{"id":32190,"date":"2025-06-11T16:02:12","date_gmt":"2025-06-11T16:02:12","guid":{"rendered":"https:\/\/aisuperior.com\/?p=32190"},"modified":"2025-06-11T16:08:39","modified_gmt":"2025-06-11T16:08:39","slug":"google-earth-engine-alternatives","status":"publish","type":"post","link":"https:\/\/aisuperior.com\/ar\/google-earth-engine-alternatives\/","title":{"rendered":"\u0623\u0641\u0636\u0644 \u0628\u062f\u0627\u0626\u0644 \u0645\u062d\u0631\u0643 \u0628\u062d\u062b Google Earth \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u064a\u064f\u0639\u062f\u0651 Google Earth Engine \u0645\u0646\u0635\u0629\u064b \u0641\u0639\u0651\u0627\u0644\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a 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https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-2048x551.png 2048w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-18x5.png 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">1. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0641\u0648\u0642<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0641\u064a \u0634\u0631\u0643\u0629 AI Superior\u060c \u0646\u064f\u0639\u062a\u0628\u0631 \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0641\u064a \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 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400;\">\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0627\u0644\u0642\u0648\u064a \u0639\u0644\u0649 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0628\u0634\u0641\u0627\u0641\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u0631\u064a\u0642 \u0645\u0646 \u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0645\u0647\u0646\u062f\u0633\u064a\u0646 \u0627\u0644\u062d\u0627\u0635\u0644\u064a\u0646 \u0639\u0644\u0649 \u062f\u0631\u062c\u0629 \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0627\u0647<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 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400;\">\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0648\u0631\u0634 \u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0648\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a:<\/span><a href=\"https:\/\/aisuperior.com\/ar\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">aisuperior.com<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: Robert-Bosch-Str.7\u060c 64293 \u062f\u0627\u0631\u0645\u0634\u062a\u0627\u062a\u060c \u0623\u0644\u0645\u0627\u0646\u064a\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u0627\u0635\u0644 \u0628\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0627\u0643\u062a\u0631\u0648\u0646\u064a: <\/span><a href=\"mailto:info@aisuperior.com\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">info@aisuperior.com<\/span><\/a><span style=\"font-weight: 400;\">\u00a0\u00a0\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0631\u0642\u0645 \u0627\u0644\u0647\u0627\u062a\u0641: +49 6151 3943489<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0646\u0643\u062f\u064a\u0646: <\/span><a href=\"https:\/\/www.linkedin.com\/company\/ai-superior\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">www.linkedin.com\/company\/ai-superior<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631:<\/span><a href=\"https:\/\/x.com\/aisuperior\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">x.com\/aisuperior<\/span><\/a><\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"alignnone size-medium wp-image-30776\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/FlyPix-AI-300x65.png\" alt=\"\" width=\"300\" height=\"65\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/FlyPix-AI-300x65.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/FlyPix-AI-18x4.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/FlyPix-AI.png 311w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">2. \u0641\u0644\u0627\u064a \u0628\u064a\u0643\u0633 \u0627\u064a\u0647 \u0627\u064a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u0639\u062f \u0634\u0631\u0643\u0629 FlyPix AI \u0645\u0646 \u0628\u064a\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0641\u064a \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0629\u060c \u062d\u064a\u062b \u062a\u064f\u0642\u062f\u0645 \u062d\u0644\u0648\u0644\u0627\u064b \u0645\u064f\u0639\u0632\u0632\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u064f\u0633\u0647\u0651\u0644 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style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0646\u0635\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0648\u0627\u062c\u0647\u0629 \u0628\u062f\u0648\u0646 \u0623\u0643\u0648\u0627\u062f \u0645\u0635\u0645\u0645\u0629 \u0644\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0648\u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0644\u064a\u062f\u0627\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0645\u0643\u064a\u0646 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0634\u0630\u0648\u0630<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0639\u0631\u0648\u0636 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u0623\u0641\u0631\u0627\u062f \u0648\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0648\u0627\u0644\u0628\u0646\u0627\u0621 \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u0643\u0648\u0627\u0631\u062b<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0643\u062a\u0634\u0627\u0641 \u0648\u062a\u062d\u062f\u064a\u062f \u0645\u0648\u0642\u0639 \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0641\u064a \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0648\u0627\u0644\u062a\u0634\u0648\u0647\u0627\u062a \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062a\u0628\u0639 \u0627\u0644\u0632\u0645\u0646\u064a \u0644\u0644\u0623\u0634\u064a\u0627\u0621 \u0639\u0628\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062f\u0639\u0645 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0625\u0646\u0634\u0627\u0621 \u062e\u0631\u0627\u0626\u0637 \u062d\u0631\u0627\u0631\u064a\u0629 \u0644\u062a\u0648\u0636\u064a\u062d \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a:<\/span><a href=\"https:\/\/flypix.ai\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">\u0641\u0644\u0627\u064a \u0628\u064a\u0643\u0633.\u0627\u064a<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: Robert-Bosch-Str. 7, 64293 \u062f\u0627\u0631\u0645\u0634\u062a\u0627\u062a\u060c \u0623\u0644\u0645\u0627\u0646\u064a\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +49 6151 2776497<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0628\u0631\u064a\u062f \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: <\/span><a href=\"mailto:info@flypix.ai\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">info@flypix.ai<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0646\u0643\u062f\u064a\u0646:<\/span><a href=\"https:\/\/www.linkedin.com\/company\/flypix-ai\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">www.linkedin.com\/company\/flypix-ai<\/span><\/a><\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"alignnone wp-image-31991\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Sentinel-Hub-300x89.png\" alt=\"\" width=\"266\" height=\"79\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Sentinel-Hub-300x89.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Sentinel-Hub-18x5.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Sentinel-Hub.png 411w\" sizes=\"(max-width: 266px) 100vw, 266px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">3. \u0645\u0631\u0643\u0632 \u0627\u0644\u062d\u0631\u0627\u0633\u0629<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Sentinel Hub \u0647\u064a \u0645\u0646\u0635\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u060c \u062a\u064f\u062a\u064a\u062d \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0628\u0631\u0645\u062c\u064a \u0625\u0644\u0649 \u0635\u0648\u0631 \u0645\u0647\u0645\u0627\u062a \u0645\u062b\u0644 Sentinel-1 \u0648Sentinel-2 \u0648Landsat \u0648\u063a\u064a\u0631\u0647\u0627. \u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u0642\u064a\u0627\u0633\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u062a\u064a\u062d \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 QGIS \u0648ArcGIS \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u0646\u0632\u064a\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0627\u0645\u0644\u0629.