{"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":"

\u0639\u0644\u0627 \u0639\u0644\u064a \u0645\u0631\u0647\u062c1*<\/sup><\/strong><\/span><\/p>\n

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

(*<\/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: \u00a0safaadakhil5@gmail.com<\/a>\u060c \u0647\u0627\u062a\u0641: 0932044199)<\/span><\/p>\n

\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0627\u0633\u062a\u0644\u0627\u0645<\/strong>: 6\/ 2\/ 2025\u00a0\u00a0\u00a0\u00a0 \u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0642\u0628\u0648\u0644<\/strong>: 15\/ 6\/ 2025<\/span><\/p>\n

\u0627\u0644\u0645\u0644\u062e\u0651\u0635<\/strong><\/span><\/p>\n

\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

\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

\u0627\u0644\u0628\u062d\u062b \u0643\u0627\u0645\u0644\u0627\u064b \u0628\u0627\u0644\u0644\u063a\u0629 <\/strong>\u0627\u0644\u0625\u0646\u0643\u0644\u064a\u0632\u064a\u0629<\/strong>: <\/strong>pdf<\/strong><\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

\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 … \u0623\u0643\u0645\u0644 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 ←<\/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"],"yoast_head":"\n\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 - \u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u0633\u0648\u0631\u064a\u0629 \u0644\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629 SJAR<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/agri-research-journal.net\/sjar\/?p=11601\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\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 - \u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u0633\u0648\u0631\u064a\u0629 \u0644\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629 SJAR\" \/>\n<meta property=\"og:description\" content=\"\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. 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