{"id":4958,"date":"2025-08-07T07:16:07","date_gmt":"2025-08-07T07:16:07","guid":{"rendered":"https:\/\/digitalearthafrica.org\/?p=4958"},"modified":"2026-03-18T11:46:07","modified_gmt":"2026-03-18T11:46:07","slug":"ai-and-satellite-imagery-better-estimate-water-levels-in-dams","status":"publish","type":"post","link":"https:\/\/digitalearthafrica.org\/ar\/ai-and-satellite-imagery-better-estimate-water-levels-in-dams\/","title":{"rendered":"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u064a\u0642\u062f\u0631\u0627\u0646 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u064a\u0627\u0647 \u0641\u064a \u0627\u0644\u0633\u062f\u0648\u062f \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644\u00a0\u00a0"},"content":{"rendered":"<h4 class=\"wp-block-heading\"><strong>\u062a\u062f\u0639\u0645 IWMI \u0648 Digital Earth Africa \u0645\u062f\u064a\u0631\u064a \u0627\u0644\u0645\u064a\u0627\u0647 \u0645\u0646 \u062d\u0648\u0636 \u0646\u0647\u0631 \u0644\u064a\u0645popo \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0641\u0636\u0644 \u0648\u062a\u0642\u062f\u064a\u0631\u0627\u062a \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u064a\u0627\u0647.\u00a0<\/strong><\/h4>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>\u0628\u0642\u0644\u0645 \u0633\u0627\u0645 \u0633\u062a\u0648\u0631\u060c \u0633\u0631\u0627\u062c\u064a\u062a \u063a\u0648\u0634 \u0648\u0645\u0627\u0631\u064a\u0627\u0646\u062c\u0644 \u063a\u0627\u0631\u0633\u064a\u0627\u00a0<\/strong><\/h5>\n\n\n\n<p>\u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0623\u0641\u0631\u064a\u0642\u064a\u0627\u060c \u064a\u0639\u062a\u0645\u062f 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src=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/image-4.png\" alt=\"\" class=\"wp-image-4961\" srcset=\"https:\/\/digitalearthafrica.org\/wp-content\/uploads\/image-4.png 1202w, https:\/\/digitalearthafrica.org\/wp-content\/uploads\/image-4-960x465.png 960w, https:\/\/digitalearthafrica.org\/wp-content\/uploads\/image-4-768x372.png 768w, https:\/\/digitalearthafrica.org\/wp-content\/uploads\/image-4-18x9.png 18w\" sizes=\"auto, (max-width: 1202px) 100vw, 1202px\" \/><figcaption class=\"wp-element-caption\"><em>\u0627\u0644\u0635\u0648\u0631\u0629 2: \u0645\u0646\u0635\u0629 \u0627\u0644\u062a\u0648\u0623\u0645 \u0627\u0644\u0631\u0642\u0645\u064a \u062a\u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0644\u062d\u062c\u0645 \u0627\u0644\u0633\u062f \u0648\u0627\u0644\u062a\u0646\u0628\u0624\u0627\u062a \u0644\u0639\u0627\u0645 2025 \u0648\u0627\u0644\u0645\u0646\u0627\u0637\u0642 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href=\"https:\/\/github.com\/digitalearthafrica\/deafrica-sandbox-notebooks\/tree\/main\/Use_cases\/Limpopo_River_Basin\/01_Dam_Volume_Prediction\" target=\"_blank\" rel=\"noreferrer noopener\">\u062f\u0641\u062a\u0631 \u062c\u0648\u0628\u064a\u062a\u0631<\/a> \u0639\u0644\u0649 \u0645\u0646\u0635\u0629 DE Africa. \u064a\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u062f\u0641\u062a\u0631 \u0628\u0645\u062b\u0627\u0628\u0629 \u0645\u0648\u0631\u062f \u062a\u0639\u0644\u064a\u0645\u064a \u0648\u0623\u062f\u0627\u0629 \u0639\u0645\u0644\u064a\u0629\u060c \u062d\u064a\u062b \u064a\u0648\u0636\u062d \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f \u0644\u062a\u0648\u0644\u064a\u062f \u062a\u0642\u062f\u064a\u0631\u0627\u062a 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\u0648\u0635\u0648\u0644\u0627\u064b \u0645\u062c\u0627\u0646\u064a\u064b\u0627 \u0625\u0644\u0649 \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\u060c \u0648\u0645\u0646\u0638\u0645\u0627\u062a \u0645\u062b\u0644 IWMI \u062a\u062c\u0644\u0628 \u0639\u0642\u0648\u062f\u064b\u0627 \u0645\u0646 \u0627\u0644\u062e\u0628\u0631\u0629 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u064a\u0627\u0647\u060c \u0641\u0625\u0646 \u0627\u0644\u0642\u0627\u0631\u0629 \u0641\u064a \u0648\u0636\u0639 \u062c\u064a\u062f \u064a\u0633\u0645\u062d \u0644\u0647\u0627 \u0628\u0627\u0644\u0642\u0641\u0632 \u0625\u0644\u0649 \u0645\u0633\u062a\u0642\u0628\u0644 \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.