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u064a\u062d \u0627\u0644\u0646\u0638\u0627\u0645 \u062a\u062d\u0644\u064a\u0644\u064b\u0627 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0641\u062a\u0631\u0627\u062a \u0627\u0644\u0632\u0645\u0646\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0644\u0631\u0635\u062f \u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a. \u0643\u0645\u0627 \u064a\u062f\u0639\u0645 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629\u060c \u0648\u062d\u0633\u0627\u0628 \u0645\u0624\u0634\u0631 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a\u060c \u0648\u0628\u0631\u0645\u062c\u0629 \u0646\u0635\u064a\u0629 \u0645\u064f\u062d\u062f\u062f\u0629 \u0645\u0646 \u0642\u0650\u0628\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u0642\u062f\u064a\u0645 \u062a\u0635\u0648\u0631\u0627\u062a \u0645\u064f\u062e\u0635\u0635\u0629 \u0623\u0648 \u0645\u062e\u0631\u062c\u0627\u062a \u062a\u062d\u0644\u064a\u0644\u064a\u0629. \u0635\u064f\u0645\u0645\u062a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0628\u0643\u0641\u0627\u0621\u0629 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0628\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0641\u0636\u0627\u0626\u064a\u0629 \u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627 \u0639\u0628\u0631 \u0627\u0644\u0633\u062d\u0627\u0628\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u0646\u0627\u062f\u064b\u0627 \u0625\u0644\u0649 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 (OSA\u060c WMS\u060c WMTS\u060c WCS)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 Jupyter \u0648\u0623\u062f\u0648\u0627\u062a GIS \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0643\u062a\u0627\u0644\u0648\u062c \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0628\u062b\u0647\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u0646\u0642\u0644<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0629 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0644\u0625\u0637\u0627\u0631\u0627\u062a \u0639\u0645\u0644 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.sentinel-hub.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: Cvetkova ulica 29, SI-1000 \u0644\u064a\u0648\u0628\u0644\u064a\u0627\u0646\u0627, \u0633\u0644\u0648\u0641\u064a\u0646\u064a\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +386 1 320 6150<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: info@sentinel-hub.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/showcase\/sentinel-hub<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/sentinel_hub<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/sentinelhub.by.planetlabs<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32181\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Mapbox-300x68.png\" alt=\"\" width=\"304\" height=\"69\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Mapbox-300x68.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Mapbox-1024x230.png 1024w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Mapbox-768x173.png 768w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Mapbox-1536x346.png 1536w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Mapbox-2048x461.png 2048w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Mapbox-18x4.png 18w\" sizes=\"(max-width: 304px) 100vw, 304px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">4. \u0645\u0627\u0628 \u0628\u0648\u0643\u0633<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Mapbox \u0647\u064a \u0645\u0646\u0635\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0648\u0627\u0642\u0639 \u062a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a (APIs) \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0645\u062c\u064a\u0627\u062a (SDKs) \u0644\u062f\u0645\u062c \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u064a\u0628 \u0648\u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629. \u062a\u062f\u0639\u0645 \u0623\u0646\u0645\u0627\u0637 \u062e\u0631\u0627\u0626\u0637 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0631\u0628\u0639\u0627\u062a \u0645\u062a\u062c\u0647\u0629 \u0648\u062a\u0631\u0627\u0643\u0628\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0622\u0646\u064a\u0629\u060c \u0645\u062b\u0644 \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0648\u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629. \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u060c \u0648\u0627\u0644\u062a\u0648\u062c\u064a\u0647\u060c \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u060c \u0648\u0639\u0631\u0636 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u062b\u0646\u0627\u0626\u064a\u0629 \u0623\u0648 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f. \u062a\u0633\u062a\u062e\u062f\u0645 Mapbox \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 OpenStreetMap \u0648\u0645\u0635\u0627\u062f\u0631 \u0623\u062e\u0631\u0649\u060c \u0643\u0645\u0627 \u062a\u062f\u0639\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0635\u0644\u0629 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0648\u0627\u0644\u0639\u0631\u0636 \u0639\u0628\u0631 \u0627\u0644\u0623\u062c\u0647\u0632\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0629 \u0644\u0628\u0646\u0627\u0621 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062a\u062a\u0637\u0644\u0628 \u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u0648\u0642\u0639\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a\u060c \u0648\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629. \u062a\u062f\u0639\u0645 Mapbox \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u0637\u0631 \u0639\u0645\u0644 \u0645\u062b\u0644 React Native \u0648Unity \u0648Qt\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0645\u062e\u062a\u0644\u0641 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0645\u0644\u0627\u062d\u0629\u060c \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629\u060c \u0648\u0627\u0644\u0648\u0627\u0642\u0639 \u0627\u0644\u0645\u0639\u0632\u0632. \u062a\u062a\u064a\u062d \u0623\u062f\u0648\u0627\u062a\u0647\u0627 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u062a\u0635\u0648\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0631\u0643\u0629\u060c \u0648\u0631\u0633\u0645 \u0623\u0633\u0648\u0627\u0631 \u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0639 \u0627\u0644\u0637\u0628\u0642\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0622\u0646\u064a\u064b\u0627.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0646\u0635\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0648\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u062e\u0631\u0627\u0626\u0637 \u062d\u064a\u0629\u060c \u0648\u062a\u0631\u0645\u064a\u0632 \u062c\u063a\u0631\u0627\u0641\u064a\u060c \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0623\u062f\u0648\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u0645\u0644\u0627\u062d\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a\u0629 \u0644\u0644\u062a\u0648\u0635\u064a\u0644<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0648\u0627\u0644\u0628\u062d\u062b<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0648\u062c\u064a\u0647 \u0648\u0627\u0644\u0645\u0644\u0627\u062d\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0623\u062f\u0648\u0627\u062a \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.mapbox.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/mapbox<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/mapbox<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0646\u0633\u062a\u062c\u0631\u0627\u0645: www.instagram.com\/mapbox<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32058\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/ArcGIS-e1749644158387-290x300.png\" alt=\"\" width=\"188\" height=\"194\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/ArcGIS-e1749644158387-290x300.png 290w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/ArcGIS-e1749644158387-12x12.png 12w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/ArcGIS-e1749644158387.png 384w\" sizes=\"(max-width: 188px) 100vw, 188px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">5. ArcGIS (Esri)<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">ArcGIS\u060c \u0627\u0644\u0630\u064a \u0637\u0648\u0631\u062a\u0647 \u0634\u0631\u0643\u0629 Esri\u060c \u0647\u0648 \u0646\u0638\u0627\u0645 \u062c\u063a\u0631\u0627\u0641\u064a \u0645\u0643\u0627\u0646\u064a \u0634\u0627\u0645\u0644 \u064a\u062a\u0636\u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0644\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u064a\u0648\u0641\u0631 \u0627\u0644\u0646\u0638\u0627\u0645 \u0645\u0643\u0648\u0646\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0645\u062b\u0644 ArcGIS Pro \u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u062a\u0628\u064a\u0629\u060c \u0648ArcGIS Online \u0644\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0648ArcGIS Enterprise \u0644\u0644\u0646\u0634\u0631 \u0627\u0644\u0645\u062d\u0644\u064a. \u064a\u062f\u0639\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0628\u0635\u064a\u063a \u0627\u0644\u0646\u0642\u0637\u064a\u0629 \u0648\u0627\u0644\u0645\u062a\u062c\u0647\u0629 \u0648\u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0648\u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u064a\u062a\u0636\u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0631\u0627\u0643\u0628\u060c \u0648\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0642\u0631\u0628.