{"id":183090,"date":"2026-04-14T15:23:20","date_gmt":"2026-04-14T15:23:20","guid":{"rendered":"https:\/\/flypix.ai\/?p=183090"},"modified":"2026-04-14T15:23:39","modified_gmt":"2026-04-14T15:23:39","slug":"free-satellite-imagery-sources","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ar\/free-satellite-imagery-sources\/","title":{"rendered":"\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0644\u0644\u0645\u0632\u0627\u0631\u0639\u064a\u0646 \u0648\u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646"},"content":{"rendered":"<p>\u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0645\u0632\u0627\u0631\u0639\u0648\u0646 \u0648\u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 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class=\"wp-block-list\">\n<li>\u0646\u0638\u0627\u0645 \u0643\u0648\u0628\u0631\u0646\u064a\u0643\u0648\u0633 \u0627\u0644\u0628\u064a\u0626\u064a \u0644\u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (\u0627\u0644\u0628\u0648\u0627\u0628\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629)<\/li>\n\n\n\n<li>\u0645\u062a\u0635\u0641\u062d \u0643\u0648\u0628\u0631\u0646\u064a\u0643\u0648\u0633 \u0644\u0639\u0631\u0636 \u0633\u0631\u064a\u0639<\/li>\n\n\n\n<li>\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Sentinel Hub \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646<\/li>\n<\/ul>\n\n\n\n<p>\u062a\u0642\u062f\u0645 \u062e\u062f\u0645\u0629 \u0643\u0648\u0628\u0631\u0646\u064a\u0643\u0648\u0633 \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u0645\u0646\u062a\u062c\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u062a\u0634\u0645\u0644 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\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062d\u0642\u0644\u060c \u0627\u0644\u0631\u064a<\/td><\/tr><tr><td>\u0633\u064a\u0646\u062a\u064a\u0646\u0644-2<\/td><td>10 \u0623\u0645\u062a\u0627\u0631<\/td><td>5 \u0623\u064a\u0627\u0645<\/td><td>\u0645\u0631\u0627\u0642\u0628\u0629 \u0635\u062d\u0629 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0648\u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629<\/td><\/tr><tr><td>\u0633\u064a\u0646\u062a\u064a\u0646\u0644-1<\/td><td>10 \u0623\u0645\u062a\u0627\u0631<\/td><td>6 \u0623\u064a\u0627\u0645<\/td><td>\u0645\u0631\u0627\u0642\u0628\u0629 \u0631\u0637\u0648\u0628\u0629 \u0627\u0644\u062a\u0631\u0628\u0629 \u0641\u064a \u062c\u0645\u064a\u0639 \u0627\u0644\u0623\u062d\u0648\u0627\u0644 \u0627\u0644\u062c\u0648\u064a\u0629<\/td><\/tr><tr><td>\u0645\u0648\u062f\u064a\u0633<\/td><td>250-500 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\u0644\u0644\u0645\u062d\u064a\u0637\u0627\u062a \u0648\u0627\u0644\u063a\u0644\u0627\u0641 \u0627\u0644\u062c\u0648\u064a (NOAA) \u0635\u0648\u0631\u064b\u0627 \u0633\u0627\u062d\u0644\u064a\u0629\u060c \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0631\u062a\u0641\u0627\u0639\u0627\u062a \u0628\u062a\u0642\u0646\u064a\u0629 LiDAR\u060c \u0648\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0623\u0631\u0636\u064a. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0645\u0632\u0627\u0631\u0639 \u0627\u0644\u0642\u0631\u064a\u0628\u0629 \u0645\u0646 \u0627\u0644\u0633\u0648\u0627\u062d\u0644 \u0623\u0648 \u0627\u0644\u0645\u0633\u0637\u062d\u0627\u062a \u0627\u0644\u0645\u0627\u0626\u064a\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u062a\u062f\u0639\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0630\u0647 \u062a\u062e\u0637\u064a\u0637 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\u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0635\u0642\u064a\u0639 \u0648\u062a\u0642\u064a\u064a\u0645 \u0623\u0636\u0631\u0627\u0631 \u0627\u0644\u0639\u0648\u0627\u0635\u0641.<\/p>\n\n\n\n<p>\u062a\u064f\u0643\u0645\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u062e \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 \u0627\u0644\u0635\u0627\u062f\u0631\u0629 \u0639\u0646 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0648\u0637\u0646\u064a\u0629 \u0644\u0644\u0645\u062d\u064a\u0637\u0627\u062a \u0648\u0627\u0644\u063a\u0644\u0627\u0641 \u0627\u0644\u062c\u0648\u064a (NOAA) \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0628\u064a\u0626\u064a \u0627\u0644\u0644\u0627\u0632\u0645 \u0644\u062a\u0641\u0633\u064a\u0631 \u062a\u063a\u064a\u0631\u0627\u062a \u0633\u0637\u062d \u0627\u0644\u0623\u0631\u0636.