{"id":2250,"date":"2024-06-02T18:29:00","date_gmt":"2024-06-02T18:29:00","guid":{"rendered":"https:\/\/digitalearthafrica.org\/?p=2250"},"modified":"2025-05-29T12:37:20","modified_gmt":"2025-05-29T12:37:20","slug":"creating-an-open-source-framework-for-crop-type-mapping-in-africa","status":"publish","type":"post","link":"https:\/\/digitalearthafrica.org\/ar\/creating-an-open-source-framework-for-crop-type-mapping-in-africa\/","title":{"rendered":"\u0625\u0646\u0634\u0627\u0621 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0641\u064a \u0623\u0641\u0631\u064a\u0642\u064a\u0627"},"content":{"rendered":"<h2 class=\"wp-block-heading\">\u0645\u0627 \u0647\u0648 \u0645\u0634\u0631\u0648\u0639 \"\u0625\u0646\u0634\u0627\u0621 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0641\u064a \u0623\u0641\u0631\u064a\u0642\u064a\u0627\"\u061f<\/h2>\n\n\n\n<p>\u062f\u062e\u0644\u062a Digital Earth Africa \u0641\u064a \u0634\u0631\u0627\u0643\u0629 \u0645\u0639\u00a0<a href=\"https:\/\/opendata.rcmrd.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0627\u0644\u0645\u0631\u0643\u0632 \u0627\u0644\u0625\u0642\u0644\u064a\u0645\u064a \u0644\u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0646 \u0623\u062c\u0644 \u0627\u0644\u062a\u0646\u0645\u064a\u0629 (RCMRD)<\/a>\u00a0\u0648\u00a0<a href=\"https:\/\/frontiersi.com.au\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0641\u0631\u0648\u0646\u062a\u064a\u0631\u0633\u064a\u00a0<\/a>\u0644\u062a\u0637\u0648\u064a\u0631 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0634\u0627\u0645\u0644 \u0644\u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u064a\u0623\u062e\u0630 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0628\u0631 \u062e\u0637\u0648\u0627\u062a \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629 \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u062e\u0631\u0627\u0626\u0637. \u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0647\u0630\u0627 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0641\u064a \u0639\u0627\u0645 2022\u060c \u0628\u062f\u0639\u0645 \u0645\u0646\u00a0<a href=\"https:\/\/www.tetratech.com\/en\/projects\/enabling-crop-analytics-at-scale\" target=\"_blank\" rel=\"noopener\">\u0645\u0628\u0627\u062f\u0631\u0629 \u062a\u0645\u0643\u064a\u0646 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 (ECAAS)<\/a>\u0646\u0641\u0630\u062a\u0647\u0627 \u0634\u0631\u0643\u0629 Tetra Tech.\u00a0<br><br>\u0648\u0642\u062f \u0627\u0633\u062a\u0641\u0627\u062f \u0641\u0631\u064a\u0642 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0645\u0646 \u0645\u0646\u0635\u0629 Digital Earth Africa \u0644\u062a\u0637\u0648\u064a\u0631 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0628\u0627\u062a\u0628\u0627\u0639 \u0639\u0645\u0644\u064a\u0629 \u0631\u0627\u0633\u062e\u0629 \u0644\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u0634\u062a\u0631\u0643 \u0648\u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u0634\u062a\u0631\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644\u00a0<a href=\"https:\/\/digitalearthafrica.org\/working-teams\/\" data-type=\"page\" data-id=\"1928\" target=\"_blank\" rel=\"noreferrer noopener\">\u0641\u0631\u064a\u0642 \u0639\u0645\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0644\u0644\u0623\u0631\u0636 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0644\u0623\u0641\u0631\u064a\u0642\u064a\u0627 (PDTT)<\/a>. \u062a\u0645\u0643\u0651\u0646 \u0645\u0647\u0627\u0645 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0645 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0648\u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0642\u0627\u0631\u064a\u0629 \u0645\u0646 Digital Earth Africa \u0641\u064a \u0628\u064a\u0626\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631.