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0636\u0645\u0646 ArcGIS \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0645\u0645\u0627 \u064a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0648\u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0648\u0643\u0634\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629. \u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0628\u0631\u0645\u062c\u0629 Python \u0645\u0646 \u062e\u0644\u0627\u0644 ArcPy\u060c \u0648\u0628\u0646\u0627\u0621 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0646 \u062e\u0644\u0627\u0644 ModelBuilder. \u0643\u0645\u0627 \u064a\u062a\u0636\u0645\u0646 ArcGIS \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (APIs) \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0627\u0645\u062c (SDKs) \u0644\u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u064a\u0628 \u0648\u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629\u060c \u0645\u0645\u0627 \u064a\u062f\u0639\u0645 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0626\u064a\u0629\u060c \u0648\u0627\u0644\u0635\u062d\u0629 \u0627\u0644\u0639\u0627\u0645\u0629\u060c \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u0637\u0648\u0627\u0631\u0626.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0646\u0635\u0629 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u063a\u0637\u064a \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \u0648\u0627\u0644\u0648\u064a\u0628 \u0648\u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062c\u0645\u0648\u0639\u0629 \u063a\u0646\u064a\u0629 \u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629 (\u0627\u0644\u0645\u0633\u062d 123\u060c \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u062a\u0643\u0627\u0645\u0644 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.esri.com\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 111 \u063a\u0631\u0628 \u0647\u0627\u0631\u0628\u0648\u0631 \u062f\u0631\u0627\u064a\u0641\u060c \u0633\u0627\u0646 \u062f\u064a\u064a\u063a\u0648\u060c \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627 92101<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +1 888 377 4576<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: confregis@esri.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/esri<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/Esri<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/esrigis<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0646\u0633\u062a\u063a\u0631\u0627\u0645: www.instagram.com\/esrigram<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32192\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Hexagon-Luciad-300x169.png\" alt=\"\" width=\"249\" height=\"140\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Hexagon-Luciad-300x169.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Hexagon-Luciad-18x10.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Hexagon-Luciad.png 760w\" sizes=\"(max-width: 249px) 100vw, 249px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">6. \u0633\u062f\u0627\u0633\u064a \u0644\u0648\u0633\u064a\u0627\u062f<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0647\u064a\u0643\u0633\u0627\u063a\u0648\u0646 \u0644\u0648\u0633\u064a\u0627\u062f \u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u0631\u0627\u0645\u062c \u062a\u064f\u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u062a\u062f\u0639\u0645 \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0627\u0644\u062a\u0635\u0648\u0631 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\u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629\u060c \u0648\u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0645\u062a\u062c\u0647\u0629\u060c \u0648\u0637\u0628\u0642\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0642\u0637\u064a\u0629\u060c \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639\u0627\u062a\u060c \u0645\u0639 \u062f\u0639\u0645 \u0635\u064a\u063a \u0645\u062b\u0644 GeoTIFF \u0648SHP\u060c \u0648\u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0639\u0633\u0643\u0631\u064a\u0629 \u0645\u062b\u0644 MIL-STD-2525.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0623\u062f\u0648\u0627\u062a Luciad \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0639\u0631\u0636\u064b\u0627 \u0648\u062a\u0641\u0627\u0639\u0644\u064b\u0627 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\u0627\u0644\u0623\u062f\u0627\u0621<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u0627\u0644\u062a\u0635\u0648\u0631 \u062b\u0646\u0627\u0626\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f\/\u062b\u0644\u0627\u062b\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0635\u0645\u0645\u0629 \u0644\u0644\u062f\u0641\u0627\u0639 \u0648\u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0627\u0644\u062c\u0648\u064a\u0629 \u0648\u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0648\u0627\u0644\u062a\u062d\u0643\u0645<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0623\u062f\u0648\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0627\u0645\u062c (SDKs) \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062f\u0645\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u062f\u0641\u0642<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0639\u0631\u0636 \u0627\u0644\u062e\u0631\u064a\u0637\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0638\u0631\u0641\u064a\u0629 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0648\u0627\u0644\u062f\u0641\u0627\u0639<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: hexagon.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/hexagon-ab<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/HexagonAB<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/HexagonAB<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0646\u0633\u062a\u0642\u0631\u0627\u0645: www.instagram.com\/hexagon_ab<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32065\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/carto-300x117.png\" alt=\"\" width=\"287\" height=\"112\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/carto-300x117.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/carto-18x7.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/carto.png 359w\" sizes=\"(max-width: 287px) 100vw, 287px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">7. \u0643\u0627\u0631\u062a\u0648<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">CARTO \u0647\u064a \u0645\u0646\u0635\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0625\u062c\u0631\u0627\u0621 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u0636\u0645\u0646 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0633\u062d\u0627\u0628\u064a\u0629 \u0645\u062b\u0644 BigQuery \u0648Snowflake \u0648Redshift \u0648Databricks. \u062a\u064f\u0648\u0641\u0631 \u0627\u0645\u062a\u062f\u0627\u062f\u064b\u0627 \u0645\u0643\u0627\u0646\u064a\u064b\u0627 \u0644\u0644\u063a\u0629 SQL \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0639\u0645\u0644\u064a\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u060c \u0648\u0627\u0644\u0631\u0628\u0637 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u060c \u0648\u0627\u0644\u062a\u062c\u0645\u064a\u0639\u060c \u0648\u0627\u0644\u062a\u0648\u062c\u064a\u0647 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u062d\u064a\u062b \u062a\u064f\u062e\u0632\u0651\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0629 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u0635\u0641\u062d \u0644\u0628\u0646\u0627\u0621 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0639\u0631\u0636 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0639\u0644\u0649 \u062e\u0631\u0627\u0626\u0637 \u0648\u064a\u0628 \u062a\u0641\u0627\u0639\u0644\u064a\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 CARTO \u0627\u0644\u062a\u0635\u0648\u0631\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0637\u0628\u0642\u0627\u062a\u060c \u0648\u0647\u0648 \u0645\u062f\u0645\u062c \u0645\u0639 \u0623\u0637\u0631 \u0639\u0645\u0644 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0645\u062b\u0644 deck.gl \u0644\u062a\u0642\u062f\u064a\u0645 \u0639\u0631\u0636 \u0639\u0627\u0644\u064a \u0627\u0644\u0623\u062f\u0627\u0621. \u0643\u0645\u0627 \u064a\u062a\u064a\u062d \u062a\u0635\u0641\u064a\u0629 \u0648\u062a\u0635\u0648\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u064a\u062f\u0639\u0645 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (APIs) \u0644\u062f\u0645\u062c \u0627\u0644\u0631\u0624\u0649 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629. \u064a\u064f\u0633\u062a\u062e\u062f\u0645 CARTO \u0641\u064a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a\u0629 \u0648\u0627\u0644\u0639\u0642\u0627\u0631\u0627\u062a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0646\u0635\u0629 \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0648\u0642\u0639 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u0641\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u0624\u0649 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u0639 \u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u0641\u0627\u0639\u0644\u064a\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0635\u0648\u0631\u0627\u062a \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0648\u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0643\u0627\u0645\u0644 \u0648\u0623\u062a\u0645\u062a\u0629 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: carto.