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0646\u0635\u0627\u062a \u0632\u0631\u0627\u0639\u064a\u0629 \u0645\u062a\u062e\u0635\u0635\u0629<\/h2>\n\n\n\n<p>\u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0645\u0646\u0635\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u0631\u0636 \u0627\u0644\u0639\u0627\u0645\u0629\u060c \u062a\u0633\u062a\u0647\u062f\u0641 \u0628\u0639\u0636 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u064a\u0646 \u0639\u0644\u0649 \u0648\u062c\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u062f.<\/p>\n\n\n\n<p>\u064a\u0648\u0641\u0631 \u0628\u0631\u0646\u0627\u0645\u062c USDA CropScape \u0623\u062f\u0627\u0629\u064b \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0637\u0628\u0642\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0648\u0627\u0644\u0645\u0633\u062a\u0645\u062f\u0629 \u0645\u0646 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629. \u0648\u062a\u0635\u0646\u0641 \u0637\u0628\u0642\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629 \u0633\u0646\u0648\u064a\u064b\u0627 \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u0628\u062f\u0642\u0629 30 \u0645\u062a\u0631\u064b\u0627.<\/p>\n\n\n\n<p>\u064a\u0648\u0641\u0631 \u0646\u0638\u0627\u0645 ALOS World 3D (AW3D30) \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0648\u0643\u0627\u0644\u0629 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0641\u0636\u0627\u0621 \u0627\u0644\u064a\u0627\u0628\u0627\u0646\u064a\u0629 (JAXA) \u0646\u0645\u0627\u0630\u062c \u0633\u0637\u062d\u064a\u0629 \u0631\u0642\u0645\u064a\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0628\u062f\u0642\u0629 30 \u0645\u062a\u0631\u064b\u0627 - \u0648\u0647\u0648 \u0623\u0645\u0631 \u0645\u0641\u064a\u062f \u0644\u0641\u0647\u0645 \u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633 \u0639\u0644\u0649 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u064a\u0627\u0647 \u0648\u0627\u0644\u062a\u0622\u0643\u0644 \u0641\u064a \u0627\u0644\u0645\u0646\u0627\u0638\u0631 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1470\" height=\"693\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/04\/image2-1.avif\" alt=\"\u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0639\u0644\u0649 \u0623\u0646\u0648\u0627\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627 \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u062a\u0648\u0636\u062d \u0643\u064a\u0641 \u062a\u0644\u0628\u064a \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0641\u064a \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u062f\u0642\u064a\u0642\u0629.\" class=\"wp-image-183096\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0632\u0631\u0627\u0639\u064a<\/h2>\n\n\n\n<p>\u064a\u062a\u0637\u0644\u0628 \u0641\u0647\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0625\u062f\u0631\u0627\u0643 \u0627\u0644\u0642\u064a\u0648\u062f \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a. \u0648\u0644\u0627 \u062a\u0632\u0627\u0644 \u0627\u0644\u063a\u064a\u0648\u0645 \u062a\u0634\u0643\u0644 \u0627\u0644\u0639\u0627\u0626\u0642 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0623\u0645\u0627\u0645 \u0623\u062c\u0647\u0632\u0629 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\u0625\u0634\u0627\u0631\u0627\u062a \u0631\u0627\u062f\u0627\u0631 Sentinel-1 \u0627\u0644\u0633\u062d\u0628\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0633\u062a\u0645\u0631\u0629 \u0628\u063a\u0636 \u0627\u0644\u0646\u0638\u0631 \u0639\u0646 \u0627\u0644\u0623\u062d\u0648\u0627\u0644 \u0627\u0644\u062c\u0648\u064a\u0629. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062a\u0648\u0627\u0641\u0631\u064b\u0627 \u0645\u0636\u0645\u0648\u0646\u064b\u0627 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0641\u0625\u0646 \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631\u064a\u0629 \u064a\u0636\u0645\u0646 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0639\u0627\u0644\u064a\u0629.