{"id":32177,"date":"2025-06-11T15:47:11","date_gmt":"2025-06-11T15:47:11","guid":{"rendered":"https:\/\/aisuperior.com\/?p=32177"},"modified":"2025-06-11T15:48:28","modified_gmt":"2025-06-11T15:48:28","slug":"geospatial-analytics-software-ai-tools","status":"publish","type":"post","link":"https:\/\/aisuperior.com\/ar\/geospatial-analytics-software-ai-tools\/","title":{"rendered":"\u0623\u0641\u0636\u0644 \u0628\u0631\u0627\u0645\u062c \u0627\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 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0627\u0644\u062f\u0642\u064a\u0642"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u064a\u064f\u0639\u064a\u062f \u0627\u0644\u0630\u0643\u0627\u0621 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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;\">1. \u0641\u0644\u0627\u064a \u0628\u064a\u0643\u0633 \u0627\u064a\u0647 \u0627\u064a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0648\u0641\u0631 FlyPix AI \u0623\u062f\u0648\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0629 \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 \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u0635\u0645\u0645\u0629 \u0644\u0645\u0633\u0627\u0639\u062f\u0629 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aria-level=\"1\"><b>\u0628\u062f\u0627\u064a\u0629:<\/b><span style=\"font-weight: 400;\"> \u0665\u0660 \u064a\u0648\u0631\u0648 \u0634\u0647\u0631\u064a\u064b\u0627 \u0644\u0643\u0644 \u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u0648\u0641\u0631 \u0633\u0639\u0629 \u062a\u062e\u0632\u064a\u0646 \u0661\u0660 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0648\u0665\u0660 \u0631\u0635\u064a\u062f\u064b\u0627 \u0634\u0647\u0631\u064a\u064b\u0627\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u062a\u0635\u0644 \u0625\u0644\u0649 \u0661 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a. \u062f\u0639\u0645 \u0639\u0628\u0631 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u062e\u0644\u0627\u0644 \u0665 \u0623\u064a\u0627\u0645 \u0639\u0645\u0644.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0645\u0639\u064a\u0627\u0631:<\/b><span style=\"font-weight: 400;\"> \u0665\u0660\u0660 \u064a\u0648\u0631\u0648 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\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0641\u0631\u064a\u0642\u060c \u0648\u062e\u062f\u0645\u0629 \u062f\u0639\u0645 \u062e\u0644\u0627\u0644 \u0633\u0627\u0639\u0629 \u0648\u0627\u062d\u062f\u0629 \u0639\u0628\u0631 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0648\u0627\u0644\u062f\u0631\u062f\u0634\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0645\u064e\u0634\u0631\u064f\u0648\u0639:<\/b><span style=\"font-weight: 400;\"> \u062e\u0637\u0629 \u0645\u062e\u0635\u0635\u0629 \u0645\u0639 \u0639\u062f\u062f \u063a\u064a\u0631 \u0645\u062d\u062f\u0648\u062f \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0645\u0633\u0627\u062d\u0629 \u062a\u062e\u0632\u064a\u0646 \u0648\u0627\u0626\u062a\u0645\u0627\u0646\u0627\u062a. \u0645\u0635\u0645\u0645\u0629 \u0644\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629.<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0627\u064a\u062c\u0627\u0628\u064a\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u062f\u0648\u0646 \u0643\u0648\u062f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \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<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0633\u0644\u0628\u064a\u0627\u062a:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062a\u0627\u062d\u0629 \u0641\u0642\u0637 \u0641\u064a \u0627\u0644\u062e\u0637\u0637 \u0630\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u0639\u0644\u0649<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062f\u0639\u0645 \u0645\u062d\u062f\u0648\u062f \u0641\u064a \u062e\u0637\u0637 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062f\u062e\u0648\u0644<\/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-32179\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/GoogleEarthEngine-1-e1749656351933-300x170.png\" alt=\"\" width=\"274\" height=\"155\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/GoogleEarthEngine-1-e1749656351933-300x170.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/GoogleEarthEngine-1-e1749656351933-18x10.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/GoogleEarthEngine-1-e1749656351933.png 599w\" sizes=\"(max-width: 274px) 100vw, 274px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">2. \u0645\u062d\u0631\u0643 \u062c\u0648\u062c\u0644 \u0625\u064a\u0631\u062b<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0645\u062d\u0631\u0643 \u062c\u0648\u062c\u0644 \u0625\u064a\u0631\u062b \u0647\u0648 \u0645\u0646\u0635\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u0633\u062d\u0627\u0628\u064a\u0629 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \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 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0623\u062e\u0631\u0649. \u064a\u0648\u0641\u0631 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0648\u0627\u0644\u062d\u0627\u0644\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0647\u0645\u0627\u062a \u0644\u0627\u0646\u062f\u0633\u0627\u062a\u060c \u0648\u0645\u0648\u062f\u064a\u0633\u060c \u0648\u0633\u0646\u062a\u064a\u0646\u0644. \u064a\u062a\u064a\u062d \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\u0635\u0646\u064a\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\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0643\u0648\u0643\u0628\u064a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a JavaScript \u0648Python\u060c \u0648\u062a\u062a\u0636\u0645\u0646 \u0645\u062d\u0631\u0631 \u0623\u0643\u0648\u0627\u062f \u0642\u0627\u0626\u0645\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u0635\u0641\u062d. \u0643\u0645\u0627 \u062a\u062a\u064a\u062d \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u064f\u0634\u0631\u0641 \u0648\u063a\u064a\u0631 \u0627\u0644\u0645\u064f\u0634\u0631\u0641\u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062f\u0645\u062c\u0629 \u0623\u0648 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0627\u0644\u0646\u0645\u0627\u0630\u062c. \u064a\u064f\u0633\u062a\u062e\u062f\u0645 Earth Engine \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u062a\u062a\u0628\u0639 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u063a\u0627\u0628\u0627\u062a\u060c \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644\u060c \u0648\u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0623\u0631\u0636\u064a. \u0643\u0645\u0627 \u064a\u064f\u062f\u064a\u0631 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0641\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u062a\u064a\u062d \u0625\u062c\u0631\u0627\u0621 \u062a\u062d\u0644\u064a\u0644 \u0645\u0643\u0627\u0646\u064a \u0648\u0627\u0633\u0639 \u0627\u0644\u0646\u0637\u0627\u0642 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0645\u062d\u0644\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062e\u0637\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629:<\/b><span style=\"font-weight: 400;\"> $500\/\u0627\u0644\u0634\u0647\u0631 \u2013 \u0645\u0633\u062a\u062e\u062f\u0645\u0627\u0646\u060c 100 \u0633\u0627\u0639\u0629 EECU \u062f\u0641\u0639\u0629 \u0648\u0627\u062d\u062f\u0629\u060c 10 \u0633\u0627\u0639\u0627\u062a EECU \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c 100 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062e\u0637\u0629 \u0627\u0644\u0645\u0647\u0646\u064a\u0629:<\/b><span style=\"font-weight: 400;\"> $2,000\/\u0627\u0644\u0634\u0647\u0631 \u2013 5 \u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c 500 \u0633\u0627\u0639\u0629 EECU \u062f\u0641\u0639\u0629 \u0648\u0627\u062d\u062f\u0629\u060c 50 \u0633\u0627\u0639\u0629 EECU \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c 1 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062e\u0637\u0629 \u0627\u0644\u0645\u0645\u064a\u0632\u0629:<\/b><span style=\"font-weight: 400;\"> \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a - \u0627\u0644\u062d\u062f\u0648\u062f \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0648\u0627\u0644\u062f\u0639\u0645<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062e\u0637\u0629 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629:<\/b><span style=\"font-weight: 400;\"> \u0644\u0627 \u062a\u0648\u062c\u062f \u0631\u0633\u0648\u0645 \u0645\u0646\u0635\u0629 - \u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u062d\u062f\u060c \u0641\u0648\u062a\u0631\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0644\u0627 \u062a\u0648\u062c\u062f \u0631\u0633\u0648\u0645 \u0625\u0636\u0627\u0641\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a:<\/b><span style=\"font-weight: 400;\"> $1.33 \u0644\u0643\u0644 \u0648\u062d\u062f\u0629 \u0637\u0627\u0642\u0629 \u0643\u0647\u0631\u0628\u0627\u0626\u064a\u0629 \u0641\u064a \u0627\u0644\u0633\u0627\u0639\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062f\u0641\u0639\u064a\u0629:<\/b><span style=\"font-weight: 400;\"> $0.40 \u0644\u0643\u0644 \u0648\u062d\u062f\u0629 \u0637\u0627\u0642\u0629 \u0643\u0647\u0631\u0628\u0627\u0626\u064a\u0629 \u0641\u064a \u0627\u0644\u0633\u0627\u0639\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u062a\u062e\u0632\u064a\u0646:<\/b><span style=\"font-weight: 400;\"> $0.026 \u0644\u0643\u0644 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0634\u0647\u0631\u064a\u064b\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0648\u0646:<\/b><span style=\"font-weight: 400;\"> $500\/\u0627\u0644\u0634\u0647\u0631 \u0644\u0643\u0644 \u0645\u0637\u0648\u0631 \u0625\u0636\u0627\u0641\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u063a\u064a\u0631 \u0627\u0644\u062a\u062c\u0627\u0631\u064a:<\/b><span style=\"font-weight: 400;\"> \u0645\u062c\u0627\u0646\u064a \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u063a\u064a\u0631 \u0627\u0644\u0631\u0628\u062d\u064a\u0629<\/span><\/li>\n<\/ul>\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\u064a\u0626\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\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 \u0628\u064a\u062a\u0627\u0628\u0627\u064a\u062a\u0627\u062a \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0628\u064a\u0626\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a JavaScript \u0648Python<\/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 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0639\u0627\u0645<\/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: earthengine.google.com<\/span><\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"alignnone wp-image-32180\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/GeoMedia-300x300.png\" alt=\"\" width=\"210\" height=\"210\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/GeoMedia-300x300.