{"id":180285,"date":"2025-08-20T15:35:49","date_gmt":"2025-08-20T15:35:49","guid":{"rendered":"https:\/\/flypix.ai\/?p=180285"},"modified":"2025-08-20T15:35:52","modified_gmt":"2025-08-20T15:35:52","slug":"geospatial-data-visualization-tools","status":"publish","type":"post","link":"https:\/\/flypix.ai\/hi\/geospatial-data-visualization-tools\/","title":{"rendered":"\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u0915\u0947 \u0932\u093f\u090f \u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928 \u0909\u092a\u0915\u0930\u0923"},"content":{"rendered":"<p>\u0938\u091a \u0915\u0939\u0947\u0902 \u0924\u094b, \u092a\u0939\u0932\u0940 \u0928\u091c\u093c\u0930 \u092e\u0947\u0902 \u0915\u091a\u094d\u091a\u093e \u0932\u094b\u0915\u0947\u0936\u0928 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\u0932\u093f\u090f \u092e\u094c\u091c\u0942\u0926 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0938\u094d\u0924\u0941 \u092a\u0939\u091a\u093e\u0928, \u0935\u093f\u092d\u093e\u091c\u0928, \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0914\u0930 \u0935\u093f\u0938\u0902\u0917\u0924\u093f \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0928\u094b-\u0915\u094b\u0921 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e<\/li>\n\n\n\n<li>\u0909\u092a\u0917\u094d\u0930\u0939, \u0921\u094d\u0930\u094b\u0928, LiDAR, \u0939\u093e\u0907\u092a\u0930\u0938\u094d\u092a\u0947\u0915\u094d\u091f\u094d\u0930\u0932 \u0914\u0930 SAR \u0907\u092e\u0947\u091c\u0930\u0940 \u0915\u0947 \u0932\u093f\u090f \u0938\u092e\u0930\u094d\u0925\u0928<\/li>\n\n\n\n<li>\u0930\u0940\u092f\u0932-\u091f\u093e\u0907\u092e \u0921\u0948\u0936\u092c\u094b\u0930\u094d\u0921, \u0939\u0940\u091f\u092e\u0948\u092a \u0914\u0930 \u0921\u0947\u091f\u093e \u0928\u093f\u0930\u094d\u092f\u093e\u0924<\/li>\n\n\n\n<li>\u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f\u093f\u0935 \u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u0915\u0947 \u0938\u093e\u0925 \u0915\u0938\u094d\u091f\u092e AI \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0909\u092a\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u090f\u0902\u091f\u0930\u092a\u094d\u0930\u093e\u0907\u091c\u093c \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f API \u0914\u0930 \u0935\u094d\u0939\u093e\u0907\u091f-\u0932\u0947\u092c\u0932 \u0938\u092e\u0930\u094d\u0925\u0928<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0947\u0935\u093e\u090f\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092d\u0942\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u0938\u094d\u0924\u0941 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e \u0914\u0930 \u0938\u094d\u0925\u093e\u0928\u0940\u092f\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u091b\u0935\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0914\u0930 \u0935\u093f\u0938\u0902\u0917\u0924\u093f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e<\/li>\n\n\n\n<li>\u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u092f\u093e \u0918\u091f\u0928\u093e\u0913\u0902 \u0915\u0940 \u0938\u092e\u092f-\u0906\u0927\u093e\u0930\u093f\u0924 \u091f\u094d\u0930\u0948\u0915\u093f\u0902\u0917<\/li>\n\n\n\n<li>\u0935\u093f\u091c\u093c\u0941\u0905\u0932 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u0915\u0938\u094d\u091f\u092e AI \u092e\u0949\u0921\u0932 \u0928\u093f\u0930\u094d\u092e\u093e\u0923<\/li>\n\n\n\n<li>\u091c\u0940\u0906\u0908\u090f\u0938 \u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u090f\u0915\u0940\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u0939\u0940\u091f\u092e\u0948\u092a \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0914\u0930 \u0921\u0947\u091f\u093e \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: <a href=\"https:\/\/flypix.ai\/hi\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938.ai<\/a><\/li>\n\n\n\n<li>\u092a\u0924\u093e: \u0930\u0949\u092c\u0930\u094d\u091f-\u092c\u0949\u0936-\u0938\u094d\u091f\u094d\u0930\u0940\u091f 7, 64293 \u0921\u093e\u0930\u094d\u092e\u0938\u094d\u091f\u093e\u091f, \u091c\u0930\u094d\u092e\u0928\u0940<\/li>\n\n\n\n<li>\u092b\u093c\u094b\u0928: +49 6151 2776497<\/li>\n\n\n\n<li>\u0908\u092e\u0947\u0932: <a href=\"mailto:info@flypix.ai\" target=\"_blank\" rel=\"noreferrer noopener\">info@flypix.ai<\/a><\/li>\n\n\n\n<li>\u0932\u093f\u0902\u0915\u094d\u0921\u0907\u0928: <a href=\"https:\/\/www.linkedin.com\/company\/flypix-ai\" target=\"_blank\" rel=\"noreferrer noopener\">www.linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"230\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-1024x230.png\" alt=\"\" class=\"wp-image-156000\" style=\"width:263px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-1024x230.