<\/p>\n\n\n\n<p>\u062a\u062d\u062f\u062f \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0645\u0643\u0646\u0629. \u062a\u063a\u0637\u064a \u0628\u0643\u0633\u0644\u0629 \u0644\u0627\u0646\u062f\u0633\u0627\u062a \u0628\u062d\u062c\u0645 30 \u0645\u062a\u0631\u064b\u0627 \u0645\u0633\u0627\u062d\u0629 0.22 \u0641\u062f\u0627\u0646 \u062a\u0642\u0631\u064a\u0628\u064b\u0627\u060c \u0648\u0647\u064a \u0645\u0633\u0627\u062d\u0629 \u0643\u0627\u0641\u064a\u0629 \u0644\u0644\u062d\u0642\u0648\u0644 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629\u060c \u0644\u0643\u0646\u0647\u0627 \u063a\u064a\u0631 \u0643\u0627\u0641\u064a\u0629 \u0644\u0644\u0645\u0633\u0627\u062d\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0623\u0648 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a 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\u0648\u0627\u0644\u0648\u0635\u0648\u0644<\/h2>\n\n\n\n<p>\u062a\u062a\u0637\u0644\u0628 \u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0645\u062c\u0627\u0646\u064a. \u064a\u0633\u062a\u062e\u062f\u0645 \u0643\u0644 \u0645\u0646 USGS EarthExplorer \u0648NASA Earthdata \u0648Copernicus Data Space Ecosystem \u0639\u0645\u0644\u064a\u0627\u062a \u0625\u0646\u0634\u0627\u0621 \u062d\u0633\u0627\u0628\u0627\u062a \u0628\u0633\u064a\u0637\u0629 \u062a\u062a\u0637\u0644\u0628 \u0641\u0642\u0637 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a.<\/p>\n\n\n\n<p>\u062a\u062e\u062a\u0644\u0641 \u0635\u064a\u063a \u0627\u0644\u062a\u0646\u0632\u064a\u0644 \u0628\u0627\u062e\u062a\u0644\u0627\u0641 \u0627\u0644\u0645\u0646\u0635\u0629. \u0644\u0627 \u062a\u0632\u0627\u0644 \u0635\u064a\u063a\u0629 GeoTIFF \u0647\u064a \u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0644\u0644\u0635\u0648\u0631\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0623\u062a\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629 \u0628\u0635\u064a\u063a\u0629 XML \u0623\u0648 JSON. \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0639\u0627\u062f\u0629\u064b \u0628\u0631\u0627\u0645\u062c \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u062b\u0644 QGIS (\u0645\u062c\u0627\u0646\u064a) \u0623\u0648 \u062e\u064a\u0627\u0631\u0627\u062a \u062a\u062c\u0627\u0631\u064a\u0629 \u0645\u062b\u0644 ArcGIS.<\/p>\n\n\n\n<p>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u0644\u0627 \u064a\u0645\u0644\u0643\u0648\u0646 \u062e\u0628\u0631\u0629 \u0641\u064a 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src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo.avif\" alt=\"\" class=\"wp-image-182258\" style=\"width:286px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo.avif 590w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo-300x64.avif 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/02\/flypix-logo-18x4.avif 18w\" sizes=\"(max-width: 590px) 100vw, 590px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u062c\u0639\u0644 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u0641\u064a\u062f\u0629 \u0628\u0627\u0644\u0641\u0639\u0644<\/h2>\n\n\n\n<p>\u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 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\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643.<\/p>\n\n\n\n<p>\u064a\u064f\u062a\u064a\u062d \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631\u064a\u0629 \u0648\u0627\u0644\u062d\u0631\u0627\u0631\u064a\u0629 \u0631\u0624\u0649\u064b \u064a\u0633\u062a\u062d\u064a\u0644 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u064a\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u0631\u0636\u064a\u0629 \u0648\u062d\u062f\u0647\u0627. \u0648\u0645\u0639 \u062a\u0648\u0633\u0639 \u0646\u0637\u0627\u0642 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u062a\u0637\u0648\u0631 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0644\u062a\u0635\u0628\u062d \u0623\u0643\u062b\u0631 \u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u062a\u062a\u0642\u0644\u0635 \u0627\u0644\u0641\u062c\u0648\u0629 \u0628\u064a\u0646 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0641\u0636\u0627\u0626\u064a\u0629 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0639\u0644\u0649 \u0623\u0631\u0636 \u0627\u0644\u0648\u0627\u0642\u0639.