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/carto<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/CARTO<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/CartoDB<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-31986\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/picterra-300x79.png\" alt=\"\" width=\"281\" height=\"74\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/picterra-300x79.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/picterra-18x5.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/picterra.png 439w\" sizes=\"(max-width: 281px) 100vw, 281px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">8. \u0628\u064a\u0643\u062a\u064a\u0631\u0627<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0628\u064a\u0643\u062a\u064a\u0631\u0627 \u0647\u064a \u0623\u062f\u0627\u0629 \u062a\u062d\u0644\u064a\u0644 \u062c\u063a\u0631\u0627\u0641\u064a \u0645\u0643\u0627\u0646\u064a \u0633\u062d\u0627\u0628\u064a\u0629 \u062a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0645\u062e\u0635\u0635\u0629 \u0644\u0643\u0634\u0641 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062c\u0648\u064a\u0629 \u0648\u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629. \u064a\u064f\u0635\u0646\u0651\u0641 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0627\u0644\u0645\u0647\u0645\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u0646\u0635\u0629. \u0628\u0639\u062f \u062a\u062f\u0631\u064a\u0628\u0647\u0627\u060c \u064a\u064f\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0644\u0643\u0634\u0641 \u0645\u0639\u0627\u0644\u0645 \u0645\u062b\u0644 \u0627\u0644\u0645\u0628\u0627\u0646\u064a \u0648\u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0648\u0627\u0644\u0637\u0631\u0642 \u0648\u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0639\u0628\u0631 \u0645\u0633\u0627\u062d\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0643\u062a\u0627\u0628\u0629 \u0623\u064a \u0628\u0631\u0645\u062c\u064a\u0627\u062a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0635\u0648\u0631 \u0645\u0646 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0648\u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u062c\u0648\u064a\u0629 \u0628\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0648\u062f\u0642\u0629 \u0645\u062a\u0639\u062f\u062f\u0629. \u0643\u0645\u0627 \u062a\u062a\u0636\u0645\u0646 \u0628\u064a\u0643\u062a\u064a\u0631\u0627 \u0623\u062f\u0648\u0627\u062a \u0644\u0643\u0634\u0641 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0635\u0648\u0631 \u0645\u0646 \u062a\u0648\u0627\u0631\u064a\u062e \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0625\u0636\u0627\u0641\u0627\u062a \u0623\u0648 \u0627\u0644\u0625\u0632\u0627\u0644\u0629 \u0623\u0648 \u0627\u0644\u062a\u0639\u062f\u064a\u0644\u0627\u062a \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u0623\u0648 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629. \u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0634\u0643\u0644 \u0634\u0627\u0626\u0639 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0636\u0631\u064a\u060c \u0648\u0627\u0644\u0631\u0635\u062f \u0627\u0644\u0628\u064a\u0626\u064a\u060c \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0646\u0634\u0626 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u062f\u0648\u0646 \u0623\u0643\u0648\u0627\u062f \u0644\u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0628\u064a\u0626\u0629 \u062a\u0639\u0627\u0648\u0646\u064a\u0629 \u0633\u062d\u0627\u0628\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0633\u0631\u064a\u0639 \u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0648\u0627\u0644\u062a\u0639\u062f\u064a\u0646 \u0648\u0627\u0644\u062a\u0623\u0645\u064a\u0646 \u0648\u0627\u0644\u063a\u0627\u0628\u0627\u062a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0634\u0631\u062d \u0627\u0644\u0635\u0648\u0631 \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u063a\u064a\u064a\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0645\u0639 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 (GIS)<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: picterra.ch<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: Rue de la Mouline 8\u060c 1022 Chavannes\u060c \u0633\u0648\u064a\u0633\u0631\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0648\u0642\u0639: www.linkedin.com\/company\/picterra<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32194\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/TerrSet-Clark-Labs-e1749657461566-300x121.png\" alt=\"\" width=\"290\" height=\"117\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/TerrSet-Clark-Labs-e1749657461566-300x121.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/TerrSet-Clark-Labs-e1749657461566-18x7.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/TerrSet-Clark-Labs-e1749657461566.png 576w\" sizes=\"(max-width: 290px) 100vw, 290px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">9. TerrSet (\u0645\u062e\u062a\u0628\u0631\u0627\u062a \u0643\u0644\u0627\u0631\u0643)<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">TerrSet \u0647\u0648 \u0646\u0638\u0627\u0645 \u0628\u0631\u0645\u062c\u064a \u062c\u063a\u0631\u0627\u0641\u064a \u0645\u0643\u0627\u0646\u064a \u0637\u0648\u0631\u062a\u0647 \u0645\u062e\u062a\u0628\u0631\u0627\u062a \u0643\u0644\u0627\u0631\u0643 \u0628\u062c\u0627\u0645\u0639\u0629 \u0643\u0644\u0627\u0631\u0643. \u064a\u062c\u0645\u0639 \u0647\u0630\u0627 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u064a\u0646 \u0623\u062f\u0648\u0627\u062a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f\u060c \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0626\u064a\u0629\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0623\u0631\u0627\u0636\u064a\u060c \u0648\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0627\u0633\u062a\u062f\u0627\u0645\u0629. \u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0648\u062d\u062f\u0627\u062a \u0645\u062b\u0644 \u0646\u0645\u0648\u0630\u062c \u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0623\u0631\u0627\u0636\u064a\u060c \u0648\u0646\u0645\u0648\u0630\u062c \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0623\u0631\u0636\u060c \u0648\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0648\u0627\u0626\u0644 \u0648\u0627\u0644\u062a\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0648\u0644\u0648\u062c\u064a\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645 \u0645\u0647\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0623\u0631\u0636\u064a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u062e\u060c \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0627\u0644\u0628\u064a\u0626\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0633\u0627\u0631\u0627\u062a \u0639\u0645\u0644 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0642\u0637\u064a\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 TerrSet \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0648\u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629\u060c \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631. \u0643\u0645\u0627 \u064a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u0646\u0645\u0630\u062c\u0629 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0648\u062a\u0642\u062f\u064a\u0631 \u0627\u0646\u0628\u0639\u0627\u062b\u0627\u062a \u0627\u0644\u0643\u0631\u0628\u0648\u0646 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0628\u0631\u0646\u0627\u0645\u062c REDD \u0645\u0646 \u062e\u0644\u0627\u0644 \u0648\u062d\u062f\u0629 GeOSIRIS. \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0641\u064a \u0627\u0644\u0633\u064a\u0627\u0642\u0627\u062a \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u0628\u062d\u062b\u064a\u0629\u060c \u0648\u064a\u062f\u0639\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0646\u0635\u064a\u0629 \u0644\u0644\u0623\u062a\u0645\u062a\u0629.