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-300x68.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-768x173.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u092e\u0948\u092a\u092c\u0949\u0915\u094d\u0938<\/h2>\n\n\n\n<p>\u092e\u0948\u092a\u092c\u0949\u0915\u094d\u0938 \u0906\u092a\u0915\u094b \u0915\u0938\u094d\u091f\u092e, \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f\u093f\u0935 \u092e\u0948\u092a \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u091c\u093c\u0930\u0942\u0930\u0940 \u091a\u0940\u091c\u093c\u0947\u0902 \u0926\u0947\u0924\u093e \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0910\u092a\u094d\u0938, \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u092f\u093e \u092f\u0939\u093e\u0901 \u0924\u0915 \u0915\u093f \u092a\u0942\u0930\u0947 \u0928\u0947\u0935\u093f\u0917\u0947\u0936\u0928 \u0938\u093f\u0938\u094d\u091f\u092e \u092e\u0947\u0902 \u092d\u0940 \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0914\u0930 \u0921\u093f\u091c\u093c\u093e\u0907\u0928\u0930 \u0907\u0938\u0947 \u0907\u0938\u0932\u093f\u090f \u092a\u0938\u0902\u0926 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u0906\u092a \u0932\u0917\u092d\u0917 \u0939\u0930 \u0935\u093f\u091c\u093c\u0941\u0905\u0932 \u0935\u093f\u0935\u0930\u0923 \u0915\u094b \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u092b\u093f\u0930 \u092d\u0940 \u091f\u094d\u0930\u0948\u092b\u093c\u093f\u0915 \u092f\u093e \u0932\u094b\u0915\u0947\u0936\u0928 \u0905\u092a\u0921\u0947\u091f \u091c\u0948\u0938\u0947 \u0930\u0940\u092f\u0932-\u091f\u093e\u0907\u092e \u0921\u0947\u091f\u093e \u0915\u094b \u092c\u093f\u0928\u093e \u0915\u093f\u0938\u0940 \u0936\u0941\u0930\u0941\u0906\u0924 \u0915\u0947 \u092a\u094d\u0932\u0917 \u0907\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p>\u0909\u0928\u0915\u0947 \u092a\u093e\u0938 SDK \u0914\u0930 API \u0939\u0948\u0902 \u091c\u094b \u0935\u0947\u092c, Android \u0914\u0930 iOS \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0907\u0938\u0932\u093f\u090f \u0906\u092a \u091c\u094b \u092d\u0940 \u092c\u0928\u093e \u0930\u0939\u0947 \u0939\u0948\u0902, \u0909\u0938\u0915\u0947 \u0932\u093f\u090f \u0938\u092a\u094b\u0930\u094d\u091f \u092e\u094c\u091c\u0942\u0926 \u0939\u0948\u0964 \u0905\u0917\u0930 \u0906\u092a \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u0915\u0947 \u092e\u0948\u092a\u093f\u0902\u0917 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u092e\u0948\u0928\u0947\u091c \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902 \u092f\u093e \u0905\u092a\u0928\u0947 \u092c\u094d\u0930\u093e\u0902\u0921 \u0938\u0947 \u092e\u0947\u0932 \u0916\u093e\u0924\u093e \u090f\u0915 \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u092e\u0948\u092a \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u092c\u0928\u093e\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b Mapbox Studio \u0906\u092a\u0915\u094b \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093e \u0915\u093e\u092e \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u0940 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u092c\u0915\u093f \u092c\u093e\u0915\u0940 \u0915\u093e\u092e \u092a\u0930\u094d\u0926\u0947 \u0915\u0947 \u092a\u0940\u091b\u0947 \u091a\u0932\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092e\u0948\u092a\u092c\u0949\u0915\u094d\u0938 \u0938\u094d\u091f\u0942\u0921\u093f\u092f\u094b \u0915\u0947 \u0938\u093e\u0925 \u0915\u0938\u094d\u091f\u092e \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0938\u094d\u091f\u093e\u0907\u0932\u093f\u0902\u0917<\/li>\n\n\n\n<li>\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0921\u0947\u091f\u093e \u0913\u0935\u0930\u0932\u0947 \u0914\u0930 \u0932\u093e\u0907\u0935 \u0905\u092a\u0921\u0947\u091f<\/li>\n\n\n\n<li>\u0935\u0947\u092c, iOS \u0914\u0930 Android \u0915\u0947 \u0932\u093f\u090f SDK \u0914\u0930 API<\/li>\n\n\n\n<li>\u0909\u091a\u094d\u091a-\u092e\u093e\u0924\u094d\u0930\u093e \u091f\u093e\u0907\u0932 \u0930\u0947\u0902\u0921\u0930\u093f\u0902\u0917 \u0914\u0930 \u0939\u094b\u0938\u094d\u091f\u093f\u0902\u0917<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0947\u0935\u093e\u090f\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0921\u093f\u091c\u093e\u0907\u0928 \u0914\u0930 \u0939\u094b\u0938\u094d\u091f\u093f\u0902\u0917<\/li>\n\n\n\n<li>\u0928\u0947\u0935\u093f\u0917\u0947\u0936\u0928 \u0914\u0930 \u0930\u0942\u091f\u093f\u0902\u0917 