\u00a0<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1253\" height=\"352\" src=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/image1.jpg\" alt=\"\" class=\"wp-image-2256\" srcset=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/image1.jpg 1253w, https:\/\/digitalearthafrica.org\/wp-content\/uploads\/image1-960x270.jpg 960w, https:\/\/digitalearthafrica.org\/wp-content\/uploads\/image1-768x216.jpg 768w\" sizes=\"auto, (max-width: 1253px) 100vw, 1253px\" \/><figcaption class=\"wp-element-caption\">\u062c\u0645\u0639 \u0645\u0644\u0635\u0642\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0627\u0629 ECAAS \u0645\u0646 \u0642\u0628\u0644 \u0645\u0648\u0638\u0641\u064a \u0648\u0632\u0627\u0631\u0629 \u0627\u0644\u0632\u0631\u0627\u0639\u0629<\/figcaption><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\">\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644<\/h2>\n\n\n\n<p>\u0648\u0642\u062f \u062a\u0645 \u062a\u0637\u0648\u064a\u0631 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0628\u0627\u0644\u0634\u0631\u0627\u0643\u0629 \u0645\u0639 \u0627\u0644\u0645\u0631\u0643\u0632 \u0627\u0644\u0625\u0642\u0644\u064a\u0645\u064a \u0644\u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0641\u064a \u0632\u0627\u0645\u0628\u064a\u0627\u060c \u0648\u064a\u062c\u0631\u064a \u062d\u0627\u0644\u064a\u064b\u0627 \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642\u0647 \u0644\u064a\u0634\u0645\u0644 \u0627\u0644\u0646\u064a\u062c\u0631 \u0628\u0627\u0644\u0634\u0631\u0627\u0643\u0629 \u0645\u0639\u00a0<a href=\"https:\/\/agrhymet.cilss.int\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0623\u063a\u0631\u064a\u0645\u062a<\/a>\u0648\u0625\u0644\u0649 \u0631\u0648\u0627\u0646\u062f\u0627 \u0648\u0645\u0648\u0632\u0645\u0628\u064a\u0642 \u0628\u0627\u0644\u0634\u0631\u0627\u0643\u0629 \u0645\u0639\u00a0<a href=\"https:\/\/www.fao.org\/home\/en\" target=\"_blank\" rel=\"noreferrer noopener\">\u0645\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u063a\u0630\u064a\u0629 \u0648\u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0644\u0644\u0623\u0645\u0645 \u0627\u0644\u0645\u062a\u062d\u062f\u0629\u00a0<\/a>(\u0645\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u063a\u0630\u064a\u0629 \u0648\u0627\u0644\u0632\u0631\u0627\u0639\u0629).<\/p>\n\n\n\n<p>\u064a\u0633\u0645\u062d \u0625\u0637\u0627\u0631 \u0627\u0644\u0639\u0645\u0644 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0628\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0628\u0630\u0628\u0627\u062a \u0627\u0644\u0643\u0647\u0631\u0648\u0636\u0648\u0626\u064a\u0629 \u0648\u064a\u0645\u0643\u0646 \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642\u0647 \u0644\u064a\u0634\u0645\u0644 \u0628\u0644\u062f\u0627\u0646\u0627\u064b \u0623\u062e\u0631\u0649 \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0642\u0627\u0631\u0629. \u0635\u064f\u0645\u0645 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0644\u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0641\u064a\u00a0<a href=\"https:\/\/sandbox.digitalearth.africa\/\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0631\u0645\u0644\u064a\u0629 \u0644\u0623\u0641\u0631\u064a\u0642\u064a\u0627 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0644\u0644\u0623\u0631\u0636 \u0627\u0644\u0631\u0642\u0645\u064a\u0629<\/a>\u0627\u0644\u0630\u064a \u064a\u062a\u0645\u062a\u0639 \u0628\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0642\u0627\u0631\u0629 \u0648\u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0645\u0634\u062a\u0642\u0629. \u064a\u062a\u0645 \u062a\u0648\u0641\u064a\u0631 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0643\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u062f\u0641\u0627\u062a\u0631 Jupyter \u0627\u0644\u0645\u0648\u062b\u0642\u0629 \u0641\u064a \u062f\u0641\u0627\u062a\u0631 Jupyter \u0627\u0644\u062f\u0641\u062a\u0631\u064a\u0629 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629\u00a0<a href=\"https:\/\/github.com\/digitalearthafrica\/crop-type\" target=\"_blank\" rel=\"noreferrer noopener\">\u0645\u0633\u062a\u0648\u062f\u0639 GitHub<\/a>.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1450\" height=\"223\" src=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/ECAAS-workflow-new_0.png\" alt=\"\" class=\"wp-image-2255\" srcset=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/ECAAS-workflow-new_0.png 1450w, https:\/\/digitalearthafrica.org\/wp-content\/uploads\/ECAAS-workflow-new_0-960x148.png 960w, https:\/\/digitalearthafrica.org\/wp-content\/uploads\/ECAAS-workflow-new_0-768x118.png 768w\" sizes=\"auto, (max-width: 1450px) 100vw, 1450px\" \/><\/figure>\n<\/div>\n\n\n<p>\u0627\u0644\u0628\u0644\u062f\u0627\u0646 \u0627\u0644\u062a\u064a \u064a\u0631\u0643\u0632 \u0639\u0644\u064a\u0647\u0627 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0647\u064a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0632\u0627\u0645\u0628\u064a\u0627<\/li>\n\n\n\n<li>\u0646\u0627\u0645\u064a\u0628\u064a\u0627<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0645\u0634\u0631\u0648\u0639<\/h2>\n\n\n\n<p>\u0648\u062e\u0644\u0627\u0644 \u0623\u0648\u0627\u0626\u0644 \u0639\u0627\u0645 2022\u060c \u0623\u062c\u0631\u0649 \u0641\u0631\u064a\u0642 \u0627\u0644\u0645\u0634\u0631\u0648\u0639\u060c \u0628\u0642\u064a\u0627\u062f\u0629 \u0627\u0644\u0645\u0631\u0643\u0632 \u0627\u0644\u0625\u0642\u0644\u064a\u0645\u064a \u0644\u062a\u0646\u0645\u064a\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0641\u064a \u0623\u0641\u0631\u064a\u0642\u064a\u0627 \u0627\u0644\u0648\u0633\u0637\u0649 \u0648\u0627\u0646\u0636\u0645 \u0625\u0644\u064a\u0647 \u0645\u0645\u062b\u0644\u0648\u0646 \u0645\u0646 \u0648\u0632\u0627\u0631\u0629 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0641\u064a \u0632\u0627\u0645\u0628\u064a\u0627\u060c \u062a\u062f\u0631\u064a\u0628\u0627\u064b \u0639\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0623\u062f\u0648\u0627\u062a \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0646\u0638\u0627\u0645 ECAAS \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0646\u0638\u0627\u0645 ODK\u060c \u062a\u0644\u0627\u0647 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629.\u00a0<a href=\"https:\/\/digitalearthafrica.org\/open-source-framework-for-crop-type-mapping-in-africa\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0645\u0632\u064a\u062f \u0639\u0646 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a \u0648\u0623\u0646\u0634\u0637\u0629 \u0646\u0642\u0644 \u0627\u0644\u0645\u0639\u0631\u0641\u0629.<\/a><br><br>\u0648\u0627\u0635\u0644 \u0641\u0631\u064a\u0642 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0628\u0644\u062f\u0627\u0646 \u0623\u0641\u0631\u064a\u0642\u064a\u0629 \u0623\u062e\u0631\u0649 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0648\u0633\u0639 \u0641\u064a \u0627\u0644\u0646\u064a\u062c\u0631. \u0648\u0628\u0627\u0644\u0634\u0631\u0627\u0643\u0629 \u0645\u0639 AGRHYMET \u0648\u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0645\u0646 Bako Mamane\u060c \u062a\u0645 \u0627\u0644\u0627\u0646\u062a\u0647\u0627\u0621 \u0645\u0646 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u0649 \u0644\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644. \u0648\u0634\u0645\u0644 \u0630\u0644\u0643 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629\u060c \u0648\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0645\u0646 \u0641\u0631\u064a\u0642 \u0645\u0634\u0631\u0648\u0639 \u062a\u0646\u0645\u064a\u0629 \u0623\u0641\u0631\u064a\u0642\u064a\u0627.