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0646\u0638\u0627\u0645 \u0627\u0644\u0631\u0635\u062f \u0648\u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0623\u062f\u0648\u0627\u062a \u0644\u0646\u0645\u0630\u062c\u0629 \u062a\u063a\u064a\u0631 \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u0648\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0637\u0648\u064a\u0644 \u0627\u0644\u0623\u0645\u062f \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0626\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0634\u0645\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u062a\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0648\u0644\u0648\u062c\u064a \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u062e<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0646\u0645\u0630\u062c\u0629 \u062a\u063a\u064a\u0631 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0623\u0631\u0636\u064a \u0648\u0627\u0644\u0646\u0645\u0648 \u0627\u0644\u062d\u0636\u0631\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0648\u0627\u0644\u062a\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0648\u0644\u0648\u062c\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0637\u064a\u0641\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0623\u062b\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u062e \u0648\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.clarku.edu<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 921 Main St\u060c Worcester\u060c MA 01610\u060c \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: 1-508-793-7526<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: cga@clarku.edu<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/clarkcga<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/clarkcga<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32195\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/microsoft-planetary-computer-300x89.png\" alt=\"\" width=\"307\" height=\"91\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/microsoft-planetary-computer-300x89.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/microsoft-planetary-computer-768x227.png 768w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/microsoft-planetary-computer-18x5.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/microsoft-planetary-computer.png 800w\" sizes=\"(max-width: 307px) 100vw, 307px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">10. \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u0628\u0644\u0627\u0646\u064a\u062a\u0627\u0631\u064a \u0643\u0648\u0645\u0628\u064a\u0648\u062a\u0631<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u0628\u0644\u0627\u0646\u064a\u062a\u0627\u0631\u064a \u0643\u0648\u0645\u0628\u064a\u0648\u062a\u0631 \u0647\u064a \u0645\u0646\u0635\u0629 \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u0633\u062d\u0627\u0628\u064a\u0629 \u062a\u062a\u064a\u062d \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0643\u062a\u0627\u0644\u0648\u062c \u0636\u062e\u0645 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u060c \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0646\u0627\u062e\u060c \u0648\u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629. \u062a\u0633\u062a\u062e\u062f\u0645 \u0646\u0638\u0627\u0645\u064b\u0627 \u0642\u0627\u0626\u0645\u064b\u0627 \u0639\u0644\u0649 STAC \u0644\u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u062a\u0631\u062c\u0627\u0639\u0647\u0627\u060c \u0648\u062a\u062f\u0639\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0645\u062b\u0644 Xarray \u0648Dask.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0636\u0645\u0646 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a (APIs) \u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0645\u062a\u0635\u0641\u062d\u064b\u0627 \u0642\u0627\u0626\u0645\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u0635\u0641\u062d \u0644\u0644\u0628\u062d\u062b \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u060c \u0648\u062a\u0643\u0627\u0645\u0644\u064b\u0627 \u0645\u0639 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0648\u0631\u063a\u0645 \u0623\u0646\u0647 \u0644\u0645 \u064a\u0639\u062f \u064a\u0633\u062a\u0636\u064a\u0641 \u0628\u064a\u0626\u0629 \u062d\u0648\u0633\u0628\u0629 \u062e\u0627\u0635\u0629 \u0628\u0647\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u0634\u063a\u064a\u0644 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u062e\u0627\u0631\u062c\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u0641\u0647\u0631\u0633. \u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u062d\u062b\u064a\u0629 \u0628\u064a\u0626\u064a\u0629 \u0645\u062b\u0644 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0623\u0631\u0636\u064a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u062e\u060c \u0648\u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u062a\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0648\u0644\u0648\u062c\u064a.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0646\u0635\u0629 \u0633\u062d\u0627\u0628\u064a\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0643\u0648\u0643\u0628<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647 \u0639\u0644\u0649 Azure \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0645\u0648\u0637\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u0643\u062a\u0627\u0644\u0648\u062c\u064b\u0627 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0623\u062f\u0648\u0627\u062a \u0644\u0644\u062a\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0648\u0644\u0648\u062c\u064a \u0648\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0646\u0627\u062e \u0648\u062a\u063a\u064a\u0631 \u0627\u0644\u0623\u0631\u0627\u0636\u064a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0643\u062a\u0627\u0644\u0648\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0645\u0648\u0627\u0626\u0644 \u0648\u062f\u0639\u0645 \u0627\u0644\u062a\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0648\u0644\u0648\u062c\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 Jupyter \u0648\u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: planetarycomputer.microsoft.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/Microsoft<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/Microsoft<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/Microsoft<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-32196\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Salesforce-Maps-300x300.jpg\" alt=\"\" width=\"216\" height=\"216\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Salesforce-Maps-300x300.jpg 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Salesforce-Maps-150x150.jpg 150w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Salesforce-Maps-12x12.jpg 12w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Salesforce-Maps.jpg 512w\" sizes=\"(max-width: 216px) 100vw, 216px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">11. \u062e\u0631\u0627\u0626\u0637 Salesforce<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062e\u0631\u0627\u0626\u0637 Salesforce \u0647\u064a \u0623\u062f\u0627\u0629 \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u0645\u062f\u0645\u062c\u0629 \u0641\u064a \u0646\u0638\u0627\u0645 Salesforce\u060c \u062a\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0631\u0636 \u0628\u064a\u0627\u0646\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 (CRM) \u0639\u0644\u0649 \u062e\u0631\u0627\u0626\u0637 \u062a\u0641\u0627\u0639\u0644\u064a\u0629. \u062a\u062f\u0639\u0645 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0646\u0627\u0637\u0642\u060c \u0648\u0627\u0644\u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0645\u064f\u062d\u0633\u0651\u0646\u060c \u0648\u062a\u0639\u064a\u064a\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0623\u0648 \u0627\u0644\u0632\u064a\u0627\u0631\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0642\u0639. \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0625\u0646\u0634\u0627\u0621 \u0645\u0646\u0627\u0637\u0642 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062d\u062f\u0648\u062f \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0623\u0648 \u0645\u062e\u0635\u0635\u0629\u060c \u0648\u0631\u0633\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646 \u0648\u0627\u0644\u0641\u0631\u0635 \u0639\u0644\u0649 \u0627\u0644\u062e\u0631\u064a\u0637\u0629\u060c \u0648\u062c\u062f\u0648\u0644\u0629 \u0645\u0633\u0627\u0631\u0627\u062a \u0641\u0639\u0651\u0627\u0644\u0629 \u0644\u0645\u0645\u062b\u0644\u064a \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u064a\u0646 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0622\u0646\u064a\u0629 \u0623\u0648 \u062a\u0627\u0631\u064a\u062e\u064a\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0629 \u0623\u064a\u0636\u064b\u0627 \u0648\u0638\u0627\u0626\u0641 \u0645\u062a\u0646\u0642\u0644\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0645\u0648\u0638\u0641\u064a \u0627\u0644\u0645\u064a\u062f\u0627\u0646 \u0628\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0632\u064a\u0627\u0631\u0627\u062a \u0648\u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0648\u062a\u0633\u062c\u064a\u0644 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u062f\u062e\u0648\u0644 \u0648\u0627\u0644\u062e\u0631\u0648\u062c \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0645\u0646 \u0623\u062c\u0647\u0632\u062a\u0647\u0645. \u0643\u0645\u0627 \u062a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0641\u0631\u0642 \u0645\u0646 \u0645\u0631\u0627\u0642\u0628\u0629 \u0646\u0634\u0627\u0637 \u0627\u0644\u0645\u064a\u062f\u0627\u0646 \u0648\u062a\u062d\u0633\u064a\u0646 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0639\u0645\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0628\u0642\u0627\u062a \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0648\u0642\u064a\u0648\u062f \u0627\u0644\u0648\u0642\u062a. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u062e\u0631\u0627\u0626\u0637 Salesforce \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0644\u0641\u0631\u0642 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0636\u0645\u0646 \u0628\u064a\u0626\u0629 Salesforce \u0627\u0644\u062d\u0627\u0644\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0648\u0642\u0639 \u0643\u062c\u0632\u0621 \u0645\u0646 Salesforce CRM<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0635\u0648\u0631 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0623\u0642\u0627\u0644\u064a\u0645\u0647\u0645<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u062a\u0643\u0627\u0645\u0644 \u0644\u0645\u0645\u062b\u0644\u064a \u0627\u0644\u0645\u064a\u062f\u0627\u0646<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062e\u062f\u0645\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u0648\u0625\u062f\u0627\u0631\u062a\u0647\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u0627\u0631 \u0648\u0627\u0644\u062a\u062a\u0628\u0639 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0648\u0627\u0644\u0637\u0628\u0642\u0627\u062a \u0627\u0644\u062f\u064a\u0645\u0648\u063a\u0631\u0627\u0641\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0633\u064a\u0631 \u0639\u0645\u0644 CRM<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0648\u0642\u0639 \u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.salesforce.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 415 \u0634\u0627\u0631\u0639 \u0645\u064a\u0634\u064a\u0646\u060c \u0627\u0644\u0637\u0627\u0628\u0642 \u0627\u0644\u062b\u0627\u0644\u062b\u060c \u0633\u0627\u0646 \u0641\u0631\u0627\u0646\u0633\u064a\u0633\u0643\u0648\u060c \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627 94105<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: 1-800-664-9073<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u064a\u062f\u064a\u0646: www.linkedin.com\/company\/salesforce<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/salesforceapac<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/SalesforceAPAC<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0646\u0633\u062a\u063a\u0631\u0627\u0645: www.instagram.com\/salesforceapac<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32197 size-medium\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/LiveEO-scaled-e1749657694878-300x95.png\" alt=\"\" width=\"300\" height=\"95\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/LiveEO-scaled-e1749657694878-300x95.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/LiveEO-scaled-e1749657694878-1024x324.png 1024w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/LiveEO-scaled-e1749657694878-768x243.png 768w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/LiveEO-scaled-e1749657694878-1536x486.png 1536w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/LiveEO-scaled-e1749657694878-2048x648.png 2048w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/LiveEO-scaled-e1749657694878-18x6.png 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">12. \u0644\u0627\u064a\u0641 \u0625\u064a \u0623\u0648<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">LiveEO \u0647\u064a \u0645\u0646\u0635\u0629 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u0633\u062a\u062e\u062f\u0645 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0633\u0643\u0643 \u0627\u0644\u062d\u062f\u064a\u062f\u064a\u0629 \u0648\u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0648\u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628. \u064a\u0637\u0628\u0642 \u0627\u0644\u0646\u0638\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0639\u062f\u064a \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a\u060c \u0648\u062d\u0631\u0643\u0629 \u0627\u0644\u0623\u0631\u0636\u060c \u0648\u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u062d \u0628\u0647\u0627 \u0628\u0627\u0644\u0642\u0631\u0628 \u0645\u0646 \u0627\u0644\u0623\u0635\u0648\u0644. \u0643\u0645\u0627 \u064a\u064f\u0635\u062f\u0631 \u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0648\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0644\u0644\u0645\u062e\u0627\u0637\u0631 \u064a\u0645\u0643\u0646 \u062f\u0645\u062c\u0647\u0627 \u0645\u0639 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629 \u0648\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0635\u064a\u0627\u0646\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0639\u0627\u0644\u062c \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0636\u0648\u0626\u064a\u0629 \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631\u064a\u0629 \u0644\u062a\u0648\u0641\u064a\u0631 \u062a\u063a\u0637\u064a\u0629 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0638\u0631\u0648\u0641 \u0627\u0644\u0637\u0642\u0633 \u0648\u0627\u0644\u0625\u0636\u0627\u0621\u0629. \u0643\u0645\u0627 \u062a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0625\u062c\u0631\u0627\u0621 \u0639\u0645\u0644\u064a\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0646\u062a\u0638\u0645\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0646\u0634\u0631 \u0641\u0631\u0642 \u0623\u0631\u0636\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u064a\u062f\u0648\u064a. \u064a\u062f\u0639\u0645 LiveEO \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 (GIS) \u0648\u0623\u0646\u0638\u0645\u0629 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0635\u0648\u0644\u060c \u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u0627\u0644\u0646\u0642\u0644 \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0627\u0645\u062a\u062b\u0627\u0644\u0647\u0627 \u0644\u0644\u0645\u0639\u0627\u064a\u064a\u0631.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0645\u0631\u0627\u0641\u0642 \u0648\u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0646\u0627\u0628\u064a\u0628 \u0648\u0627\u0644\u0633\u0643\u0643 \u0627\u0644\u062d\u062f\u064a\u062f\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0646\u0638\u0627\u0645 \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0648\u0627\u0644\u062a\u0622\u0643\u0644 \u0648\u0627\u0644\u062a\u0644\u0641<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0643\u0634\u0641 \u0627\u0644\u062a\u0639\u062f\u064a \u0639\u0644\u0649 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062e\u0637 \u0627\u0644\u0628\u0635\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062a\u0628\u0639 \u062d\u0627\u0644\u0629 \u0627\u0644\u0623\u0635\u0648\u0644 \u0648\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0648\u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0627\u0644\u0622\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0648\u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.live-eo.