API<\/li>\n\n\n\n<li>\u091c\u093f\u092f\u094b\u0915\u094b\u0921\u093f\u0902\u0917 \u0914\u0930 \u0916\u094b\u091c<\/li>\n\n\n\n<li>\u092f\u093e\u0924\u093e\u092f\u093e\u0924 \u0914\u0930 \u0917\u0924\u093f\u0936\u0940\u0932\u0924\u093e \u0921\u0947\u091f\u093e \u0938\u0947\u0935\u093e\u090f\u0901<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: www.mapbox.com<\/li>\n\n\n\n<li>\u0932\u093f\u0902\u0915\u094d\u0921\u0907\u0928: www.linkedin.com\/company\/mapbox<\/li>\n\n\n\n<li>\u091f\u094d\u0935\u093f\u091f\u0930: x.com\/mapbox<\/li>\n\n\n\n<li>\u0907\u0902\u0938\u094d\u091f\u093e\u0917\u094d\u0930\u093e\u092e: www.instagram.com\/mapbox<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"460\" height=\"180\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/CARTO.png\" alt=\"\" class=\"wp-image-170402\" style=\"width:229px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/CARTO.png 460w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/CARTO-300x117.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/CARTO-18x7.png 18w\" sizes=\"(max-width: 460px) 100vw, 460px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u0915\u093e\u0930\u094d\u091f\u094b<\/h2>\n\n\n\n<p>CARTO \u0909\u0928 \u0932\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 GIS \u0915\u0940 \u0921\u093f\u0917\u094d\u0930\u0940 \u0915\u0947 \u092c\u093f\u0928\u093e \u092d\u0940 \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0915\u0940 \u091c\u093c\u0930\u0942\u0930\u0924 \u0939\u0948\u0964 \u092f\u0939 \u090f\u0915 \u0915\u094d\u0932\u093e\u0909\u0921-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0939\u0948 \u091c\u0939\u093e\u0901 \u0906\u092a \u0905\u092a\u0928\u0947 \u092c\u094d\u0930\u093e\u0909\u091c\u093c\u0930 \u092e\u0947\u0902 \u0939\u0940 \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0905\u092a\u0928\u0947 \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u092a\u0948\u091f\u0930\u094d\u0928 \u0922\u0942\u0902\u0922 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 BigQuery, Redshift \u0914\u0930 Snowflake \u091c\u0948\u0938\u0947 \u091f\u0942\u0932\u094d\u0938 \u0938\u0947 \u091c\u0941\u0921\u093c\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0906\u092a \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u092c\u093f\u0928\u093e \u0915\u093f\u0938\u0940 \u092e\u093e\u0907\u0917\u094d\u0930\u0947\u091f\u093f\u0902\u0917 \u091d\u0902\u091d\u091f \u0915\u0947 \u0909\u0928\u0915\u0947 \u0938\u093e\u0925 \u0915\u093e\u092e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p>\u0906\u092a\u0915\u094b \u0921\u094d\u0930\u0948\u0917-\u090f\u0902\u0921-\u0921\u094d\u0930\u0949\u092a \u092e\u0948\u092a \u092c\u093f\u0932\u094d\u0921\u0930, \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0914\u0930 \u091c\u093c\u0930\u0942\u0930\u0924 \u092a\u0921\u093c\u0928\u0947 \u092a\u0930 \u0915\u0938\u094d\u091f\u092e \u0910\u092a\u094d\u0938 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f API \u092e\u093f\u0932\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0905\u0932\u093e\u0935\u093e, \u0921\u0947\u091f\u093e \u0911\u092c\u094d\u091c\u093c\u0930\u094d\u0935\u0947\u091f\u0930\u0940 \u092d\u0940 \u0939\u0948, \u091c\u094b \u0906\u092a\u0915\u094b \u091c\u0928\u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940, \u0917\u0924\u093f\u0936\u0940\u0932\u0924\u093e \u0914\u0930 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923\u0940\u092f \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u091c\u0948\u0938\u0947 \u0922\u0947\u0930\u094b\u0902 \u0938\u093e\u0930\u094d\u0935\u091c\u0928\u093f\u0915 \u0914\u0930 \u0928\u093f\u091c\u0940 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0924\u0915 \u092a\u0939\u0941\u0901\u091a \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964 \u092f\u0939 \u0938\u092d\u0940 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u0948 - \u0916\u0941\u0926\u0930\u093e, \u0930\u0938\u0926, \u0936\u0939\u0930\u0940 \u0928\u093f\u092f\u094b\u091c\u0928 - \u0906\u092a \u0928\u093e\u092e \u092c\u0924\u093e\u0907\u090f\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0914\u0930 \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u091c\u093c\u0941\u0905\u0932 \u092c\u093f\u0932\u094d\u0921\u0930<\/li>\n\n\n\n<li>\u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b<\/li>\n\n\n\n<li>\u0938\u093e\u0930\u094d\u0935\u091c\u0928\u093f\u0915 \u0914\u0930 \u0928\u093f\u091c\u0940 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0938\u093e\u0925 \u0921\u0947\u091f\u093e \u0935\u0947\u0927\u0936\u093e\u0932\u093e<\/li>\n\n\n\n<li>\u0909\u0928\u094d\u0928\u0924 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f deck.gl \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u092a\u094d\u0930\u092e\u0941\u0916 \u0921\u0947\u091f\u093e \u0935\u0947\u092f\u0930\u0939\u093e\u0909\u0938 \u0915\u0947 \u0932\u093f\u090f \u0915\u094d\u0932\u093e\u0909\u0921-\u0928\u0947\u091f\u093f\u0935 \u0938\u092e\u0930\u094d\u0925\u0928<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0947\u0935\u093e\u090f\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0938\u0902\u0935\u0930\u094d\u0927\u0928 \u0914\u0930 \u090f\u0915\u0940\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f\u093f\u0935 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0914\u0930 \u0921\u0948\u0936\u092c\u094b\u0930\u094d\u0921 \u0935\u093f\u0915\u093e\u0938<\/li>\n\n\n\n<li>\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0915\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928<\/li>\n\n\n\n<li>\u0915\u0938\u094d\u091f\u092e \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u0935\u0932\u092a\u0930 \u0909\u092a\u0915\u0930\u0923 \u0914\u0930 API<\/li>\n\n\n\n<li>\u090f\u0902\u091f\u0930\u092a\u094d\u0930\u093e\u0907\u091c\u093c \u092a\u0930\u093f\u0935\u0947\u0936\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u092a\u0930\u093f\u0928\u093f\u092f\u094b\u091c\u0928<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: carto.com<\/li>\n\n\n\n<li>\u0932\u093f\u0902\u0915\u094d\u0921\u0907\u0928: www.linkedin.com\/company\/carto<\/li>\n\n\n\n<li>\u091f\u094d\u0935\u093f\u091f\u0930: x.com\/CARTO<\/li>\n\n\n\n<li>\u092b\u0947\u0938\u092c\u0941\u0915: www.facebook.com\/CartoDB<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"959\" height=\"494\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/ArcGIS-Online.png\" alt=\"\" class=\"wp-image-170476\" style=\"width:226px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/ArcGIS-Online.png 959w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/ArcGIS-Online-300x155.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/ArcGIS-Online-768x396.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/ArcGIS-Online-18x9.png 18w\" sizes=\"(max-width: 959px) 100vw, 959px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u0906\u0930\u094d\u0915\u091c\u0940\u0906\u0908\u090f\u0938 \u0911\u0928\u0932\u093e\u0907\u0928<\/h2>\n\n\n\n<p>ArcGIS \u0911\u0928\u0932\u093e\u0907\u0928, Esri \u0915\u093e \u0915\u094d\u0932\u093e\u0909\u0921-\u0906\u0927\u093e\u0930\u093f\u0924 \u092e\u0948\u092a\u093f\u0902\u0917 \u091f\u0942\u0932 \u0939\u0948, \u091c\u094b \u0909\u0928 \u0932\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092c\u0928\u093e\u092f\u093e \u0917\u092f\u093e \u0939\u0948 \u091c\u094b \u092d\u093e\u0930\u0940-\u092d\u0930\u0915\u092e \u0921\u0947\u0938\u094d\u0915\u091f\u0949\u092a \u0938\u0949\u092b\u093c\u094d\u091f\u0935\u0947\u092f\u0930 \u0915\u093e \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0915\u093f\u090f \u092c\u093f\u0928\u093e \u092a\u0947\u0936\u0947\u0935\u0930 \u0926\u093f\u0916\u0928\u0947 \u0935\u093e\u0932\u0947 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0926\u0943\u0936\u094d\u092f \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u0906\u092a \u0905\u092a\u0928\u0947 \u092c\u094d\u0930\u093e\u0909\u091c\u093c\u0930 \u0938\u0947 \u0939\u0940 \u0905\u092a\u0928\u0940 \u0921\u0947\u091f\u093e \u0932\u0947\u092f\u0930\u094d\u0938 \u0905\u092a\u0932\u094b\u0921 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u092e\u0948\u092a \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0932\u093e\u0907\u0935 \u092b\u093c\u0940\u0921 \u0935\u093e\u0932\u0947 \u0921\u0948\u0936\u092c\u094b\u0930\u094d\u0921 \u0938\u0947\u091f \u0905\u092a \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0909\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u0948 \u091c\u0939\u093e\u0901 \u091a\u0940\u091c\u093c\u0947\u0902 \u0924\u0947\u091c\u093c\u0940 \u0938\u0947 \u0906\u0917\u0947 \u092c\u0922\u093c \u0930\u0939\u0940 \u0939\u0948\u0902, \u091c\u0948\u0938\u0947 \u0906\u092a\u0926\u093e \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u092f\u093e \u0938\u093e\u0930\u094d\u0935\u091c\u0928\u093f\u0915 \u0938\u0947\u0935\u093e\u090f\u0901, \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u092f\u0939 \u0930\u0940\u092f\u0932-\u091f\u093e\u0907\u092e \u0905\u092a\u0921\u0947\u091f \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0905\u0917\u0930 \u0906\u092a \u092a\u0939\u0932\u0947 \u0938\u0947 \u0939\u0940 \u0926\u0942\u0938\u0930\u0947 