\u00a0<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"398\" src=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/tetra-1920x398.webp\" alt=\"\" class=\"wp-image-2254\" srcset=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/tetra-1920x398.webp 1920w, https:\/\/digitalearthafrica.org\/wp-content\/uploads\/tetra-960x199.webp 960w, https:\/\/digitalearthafrica.org\/wp-content\/uploads\/tetra-768x159.webp 768w, https:\/\/digitalearthafrica.org\/wp-content\/uploads\/tetra-1536x319.webp 1536w, https:\/\/digitalearthafrica.org\/wp-content\/uploads\/tetra-2048x425.webp 2048w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><figcaption class=\"wp-element-caption\">\u0627\u0644\u0641\u0631\u064a\u0642 \u0627\u0644\u0630\u064a \u064a\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629 \u0641\u064a \u0627\u0644\u0646\u064a\u062c\u0631<\/figcaption><\/figure>\n<\/div>\n\n\n<p>\u0634\u0627\u0631\u0643 \u0641\u0631\u064a\u0642 \u0645\u0628\u0627\u062f\u0631\u0629 \u0627\u0644\u062a\u0646\u0645\u064a\u0629 \u0641\u064a \u0623\u0641\u0631\u064a\u0642\u064a\u0627 \u0641\u064a \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062e\u062a\u0627\u0645\u064a\u0629 \u0648\u0648\u0631\u0634\u0629 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062a\u064a \u0646\u0638\u0645\u062a\u0647\u0627 \u0627\u0644\u0644\u062c\u0646\u0629 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0644\u0623\u0641\u0631\u064a\u0642\u064a\u0627 \u0641\u064a \u0648\u0627\u0634\u0646\u0637\u0646 \u0627\u0644\u0639\u0627\u0635\u0645\u0629 \u0641\u064a \u062f\u064a\u0633\u0645\u0628\u0631\/\u0643\u0627\u0646\u0648\u0646 \u0627\u0644\u0623\u0648\u0644 \u0648\u0627\u0644\u062a\u064a \u062c\u0645\u0639\u062a \u062c\u0632\u0621\u0627\u064b \u0643\u0628\u064a\u0631\u0627\u064b \u0645\u0646 \u0645\u062c\u062a\u0645\u0639 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u0634\u0631\u0648\u0639. \u0648\u0627\u062e\u062a\u062a\u0645\u062a \u0628\u0630\u0644\u0643 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0645\u0646 \u0627\u0644\u0645\u0628\u0627\u062f\u0631\u0629 \u0648\u0623\u062a\u0627\u062d\u062a \u0627\u0644\u0641\u0631\u0635\u0629 \u0644\u0644\u0641\u0631\u064a\u0642 \u0644\u0644\u062a\u0639\u0627\u0648\u0646 \u0642\u0628\u0644 \u0645\u0648\u0627\u0635\u0644\u0629 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u0634\u062a\u0631\u0643 \u0644\u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u063a\u0630\u0627\u0626\u064a \u0648\u0627\u0644\u0645\u0627\u0626\u064a \u0641\u064a \u0623\u0641\u0631\u064a\u0642\u064a\u0627<\/h2>\n\n\n\n<p>\u0623\u0641\u0631\u064a\u0642\u064a\u0627 \u0647\u064a \u0645\u0648\u0637\u0646 75 \u0645\u0644\u064a\u0648\u0646 \u0634\u062e\u0635 \u064a\u0639\u0627\u0646\u0648\u0646 \u0645\u0646 \u0627\u0646\u0639\u062f\u0627\u0645 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u063a\u0630\u0627\u0626\u064a \u0627\u0644\u062d\u0627\u062f \u0623\u0648 \u064a\u0639\u0627\u0646\u0648\u0646 \u0645\u0646 \u0623\u0632\u0645\u0627\u062a \u0623\u0648 \u0623\u0633\u0648\u0623 \u0645\u0646 \u0630\u0644\u0643. \u0648\u064a\u0633\u062a\u0645\u0631 \u0647\u0630\u0627 \u0627\u0644\u0639\u062f\u062f \u0641\u064a \u0627\u0644\u0646\u0645\u0648 \u0628\u0648\u062a\u064a\u0631\u0629 \u0623\u0633\u0631\u0639 \u0645\u0646 \u0623\u064a \u0645\u0643\u0627\u0646 \u0622\u062e\u0631 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645. \u0648\u064a\u0639\u062f \u0627\u0644\u062d\u0635\u0648\u0644 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0639\u0644\u0649 \u0627\u0644\u063a\u0630\u0627\u0621 \u0627\u0644\u0643\u0627\u0641\u064a \u0623\u062d\u062f \u0623\u0643\u0628\u0631 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0648\u0627\u062c\u0647 \u0627\u0644\u0642\u0627\u0631\u0629 \u0627\u0644\u0623\u0641\u0631\u064a\u0642\u064a\u0629.