<\/p>\n\n\n\n<p>\u0627\u0628\u062f\u0623 \u0628\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0647\u0630\u0647 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u064a\u0648\u0645. \u0642\u062f \u064a\u0643\u0648\u0646 \u0627\u0643\u062a\u0634\u0627\u0641\u0643 \u0627\u0644\u0631\u0627\u0626\u062f \u0627\u0644\u062a\u0627\u0644\u064a \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0623\u0648 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a \u0628\u0627\u0646\u062a\u0638\u0627\u0631\u0643 \u0641\u064a \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0645\u062c\u0627\u0646\u0627\u064b \u0648\u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u062a\u0642\u0627\u0637\u0647\u0627 \u0628\u0627\u0644\u0623\u0645\u0633.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1776179556316\"><strong class=\"schema-faq-question\">\u0645\u0627 \u0647\u064a \u0623\u0639\u0644\u0649 \u062f\u0642\u0629 \u0644\u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629\u061f<\/strong> <p class=\"schema-faq-answer\">\u064a\u064f\u0648\u0641\u0631 \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a Sentinel-2 \u0635\u0648\u0631\u064b\u0627 \u0641\u0636\u0627\u0626\u064a\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629 \u062a\u0635\u0644 \u0625\u0644\u0649 10 \u0623\u0645\u062a\u0627\u0631 \u0644\u0645\u0639\u0638\u0645 \u0627\u0644\u0646\u0637\u0627\u0642\u0627\u062a. \u0628\u064a\u0646\u0645\u0627 \u064a\u064f\u0642\u062f\u0645 \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a Landsat \u0635\u0648\u0631\u064b\u0627 \u0628\u062f\u0642\u0629 30 \u0645\u062a\u0631\u064b\u0627 \u0643\u0645\u0639\u064a\u0627\u0631\u060c \u0645\u0639 \u062f\u0642\u0629 \u0628\u0627\u0646\u0643\u0631\u0648\u0645\u0627\u062a\u064a\u0629 \u062a\u0628\u0644\u063a 15 \u0645\u062a\u0631\u064b\u0627. \u0648\u0641\u064a \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0643\u0648\u0627\u0631\u062b\u060c \u064a\u064f\u0635\u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0634\u0631\u0643\u0629 Maxar \u0635\u0648\u0631\u064b\u0627 \u0628\u0635\u0631\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629 (\u0628\u062f\u0642\u0629 \u0623\u0642\u0644 \u0645\u0646 \u0645\u062a\u0631) \u0641\u064a \u063a\u0636\u0648\u0646 24-48 \u0633\u0627\u0639\u0629 \u0645\u0646 \u0648\u0642\u0648\u0639 \u0627\u0644\u0643\u0627\u0631\u062b\u0629\u060c \u0645\u0639 \u0627\u0644\u0639\u0644\u0645 \u0623\u0646 \u0627\u0644\u062a\u063a\u0637\u064a\u0629 \u062a\u0643\u0648\u0646 \u062e\u0627\u0635\u0629 \u0628\u0643\u0644 \u0643\u0627\u0631\u062b\u0629 \u0639\u0644\u0649 \u062d\u062f\u0629 \u0648\u0644\u064a\u0633\u062a \u0645\u0633\u062a\u0645\u0631\u0629.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179561877\"><strong class=\"schema-faq-question\">\u0643\u0645 \u0645\u0631\u0629 \u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062b \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u061f<\/strong> <p class=\"schema-faq-answer\">\u064a\u062e\u062a\u0644\u0641 \u0645\u0639\u062f\u0644 \u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u062e\u062a\u0644\u0627\u0641 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629. \u064a\u064f\u0639\u064a\u062f \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a Sentinel-2 \u0632\u064a\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0642\u0639 \u0643\u0644 5 \u0623\u064a\u0627\u0645\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u064f\u0639\u064a\u062f \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a Landsat \u0632\u064a\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0642\u0639 \u0643\u0644 16 \u064a\u0648\u0645\u064b\u0627\u060c \u0648\u064a\u064f\u0639\u064a\u062f \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a MODIS \u0632\u064a\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0642\u0639 \u064a\u0648\u0645\u064a\u064b\u0627. \u0648\u0648\u0641\u0642\u064b\u0627 \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\u060c \u062a\u064f\u0635\u0628\u062d \u0635\u0648\u0631 Landsat \u0645\u062a\u0627\u062d\u0629 \u0639\u0628\u0631 \u0645\u0646\u0635\u0629 EarthExplorer \u0641\u064a \u063a\u0636\u0648\u0646 6 \u0633\u0627\u0639\u0627\u062a \u0645\u0646 \u0627\u0644\u062a\u0642\u0627\u0637\u0647\u0627. \u0648\u064a\u0624\u062f\u064a \u062f\u0645\u062c \u0628\u064a\u0627\u0646\u0627\u062a \u0639\u062f\u0629 \u0623\u0642\u0645\u0627\u0631 \u0635\u0646\u0627\u0639\u064a\u0629 \u0625\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u0645\u0639\u062f\u0644 \u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0623\u064a \u0645\u0648\u0642\u0639.