ArcGIS \u091f\u0942\u0932\u094d\u0938 \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902, \u0924\u094b \u092f\u0939 \u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u0907\u0902\u091f\u0940\u0917\u094d\u0930\u0947\u091f \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948 \u091c\u093f\u0938\u0938\u0947 \u0906\u092a\u0915\u0947 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b\u091c\u093c \u0915\u0928\u0947\u0915\u094d\u091f\u0947\u0921 \u0930\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u0905\u0917\u0930 \u0906\u092a \u0938\u092c \u0915\u0941\u091b \u0928\u090f \u0938\u093f\u0930\u0947 \u0938\u0947 \u092c\u0928\u093e\u0928\u093e \u0928\u0939\u0940\u0902 \u091a\u093e\u0939\u0924\u0947, \u0924\u094b \u0906\u092a \u0921\u0948\u0936\u092c\u094b\u0930\u094d\u0921 \u092f\u093e \u0938\u094d\u091f\u094b\u0930\u0940 \u092e\u0948\u092a \u0915\u0947 \u0932\u093f\u090f \u091f\u0947\u092e\u094d\u092a\u094d\u0932\u0947\u091f \u092d\u0940 \u091a\u0941\u0928 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0914\u0930 \u0905\u0917\u0930 \u0906\u092a\u0915\u0947 \u092a\u093e\u0920\u0915 \u091c\u093c\u094d\u092f\u093e\u0926\u093e \u0924\u0915\u0928\u0940\u0915\u0940 \u0928\u0939\u0940\u0902 \u0939\u0948\u0902, \u0924\u092c \u092d\u0940 \u092f\u0939 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u091c\u091f\u093f\u0932 \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u094b \u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u0938\u092e\u091d\u0928\u0947 \u092f\u094b\u0917\u094d\u092f \u0924\u0930\u0940\u0915\u0947 \u0938\u0947 \u092a\u094d\u0930\u0938\u094d\u0924\u0941\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c-\u0906\u0927\u093e\u0930\u093f\u0924 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0914\u0930 \u0921\u0948\u0936\u092c\u094b\u0930\u094d\u0921 \u0928\u093f\u0930\u094d\u092e\u093e\u0923<\/li>\n\n\n\n<li>\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0921\u0947\u091f\u093e \u090f\u0915\u0940\u0915\u0930\u0923 \u0914\u0930 \u0932\u093e\u0907\u0935 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u092b\u093c\u0940\u0921<\/li>\n\n\n\n<li>\u0938\u094d\u091f\u094b\u0930\u0940 \u092e\u0948\u092a \u0914\u0930 \u0921\u0948\u0936\u092c\u094b\u0930\u094d\u0921 \u0915\u0947 \u0932\u093f\u090f \u0905\u0902\u0924\u0930\u094d\u0928\u093f\u0939\u093f\u0924 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f<\/li>\n\n\n\n<li>\u0905\u0928\u094d\u092f ArcGIS \u0909\u0924\u094d\u092a\u093e\u0926\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0939\u091c \u090f\u0915\u0940\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924, \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u0915\u094d\u0932\u093e\u0909\u0921 \u0907\u0928\u094d\u092b\u094d\u0930\u093e\u0938\u094d\u091f\u094d\u0930\u0915\u094d\u091a\u0930<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0947\u0935\u093e\u090f\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0939\u094b\u0938\u094d\u091f\u093f\u0902\u0917 \u0914\u0930 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928<\/li>\n\n\n\n<li>\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0909\u092a\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u0938\u0902\u091a\u093e\u0932\u0928 \u0921\u0948\u0936\u092c\u094b\u0930\u094d\u0921 \u0914\u0930 \u0938\u094d\u091f\u094b\u0930\u0940 \u092e\u0948\u092a<\/li>\n\n\n\n<li>\u090f\u0902\u091f\u0930\u092a\u094d\u0930\u093e\u0907\u091c\u093c GIS \u0938\u092e\u093e\u0927\u093e\u0928 \u0914\u0930 \u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093e\u092a\u0915 \u0938\u0939\u093e\u092f\u0924\u093e<\/li>\n\n\n\n<li>\u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0915\u094d\u0932\u093e\u0909\u0921-\u0906\u0927\u093e\u0930\u093f\u0924 \u0938\u0939\u092f\u094b\u0917<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: www.esri.com\u00a0<\/li>\n\n\n\n<li>\u092a\u0924\u093e: 111 \u0921\u092c\u094d\u0932\u094d\u092f\u0942 \u0939\u093e\u0930\u094d\u092c\u0930 \u0921\u094d\u0930\u093e\u0907\u0935, \u0938\u0948\u0928 \u0921\u093f\u090f\u0917\u094b, \u0938\u0940\u090f 92101<\/li>\n\n\n\n<li>\u092b\u093c\u094b\u0928: +1 888 377 4576<\/li>\n\n\n\n<li>\u0908\u092e\u0947\u0932: accounts@esri.com<\/li>\n\n\n\n<li>\u0932\u093f\u0902\u0915\u094d\u0921\u0907\u0928: www.linkedin.com\/company\/esri<\/li>\n\n\n\n<li>\u091f\u094d\u0935\u093f\u091f\u0930: x.com\/Esri<\/li>\n\n\n\n<li>\u092b\u0947\u0938\u092c\u0941\u0915: www.facebook.com\/esrigis<\/li>\n\n\n\n<li>\u0907\u0902\u0938\u094d\u091f\u093e\u0917\u094d\u0930\u093e\u092e: www.instagram.com\/esrigram<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"764\" height=\"725\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Google-Earth-Engine.png\" alt=\"\" class=\"wp-image-168588\" style=\"width:165px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Google-Earth-Engine.png 764w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Google-Earth-Engine-300x285.