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 80 \u0634\u0627\u0631\u0639 \u0628\u0627\u064a\u0646\u060c \u0627\u0644\u0637\u0627\u0628\u0642 24\u060c \u0646\u064a\u0648\u064a\u0648\u0631\u0643\u060c \u0646\u064a\u0648\u064a\u0648\u0631\u0643 10005\u060c \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +1 844 942 2545<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/liveeo<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/liveeo_space<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32068\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/skywatch-e1749644922343-300x55.jpg\" alt=\"\" width=\"305\" height=\"56\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/skywatch-e1749644922343-300x55.jpg 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/skywatch-e1749644922343-18x3.jpg 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/skywatch-e1749644922343.jpg 590w\" sizes=\"(max-width: 305px) 100vw, 305px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">13. \u0633\u0643\u0627\u064a \u0648\u0627\u062a\u0634<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">SkyWatch \u0645\u0646\u0635\u0629 \u062a\u062a\u064a\u062d \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 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0639\u0627\u0645\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0645\u0648\u062d\u062f\u0629. \u062a\u062c\u0645\u0639 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0632\u0648\u062f\u064a\u0646 \u0645\u062b\u0644 Sentinel \u0648Landsat \u0648Maxar \u0648Planet \u0648Airbus\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0639\u0627\u064a\u0646\u062a\u0647\u0627 \u0648\u062a\u0646\u0632\u064a\u0644\u0647\u0627 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629. \u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u062a\u0642\u0627\u0637 \u0635\u0648\u0631 \u062c\u062f\u064a\u062f\u0629\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0637\u0644\u0628\u0647\u0627 \u0645\u0646 \u0627\u0644\u0623\u0631\u0634\u064a\u0641\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u0629\u060c \u0645\u0639 \u062e\u064a\u0627\u0631\u0627\u062a \u062a\u0635\u0641\u064a\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0633\u062d\u0627\u0628\u064a \u0648\u062f\u0642\u062a\u0647\u0627 \u0648\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u062a\u0642\u0627\u0637\u0647\u0627.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u0631 SkyWatch \u0623\u062f\u0648\u0627\u062a \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0648\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u062f\u0645\u062c \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062e\u0635\u0635\u0629\u060c \u0643\u0645\u0627 \u062a\u0648\u0641\u0631 \u0645\u0643\u0648\u0646\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629 \u0644\u0645\u0646\u0635\u0627\u062a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 (GIS) \u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627 \u0636\u0645\u0646 \u0628\u064a\u0626\u0627\u062a \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0627\u0644\u062a\u0623\u0645\u064a\u0646 \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0648\u0641\u062d\u0635 \u0627\u0644\u0623\u0635\u0648\u0644 \u0648\u0631\u0635\u062f \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a. \u062a\u0639\u0645\u0644 \u0627\u0644\u0645\u0646\u0635\u0629 \u0639\u0644\u0649 \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0633\u062d\u0627\u0628\u064a\u0629 \u062a\u062a\u064a\u062d \u062a\u062e\u0632\u064a\u0646\u064b\u0627 \u0648\u062a\u0648\u0632\u064a\u0639\u064b\u0627 \u0642\u0627\u0628\u0644\u064a\u0646 \u0644\u0644\u062a\u0648\u0633\u0639 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u0643\u0628\u064a\u0631\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0633\u0648\u0642 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u0631\u0636<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u0627\u0644\u0645\u0647\u0627\u0645 \u0648\u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0648\u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u064a\u0631 \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<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0648\u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0643\u062a\u0633\u0627\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0633\u0644\u064a\u0645\u0647\u0627 \u0639\u0628\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0635\u0641\u062d \u0648\u062a\u0635\u0641\u064a\u0629 \u0643\u062a\u0627\u0644\u0648\u062c \u0627\u0644\u0635\u0648\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0628\u064a\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: skywatch.com<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32076\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/openeo.png\" alt=\"\" width=\"219\" height=\"145\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/openeo.png 270w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/openeo-18x12.png 18w\" sizes=\"(max-width: 219px) 100vw, 219px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">14. \u0623\u0648\u0628\u0646 \u0625\u064a \u0623\u0648<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">openEO \u0647\u0648 \u0645\u0639\u064a\u0627\u0631 \u0648\u0627\u062c\u0647\u0629 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u064a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0645\u0639\u0627\u0644\u062c\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0631\u0635\u062f \u0627\u0644\u0623\u0631\u0636 \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0633\u062d\u0627\u0628\u064a\u0629 \u0645\u062e\u062a\u0644\u0641\u0629 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0648\u062d\u062f\u0629. \u064a\u062a\u064a\u062d \u0644\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u0628\u0646\u0627\u0621 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0639\u0645\u064a\u0644 \u0628\u0644\u063a\u0627\u062a Python \u0648JavaScript \u0648R \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0625\u062f\u0627\u0631\u0629 \u0623\u0643\u0648\u0627\u062f \u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u0646\u0635\u0629. \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u062d\u062f\u064a\u062f \u0631\u0633\u0648\u0645 \u0628\u064a\u0627\u0646\u064a\u0629 \u0644\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0627\u0644\u062a\u0635\u0641\u064a\u0629 \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0648\u0627\u0644\u062a\u062c\u0645\u064a\u0639\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u0635\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a openEO \u0628\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0645\u0648\u0641\u0631\u064a \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062e\u0644\u0641\u064a\u0629\u060c \u0645\u062b\u0644 Sentinel Hub \u0648\u0645\u0646\u0635\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u062a\u0648\u0627\u0641\u0642\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062a\u0646\u0641\u064a\u0630 \u0646\u0641\u0633 \u0645\u0647\u0627\u0645 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0639\u0628\u0631 \u0628\u064a\u0626\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629. \u064a\u062f\u0639\u0645 \u0647\u0630\u0627 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0642\u0627\u0628\u0644\u064a\u0629 \u0646\u0642\u0644 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u0643\u0631\u0627\u0631\u0647 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0648\u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629. \u0643\u0645\u0627 \u062a\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0645\u0639 \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 QGIS \u0644\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u0648\u062a\u0646\u0641\u064a\u0630 \u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u062a\u0648\u062d\u064a\u062f \u0633\u064a\u0631 \u0639\u0645\u0644 \u062a\u062d\u0644\u064a\u0644 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u0631\u0636<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0631\u0628\u0637 \u0645\u0646\u0635\u0627\u062a \u062e\u0644\u0641\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 (\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c Sentinel Hub\u060c GEE)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062a\u064a\u062d \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0625\u0639\u0627\u062f\u0629 \u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0645\u062d\u0645\u0648\u0644 \u0639\u0628\u0631 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0627\u0644\u0639\u0644\u0645\u064a \u0648\u0627\u0644\u0628\u062d\u062b\u064a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0648\u062d\u062f\u0629 \u0644\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0639\u0627\u0644\u062c\u0629 \u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0633\u062d\u0627\u0628\u064a\u0629 \u0639\u0628\u0631 \u0645\u0642\u062f\u0645\u064a \u0627\u0644\u062e\u062f\u0645\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0639\u0631\u064a\u0641 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0648\u0645\u0634\u0627\u0631\u0643\u062a\u0647<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u0639\u0645\u0644\u0627\u0621 Python \u0648R \u0648JavaScript<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: openeo.org<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: Heisenbergstra\u00dfe 2\u060c 48149 \u0645\u0648\u0646\u0633\u062a\u0631\u060c \u0623\u0644\u0645\u0627\u0646\u064a\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: openeo.psc@uni-muenster.de<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/openeospec<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-32055\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/qgis.png\" alt=\"\" width=\"241\" height=\"98\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/qgis.png 241w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/qgis-18x7.png 18w\" sizes=\"(max-width: 241px) 100vw, 241px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">15. \u0643\u064a\u0648 \u062c\u064a \u0622\u064a \u0625\u0633<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">QGIS \u0647\u0648 \u0646\u0638\u0627\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u064a\u062f\u0639\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0635\u064a\u063a \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a\u060c \u0648\u0627\u0644\u0646\u0642\u0637\u064a\u0629\u060c \u0648\u0627\u0644\u0634\u0628\u0643\u064a\u0629\u060c \u0648\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0646\u0642\u0627\u0637. \u064a\u062a\u0636\u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062e\u0631\u0627\u0626\u0637\u060c \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u060c \u0648\u0627\u0644\u0645\u0631\u0627\u062c\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0648\u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0635\u0648\u0631 \u062b\u0644\u0627\u062b\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f. \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0625\u062c\u0631\u0627\u0621 \u0639\u0645\u0644\u064a\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a\u060c \u0648\u0627\u0644\u062a\u0631\u0627\u0643\u0628\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u064a\u0641\u0627\u0621\u060c \u0648\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0637\u0648\u0628\u0648\u0644\u0648\u062c\u064a\u0627. \u064a\u062f\u0639\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0625\u0633\u0642\u0627\u0637 \u0648\u0627\u0644\u0641\u0647\u0631\u0633\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629\u060c \u0648\u0647\u0648 \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0635\u064a\u063a \u0645\u062b\u0644 GeoPackage\u060c \u0648\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0623\u0634\u0643\u0627\u0644\u060c \u0648PostGIS.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0645\u064a\u0632 QGIS \u0628\u0628\u0646\u064a\u0629 \u0645\u0643\u0648\u0646\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062a\u0648\u0633\u064a\u0639 \u0648\u0638\u0627\u0626\u0641\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0647\u064a\u062f\u0631\u0648\u0644\u0648\u062c\u064a\u0629\u060c \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u064a\u062f\u0639\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a PyQGIS\u060c \u0648\u064a\u0645\u0643\u0646\u0647 \u062f\u0645\u062c \u0645\u062d\u0631\u0643\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u062e\u0627\u0631\u062c\u064a\u0629 \u0645\u062b\u0644 GRASS GIS \u0648SAGA GIS \u0648R. \u064a\u0639\u0645\u0644 \u0627\u0644\u0646\u0638\u0627\u0645 \u0639\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 Windows \u0648macOS \u0648Linux\u060c \u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629 \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0648\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0628\u0631\u0646\u0627\u0645\u062c GIS \u0644\u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0645\u062c\u0627\u0646\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0633\u064a\u0639 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0643\u0648\u0646\u0627\u062a Python \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0648\u0627\u0644\u0646\u0642\u0637\u064a\u0629 \u0648\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062f\u0639\u0648\u0645 \u0645\u0646 \u0642\u0628\u0644 \u0645\u062c\u062a\u0645\u0639 \u0639\u0627\u0644\u0645\u064a \u0645\u0646 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0648\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u062e\u062f\u0645\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629 \u0648\u062a\u062e\u0635\u064a\u0635\u0647\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u062e\u0631\u0627\u0626\u0637<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: qgis.org<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: qgis-psc@lists.osgeo.org<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/p\/QGIS-100057434859831<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">\u062e\u0627\u062a\u0645\u0629<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0634\u0647\u062f \u0645\u062c\u0627\u0644 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u062a\u0648\u0633\u0639\u064b\u0627 \u0645\u0644\u062d\u0648\u0638\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0644\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0644\u0628\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629. \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0648\u0635\u0648\u0644\u064b\u0627 \u0625\u0644\u0649 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629\u060c \u064a\u062a\u0645\u062a\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0622\u0646 \u0628\u0645\u0631\u0648\u0646\u0629 \u0623\u0643\u0628\u0631 \u0645\u0646 \u0623\u064a \u0648\u0642\u062a \u0645\u0636\u0649 \u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062d\u0644 \u0627\u0644\u0630\u064a \u064a\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0633\u064a\u0631 \u0639\u0645\u0644\u0647\u0645 \u0648\u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a\u0647\u0645 \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0645.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0633\u0648\u0627\u0621\u064b \u0643\u0627\u0646 \u0627\u0644\u0647\u062f\u0641 \u0645\u0639\u0627\u0644\u062c\u0629 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u060c \u0623\u0648 \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0645\u0643\u0627\u0646\u064a\u0629\u060c \u0623\u0648 \u062a\u0635\u0648\u0651\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0648\u0642\u0639\u060c \u0623\u0648 \u062f\u0645\u062c \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0623\u0648\u0633\u0639\u060c \u0641\u0647\u0646\u0627\u0643 \u0628\u062f\u0627\u0626\u0644 \u0641\u0639\u0651\u0627\u0644\u0629 \u0645\u062a\u0627\u062d\u0629. \u062a\u064f\u0631\u0643\u0651\u0632 \u0628\u0639\u0636 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0639\u0644\u0649 \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u062f\u0648\u0646 \u0628\u0631\u0645\u062c\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u064f\u0642\u062f\u0651\u0645 \u0623\u062e\u0631\u0649 \u0623\u062f\u0648\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0644\u0644\u0623\u062a\u0645\u062a\u0629\u060c \u0623\u0648 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629\u060c \u0623\u0648 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u064f\u062e\u0635\u0651\u0635. \u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u062a\u0637\u0648\u0651\u0631 \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u064a\u0639\u062a\u0645\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u0632\u0646\u0629 \u0628\u064a\u0646 \u0627\u0644\u0648\u0638\u0627\u0626\u0641\u060c \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639\u060c \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0648\u0635\u0648\u0644\u060c \u0636\u0645\u0646 \u0633\u064a\u0627\u0642\u0643 \u0627\u0644\u062e\u0627\u0635.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Google Earth Engine is a powerful platform for analyzing satellite imagery and geospatial datasets, widely used in research, conservation, and environmental monitoring. However, it&#8217;s not the only option. Whether you need more control over your data, offline capabilities, or specific industry features, several strong alternatives offer robust tools for spatial analysis, remote sensing, and map-based [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":32199,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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