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179566820\"><strong class=\"schema-faq-question\">\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629\u061f<\/strong> <p class=\"schema-faq-answer\">\u0646\u0639\u0645. \u0644\u0627 \u062a\u062e\u0636\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0623\u0642\u0645\u0627\u0631 USGS Landsat \u0648ESA Copernicus Sentinels \u0648NASA \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0644\u0623\u064a \u0642\u064a\u0648\u062f \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062c\u0627\u0631\u064a. \u062a\u0633\u0645\u062d \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0635\u0631\u0627\u062d\u0629\u064b \u0628\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u062f\u0642\u064a\u0642\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629\u060c \u0648\u0628\u0631\u0627\u0645\u062c \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0632\u0627\u0631\u0639. \u064a\u064f\u0631\u062c\u0649 \u062f\u0627\u0626\u0645\u064b\u0627 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0634\u0631\u0648\u0637 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179814388\"><strong class=\"schema-faq-question\">\u0647\u0644 \u0623\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0628\u0631\u0627\u0645\u062c \u062e\u0627\u0635\u0629 \u0644\u0644\u0639\u0645\u0644 \u0645\u0639 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u061f<\/strong> <p class=\"schema-faq-answer\">\u0644\u064a\u0633 \u0628\u0627\u0644\u0636\u0631\u0648\u0631\u0629. \u062a\u062a\u064a\u062d \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u062a\u0635\u0641\u062d \u0645\u062b\u0644 \u0645\u062a\u0635\u0641\u062d \u0643\u0648\u0628\u0631\u0646\u064a\u0643\u0648\u0633 \u0648\u0646\u0627\u0633\u0627 \u0648\u0648\u0631\u0644\u062f\u0641\u064a\u0648 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u0646\u0632\u064a\u0644\u0647\u0627. \u0623\u0645\u0627 \u0644\u0644\u062a\u062d\u0644\u064a\u0644\u060c \u0641\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0631\u0627\u0645\u062c \u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u062b\u0644 QGIS \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0639\u0638\u0645 \u0635\u064a\u063a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629. \u0643\u0645\u0627 \u062a\u0648\u0641\u0631 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0622\u0646 \u0645\u0646\u062a\u062c\u0627\u062a \u0645\u064f\u0639\u0627\u0644\u062c\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0645\u062b\u0644 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a\u060c \u0645\u0645\u0627 \u064a\u064f\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179820141\"><strong class=\"schema-faq-question\">\u0643\u064a\u0641 \u0623\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0633\u062d\u0628 \u0641\u064a \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u061f<\/strong> <p class=\"schema-faq-answer\">\u064a\u062d\u062f\u0651 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0633\u062d\u0627\u0628\u064a \u0645\u0646 \u062c\u062f\u0648\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0628\u0635\u0631\u064a\u0629. \u0648\u062a\u0634\u0645\u0644 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062d\u0645\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u062a\u0648\u0627\u0631\u064a\u062e \u0645\u062a\u0639\u062f\u062f\u0629 \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0641\u062a\u0631\u0627\u062a \u062e\u0627\u0644\u064a\u0629 \u0645\u0646 \u0627\u0644\u0633\u062d\u0628\u060c \u0623\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0631\u0627\u062f\u0627\u0631 Sentinel-1 \u0627\u0644\u062a\u064a \u062a\u062e\u062a\u0631\u0642 \u0627\u0644\u0633\u062d\u0628\u060c \u0623\u0648 \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0645\u0646\u062a\u062c\u0627\u062a \u0645\u0631\u0643\u0628\u0629 \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0639\u062f\u0629 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u062e\u0627\u0644\u064a\u0629 \u0645\u0646 \u0627\u0644\u0633\u062d\u0628. \u0648\u064a\u0645\u0643\u0646 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0627\u0644\u062a\u063a\u0644\u0628 \u0639\u0644\u0649 \u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u063a\u0627\u0626\u0645\u0629 \u0627\u0644\u0639\u0631\u0636\u064a\u0629.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179827453\"><strong class=\"schema-faq-question\">\u0645\u0627 \u0647\u064a \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0646\u064a \u062d\u0633\u0627\u0628\u0647\u0627 \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u061f<\/strong> <p class=\"schema-faq-answer\">\u064a\u062f\u0639\u0645 \u0643\u0644 \u0645\u0646 \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a \u0644\u0627\u0646\u062f\u0633\u0627\u062a \u0648\u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a \u0633\u0646\u062a\u064a\u0646\u0644-2 \u062c\u0645\u064a\u0639 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0645\u0624\u0634\u0631 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u0637\u0628\u064a\u0639\u064a (NDVI)\u060c \u0648\u0645\u0624\u0634\u0631 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u0645\u062d\u0633\u0646 (EVI)\u060c \u0648\u0645\u0624\u0634\u0631 \u0627\u0644\u0645\u0627\u0621 \u0627\u0644\u0637\u0628\u064a\u0639\u064a (NDWI)\u060c \u0648\u0645\u0624\u0634\u0631 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u0645\u0639\u062f\u0644 \u062d\u0633\u0628 \u0627\u0644\u062a\u0631\u0628\u0629 (SAVI). \u062a\u0643\u0634\u0641 \u0647\u0630\u0647 \u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0639\u0646 \u0635\u062d\u0629 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644\u060c \u0648\u0627\u0644\u0625\u062c\u0647\u0627\u062f \u0627\u0644\u0645\u0627\u0626\u064a\u060c \u0648\u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629. \u0648\u062a\u0648\u0641\u0631 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0645\u0624\u0634\u0631\u0627\u062a \u0645\u062d\u0633\u0648\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776179832695\"><strong class=\"schema-faq-question\">\u0647\u0644 \u062a\u062a\u0648\u0641\u0631 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0645\u062c\u0627\u0646\u0627\u064b\u061f<\/strong> <p class=\"schema-faq-answer\">\u0646\u0639\u0645. \u064a\u0648\u0641\u0631 \u0645\u0648\u0642\u0639 USGS EarthExplorer \u0635\u0648\u0631\u064b\u0627 \u0645\u0646 \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a Landsat \u062a\u0639\u0648\u062f \u0625\u0644\u0649 \u0639\u0627\u0645 1972\u060c \u0623\u064a \u0644\u0623\u0643\u062b\u0631 \u0645\u0646 50 \u0639\u0627\u0645\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0644\u0644\u0623\u0631\u0636. \u064a\u064f\u0645\u0643\u0651\u0646 \u0647\u0630\u0627 \u0627\u0644\u0623\u0631\u0634\u064a\u0641 \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a \u0645\u0646 \u0625\u062c\u0631\u0627\u0621 \u062f\u0631\u0627\u0633\u0627\u062a \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u0645\u062f \u062d\u0648\u0644 \u062a\u063a\u064a\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0631\u0627\u0636\u064a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0630\u0627 \u0642\u064a\u0645\u0629 \u0644\u0627 \u062a\u064f\u0642\u062f\u0651\u0631 \u0641\u064a \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u062a\u0648\u0633\u0639 \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u060c \u0648\u062a\u0623\u062b\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u062e\u060c \u0648\u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0639\u0644\u0649 \u0645\u062f\u0649 \u0639\u0642\u0648\u062f.