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/GeoMedia-150x150.png 150w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/GeoMedia-12x12.png 12w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/GeoMedia.png 500w\" sizes=\"(max-width: 210px) 100vw, 210px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">3. \u062c\u064a\u0648\u0645\u064a\u062f\u064a\u0627<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">GeoMedia \u0647\u0648 \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0638\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 (GIS) \u0637\u0648\u0631\u062a\u0647 \u0634\u0631\u0643\u0629 Hexagon \u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629. \u064a\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \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 \u0648\u062a\u0639\u062f\u064a\u0644\u0647\u0627 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 Oracle Spatial \u0648Microsoft SQL Server \u0648PostGIS \u0648\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0623\u0634\u0643\u0627\u0644\u060c \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0635\u064a\u063a. \u0643\u0645\u0627 \u064a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u0645\u064a\u0632\u0627\u062a\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0633\u0645\u0627\u062a\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062e\u0631\u0627\u0626\u0637.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u060c \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\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0637\u0648\u0628\u0648\u0644\u0648\u062c\u064a\u0627. \u0648\u064a\u062a\u0636\u0645\u0646 \u0648\u062d\u062f\u0627\u062a \u0644\u0644\u062a\u0635\u0648\u0631 \u062b\u0644\u0627\u062b\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0648\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633\u060c \u0648\u064a\u062a\u064a\u062d \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0645\u0647\u0627\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629. \u064a\u064f\u0633\u062a\u062e\u062f\u0645 GeoMedia \u0641\u064a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0636\u0631\u064a\u060c \u0648\u0627\u0644\u0646\u0642\u0644\u060c \u0648\u0627\u0644\u0645\u0631\u0627\u0641\u0642 \u0627\u0644\u0639\u0627\u0645\u0629\u060c \u0644\u062f\u0645\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062a\u0645 \u062a\u0633\u0639\u064a\u0631 \u0623\u062f\u0648\u0627\u062a GeoMedia\u060c \u0645\u062b\u0644 Smart Client \u0648WebMap \u0648\u0627\u0644\u0625\u0636\u0627\u0641\u0627\u062a\u060c \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0648\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062d\u062c\u0645 \u0627\u0644\u0646\u0634\u0631. GeoMedia Viewer \u0645\u062c\u0627\u0646\u064a.<\/span><\/li>\n<\/ul>\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;\">\u062c\u0632\u0621 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646\u062a\u062c\u0627\u062a Hexagon \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;\">\u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u062a\u0635\u0648\u0631 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\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;\">\u0645\u064f\u0635\u0645\u0645 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0645\u0624\u0633\u0633\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: 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 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;\">4. \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 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0648\u0627\u0644\u0646\u0642\u0637\u064a\u0629 \u0648\u0627\u0644\u0634\u0628\u0643\u064a\u0629 \u0648\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0646\u0642\u0627\u0637. \u064a\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0625\u062c\u0631\u0627\u0621 \u062a\u062d\u0644\u064a\u0644 \u0645\u0643\u0627\u0646\u064a \u0648\u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062e\u0631\u0627\u0626\u0637. \u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0623\u062f\u0648\u0627\u062a \u0644\u0644\u0631\u0642\u0645\u0646\u0629 \u0648\u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0631\u0645\u0648\u0632. \u064a\u062a\u0643\u0627\u0645\u0644 QGIS \u0645\u0639 \u062d\u0632\u0645 \u0646\u0638\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0623\u062e\u0631\u0649\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 PostGIS \u0648GRASS GIS \u0648SAGA GIS \u0648MapServer.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 QGIS \u0628\u0646\u064a\u0629\u064b \u0625\u0636\u0627\u0641\u064a\u0629\u064b \u062a\u064f\u0648\u0633\u0651\u0639 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a\u0647. \u062a\u064f\u0645\u0643\u0651\u0646 \u0625\u0636\u0627\u0641\u0627\u062a\u064c \u0645\u062b\u0644 AIRS \u0645\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u064f\u0633\u0627\u0639\u062f \u0645\u064f\u062d\u0648\u0651\u0644 Bunting Labs AI Vectorizer \u0641\u064a \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0646\u0642\u0637\u064a\u0629 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u062c\u0647\u0629. \u064a\u064f\u062f\u0645\u062c \u0645\u064f\u0643\u0648\u0651\u0646 Aino \u0627\u0644\u0625\u0636\u0627\u0641\u064a \u062f\u0639\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0628\u0633\u0651\u0637 \u0645\u0647\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062e\u0631\u0627\u0626\u0637.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">QGIS \u0645\u062c\u0627\u0646\u064a \u062a\u0645\u0627\u0645\u064b\u0627 \u0648\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631<\/span><\/li>\n<\/ul>\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\u0645\u0643\u062a\u0628\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062f\u0639\u0645 \u0648\u0627\u0633\u0639 \u0627\u0644\u0646\u0637\u0627\u0642 \u0644\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u062a\u062e\u0635\u064a\u0635<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0645\u0646\u0635\u0627\u062a (Windows\u060c macOS\u060c Linux)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062c\u062a\u0645\u0639 \u0639\u0627\u0644\u0645\u064a \u0642\u0648\u064a \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646<\/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<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32060\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/SuperMap-300x100.png\" alt=\"\" width=\"270\" height=\"90\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/SuperMap-300x100.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/SuperMap-18x6.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/SuperMap.png 389w\" sizes=\"(max-width: 270px) 100vw, 270px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">5. SuperMap GIS<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">SuperMap GIS \u0647\u064a \u0645\u0646\u0635\u0629 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u0645\u0632\u0648\u062f\u0629 \u0628\u0623\u062f\u0648\u0627\u062a \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u060c \u0648\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0628\u0631 \u0623\u0646\u0638\u0645\u0629 \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628\u060c \u0648\u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629\u060c \u0648\u0627\u0644\u0648\u064a\u0628\u060c \u0648\u0627\u0644\u062e\u0648\u0627\u062f\u0645. \u062a\u062f\u0639\u0645 \u0635\u064a\u063a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u062c\u0647\u0629 \u0648\u0627\u0644\u0646\u0642\u0637\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0635\u0648\u0631 \u062b\u0644\u0627\u062b\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f\u060c \u0648\u062a\u0643\u0627\u0645\u0644 \u0646\u0645\u0630\u062c\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0646\u064a (BIM). \u062a\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0625\u062c\u0631\u0627\u0621 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0645\u0643\u0627\u0646\u064a\u0629\u060c \u0648\u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u0637\u0648\u0628\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u0648\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633. \u0643\u0645\u0627 \u062a\u062f\u0639\u0645 \u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u062a\u064a\u062d \u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0635\u0648\u0631\u0647\u0627 \u0636\u0645\u0646 \u0628\u064a\u0626\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0646\u064a\u0629 \u0645\u062a\u0633\u0642\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0636\u0645\u0646 \u0646\u0638\u0627\u0645 SuperMap GIS \u0623\u062f\u0648\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \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 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u062a\u0637\u0628\u064a\u0642\u0647\u0627 \u0641\u064a \u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0643\u0634\u0641 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631. \u0648\u064a\u062f\u0639\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0634\u0627\u0626\u0639\u0629 \u0645\u062b\u0644 YOLO \u0648U-Net \u0648Cascade R-CNN \u0644\u062a\u062d\u062f\u064a\u062f \u0623\u0646\u0648\u0627\u0639 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u0623\u0648 \u0631\u0635\u062f \u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0641\u064a \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629. \u064a\u0648\u0641\u0631 \u0627\u0644\u0646\u0638\u0627\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0644\u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u062f\u0641\u0639\u0627\u062a\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644. \u0648\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \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;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u062d\u0633\u0628 \u0637\u0644\u0628 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a<\/span><\/li>\n<\/ul>\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\u0632\u0648\u062f \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\u0643\u0627\u0645\u0644\u0629<\/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 \u062a\u0643\u0627\u0645\u0644 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0648\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;\">\u062d\u0636\u0648\u0631 \u0642\u0648\u064a \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0627\u0644\u062d\u0636\u0631\u064a\u0629 \u0648\u0627\u0644\u0645\u0631\u0627\u0641\u0642<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0644\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<\/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.supermap.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: \u0627\u0644\u0645\u0628\u0646\u0649 107\u060c \u0631\u0642\u0645 A10\u060c \u0637\u0631\u064a\u0642 \u062c\u064a\u0648\u0634\u064a\u0627\u0646\u0643\u064a\u0627\u0648 \u0627\u0644\u0634\u0645\u0627\u0644\u064a\u060c \u0645\u0646\u0637\u0642\u0629 \u062a\u0634\u0627\u0648\u064a\u0627\u0646\u063a\u060c \u0628\u0643\u064a\u0646\u060c \u062c\u0645\u0647\u0648\u0631\u064a\u0629 \u0627\u0644\u0635\u064a\u0646 \u0627\u0644\u0634\u0639\u0628\u064a\u0629\u060c 100015<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +86-10-5989 6503<\/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: biz@supermap.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\/supermap<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/SuperMap__GIS<\/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\/SuperMap<\/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\/supermap_gis<\/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=\"179\" height=\"186\" 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: 179px) 100vw, 179px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">6. \u0623\u0631\u0643 \u062c\u064a \u0622\u064a \u0625\u0633<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">ArcGIS \u0647\u0648 \u0646\u0638\u0627\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u064a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629\u060c \u0648\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u064a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a\u060c \u0648\u0627\u0644\u0646\u0642\u0637\u064a\u0629\u060c \u0648\u0627\u0644\u062c\u062f\u0627\u0648\u0644. \u064a\u064f\u0645\u0643\u0651\u0646 ArcGIS \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0625\u062c\u0631\u0627\u0621 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0645\u0643\u0627\u0646\u064a\u0629\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0631\u0627\u0643\u0628\u060c \u0648\u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629. \u064a\u062a\u0636\u0645\u0646 \u0648\u0638\u0627\u0626\u0641 \u0644\u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u0645\u0639\u0627\u0644\u0645 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0631\u062c\u0627\u062a \u062e\u0631\u0627\u0626\u0637\u064a\u0629\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0642\u0648\u0627\u0639\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0643\u0628\u064a\u0631\u0629. \u064a\u062f\u0639\u0645 ArcGIS Pro\u060c \u0648\u0647\u0648 \u0645\u0643\u0648\u0646 \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628\u060c \u0627\u0644\u062a\u0635\u0648\u0631 \u062b\u0646\u0627\u0626\u064a \u0648\u062b\u0644\u0627\u062b\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f\u060c \u0648\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 Python \u0644\u0644\u0623\u062a\u0645\u062a\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0627\u0644\u0646\u0638\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u062a\u0639\u0644\u0645 \u0622\u0644\u064a \u0648\u062a\u0639\u0644\u0645 \u0639\u0645\u064a\u0642 \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631. \u0643\u0645\u0627 \u064a\u062f\u0639\u0645 ArcGIS \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0627\u0633\u062a\u064a\u0641\u0627\u0621 \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631. \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u062a\u0637\u0628\u064a\u0642\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0623\u0648 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0623\u0646\u0645\u0627\u0637. \u064a\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0645\u0639 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0641\u064a\u0647\u0627\u060c \u0648\u064a\u062f\u0639\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a REST \u0644\u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062e\u0635\u0635\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062e\u0627\u0644\u0642:<\/b><span style=\"font-weight: 400;\"> $700\/\u0627\u0644\u0633\u0646\u0629 \u2013 \u064a\u062a\u0636\u0645\u0646 \u0623\u062f\u0648\u0627\u062a ArcGIS Pro \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637\u064a \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u062d\u062a\u0631\u0627\u0641\u064a:<\/b><span style=\"font-weight: 400;\"> $2,200\/\u0627\u0644\u0633\u0646\u0629 \u2013 \u064a\u0634\u0645\u0644 ArcGIS Pro Standard \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0628\u0631\u0648\u0641\u064a\u0634\u0646\u0627\u0644 \u0628\u0644\u0633:<\/b><span style=\"font-weight: 400;\"> $4,200\/\u0627\u0644\u0633\u0646\u0629 \u2013 \u064a\u0634\u0645\u0644 ArcGIS Pro Advanced \u0648\u0645\u0644\u062d\u0642\u0627\u062a\u0647\u060c \u0645\u0639 \u062f\u0639\u0645 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>ArcGIS Online (SaaS):<\/b><span style=\"font-weight: 400;\"> \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 (Creator\u060c Professional\u060c Professional Plus) \u0628\u0646\u0641\u0633 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629 \u0623\u0639\u0644\u0627\u0647\u060c \u0639\u0628\u0631 \u0645\u0646\u0635\u0629 Esri \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>ArcGIS Enterprise Standard:<\/b><span style=\"font-weight: 400;\"> \u062d\u0632\u0645\u0629 \u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0645\u0639 5 \u0623\u0646\u0648\u0627\u0639 \u0645\u0646 \u0645\u0633\u062a\u062e\u062f\u0645\u064a Creator \u0648250 Viewer\u060c \u06484 \u0623\u0646\u0648\u064a\u0629 ArcGIS Server - \u062a\u062a\u0636\u0645\u0646 \u0623\u062f\u0648\u0627\u062a ArcGIS Pro Standard\u060c \u0648\u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u0648\u064a\u0628\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>ArcGIS Enterprise Advanced:<\/b><span style=\"font-weight: 400;\"> \u062d\u0632\u0645\u0629 \u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0645\u0639 25 \u0645\u0646 \u0623\u0646\u0648\u0627\u0639 \u0645\u0633\u062a\u062e\u062f\u0645\u064a Creator \u0648500 Viewer\u060c \u06484 \u0623\u0646\u0648\u064a\u0629 ArcGIS Server - \u062a\u0636\u064a\u0641 \u0623\u062f\u0648\u0627\u062a ArcGIS Pro Advanced\u060c \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0621\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0627\u0644\u0645\u062d\u0633\u0646.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>ArcGIS Enterprise \u0639\u0644\u0649 Kubernetes:<\/b><span style=\"font-weight: 400;\"> \u0646\u0634\u0631 \u0630\u0627\u062a\u064a \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u0639 25 \u0646\u0648\u0639 \u0645\u0633\u062a\u062e\u062f\u0645 Creator \u0648500 Viewer \u064864 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0631\u0643\u0632\u064a\u0629 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 - \u064a\u062a\u0636\u0645\u0646 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a ArcGIS Pro Advanced \u0648\u0647\u0646\u062f\u0633\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631.<\/span><\/li>\n<\/ul>\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 \u0637\u0648\u0631\u062a\u0647\u0627 \u0634\u0631\u0643\u0629 Esri<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u0627\u0644\u0646\u0634\u0631 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0648\u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \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;\">\u064a\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0627\u0644\u062d\u0643\u0648\u0645\u0629 \u0648\u0627\u0644\u0645\u0631\u0627\u0641\u0642 \u0648\u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062a\u0643\u0627\u0645\u0644\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.