u0649 2020 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0627\u0646\u062f\u0633\u0627\u062a \u0641\u064a RGB \u0648 NDVI.&nbsp;<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u0631\u0627\u0639\u064a&nbsp;<\/strong>\u0633\u064a\u0633\u0627\u0639\u062f \u0641\u064a \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0642\u062f\u0645 \u0645\u062f\u062e\u0644\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 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class=\"wp-image-2921\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u0642\u064a\u0627\u0633 \u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u064a\u0627\u0647 \u0648\u0645\u062f\u0627\u0647\u0627 \u0641\u064a \u0628\u062d\u064a\u0631\u0629 \u0625\u0644\u0645\u0646\u062a\u064a\u062a\u0627 \u0648\u0628\u062d\u064a\u0631\u0629 \u0646\u0627\u0643\u0648\u0631\u0648 \u0641\u064a \u0643\u064a\u0646\u064a\u0627 1985-2021\u060c \u0644\u0627\u0646\u062f\u0633\u0627\u062a\u060c RGB<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0642\u064a\u0627\u0633 \u0627\u0644\u062a\u062d\u0636\u0631&nbsp;<\/strong>\u064a\u0633\u0627\u0639\u062f \u0641\u064a \u0625\u0638\u0647\u0627\u0631 \u0643\u064a\u0641 \u0646\u0645\u062a \u0627\u0644\u0645\u062f\u0646 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a \u0648\u062a\u0623\u062b\u064a\u0631\u0627\u062a\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0627\u0638\u0631 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0645\u062d\u064a\u0637\u0629 \u0628\u0647\u0627. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062d\u0636\u0631 \u0648\u0639\u0648\u0627\u0645\u0644 \u0645\u062b\u0644 \u0645\u062f\u0649 \u0627\u0644\u0645\u064a\u0627\u0647\u060c \u064a\u0645\u0643\u0646 \u0644\u0635\u0646\u0627\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0645\u062f\u0646 \u0644\u062a\u0643\u0648\u0646 \u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u062f\u0627\u0645\u0629\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0646\u0648\u0639\u064a\u0629 \u0627\u0644\u062d\u064a\u0627\u0629 \u0644\u0645\u0646 \u064a\u0639\u064a\u0634\u0648\u0646 \u0641\u064a\u0647\u0627\u060c \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"290\" height=\"201\" src=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/mining1.png\" alt=\"\" class=\"wp-image-2920\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"291\" height=\"201\" src=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/mining2.png\" alt=\"\" class=\"wp-image-2919\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u0627\u0644\u062a\u062d\u0636\u0631 \u0641\u064a \u0625\u064a\u0641\u064a\u060c \u0646\u064a\u062c\u064a\u0631\u064a\u0627 \u0645\u0646 1986 - 2020\u060c \u0644\u0627\u0646\u062f\u0633\u0627\u062a\u060c RGB.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0627\u0643\u062a\u0634\u0641 \u0628\u0646\u0641\u0633\u0643<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0627\u0646\u062f\u0633\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0645\u062a\u0627\u062d\u0629 \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0628\u063a\u0636 \u0627\u0644\u0646\u0638\u0631 \u0639\u0646 \u0645\u0633\u062a\u0648\u0649 \u0643\u0641\u0627\u0621\u062a\u0647\u0645 \u0627\u0644\u062a\u0642\u0646\u064a\u0629.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0623\u0631\u0636 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0644\u0623\u0641\u0631\u064a\u0642\u064a\u0627&nbsp;<a href=\"https:\/\/sandbox.digitalearth.africa\/hub\/login?next=%2Fhub%2F\" target=\"_blank\" rel=\"noopener\">\u0635\u0646\u062f\u0648\u0642 \u0627\u0644\u0631\u0645\u0644<\/a>&nbsp;\u0623\u0648&nbsp;<a href=\"http:\/\/maps.digitalearth.africa\/\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u062e\u0631\u064a\u0637\u0629<\/a>.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0623\u0631\u0636 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0623\u0641\u0631\u064a\u0642\u064a\u0627 \u062a\u0648\u0641\u0631 \u062f\u0648\u0631\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0648\u062a\u064a\u0631\u0629 \u0645\u062f\u062a\u0647\u0627 6 \u0623\u0633\u0627\u0628\u064a\u0639&nbsp;<a href=\"https:\/\/training.digitalearthafrica.org\/en\/latest\/\">\u062f\u0648\u0631\u0629 \u062a\u062f\u0631\u064a\u0628\u064a\u0629<\/a>, \u060c \u0648\u062c\u0639\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u0631\u0636 \u0645\u062a\u0627\u062d\u0629 \u0644\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0639\u0627\u0644\u0645.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0646 \u0645\u0648\u0627\u0635\u0641\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u064a\u0631\u062c\u0649 \u0632\u064a\u0627\u0631\u0629 Digital Earth Africa&nbsp;<a href=\"https:\/\/docs.digitalearthafrica.org\/en\/latest\/data_specs\/index.html\">\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a<\/a>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u0628\u064a\u0627\u0646\u0627\u062a solusi \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u062a\u0641\u0636\u0644 \u0628\u0632\u064a\u0627\u0631\u0629&nbsp;<a href=\"http:\/\/www.ceos.org\/ard\" target=\"_blank\" rel=\"noopener\">www.ceos.org\/ard<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Free access to 37 years\u2019 of Analysis Ready satellite imagery stored in the Digital Earth Africa Data Cube leaves decision makers in a better position than ever to tackle Africa\u2019s sustainability challenges.&nbsp; The 540 terabytes of CEOS Analysis Ready Data (CARD), captured by USGS satellites Landsat 5, 7 and 8 document changes to the landscape [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":2927,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[13,28],"tags":[],"audience":[],"class_list":["post-2918","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-announcements","category-partnerships"],"acf":[],"_links":{"self":[{"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/posts\/2918","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/comments?post=2918"}],"version-history":[{"count":1,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/posts\/2918\/revisions"}],"predecessor-version":[{"id":2928,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/posts\/2918\/revisions\/2928"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/media\/2927"}],"wp:attachment":[{"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/media?parent=2918"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/categories?post=2918"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/tags?post=2918"},{"taxonomy":"audience","embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/audience?post=2918"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}