{"id":11601,"date":"2026-02-26T09:37:35","date_gmt":"2026-02-26T06:37:35","guid":{"rendered":"https:\/\/agri-research-journal.net\/sjar\/?p=11601"},"modified":"2026-02-26T09:37:35","modified_gmt":"2026-02-26T06:37:35","slug":"%d8%aa%d9%82%d9%8a%d9%8a%d9%85-%d8%aa%d8%ba%d9%8a%d8%b1%d8%a7%d8%aa-%d8%a7%d9%84%d8%ba%d8%b7%d8%a7%d8%a1-%d8%a7%d9%84%d8%a3%d8%b1%d8%b6%d9%8a-%d9%81%d9%8a-%d9%85%d8%ad%d9%85%d9%8a%d8%a9-%d8%a7%d9%84","status":"publish","type":"post","link":"https:\/\/agri-research-journal.net\/sjar\/?p=11601","title":{"rendered":"\u062a\u0642\u064a\u064a\u0645 \u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0623\u0631\u0636\u064a \u0641\u064a \u0645\u062d\u0645\u064a\u0629 \u0627\u0644\u0623\u0631\u0632 \u0648\u0627\u0644\u0634\u0648\u062d\u060c \u0633\u0648\u0631\u064a\u0629\u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a Sentinel 2A \u0648\u0645\u0646\u0635\u0629 Google Earth Engine"},"content":{"rendered":"<p style=\"text-align: center;\"><span style=\"font-size: 14pt; font-family: 'times new roman', times, serif;\"><strong>\u0639\u0644\u0627 \u0639\u0644\u064a \u0645\u0631\u0647\u062c<sup>1*<\/sup><\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 12pt; font-family: 'times new roman', times, serif;\"><sup>1<\/sup> \u0627\u0644\u0647\u064a\u0626\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f- \u0641\u0631\u0639 \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0633\u0627\u062d\u0644\u064a\u0629. \u0645\u062d\u0627\u0636\u0650\u0631\u0629 \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u062a\u0634\u0631\u064a\u0646\u060c \u0627\u0644\u0644\u0627\u0630\u0642\u064a\u0629\u060c \u0633\u0648\u0631\u064a\u0629.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 12pt; font-family: 'times new roman', times, serif;\">(<strong>*<\/strong>\u0644\u0644\u0645\u0631\u0627\u0633\u0644\u0629: \u0627\u0644\u0628\u0627\u062d\u062b \u0639\u0644\u0627 \u0645\u0631\u0647\u062c\u060c \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: <a href=\"mailto:hamzereem432@gmail.com\">\u00a0safaadakhil5@gmail.com<\/a>\u060c \u0647\u0627\u062a\u0641: 0932044199)<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 12pt; font-family: 'times new roman', times, serif;\"><strong>\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0627\u0633\u062a\u0644\u0627\u0645<\/strong>: 6\/ 2\/ 2025\u00a0\u00a0\u00a0\u00a0 <strong>\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0642\u0628\u0648\u0644<\/strong>: 15\/ 6\/ 2025<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt; font-family: 'times new roman', times, serif;\"><strong>\u0627\u0644\u0645\u0644\u062e\u0651\u0635<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt; font-family: 'times new roman', times, serif;\">\u0623\u0635\u0628\u062d \u0627\u0644\u062a\u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0633\u0627\u0631\u0639 \u0641\u064a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0623\u0631\u0636\u064a \u0645\u0634\u0643\u0644\u0629 \u0643\u0628\u064a\u0631\u0629 \u0646\u0627\u062c\u0645\u0629 \u0639\u0646 \u0639\u0648\u0627\u0645\u0644 \u0645\u062e\u062a\u0644\u0641\u0629 \u0641\u064a \u0645\u062d\u0645\u064a\u0629 \u0627\u0644\u0623\u0631\u0632 \u0648\u0627\u0644\u0634\u0648\u062d \u0631\u063a\u0645 \u0648\u0642\u0648\u0639\u0647\u0627 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0627\u064a\u0629. \u0647\u062f\u0641\u062a \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0625\u0644\u0649 \u062a\u0642\u064a\u064a\u0645 \u0645\u062f\u0649 \u0641\u0627\u0626\u062f\u0629 \u0644\u0631\u0635\u062f \u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0623\u0631\u0636\u064a \u0641\u064a \u0645\u062d\u0645\u064a\u0629 \u0627\u0644\u0623\u0631\u0632 \u0648\u0627\u0644\u0634\u0648\u062d \u0641\u064a \u0633\u0648\u0631\u064a\u0629 \u062e\u0644\u0627\u0644 \u0641\u062a\u0631\u0629 5 \u0633\u0646\u0648\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629 (2018-2023) \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0635\u0648\u0631\u062a\u064a\u0646 \u0645\u0646 \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a Sentinel-2 (S2) \u0645\u0644\u062a\u0642\u0637\u062a\u064a\u0646 \u0641\u064a \u0627\u0644\u0639\u0627\u0645\u064a\u0646 2018 \u06482023\u060c \u062b\u0645 \u062a\u0637\u0628\u064a\u0642 \u0646\u0645\u0648\u0630\u062c (Random Forest \u201cRF\u201d) \u0636\u0645\u0646 \u0645\u0646\u0635\u0629 Google Earth Engine (GEE). \u0623\u0638\u0647\u0631\u062a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u0646 \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629 (Overall Accuracy (OA)) \u0644\u0644\u062a\u0635\u0646\u064a\u0641 \u0641\u064a \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0623\u0631\u0636\u064a \u0627\u0644\u0646\u0627\u062a\u062c\u0629 \u0628\u0644\u063a\u062a 93.4% \u0641\u064a \u062e\u0631\u064a\u0637\u0629 2018 \u064892.7% \u0641\u064a \u062e\u0631\u064a\u0637\u0629 2023. \u0645\u0646 \u062c\u0647\u0629 \u0623\u062e\u0631\u0649\u060c \u0623\u0638\u0647\u0631\u062a \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0646\u062e\u0641\u0627\u0636 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u063a\u0627\u0628\u0648\u064a \u0641\u064a \u0627\u0644\u0645\u062d\u0645\u064a\u0629 \u0628\u0646\u0633\u0628\u0629 36.07% \u0645\u0646 \u0625\u062c\u0645\u0627\u0644\u064a \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0645\u062d\u0645\u064a\u0629 \u062e\u0644\u0627\u0644 \u0641\u062a\u0631\u0629 \u0627\u0644\u062f\u0631\u0627\u0633\u0629. \u0628\u0627\u0644\u0645\u0642\u0627\u0628\u0644\u060c \u062a\u062f\u0639\u0645 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0628\u0642\u0648\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646\u0635\u0629 GEE \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a Sentinel 2A \u0628\u0627\u0644\u062a\u0648\u0627\u0632\u064a \u0645\u0639 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u062f\u0642\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0623\u0631\u0636\u064a \u0641\u064a \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u062c\u0628\u0644\u064a\u0629. \u0623\u0648\u0635\u062a \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0628\u0636\u0631\u0648\u0631\u0629 \u0627\u062a\u062e\u0627\u0630 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0633\u0631\u064a\u0639\u0629 \u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0646\u0627\u062f\u0631\u0629 \u0641\u064a \u0645\u062d\u0645\u064a\u0629 \u0627\u0644\u0623\u0631\u0632 \u0648\u0627\u0644\u0634\u0648\u062d. \u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt; font-family: 'times new roman', times, serif;\"><strong>\u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629: <\/strong>\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631\u060c \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629\u060c \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f\u060c \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0623\u0631\u0636\u064a\u060c \u0627\u0644\u063a\u0627\u0628\u0627\u062a\u060c \u0645\u062d\u0645\u064a\u0629 \u0627\u0644\u0623\u0631\u0632 \u0648\u0627\u0644\u0634\u0648\u062d\u060c \u0645\u0646\u0635\u0629 Google Earth Engine.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 14pt; font-family: 'times new roman', times, serif;\"><strong>\u0627\u0644\u0628\u062d\u062b \u0643\u0627\u0645\u0644\u0627\u064b \u0628\u0627\u0644\u0644\u063a\u0629 <\/strong><strong>\u0627\u0644\u0625\u0646\u0643\u0644\u064a\u0632\u064a\u0629<\/strong><strong>: <\/strong><a href=\"https:\/\/agri-research-journal.net\/sjar\/wp-content\/uploads\/2026\/02\/v13n1p33.pdf\"><strong>pdf<\/strong><\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0639\u0644\u0627 \u0639\u0644\u064a \u0645\u0631\u0647\u062c1* 1 \u0627\u0644\u0647\u064a\u0626\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f- \u0641\u0631\u0639 \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0633\u0627\u062d\u0644\u064a\u0629. \u0645\u062d\u0627\u0636\u0650\u0631\u0629 \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u062a\u0634\u0631\u064a\u0646\u060c \u0627\u0644\u0644\u0627\u0630\u0642\u064a\u0629\u060c \u0633\u0648\u0631\u064a\u0629. (*\u0644\u0644\u0645\u0631\u0627\u0633\u0644\u0629: \u0627\u0644\u0628\u0627\u062d\u062b \u0639\u0644\u0627 \u0645\u0631\u0647\u062c\u060c \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: \u00a0safaadakhil5@gmail.com\u060c \u0647\u0627\u062a\u0641: 0932044199) \u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0627\u0633\u062a\u0644\u0627\u0645: 6\/ 2\/ 2025\u00a0\u00a0\u00a0\u00a0 \u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0642\u0628\u0648\u0644: 15\/ 6\/ 2025 \u0627\u0644\u0645\u0644\u062e\u0651\u0635 \u0623\u0635\u0628\u062d \u0627\u0644\u062a\u063a\u064a\u0631 &hellip; <a href=\"https:\/\/agri-research-journal.net\/sjar\/?p=11601\">\u0623\u0643\u0645\u0644 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 <span class=\"meta-nav\">&larr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11601","post","type-post","status-publish","format-standard","hentry","category-1"],"_links":{"self":[{"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=\/wp\/v2\/posts\/11601","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=11601"}],"version-history":[{"count":1,"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=\/wp\/v2\/posts\/11601\/revisions"}],"predecessor-version":[{"id":11603,"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=\/wp\/v2\/posts\/11601\/revisions\/11603"}],"wp:attachment":[{"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=11601"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=11601"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=11601"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}