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-32062\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/grassgis-300x300.png\" alt=\"\" width=\"196\" height=\"196\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/grassgis-300x300.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/grassgis-150x150.png 150w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/grassgis-12x12.png 12w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/grassgis.png 735w\" sizes=\"(max-width: 196px) 100vw, 196px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">7. \u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0639\u0634\u0628\u064a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">GRASS GIS \u0647\u0648 \u0623\u062f\u0627\u0629 \u062a\u062d\u0644\u064a\u0644 \u062c\u063a\u0631\u0627\u0641\u064a \u0645\u0643\u0627\u0646\u064a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u062a\u062f\u0639\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0642\u0637\u064a\u0629 \u0648\u0627\u0644\u0645\u062a\u062c\u0647\u064a\u0629 \u0648\u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f. \u064a\u0639\u0645\u0644 \u0627\u0644\u0646\u0638\u0627\u0645 \u0639\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0645\u062a\u062c\u0647 \u0637\u0648\u0628\u0648\u0644\u0648\u062c\u064a\u060c \u062d\u064a\u062b \u062a\u064f\u062e\u0632\u0651\u0646 \u062e\u0635\u0627\u0626\u0635 \u0645\u062b\u0644 \u0627\u0644\u0646\u0642\u0627\u0637 \u0648\u0627\u0644\u062e\u0637\u0648\u0637 \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a \u0645\u0639 \u0639\u0644\u0627\u0642\u0627\u062a \u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0627\u0636\u062d\u0629. \u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u0646\u0638\u0627\u0645 \u0623\u0643\u062b\u0631 \u0645\u0646 350 \u0648\u062d\u062f\u0629 \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u062a\u0635\u0648\u0631 \u0627\u0644\u062e\u0631\u0627\u0626\u0637.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0633\u062a\u062e\u062f\u0645 \u0646\u0638\u0627\u0645 GRASS GIS \u0628\u0646\u064a\u0629 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0641\u0631\u064a\u062f\u0629 \u062a\u062a\u0637\u0644\u0628 \u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0635\u064a\u063a\u062a\u0647\u0627 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629\u060c \u0645\u0639 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0631\u0628\u0637\u0647\u0627 \u0628\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0631\u062c\u064a\u0629. \u064a\u062f\u0639\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0646\u0635\u064a\u0629 \u0641\u064a \u0628\u064a\u0626\u0627\u062a Python \u0648Shell\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0647\u0651\u0644 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0623\u0643\u0628\u0631. \u064a\u064f\u062f\u064a\u0631 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0631\u0627\u0633\u062a\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u062f\u064a\u062f \u0645\u0646\u0637\u0642\u0629 \u062d\u0633\u0627\u0628\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u062d\u062f\u062f \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0648\u062f\u0642\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062d\u0631\u0629 \u0648\u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631<\/span><\/li>\n<\/ul>\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 \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062a\u062e\u0635\u0635 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0642\u0637\u064a\u0629 \u0648\u0627\u0644\u0645\u062a\u062c\u0647\u0629 \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0621\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;\">\u0623\u062f\u0648\u0627\u062a \u0642\u0648\u064a\u0629 \u0644\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0628\u064a\u0626\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">CLI \u0648GUI \u0645\u062a\u0627\u062d\u0627\u0646<\/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: grass.osgeo.org<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 14525 SW Millikan #42523\u060c \u0628\u064a\u0641\u064a\u0631\u062a\u0648\u0646\u060c \u0623\u0648\u0631\u064a\u063a\u0648\u0646\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;\">\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/grass-gis<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/grassgis<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-32063\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/HEAVY-300x55.png\" alt=\"\" width=\"300\" height=\"55\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/HEAVY-300x55.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/HEAVY-18x3.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/HEAVY.png 523w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">8. HEAVY.AI<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">HEAVY.AI \u0647\u064a \u0623\u062f\u0627\u0629 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0645\u064f\u0633\u0631\u0651\u0639\u0629 \u0628\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU)\u060c \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \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 \u0648\u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0627\u0644\u0636\u062e\u0645\u0629. \u064a\u062f\u0639\u0645 \u0645\u062d\u0631\u0643 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a HeavyDB \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a SQL \u0639\u0644\u0649 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0645\u062b\u0644 POINT \u0648LINESTRING \u0648POLYGON. \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 \u0627\u0644\u0631\u0628\u0637 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0642\u0627\u0631\u0628\u060c \u0648\u0627\u0644\u062a\u0635\u0641\u064a\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 SQL. \u062a\u0645 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0646\u0638\u0627\u0645 \u0644\u0625\u062c\u0631\u0627\u0621 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0633\u0631\u0639\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0648\u0627\u0631\u062f \u0643\u0644\u064d\u0651 \u0645\u0646 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u0648\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU).\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0629 \u0648\u0627\u062c\u0647\u0629 \u062a\u0635\u0648\u0631 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u0635\u0641\u062d \u062a\u064f\u0633\u0645\u0649 HeavyImmerse. \u062a\u062a\u064a\u062d \u0647\u0630\u0647 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0625\u0646\u0634\u0627\u0621 \u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0625\u062c\u0631\u0627\u0621 \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0635\u0641\u064a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0622\u0646\u064a\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0646\u0642\u0644 \u0643\u0645\u064a\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0639\u0645\u064a\u0644. \u062a\u064f\u0639\u0631\u0636 \u0627\u0644\u0635\u0648\u0631 \u0645\u0646 \u062c\u0627\u0646\u0628 \u0627\u0644\u062e\u0627\u062f\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU). \u0643\u0645\u0627 \u064a\u0648\u0641\u0631 \u0627\u0644\u0646\u0638\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0644\u062f\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0633\u062a\u064a\u0631\u0627\u062f\u0647\u0627.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>HEAVY.AI \u0645\u062c\u0627\u0646\u064a: <\/b><span style=\"font-weight: 400;\">\u0628\u062f\u0648\u0646 \u062a\u0643\u0644\u0641\u0629 \u2013 \u0645\u062c\u0627\u0646\u064a \u062a\u0645\u0627\u0645\u064b\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>HEAVY.AI Enterprise:<\/b><span style=\"font-weight: 400;\"> \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0645\u062a\u0627\u062d\u0629 \u0639\u0646\u062f \u0627\u0644\u0637\u0644\u0628 - \u0627\u062a\u0635\u0644 \u0628\u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644<\/span><\/li>\n<\/ul>\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 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0645 \u0628\u0646\u0627\u0624\u0647 \u0639\u0644\u0649 \u062a\u0633\u0631\u064a\u0639 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u064f\u0635\u0645\u0645 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u062f\u0641\u0627\u0639 \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0644\u0648\u062c\u0633\u062a\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.heavy.ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 95 \u0634\u0627\u0631\u0639 \u062b\u064a\u0631\u062f\u060c \u0627\u0644\u0637\u0627\u0628\u0642 \u0627\u0644\u062b\u0627\u0646\u064a\u060c \u0633\u0627\u0646 \u0641\u0631\u0627\u0646\u0633\u064a\u0633\u0643\u0648\u060c \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627 94103<\/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: sales@heavy.ai\u00a0<\/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\/heavy-ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/heavy_ai<\/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\/heavyai<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-20042\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/06\/precisely-e1749643662250.png\" alt=\"\" width=\"244\" height=\"90\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/06\/precisely-e1749643662250.png 217w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/06\/precisely-e1749643662250-18x7.png 18w\" sizes=\"(max-width: 244px) 100vw, 244px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">9. \u0645\u0627\u0628 \u0625\u0646\u0641\u0648 \u0628\u0631\u0648<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">MapInfo Pro \u0647\u0648 \u062a\u0637\u0628\u064a\u0642 GIS \u0644\u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \u0645\u0646 \u062a\u0637\u0648\u064a\u0631 Precisely. \u064a\u062f\u0639\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0643\u0627\u0646\u064a\u0629 \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0648\u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0646\u0642\u0637\u064a\u0629 \u0648\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629. \u064a\u0648\u0641\u0631 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0623\u062f\u0648\u0627\u062a \u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062e\u0631\u0627\u0626\u0637. \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 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0631\u0627\u0643\u0628 \u0648\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639\u064a\u0629. \u064a\u062a\u0636\u0645\u0646 MapInfo Pro \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0646\u0635\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 MapBasic \u0648Python\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0623\u062a\u0645\u062a\u0629 \u0648\u062a\u062e\u0635\u064a\u0635 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0645\u062c\u0645\u0648\u0639\u0629 Precisely Data Integrity Suite \u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u062d\u062f\u0627\u062a \u0645\u0646 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u062f\u0642\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u062a\u0633\u0627\u0642\u0647\u0627 \u0648\u0633\u064a\u0627\u0642\u0647\u0627. \u062a\u064f\u0645\u0643\u0651\u0646 \u0648\u062d\u062f\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u062f\u0627\u062e\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u064f\u0648\u0641\u0631 \u0631\u0624\u0649\u064b \u062d\u0648\u0644 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a. \u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u060c \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0639\u0646\u0627\u0648\u064a\u0646\u060c \u0648\u0625\u062b\u0631\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0647\u0651\u0644 \u062f\u0645\u062c \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0642\u0639 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0646\u0633\u062e\u0629 \u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0645\u062c\u0627\u0646\u064a\u0629<\/b><span style=\"font-weight: 400;\">:\u062a\u062a\u0648\u0641\u0631 \u0646\u0633\u062e\u0629 \u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0645\u062f\u0629 30 \u064a\u0648\u0645\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u062c\u0645\u064a\u0639 \u0645\u064a\u0632\u0627\u062a MapInfo Pro<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0641\u0648\u0627\u0626\u062f \u0627\u0644\u0627\u0634\u062a\u0631\u0627\u0643<\/b><span style=\"font-weight: 400;\">:\u064a\u062d\u0635\u0644 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0648\u0646 \u0639\u0644\u0649 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0625\u0644\u0649 \u0623\u062d\u062f\u062b \u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0648\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062f\u0639\u0645 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0623\u0645\u062b\u0644 \u0648\u062a\u0648\u0627\u0641\u0631 \u0627\u0644\u0623\u062f\u0648\u0627\u062a<\/span><\/li>\n<\/ul>\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\u0646 Precisely<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0648\u0642\u0639 \u0648\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u0648\u062a\u062a\u0628\u0639 \u0627\u0644\u0623\u0635\u0648\u0644<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0648\u0627\u0644\u0645\u0648\u0636\u0648\u0639\u064a\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 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\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 \u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.precisely.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +1 (877) 700 0970<\/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\/preciselydata<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/PreciselyData<\/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\/PreciselyData<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-32181\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Mapbox-300x68.png\" alt=\"\" width=\"300\" height=\"68\" 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: 300px) 100vw, 300px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">10. \u0645\u0627\u0628 \u0628\u0648\u0643\u0633<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Mapbox \u0647\u064a \u0645\u0646\u0635\u0629 \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u062e\u0631\u0627\u0626\u0637 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635\u060c \u0648\u062e\u062f\u0645\u0627\u062a \u0645\u0644\u0627\u062d\u0629\u060c \u0648\u062e\u062f\u0645\u0627\u062a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a. \u062a\u0634\u0645\u0644 \u0639\u0631\u0648\u0636\u0647\u0627 \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) \u062a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0645\u0646 \u062f\u0645\u062c \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u0644\u0627\u062d\u0629 \u0627\u0644\u0641\u0648\u0631\u064a\u0629\u060c \u0648\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0628\u062d\u062b \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u064a\u0628\u060c \u0648\u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629\u060c \u0648\u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a\u060c \u0648\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0648\u0627\u0642\u0639 \u0627\u0644\u0645\u0639\u0632\u0632. \u062a\u062f\u0639\u0645 Mapbox \u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0641\u0648\u0631\u064a\u0629\u060c \u0645\u062b\u0644 \u062a\u062f\u0641\u0642\u0627\u062a \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0648\u0646\u0634\u0627\u0637 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u062a\u0648\u0641\u0631 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f\u060c \u0648\u062f\u0639\u0645 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u062f\u0645\u062c Mapbox \u0645\u064a\u0632\u0627\u062a \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 MapGPT\u060c \u0648\u0647\u0648 \u0645\u0633\u0627\u0639\u062f \u0635\u0648\u062a\u064a \u064a\u064f\u062a\u064a\u062d \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u0644\u0645\u0644\u0627\u062d\u0629 \u0648\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0645\u0648\u0642\u0639. \u0643\u0645\u0627 \u062a\u064f\u0642\u062f\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u062a\u0637\u0628\u064a\u0642 Mapbox Snowflake Native\u060c \u0627\u0644\u0630\u064a \u064a\u064f\u062f\u0645\u062c \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0641\u064a \u0633\u062d\u0627\u0628\u0629 \u0628\u064a\u0627\u0646\u0627\u062a Snowflake\u060c \u0645\u0645\u0627 \u064a\u064f\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0625\u062c\u0631\u0627\u0621 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0636\u0645\u0646 \u0633\u064a\u0631 \u0639\u0645\u0644\u0647\u0645 \u0627\u0644\u062d\u0627\u0644\u064a.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0631\u062f\u064a:<\/b><span style=\"font-weight: 400;\"> $50\/\u0627\u0644\u0634\u0647\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u062f\u0639\u0645 \u0627\u0644\u0623\u0639\u0645\u0627\u0644:<\/b><span style=\"font-weight: 400;\"> $6,000\/\u0633\u0646\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0645\u062a\u0645\u064a\u0632:<\/b><span style=\"font-weight: 400;\"> \u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0627\u0644\u0645\u062e\u0635\u0635<\/span><\/li>\n<\/ul>\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 \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0642\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;\">\u062a\u0648\u0641\u064a\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0627\u0645\u062c (SDKs) \u0644\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 \u0648\u0627\u0644\u0623\u0644\u0639\u0627\u0628<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u062a\u0635\u0645\u064a\u0645\u064b\u0627 \u0645\u0631\u0626\u064a\u064b\u0627 \u0639\u0627\u0644\u064a \u0627\u0644\u062a\u062e\u0635\u064a\u0635<\/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<\/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-32182\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/SNAP-300x300.jpg\" alt=\"\" width=\"211\" height=\"211\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/SNAP-300x300.jpg 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/SNAP-150x150.jpg 150w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/SNAP-12x12.jpg 12w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/SNAP.jpg 400w\" sizes=\"(max-width: 211px) 100vw, 211px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">11. SNAP (\u0645\u0646\u0635\u0629 \u062a\u0637\u0628\u064a\u0642 Sentinel)<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0645\u0646\u0635\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0633\u0646\u062a\u064a\u0646\u0644 (SNAP) \u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0637\u0648\u0631\u062a\u0647\u0627 \u0648\u0643\u0627\u0644\u0629 \u0627\u0644\u0641\u0636\u0627\u0621 \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a\u0629\u060c \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0631\u0635\u062f \u0627\u0644\u0623\u0631\u0636. \u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0647\u0645\u0627\u062a \u0633\u0646\u062a\u064a\u0646\u0644-1 \u0648\u0633\u0646\u062a\u064a\u0646\u0644-2 \u0648\u0633\u0646\u062a\u064a\u0646\u0644-3\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0645\u0647\u0645\u0627\u062a \u0623\u062e\u0631\u0649 \u062a\u0627\u0628\u0639\u0629 \u0644\u0648\u0643\u0627\u0644\u0629 \u0627\u0644\u0641\u0636\u0627\u0621 \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a\u0629 \u0648\u062c\u0647\u0627\u062a \u062e\u0627\u0631\u062c\u064a\u0629. \u062a\u062a\u0636\u0645\u0646 \u0645\u0646\u0635\u0629 SNAP \u0623\u062f\u0648\u0627\u062a\u064d \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0647\u0651\u0644 \u0645\u0647\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0627\u0644\u0645\u0639\u0627\u064a\u0631\u0629\u060c \u0648\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633\u060c \u0648\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u063a\u0644\u0627\u0641 \u0627\u0644\u062c\u0648\u064a.