\u00a0<a href=\"https:\/\/www.worldvision.org\/hunger-news-stories\/africa-hunger-famine-facts\" target=\"_blank\" rel=\"noreferrer noopener\">33.8 \u0645\u0644\u064a\u0648\u0646 \u0634\u062e\u0635<\/a>\u00a0\u064a\u0639\u0627\u0646\u0648\u0646 \u0645\u0646 \u0627\u0646\u0639\u062f\u0627\u0645 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u063a\u0630\u0627\u0626\u064a \u0627\u0644\u062d\u0627\u062f \u0641\u064a \u0634\u0631\u0642 \u0623\u0641\u0631\u064a\u0642\u064a\u0627 \u0648\u062d\u062f\u0647\u0627\u060c \u0648\u064a\u0639\u0646\u064a \u062a\u0632\u0627\u064a\u062f \u0639\u062f\u062f \u0627\u0644\u0633\u0643\u0627\u0646 \u0627\u0644\u0645\u0642\u062a\u0631\u0646 \u0628\u062a\u0646\u0627\u0642\u0635 \u0625\u0646\u062a\u0627\u062c \u0627\u0644\u063a\u0630\u0627\u0621 \u0623\u0646 \u0627\u0644\u062a\u0648\u0642\u0639\u0627\u062a \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0623\u0646 \u0623\u0641\u0631\u064a\u0642\u064a\u0627 \u0633\u062a\u062d\u0642\u0642 \u0641\u0642\u0637\u00a0<a href=\"https:\/\/www.un.org\/africarenewal\/magazine\/special-edition-agriculture-2014\/despite-climate-change-africa-can-feed-africa#:~:text=Decreasing%20crop%20yields%20and%20increasing%20population%20will%20put,only%2013%25%20of%20its%20food%20needs%20by%202050.\" target=\"_blank\" rel=\"noreferrer noopener\">13% \u0645\u0646 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u063a\u0630\u0627\u0626\u064a \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0628\u062d\u0644\u0648\u0644 \u0639\u0627\u0645 2050<\/a>.\u00a0<a href=\"https:\/\/digitalearthafrica.org\/agriculture-and-food-security\/\" data-type=\"page\" data-id=\"1024\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0645\u0632\u064a\u062f \u062d\u0648\u0644 \u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0630\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 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\u0639\u0644\u0649 \u0625\u0646\u062a\u0627\u062c \u0627\u0644\u063a\u0630\u0627\u0621 \u0641\u064a \u0645\u0646\u0637\u0642\u062a\u0647\u0645.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u062a\u0645\u0643\u064a\u0646 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u062d\u064a\u0627\u0632\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0645\u0646 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u0639\u0632\u064a\u0632 \u0625\u0646\u062a\u0627\u062c \u0627\u0644\u063a\u0630\u0627\u0621\u061f&nbsp;<\/h2>\n\n\n\n<p>\u064a\u0645\u0643\u0651\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0637\u0631 \u0648\u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 DE Africa \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u062d\u064a\u0627\u0632\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0645\u0646 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\u0648\u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0641\u064a \u0648\u0632\u0627\u0631\u0629 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0632\u0627\u0645\u0628\u064a\u0629 \u062a\u062a\u0633\u0644\u0645 \u0627\u0644\u0623\u0642\u0631\u0627\u0635 \u0645\u0646 \u0645\u062f\u064a\u0631 \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0648\u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0641\u064a \u0648\u0632\u0627\u0631\u0629 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0632\u0627\u0645\u0628\u064a\u0629. \u0645\u062f\u064a\u0631 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u064a\u0648\u0646\u064a\u0633 \u0648\u0627\u0646\u063a\u0648\u064a<\/figcaption><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1145\" height=\"637\" src=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/ecaas-4.jpg\" alt=\"\" class=\"wp-image-2251\" srcset=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/ecaas-4.jpg 1145w, https:\/\/digitalearthafrica.org\/wp-content\/uploads\/ecaas-4-960x534.jpg 960w, https:\/\/digitalearthafrica.org\/wp-content\/uploads\/ecaas-4-768x427.jpg 768w\" sizes=\"auto, (max-width: 1145px) 100vw, 1145px\" \/><figcaption class=\"wp-element-caption\">\u0627\u0644\u0633\u064a\u062f \u062c\u0627\u0633\u062a\u0646 \u062a\u0634\u0648\u0646\u0643\u0627 \u064a\u0634\u0631\u062d \u0644\u0644\u0623\u0645\u064a\u0646 \u0627\u0644\u062f\u0627\u0626\u0645 \u0627\u0644\u0633\u064a\u062f \u063a\u0631\u064a\u0646 \u0645\u0628\u0648\u0632\u064a\u060c \u0648\u0632\u0627\u0631\u0629 \u0627\u0644\u0632\u0631\u0627\u0639\u0629\u060c \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0627\u0629 ECAAS \u0641\u064a \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629. \u062d\u0636\u0631 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639 \u0628\u0631\u064a\u0634\u0648\u0633 \u0645\u0648\u0627\u0628\u064a\u060c \u0648\u0628\u064a\u063a\u064a \u0645\u0644\u064a\u0648\u0627\u060c \u0648\u062f\u064a\u0641\u064a\u062f \u0623\u0648\u0646\u063a\u0648\u060c \u0648\u064a\u0648\u0646\u064a\u0633 \u0648\u0627\u0646\u063a\u0648\u064a\u060c \u0648\u062c\u0648\u0644\u064a\u0648\u0633 \u0628\u0648\u064a\u064a\u0646\u063a\u0648. \u0648\u063a\u0627\u0628 \u0639\u0646 \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u0633\u064a\u062f \u062c\u0627\u0633\u062a\u0646 \u062a\u0634\u0648\u0646\u0643\u0627.<\/figcaption><\/figure>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>What is the project \u2018Creating an open-source framework for Crop-Type mapping in Africa\u2019? Digital Earth Africa partnered with the\u00a0Regional Centre for Mapping of Resources for Development (RCMRD)\u00a0and\u00a0FrontierSI\u00a0to develop an end-to-end framework for crop type mapping which takes users through the steps of field data collection, model development, and map production. The project was undertaken in [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2266,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[10,31,12],"tags":[],"audience":[],"class_list":["post-2250","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-agriculture-food-security","category-capacity-development","category-use-cases"],"acf":[],"_links":{"self":[{"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/posts\/2250","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\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/comments?post=2250"}],"version-history":[{"count":4,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/posts\/2250\/revisions"}],"predecessor-version":[{"id":4516,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/posts\/2250\/revisions\/4516"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/media\/2266"}],"wp:attachment":[{"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/media?parent=2250"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/categories?post=2250"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/tags?post=2250"},{"taxonomy":"audience","embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/audience?post=2250"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}