<\/p> <\/div> <\/div>","protected":false},"excerpt":{"rendered":"<p>Farmers and researchers can access free satellite imagery from authoritative sources including USGS Landsat (50+ years of archive), ESA&#8217;s Sentinel satellites (10m resolution, updated every 5 days), NASA Earthdata for specialized products, and NOAA for coastal and atmospheric data. These platforms provide multispectral, SAR, and thermal imagery essential for crop monitoring, land use analysis, and [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":183094,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-183090","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Top Free Satellite Imagery Sources for Farmers 2026<\/title>\n<meta name=\"description\" content=\"Discover the best free satellite imagery platforms for agriculture and research. Access Landsat, Sentinel-2, NASA data, and more\u2014no subscription required.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ar\/free-satellite-imagery-sources\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top Free Satellite Imagery Sources for Farmers 2026\" \/>\n<meta property=\"og:description\" content=\"Discover the best free satellite imagery platforms for agriculture and research. Access Landsat, Sentinel-2, NASA data, and more\u2014no subscription required.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/ar\/free-satellite-imagery-sources\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2026-04-14T15:23:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-14T15:23:39+00:00\" \/>\n<meta name=\"author\" content=\"FlyPix AI Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629\" \/>\n\t<meta name=\"twitter:data1\" content=\"FlyPix AI Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 \u062f\u0642\u0627\u0626\u0642\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/\"},\"author\":{\"name\":\"FlyPix AI Team\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\"},\"headline\":\"Top Free Sources of Satellite Imagery for Farmers and Researchers\",\"datePublished\":\"2026-04-14T15:23:20+00:00\",\"dateModified\":\"2026-04-14T15:23:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/\"},\"wordCount\":1875,\"publisher\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/pexels-tonywuphotography-5555232.avif\",\"articleSection\":[\"Articles\"],\"inLanguage\":\"ar\"},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/\",\"url\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/\",\"name\":\"Top Free Satellite Imagery Sources for Farmers 2026\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/pexels-tonywuphotography-5555232.avif\",\"datePublished\":\"2026-04-14T15:23:20+00:00\",\"dateModified\":\"2026-04-14T15:23:39+00:00\",\"description\":\"Discover the best free satellite imagery platforms for agriculture and research. 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Landsat offers 30-meter resolution as standard, with 15-meter panchromatic resolution. For disaster events, Maxar's Open Data Program releases high-resolution optical imagery (sub-meter resolution) within 24-48 hours of disaster events, though coverage is event-specific rather than continuous.\",\"inLanguage\":\"ar\"},\"inLanguage\":\"ar\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179561877\",\"position\":2,\"url\":\"https:\\\/\\\/flypix.ai\\\/free-satellite-imagery-sources\\\/#faq-question-1776179561877\",\"name\":\"How often are satellite images updated?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Update frequency varies by satellite. Sentinel-2 revisits every 5 days, Landsat every 16 days, and MODIS daily. According to USGS, Landsat scenes become available through EarthExplorer within 6 hours of acquisition. 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Landsat offers 30-meter resolution as standard, with 15-meter panchromatic resolution. For disaster events, Maxar's Open Data Program releases high-resolution optical imagery (sub-meter resolution) within 24-48 hours of disaster events, though coverage is event-specific rather than continuous.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179561877","position":2,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179561877","name":"\u0643\u0645 \u0645\u0631\u0629 \u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062b \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Update frequency varies by satellite. Sentinel-2 revisits every 5 days, Landsat every 16 days, and MODIS daily. According to USGS, Landsat scenes become available through EarthExplorer within 6 hours of acquisition. Combining multiple satellites increases effective revisit frequency for any location.