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0648\u0641\u0631 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0631\u0633\u0648\u0645\u064a\u0629 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0633\u0637\u0631 \u0623\u0648\u0627\u0645\u0631\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u0646\u0641\u064a\u0630 \u0645\u0647\u0627\u0645 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0645\u0639\u0642\u062f\u0629 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u062f\u0641\u0639\u0627\u062a. \u0643\u0645\u0627 \u064a\u062f\u0639\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0646\u0635\u064a\u0629 \u0628\u0644\u063a\u0627\u062a \u062c\u0627\u0641\u0627 \u0648\u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0623\u062a\u0645\u062a\u0629 \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0633\u0644\u0627\u0633\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0623\u0643\u0628\u0631. \u062a\u0639\u062a\u0645\u062f \u0628\u0646\u064a\u0629 SNAP \u0639\u0644\u0649 \u0646\u0638\u0627\u0645 \u0625\u0636\u0627\u0641\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u0648\u0633\u064a\u0639 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a\u0647 \u0628\u0625\u0636\u0627\u0641\u0629 \u0648\u062d\u062f\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0642\u062f\u0645\u0629 \u0645\u0646 \u0648\u0643\u0627\u0644\u0629 \u0627\u0644\u0641\u0636\u0627\u0621 \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a\u0629<\/span><\/li>\n<\/ul>\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;\">\u062a\u0645 \u062a\u0637\u0648\u064a\u0631\u0647 \u0628\u0648\u0627\u0633\u0637\u0629 \u0648\u0643\u0627\u0644\u0629 \u0627\u0644\u0641\u0636\u0627\u0621 \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a\u0629 \u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a Sentinel<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062d\u0631\u0629 \u0648\u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0648\u0627\u0644\u062a\u0635\u0648\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629 \u0644\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0639\u0644\u0645\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: sentinels.copernicus.eu<\/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\/european-space-agency<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/esa<\/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\/EuropeanSpaceAgency<\/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\/europeanspaceagency<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32183\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/PostGIS-300x118.webp\" alt=\"\" width=\"277\" height=\"109\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/PostGIS-300x118.webp 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/PostGIS-18x7.webp 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/PostGIS.webp 712w\" sizes=\"(max-width: 277px) 100vw, 277px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">12. \u0628\u0648\u0633\u062a \u062c\u064a \u0622\u064a \u0625\u0633<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">PostGIS \u0647\u0648 \u0645\u064f\u0648\u0633\u0650\u0651\u0639 \u0644\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0644\u0640 PostgreSQL\u060c \u064a\u064f\u0636\u064a\u0641 \u062f\u0639\u0645\u064b\u0627 \u0644\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629. \u064a\u0633\u0645\u062d \u0628\u062a\u062e\u0632\u064a\u0646 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0646\u0642\u0627\u0637 \u0648\u0627\u0644\u062e\u0637\u0648\u0637 \u0648\u0627\u0644\u0645\u0636\u0644\u0639\u0627\u062a\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0639\u0646\u0647\u0627 \u062f\u0627\u062e\u0644 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u064a\u064f\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\u0643\u0627\u0646\u064a\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0641\u064a SQL\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u0641\u0629\u060c \u0648\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0627\u0637\u0639\u060c \u0648\u0642\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u062d\u0629. \u0643\u0645\u0627 \u064a\u062f\u0639\u0645 PostGIS \u062a\u062d\u0648\u064a\u0644\u0627\u062a \u0627\u0644\u0625\u062d\u062f\u0627\u062b\u064a\u0627\u062a \u0648\u0627\u0644\u0641\u0647\u0631\u0633\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 GiST\u060c \u0645\u0645\u0627 \u064a\u064f\u062d\u0633\u0651\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0642\u0639.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 PostGIS \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u062c\u0647\u0629 \u0648\u0627\u0644\u0646\u0642\u0637\u064a\u0629\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629 \u0648\u0627\u0644\u0637\u0648\u0628\u0648\u0644\u0648\u062c\u064a\u0627 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f. \u0643\u0645\u0627 \u064a\u064f\u062a\u064a\u062d \u0648\u0638\u0627\u0626\u0641 \u0645\u062b\u0644 \u0642\u0635 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0642\u0637\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0631\u0627\u0643\u0628\u060c \u0648\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0642\u0637\u064a\u0629 \u0625\u0644\u0649 \u0645\u062a\u062c\u0647\u0627\u062a. \u064a\u062a\u0648\u0627\u0641\u0642 \u0647\u0630\u0627 \u0627\u0644\u0627\u0645\u062a\u062f\u0627\u062f \u0645\u0639 \u0623\u062f\u0648\u0627\u062a \u0648\u062e\u0648\u0627\u062f\u0645 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u0645\u062b\u0644 QGIS \u0648GeoServer. \u0643\u0645\u0627 \u0623\u0646\u0647 \u064a\u0644\u062a\u0632\u0645 \u0628\u0645\u0639\u0627\u064a\u064a\u0631 OGC\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u062a\u0648\u0627\u0641\u0642\u064b\u0627 \u0645\u0639 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u062e\u0631\u0649 \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642\u0629. \u064a\u064f\u0633\u062a\u062e\u062f\u0645 PostGIS \u063a\u0627\u0644\u0628\u064b\u0627 \u0641\u064a \u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0626\u064a\u060c \u0648\u0623\u0646\u0638\u0645\u0629 \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0639\u0627\u0645.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0631\u062e\u0635\u0629: <\/b><span style=\"font-weight: 400;\">PostGIS \u0647\u0648 \u0628\u0631\u0646\u0627\u0645\u062c \u0645\u062c\u0627\u0646\u064a \u0648\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631<\/span><\/li>\n<\/ul>\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\u0644\u062a\u0645\u062f\u064a\u062f \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0644\u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a PostgreSQL<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 SQL<\/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 \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0628\u062f\u0631\u062c\u0629 \u0643\u0628\u064a\u0631\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u0643\u0644 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0642\u0637\u064a\u0629 \u0648\u0627\u0644\u0645\u062a\u062c\u0647\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: postgis.net<\/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=\"273\" height=\"72\" 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: 273px) 100vw, 273px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">13. \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 \u0645\u0646\u0635\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062c\u063a\u0631\u0627\u0641\u064a \u0645\u0643\u0627\u0646\u064a \u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \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. \u062a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u0648\u0646\u0634\u0631 \u0646\u0645\u0627\u0630\u062c \u0645\u062e\u0635\u0635\u0629 \u0644\u0643\u0634\u0641 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0628\u0631\u0645\u062c\u0629\u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0633\u0648\u0645\u064a\u0629. \u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0635\u0648\u0631 \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\u0635\u0648\u0631 \u0627\u0644\u062c\u0648\u064a\u0629\u060c \u0648\u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062f\u0642\u0629 \u0648\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u064a\u062d \u062e\u0627\u0635\u064a\u0629 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0641\u064a \u0628\u064a\u0643\u062a\u064a\u0631\u0627 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0642\u0627\u0631\u0646\u0629 \u0635\u0648\u0631 \u0645\u0646 \u0641\u062a\u0631\u0627\u062a \u0632\u0645\u0646\u064a\u0629 \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u0637\u0628\u064a\u0639\u064a. \u062a\u064f\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0629 \u0645\u0641\u064a\u062f\u0629 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u0646\u0645\u064a\u0629 \u0627\u0644\u062d\u0636\u0631\u064a\u0629\u060c \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u063a\u0627\u0628\u0627\u062a\u060c \u0623\u0648 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u0636\u0631\u0627\u0631 \u0628\u0639\u062f \u0627\u0644\u0643\u0648\u0627\u0631\u062b \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629. \u0643\u0645\u0627 \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0629 \u0623\u062f\u0648\u0627\u062a \u0644\u0636\u0645\u0627\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u062b\u0644 \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0639\u0646 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629 \u0627\u0644\u0645\u0643\u0631\u0631\u0629\u060c \u0648\u0625\u0639\u062f\u0627\u062f \u062a\u0642\u0627\u0631\u064a\u0631 \u0645\u0641\u0635\u0644\u0629 \u0639\u0646 \u0627\u0644\u062a\u0635\u062d\u064a\u062d\u0627\u062a.