&nbsp;<\/p>\n\n\n\n<p>\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u062a\u0648\u0623\u0645 \u0627\u0644\u0631\u0642\u0645\u064a \u0644\u062d\u0648\u0636 \u0646\u0647\u0631 \u0644\u064a\u0645\u0628\u0648\u0628\u0648 \u0643\u0627\u0646 \u0645\u0641\u0648\u0636\u064a\u0629 \u0644\u064a\u0645\u0628\u0648\u0628\u0648 \u0644\u0644\u0645\u0645\u0631\u0627\u062a \u0627\u0644\u0645\u0627\u0626\u064a\u0629 (<a href=\"https:\/\/limpopocommission.org\" target=\"_blank\" rel=\"noopener\">\u0644\u064a\u0645\u0643\u0648\u0645<\/a>) \u0641\u064a \u0625\u0637\u0627\u0631 \u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0645\u0648\u064a\u0644 \u0627\u0644\u0645\u064a\u0633\u0631 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0645\u0631\u0641\u0642 \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 (UNDP-GEF). \u0643\u062c\u0632\u0621 \u0645\u0646 \u062a\u0633\u0631\u064a\u0639 CGIAR \u0644\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a\u060c \u064a\u0647\u062f\u0641 \u0627\u0644\u0645\u0639\u0647\u062f \u0627\u0644\u062f\u0648\u0644\u064a \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u064a\u0627\u0647 \u0625\u0644\u0649 \u062a\u0633\u062e\u064a\u0631 \u0623\u062d\u062f\u062b \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0644\u062a\u0639\u0632\u064a\u0632 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u064a\u0627\u0647 \u0641\u064a \u062d\u0648\u0636 \u0646\u0647\u0631 \u0644\u064a\u0645\u0628\u0648\u0628\u0648 \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0634\u0631\u0643\u0627\u0621 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0645\u062b\u0644 DE Africa \u0648 Amazon Web Services\u060c \u0628\u062f\u0639\u0645 \u0645\u0646 \u0635\u0646\u062f\u0648\u0642 Leona M. \u0648 Harry B. Helmsley Charitable Trust\u00a0<\/p>","protected":false},"excerpt":{"rendered":"<p>IWMI and Digital Earth Africa are supporting water managers from the Limpopo River Basin by improving access to better data and more accurate water level estimates.\u00a0 By Sam Storr, Surajit Ghosh and Mariangel Garcia\u00a0 Across Africa, farmers rely on water from dams to irrigate their crops through periods of drought. But how much water is [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":4959,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[12,28,35],"tags":[],"audience":[48],"class_list":["post-4958","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-use-cases","category-partnerships","category-water-resources","audience-government"],"acf":[],"_links":{"self":[{"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/posts\/4958","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=4958"}],"version-history":[{"count":3,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/posts\/4958\/revisions"}],"predecessor-version":[{"id":4966,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/posts\/4958\/revisions\/4966"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/media\/4959"}],"wp:attachment":[{"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/media?parent=4958"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/categories?post=4958"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/tags?post=4958"},{"taxonomy":"audience","embeddable":true,"href":"https:\/\/digitalearthafrica.org\/ar\/wp-json\/wp\/v2\/audience?post=4958"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}