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179566820","position":3,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179566820","name":"\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes. Data from USGS Landsat, ESA Copernicus Sentinels, and NASA satellites carries no commercial use restrictions. These platforms explicitly permit commercial applications including precision agriculture services, crop consulting, and farm management software. Always verify specific terms for each dataset.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179814388","position":4,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179814388","name":"\u0647\u0644 \u0623\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0628\u0631\u0627\u0645\u062c \u062e\u0627\u0635\u0629 \u0644\u0644\u0639\u0645\u0644 \u0645\u0639 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Not necessarily. Browser-based platforms like Copernicus Browser and NASA Worldview allow visualization without downloads. For analysis, free software like QGIS handles most satellite data formats. Many platforms now offer pre-processed products like vegetation indices, reducing technical requirements.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179820141","position":5,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179820141","name":"\u0643\u064a\u0641 \u0623\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0633\u062d\u0628 \u0641\u064a \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Cloud cover limits optical satellite usefulness. Strategies include downloading multiple dates to find cloud-free periods, using Sentinel-1 radar data that penetrates clouds, or working with composite products that combine multiple cloud-free observations. Time series analysis can often work around occasional cloudy images.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179827453","position":6,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179827453","name":"\u0645\u0627 \u0647\u064a \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0646\u064a \u062d\u0633\u0627\u0628\u0647\u0627 \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Landsat and Sentinel-2 support all common vegetation indices including NDVI (Normalized Difference Vegetation Index), EVI (Enhanced Vegetation Index), NDWI (Normalized Difference Water Index), and SAVI (Soil-Adjusted Vegetation Index). These reveal crop health, water stress, and biomass. Many platforms provide pre-calculated indices.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179832695","position":7,"url":"https:\/\/flypix.ai\/free-satellite-imagery-sources\/#faq-question-1776179832695","name":"\u0647\u0644 \u062a\u062a\u0648\u0641\u0631 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0645\u062c\u0627\u0646\u0627\u064b\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes. USGS EarthExplorer provides Landsat imagery dating to 1972\u2014over 50 years of continuous earth observation. This historical archive enables long-term land use change studies, making it invaluable for research into agricultural expansion, climate impacts, and environmental changes over decades.","inLanguage":"ar"},"inLanguage":"ar"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts\/183090","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/comments?post=183090"}],"version-history":[{"count":2,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts\/183090\/revisions"}],"predecessor-version":[{"id":183097,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts\/183090\/revisions\/183097"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/media\/183094"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/media?parent=183090"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/categories?post=183090"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/tags?post=183090"}],"curies":[{"name":"\u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}