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u0642\u062f\u0645\u0629 \u0639\u0646\u062f \u0627\u0644\u0637\u0644\u0628<\/span><\/li>\n<\/ul>\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\u062f\u0648\u0646 \u0623\u0643\u0648\u0627\u062f \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \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;\">\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0648\u062a\u0639\u0627\u0648\u0646\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \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\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062d\u0636\u0631\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \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<\/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-32185\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/GraphHopper-Directions-API.png\" alt=\"\" width=\"196\" height=\"196\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/GraphHopper-Directions-API.png 224w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/GraphHopper-Directions-API-150x150.png 150w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/GraphHopper-Directions-API-12x12.png 12w\" sizes=\"(max-width: 196px) 100vw, 196px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">14. \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a GraphHopper Directions<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">GraphHopper Directions API \u0647\u064a \u062e\u062f\u0645\u0629 \u062a\u0648\u062c\u064a\u0647 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u062a\u0648\u0641\u0631 \u0648\u0638\u0627\u0626\u0641 \u0645\u062b\u0644 \u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0646\u0642\u0644 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a\u060c \u0648\u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u062a\u0648\u0642\u064a\u062a \u0627\u0644\u0645\u062a\u0633\u0627\u0648\u064a\u060c \u0648\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0648\u0627\u0642\u0639. \u062a\u0633\u062a\u062e\u062f\u0645 \u0628\u064a\u0627\u0646\u0627\u062a OpenStreetMap \u0644\u062a\u0648\u0641\u064a\u0631 \u062a\u063a\u0637\u064a\u0629 \u0639\u0627\u0644\u0645\u064a\u0629\u060c \u0648\u062a\u062f\u0639\u0645 \u0645\u062e\u062a\u0644\u0641 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u0646\u0642\u0644\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u062f\u0631\u0627\u062c\u0627\u062a \u0627\u0644\u0646\u0627\u0631\u064a\u0629 \u0648\u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0634\u0627\u0629\u060c \u0648\u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0645\u062b\u0644 \u0634\u0627\u062d\u0646\u0627\u062a \u0627\u0644\u062a\u0648\u0635\u064a\u0644 \u0648\u062f\u0631\u0627\u062c\u0627\u062a \u0627\u0644\u0634\u062d\u0646.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u0636\u0645\u0646 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u064f\u0645\u0643\u0651\u0646 \u0645\u0646 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u062a\u062a\u0631\u0627\u0648\u062d \u0645\u0646 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0633\u0627\u0626\u0642 \u0627\u0644\u0648\u0627\u062d\u062f \u0625\u0644\u0649 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0645\u0631\u0643\u0628\u0627\u062a \u0648\u0645\u062d\u0637\u0627\u062a \u062a\u0648\u0642\u0641 \u0645\u062a\u0639\u062f\u062f\u0629. \u0643\u0645\u0627 \u062a\u064f\u0648\u0641\u0631 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u060c \u0648\u0645\u0637\u0627\u0628\u0642\u0629 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0644\u0645\u0648\u0627\u0621\u0645\u0629 \u0645\u0633\u0627\u0631\u0627\u062a \u0646\u0638\u0627\u0645 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0639\u0627\u0644\u0645\u064a (GPS) \u0645\u0639 \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0637\u0631\u0642\u060c \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u062d\u0633\u0627\u0628 \u0645\u0635\u0641\u0648\u0641\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u0641\u0627\u062a \u0644\u0646\u0642\u0627\u0637 \u0645\u064f\u062e\u062a\u0644\u0641\u0629.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u062d\u0631:<\/b><span style=\"font-weight: 400;\"> 0 \u064a\u0648\u0631\u0648\/\u0627\u0644\u0634\u0647\u0631 \u2013 500 \u0631\u0635\u064a\u062f\/\u0627\u0644\u064a\u0648\u0645\u060c 5 \u0645\u0648\u0627\u0642\u0639\/\u0627\u0644\u0637\u0644\u0628\u060c \u0645\u0631\u0643\u0628\u0629 \u0648\u0627\u062d\u062f\u0629\u060c \u062f\u0639\u0645 \u0627\u0644\u0645\u0646\u062a\u062f\u0649 \u0641\u0642\u0637<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0623\u0633\u0627\u0633\u064a:<\/b><span style=\"font-weight: 400;\"> 56 \u064a\u0648\u0631\u0648\/\u0627\u0644\u0634\u0647\u0631 \u2013 5000 \u0631\u0635\u064a\u062f\/\u0627\u0644\u064a\u0648\u0645\u060c 30 \u0645\u0648\u0642\u0639\u064b\u0627\u060c 2 \u0645\u0631\u0643\u0628\u0629\u060c 150 \u0645\u0648\u0642\u0639\u064b\u0627 \u062c\u063a\u0631\u0627\u0641\u064a\u064b\u0627\u060c 15 \u062f\u0642\u064a\u0642\u0629 \u0645\u0646 \u0627\u0644\u062a\u0648\u0642\u064a\u062a \u0627\u0644\u0645\u062a\u0633\u0627\u0648\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0645\u0639\u064a\u0627\u0631:<\/b><span style=\"font-weight: 400;\"> 160 \u064a\u0648\u0631\u0648\/\u0627\u0644\u0634\u0647\u0631 \u2013 15000 \u0631\u0635\u064a\u062f\/\u0627\u0644\u064a\u0648\u0645\u060c 80 \u0645\u0648\u0642\u0639\u064b\u0627\u060c 10 \u0645\u0631\u0643\u0628\u0627\u062a\u060c 500 \u0645\u0648\u0642\u0639 \u062c\u063a\u0631\u0627\u0641\u064a\u060c 20 \u062f\u0642\u064a\u0642\u0629 \u0645\u0646 \u0627\u0644\u062a\u0648\u0642\u064a\u062a \u0627\u0644\u0645\u062a\u0633\u0627\u0648\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u063a\u0627\u0644\u064a:<\/b><span style=\"font-weight: 400;\"> 384 \u064a\u0648\u0631\u0648\/\u0627\u0644\u0634\u0647\u0631 \u2013 50,000 \u0631\u0635\u064a\u062f\/\u0627\u0644\u064a\u0648\u0645\u060c 200 \u0645\u0648\u0642\u0639\u060c 20 \u0645\u0631\u0643\u0628\u0629\u060c 700 \u0645\u0648\u0642\u0639 \u062c\u063a\u0631\u0627\u0641\u064a\u060c 30 \u062f\u0642\u064a\u0642\u0629 \u0645\u0646 \u0627\u0644\u062a\u0648\u0642\u064a\u062a \u0627\u0644\u0645\u062a\u0633\u0627\u0648\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0645\u062e\u0635\u0635:<\/b><span style=\"font-weight: 400;\"> \u062a\u0633\u0639\u064a\u0631 \u0645\u062e\u0635\u0635 - \u0645\u0627 \u064a\u0635\u0644 \u0625\u0644\u0649 10 \u0622\u0644\u0627\u0641 \u0645\u0648\u0642\u0639\u060c \u0648200 \u0645\u0631\u0643\u0628\u0629\u060c \u06481000 \u0645\u0648\u0642\u0639 \u062c\u063a\u0631\u0627\u0641\u064a\u060c \u064860 \u062f\u0642\u064a\u0642\u0629 \u0645\u0646 \u0627\u0644\u062a\u0648\u0642\u064a\u062a \u0627\u0644\u0645\u062a\u0633\u0627\u0648\u064a<\/span><\/li>\n<\/ul>\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 \u0644\u0644\u062a\u0648\u062c\u064a\u0647 \u0648\u0627\u0644\u062a\u0646\u0642\u0644<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062f\u0639\u0645 \u0623\u0648\u0636\u0627\u0639 \u0627\u0644\u0633\u064a\u0627\u0631\u0629 \u0648\u0627\u0644\u062f\u0631\u0627\u062c\u0629 \u0648\u0627\u0644\u0645\u0634\u064a \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u0646\u0642\u0644 \u0627\u0644\u0639\u0627\u0645<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u064f\u0635\u0645\u0645 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a\u0629 \u0648\u0627\u0644\u0633\u0641\u0631 \u0648\u0627\u0644\u062a\u0648\u0635\u064a\u0644<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u064f\u062d\u0633\u0651\u0646 \u0644\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u0645\u0631\u0648\u0646\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.graphhopper.com<\/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: support@graphhopper.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\/graphhopper-gmbh<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/graphhopper<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-32059\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Global-Mapper-300x72.png\" alt=\"\" width=\"300\" height=\"72\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Global-Mapper-300x72.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Global-Mapper-18x4.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/Global-Mapper.png 655w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">15. \u062e\u0631\u0627\u0626\u0637 \u0639\u0627\u0644\u0645\u064a\u0629<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Global Mapper \u0647\u0648 \u062a\u0637\u0628\u064a\u0642 \u0646\u0638\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 (GIS) \u0637\u0648\u0631\u062a\u0647 \u0634\u0631\u0643\u0629 Blue Marble Geographics\u060c \u0648\u064a\u062f\u0639\u0645 \u0623\u0643\u062b\u0631 \u0645\u0646 300 \u0635\u064a\u063a\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0643\u0627\u0646\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a\u060c \u0648\u0627\u0644\u0646\u0642\u0637\u064a\u0629\u060c \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639\u0627\u062a\u060c \u0648\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0646\u0642\u0627\u0637. \u064a\u0648\u0641\u0631 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0623\u062f\u0648\u0627\u062a \u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633\u060c \u0648\u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f. \u0648\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 \u0625\u0646\u0634\u0627\u0621 \u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0646\u062a\u0648\u0631\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u062d\u062f\u0648\u062f \u0645\u0633\u062a\u062c\u0645\u0639\u0627\u062a \u0627\u0644\u0645\u064a\u0627\u0647\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0645\u062c\u0627\u0644 \u0627\u0644\u0631\u0624\u064a\u0629.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u064f\u0648\u0633\u0651\u0639 \u0628\u0631\u0646\u0627\u0645\u062c Global Mapper Pro \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0642\u064a\u0627\u0633\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u0645\u064a\u0632\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0641\u0648\u062a\u0648\u063a\u0631\u0627\u0645\u062a\u0631\u064a. \u0648\u064a\u0634\u0645\u0644 \u0645\u062d\u0631\u0643 \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 (Insight and Learning Engine)\u060c \u0648\u0647\u0648 \u0645\u062c\u0645\u0648\u0639\u0629 \u0623\u062f\u0648\u0627\u062a \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0645\u0647\u0627\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631\u060c \u0645\u062b\u0644 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0623\u0631\u0636\u064a \u0648\u0643\u0634\u0641 \u0627\u0644\u0623\u062c\u0633\u0627\u0645. \u0643\u0645\u0627 \u064a\u0648\u0641\u0631 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0623\u062f\u0627\u0629 &quot;\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u0643\u0633\u0644 \u0625\u0644\u0649 \u0646\u0642\u0627\u0637&quot; (Pixels to Points)\u060c \u0627\u0644\u062a\u064a \u062a\u064f\u0648\u0644\u0651\u062f \u0633\u062d\u0628\u064b\u0627 \u0646\u0642\u0637\u064a\u0629 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0648\u0635\u0648\u0631\u064b\u0627 \u062c\u0648\u064a\u0629 \u0645\u0646 \u0635\u0648\u0631 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062e\u0637\u0637 \u0627\u0644\u062a\u0633\u0639\u064a\u0631:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0645\u0639\u064a\u0627\u0631 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 (\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u062d\u062f):<\/b><span style=\"font-weight: 400;\"> $700<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Global Mapper Pro (\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u062d\u062f):<\/b><span style=\"font-weight: 400;\"> $1,750<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062a\u0631\u0642\u064a\u0629 \u0625\u0644\u0649 Pro:<\/b><span style=\"font-weight: 400;\"> $1,050<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0631\u062e\u0635\u0629 \u0639\u0627\u0626\u0645\u0629:<\/b><span style=\"font-weight: 400;\"> $1,050 (\u0642\u064a\u0627\u0633\u064a)\u060c $2,625 (\u0628\u0631\u0648)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u062f\u0648\u0646\u062c\u0644 USB:<\/b><span style=\"font-weight: 400;\"> $1,050 + \u0627\u0644\u0634\u062d\u0646 (\u0627\u0644\u0642\u064a\u0627\u0633\u064a)\u060c $2,625 + \u0627\u0644\u0634\u062d\u0646 (\u0627\u0644\u0645\u062d\u062a\u0631\u0641)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0631\u062e\u0635\u0629 \u0627\u0644\u0634\u0628\u0643\u0629 (\u0645\u0642\u0639\u062f\u064a\u0646 \u0643\u062d\u062f \u0623\u062f\u0646\u0649):<\/b><span style=\"font-weight: 400;\"> $2,100 (\u0642\u064a\u0627\u0633\u064a)\u060c $5,250 (\u0627\u062d\u062a\u0631\u0627\u0641\u064a)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Mobile Pro (iOS\/Android):<\/b><span style=\"font-weight: 400;\"> $50 \u0644\u0643\u0644 \u062a\u0631\u062e\u064a\u0635\u060c $45 \u0644\u0639\u062f\u062f 2-20 \u062a\u0631\u062e\u064a\u0635\u064b\u0627<\/span><\/li>\n<\/ul>\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\u0639 \u062f\u0639\u0645 3D \u0648 LiDAR<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0646\u0635\u064a\u0629 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062f\u0641\u0639\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0639\u0631\u0648\u0641 \u0628\u062a\u0648\u0627\u0641\u0642\u0647 \u0645\u0639 \u0627\u0644\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u0627\u0633\u0639\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0645\u0633\u062d \u0648\u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0648\u0627\u0644\u062c\u064a\u0648\u0644\u0648\u062c\u064a\u0627<\/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.bluemarblegeo.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 22 Carriage Lane\u060c Hallowell\u060c Maine 04347 \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: +1 207-622-4622<\/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@bluemarblegeo.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\/blue-marble-geographics<\/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\/bluemarble.geographics<\/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\/bluemarblegeo<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-32186\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/FME-300x106.png\" alt=\"\" width=\"260\" height=\"92\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/FME-300x106.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/FME-18x6.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/06\/FME.png 565w\" sizes=\"(max-width: 260px) 100vw, 260px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">16. FME\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">FME (\u0645\u062d\u0631\u0643 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a) \u0647\u0648 \u0623\u062f\u0627\u0629 \u0644\u062f\u0645\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u064f\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629. \u064a\u064f\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0625\u0646\u0634\u0627\u0621 \u0645\u0633\u0627\u0631\u0627\u062a \u0639\u0645\u0644 \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0628\u0631\u0645\u062c\u0629\u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0633\u062d\u0628 \u0648\u0625\u0641\u0644\u0627\u062a. \u064a\u062f\u0639\u0645 FME \u0623\u0643\u062b\u0631 \u0645\u0646 450 \u062a\u0646\u0633\u064a\u0642\u064b\u0627 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0628\u064a\u0627\u0646\u0627\u062a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 (GIS)\u060c \u0648\u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 (CAD)\u060c \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0642\u0637\u064a\u0629\u060c \u0648\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f. \u0643\u0645\u0627 \u064a\u064f\u0645\u0643\u0646\u0647 \u062a\u062d\u0648\u064a\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a 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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 \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u063a\u064a\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\u0639\u0645 \u0623\u0643\u062b\u0631 \u0645\u0646 450 \u062a\u0646\u0633\u064a\u0642\u064b\u0627 \u0648\u0646\u0638\u0627\u0645\u064b\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u062f\u0645 \u0623\u062f\u0627\u0629 \u0625\u0646\u0634\u0627\u0621 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0633\u062d\u0628 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400;\">\u0627\u0644\u0639\u0646\u0648\u0627\u0646: \u062c\u0646\u0627\u062d \u0661\u0662\u0660\u0660 \u2013 \u0669\u0666\u0663\u0669 \u0634\u0627\u0631\u0639 \u0661\u0663\u0667\u0623\u060c \u0633\u0627\u0631\u064a\u060c \u0643\u0648\u0644\u0648\u0645\u0628\u064a\u0627 \u0627\u0644\u0628\u0631\u064a\u0637\u0627\u0646\u064a\u0629\u060c \u0643\u0646\u062f\u0627 V3T 0M1<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0647\u0627\u062a\u0641: +1 604 501 9985<\/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\/safesoftware<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0648\u064a\u062a\u0631: x.com\/SafeSoftware<\/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\/safesoftware<\/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;\">\u062a\u064f\u062d\u062f\u062b \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0628\u0631\u0627\u0645\u062c \u0627\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 \u062a\u063a\u064a\u064a\u0631\u064b\u0627 \u0633\u0631\u064a\u0639\u064b\u0627 \u0641\u064a \u0643\u064a\u0641\u064a\u0629 \u062c\u0645\u0639 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0648\u0627\u0644\u062a\u0635\u0631\u0641 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u064a\u0647\u0627. 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Modern geospatial analytics software now includes AI capabilities that can automatically detect objects, classify land use, monitor environmental changes, and extract patterns from massive datasets. From satellite imagery and drone data to sensor networks and 3D mapping, AI enhances how organizations across agriculture, 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