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Google-Earth-Engine-13x12.png 13w\" sizes=\"(max-width: 764px) 100vw, 764px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u0917\u0942\u0917\u0932 \u0905\u0930\u094d\u0925 \u0907\u0902\u091c\u0928&nbsp;<\/h2>\n\n\n\n<p>\u0917\u0942\u0917\u0932 \u0905\u0930\u094d\u0925 \u0907\u0902\u091c\u0928 \u092e\u0942\u0932\u0924\u0903 \u0909\u092a\u0917\u094d\u0930\u0939 \u0907\u092e\u0947\u091c\u0930\u0940 \u0914\u0930 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u094d\u0932\u093e\u0909\u0921 \u092e\u0947\u0902 \u090f\u0915 \u0935\u093f\u0936\u093e\u0932 \u091f\u0942\u0932\u092c\u0949\u0915\u094d\u0938 \u0939\u0948\u0964 \u0905\u0917\u0930 \u0906\u092a\u0915\u094b \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0938\u0947 \u091c\u0941\u0921\u093c\u0947 \u092c\u0921\u093c\u0947 \u0938\u0935\u093e\u0932\u094b\u0902 \u0915\u0947 \u091c\u0935\u093e\u092c \u0926\u0947\u0928\u0947 \u0939\u0948\u0902, \u0924\u094b \u092f\u0939 \u090f\u0915 \u0910\u0938\u093e \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0939\u0948 \u091c\u094b \u0907\u0938\u0947 \u0938\u0902\u092d\u093e\u0932 \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0906\u092a\u0915\u094b \u0935\u0930\u094d\u0937\u094b\u0902 \u0915\u0947 \u0935\u0948\u0936\u094d\u0935\u093f\u0915 \u0909\u092a\u0917\u094d\u0930\u0939 \u0921\u0947\u091f\u093e \u0924\u0915 \u092a\u0939\u0941\u0901\u091a \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0906\u092a\u0915\u094b \u091c\u093e\u0935\u093e\u0938\u094d\u0915\u094d\u0930\u093f\u092a\u094d\u091f \u092f\u093e \u092a\u093e\u092f\u0925\u0928 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0906\u092a\u0915\u094b \u0905\u092a\u0928\u0947 \u0938\u0930\u094d\u0935\u0930 \u0938\u0947\u091f \u0905\u092a \u0915\u0930\u0928\u0947 \u092f\u093e \u0935\u093f\u0936\u093e\u0932 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u0938\u094d\u0925\u093e\u0928\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u0938\u0902\u0917\u094d\u0930\u0939\u0940\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0928\u0939\u0940\u0902 \u0939\u0948\u0964 \u092c\u0938 \u0932\u0949\u0917 \u0907\u0928 \u0915\u0930\u0947\u0902, \u0905\u092a\u0928\u0940 \u0938\u094d\u0915\u094d\u0930\u093f\u092a\u094d\u091f \u0932\u093f\u0916\u0947\u0902, \u0914\u0930 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0915\u094b \u0938\u0940\u0927\u0947 \u092c\u094d\u0930\u093e\u0909\u091c\u093c\u0930 \u092e\u0947\u0902 \u0926\u0947\u0916\u0947\u0902\u0964 \u092f\u0939 \u0915\u0943\u0937\u093f, \u0936\u0939\u0930\u0940 \u0935\u093f\u0915\u093e\u0938 \u0914\u0930 \u091c\u0932\u0935\u093e\u092f\u0941 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u091c\u0948\u0938\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0914\u0930 \u0921\u0947\u091f\u093e \u0935\u0948\u091c\u094d\u091e\u093e\u0928\u093f\u0915\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u0939\u0948\u0964 \u0905\u0902\u0924\u0930\u094d\u0928\u093f\u0939\u093f\u0924 \u091a\u093e\u0930\u094d\u091f \u0914\u0930 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u092a\u0942\u0930\u094d\u0935\u093e\u0935\u0932\u094b\u0915\u0928 \u091c\u091f\u093f\u0932 \u0915\u094b\u0921 \u0915\u094b \u0910\u0938\u0947 \u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u092c\u0926\u0932\u0928\u093e \u0906\u0938\u093e\u0928 \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0935\u093e\u0938\u094d\u0924\u0935 \u092e\u0947\u0902 \u090f\u0915 \u0915\u0939\u093e\u0928\u0940 \u092c\u0924\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0948\u0936\u094d\u0935\u093f\u0915 \u0909\u092a\u0917\u094d\u0930\u0939 \u0907\u092e\u0947\u091c\u0930\u0940 \u0938\u0902\u0917\u094d\u0930\u0939 \u0914\u0930 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0909\u092a\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u091c\u093e\u0935\u093e\u0938\u094d\u0915\u094d\u0930\u093f\u092a\u094d\u091f \u0914\u0930 \u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0915\u094b\u0921\u093f\u0902\u0917 \u090f\u092a\u0940\u0906\u0908<\/li>\n\n\n\n<li>\u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u091f\u093e\u0907\u0932\u094d\u0938 \u0914\u0930 \u091a\u093e\u0930\u094d\u091f \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0926\u0943\u0936\u094d\u092f \u0921\u0947\u091f\u093e \u0928\u093f\u0930\u094d\u092f\u093e\u0924<\/li>\n\n\n\n<li>\u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0905\u0902\u0924\u0930\u094d\u0928\u093f\u0939\u093f\u0924 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923\u0940\u092f \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f<\/li>\n\n\n\n<li>\u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0915\u094d\u0932\u093e\u0909\u0921-\u0938\u094d\u0915\u0947\u0932 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0947\u0935\u093e\u090f\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0909\u092a\u0917\u094d\u0930\u0939 \u0921\u0947\u091f\u093e \u0915\u093e \u0932\u094c\u0915\u093f\u0915 \u0914\u0930 \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/li>\n\n\n\n<li>\u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923\u0940\u092f \u092a\u094d\u0930\u0935\u0943\u0924\u094d\u0924\u093f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e \u0914\u0930 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0928\u093e<\/li>\n\n\n\n<li>\u0915\u0938\u094d\u091f\u092e \u0910\u092a\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u0940 API \u090f\u0915\u094d\u0938\u0947\u0938<\/li>\n\n\n\n<li>\u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f\u093f\u0935 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0921\u0948\u0936\u092c\u094b\u0930\u094d\u0921 \u0914\u0930 \u091f\u093e\u0907\u0932 \u0930\u0947\u0902\u0921\u0930\u093f\u0902\u0917<\/li>\n\n\n\n<li>Google \u0915\u094d\u0932\u093e\u0909\u0921 \u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0921\u0947\u091f\u093e \u0928\u093f\u0930\u094d\u092f\u093e\u0924 \u0915\u0930\u0928\u093e<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: earthengine.google.com<\/li>\n\n\n\n<li>\u092a\u0924\u093e: 111 8th Ave, \u0928\u094d\u092f\u0942\u092f\u0949\u0930\u094d\u0915, NY 10011<\/li>\n\n\n\n<li>\u0908\u092e\u0947\u0932: press@google.com<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"737\" height=\"170\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/DataBasin-e1755703988543.webp\" alt=\"\" class=\"wp-image-180287\" style=\"width:239px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/DataBasin-e1755703988543.webp 737w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/DataBasin-e1755703988543-300x69.webp 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/DataBasin-e1755703988543-18x4.webp 18w\" sizes=\"(max-width: 737px) 100vw, 737px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u0921\u0947\u091f\u093e\u092c\u0947\u0938<\/h2>\n\n\n\n<p>\u0921\u0947\u091f\u093e\u092c\u0947\u0938\u093f\u0928 \u090f\u0915 \u091c\u093c\u092e\u0940\u0928\u0940 \u0938\u094d\u0924\u0930 \u0915\u093e \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0939\u0948 \u091c\u094b \u0938\u0939\u092f\u094b\u0917 \u0915\u094b \u0938\u092c\u0938\u0947 \u0906\u0917\u0947 \u0930\u0916\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928, \u0938\u0902\u0930\u0915\u094d\u0937\u0923 \u0914\u0930 \u0917\u0948\u0930-\u0932\u093e\u092d\u0915\u093e\u0930\u0940 \u0938\u0902\u0938\u094d\u0925\u093e\u0913\u0902 \u092e\u0947\u0902 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0932\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0938\u093e\u091d\u093e \u0915\u0930\u0928\u0947, \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0913\u0935\u0930\u0932\u0947 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0905\u092a\u0928\u0947 \u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937\u094b\u0902 \u0915\u094b \u0935\u093f\u091c\u093c\u0941\u0905\u0932 \u0930\u0942\u092a \u0938\u0947 \u091a\u093f\u0939\u094d\u0928\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0907\u0938\u092e\u0947\u0902 \u0915\u094b\u0908 \u091a\u092e\u0915\u0926\u093e\u0930 \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0928\u0939\u0940\u0902 \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092f\u0939 \u0938\u092e\u0941\u0926\u093e\u092f-\u0906\u0927\u093e\u0930\u093f\u0924 GIS \u0915\u093e\u0930\u094d\u092f \u0915\u0947 \u0932\u093f\u090f \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092a\u094d\u0930\u091c\u093e\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u0935\u093f\u0924\u0930\u0923 \u0938\u0947 \u0932\u0947\u0915\u0930 \u092d\u0942\u092e\u093f \u0909\u092a\u092f\u094b\u0917 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0914\u0930 \u091c\u0932\u0917\u094d\u0930\u0939\u0923 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0940 \u0938\u0940\u092e\u093e\u0913\u0902 \u0924\u0915, \u0939\u0930 \u091a\u0940\u091c\u093c \u0915\u094b \u0938\u094d\u0924\u0930\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u0938\u093e\u0925 \u0939\u0940 \u0905\u092a\u0928\u0947 \u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937\u094b\u0902 \u0915\u094b \u0926\u0942\u0938\u0930\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u093e\u091d\u093e \u092d\u0940 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0906\u092a \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u094d\u0930\u0915\u093e\u0936\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930\u094b\u0902 \u092a\u0930 \u091f\u093f\u092a\u094d\u092a\u0923\u0940 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u0905\u0917\u0930 \u0907\u0938\u0938\u0947 \u0906\u092a\u0915\u0947 \u0915\u093e\u092e \u0915\u094b \u0906\u0917\u0947 \u092c\u0922\u093c\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948, \u0924\u094b \u0915\u093f\u0938\u0940 \u0914\u0930 \u0915\u0947 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0915\u094b \u092b\u093c\u0949\u0930\u094d\u0915 \u092d\u0940 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u090f\u0915 \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u0935\u093f\u0915\u0932\u094d\u092a \u0939\u0948 \u091c\u092c \u0916\u0941\u0932\u093e\u092a\u0928 \u0914\u0930 \u0938\u093e\u091d\u093e \u091c\u094d\u091e\u093e\u0928 \u0906\u0915\u0930\u094d\u0937\u0915 \u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u0938\u0947 \u091c\u093c\u094d\u092f\u093e\u0926\u093e \u092e\u093e\u092f\u0928\u0947 \u0930\u0916\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0938\u093e\u0930\u094d\u0935\u091c\u0928\u093f\u0915 \u0914\u0930 \u0928\u093f\u091c\u0940 \u091c\u0940\u0906\u0908\u090f\u0938 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0938\u093e\u091d\u093e\u0915\u0930\u0923 \u092a\u094b\u0930\u094d\u091f\u0932<\/li>\n\n\n\n<li>\u090f\u0928\u094b\u091f\u0947\u0936\u0928 \u091f\u0942\u0932 \u0915\u0947 \u0938\u093e\u0925 \u0938\u094d\u0924\u0930\u093f\u0924 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928<\/li>\n\n\n\n<li>\u0938\u0939\u092f\u094b\u0917-\u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u094d\u0930\u0915\u093e\u0936\u0928<\/li>\n\n\n\n<li>\u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923\u0940\u092f \u0921\u0947\u091f\u093e \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u0938\u092e\u0941\u0926\u093e\u092f-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u0939\u0941\u0901\u091a \u0914\u0930 \u0938\u093e\u091d\u093e\u0915\u0930\u0923<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0947\u0935\u093e\u090f\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0939\u094b\u0938\u094d\u091f\u093f\u0902\u0917 \u0914\u0930 \u0938\u0902\u0938\u094d\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u0938\u0939\u092f\u094b\u0917\u093e\u0924\u094d\u092e\u0915 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930\u0923 \u0914\u0930 \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928<\/li>\n\n\n\n<li>\u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923\u0940\u092f \u0921\u0947\u091f\u093e \u090f\u0915\u0940\u0915\u0930\u0923 \u0914\u0930 \u0938\u0902\u0930\u0915\u094d\u0937\u0923<\/li>\n\n\n\n<li>\u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e-\u0906\u0927\u093e\u0930\u093f\u0924 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0928\u093f\u0930\u094d\u092f\u093e\u0924 \u0914\u0930 \u092e\u0941\u0926\u094d\u0930\u0923<\/li>\n\n\n\n<li>\u0938\u093e\u091d\u093e \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0938\u093e\u0930\u094d\u0935\u091c\u0928\u093f\u0915 \u0930\u093f\u092a\u0949\u091c\u093f\u091f\u0930\u0940 \u0924\u0915 \u092a\u0939\u0941\u0902\u091a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: database.org<\/li>\n\n\n\n<li>\u0908-\u092e\u0947\u0932: databasin@consbio.org<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"513\" height=\"123\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/12\/zeemaps.png\" alt=\"\" class=\"wp-image-171746\" style=\"width:244px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/12\/zeemaps.png 513w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/12\/zeemaps-300x72.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/12\/zeemaps-18x4.png 18w\" sizes=\"(max-width: 513px) 100vw, 513px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">7. \u091c\u093c\u0940\u092e\u0948\u092a\u094d\u0938<\/h2>\n\n\n\n<p>\u091c\u093c\u0940\u092e\u0948\u092a\u094d\u0938 \u0909\u0928 \u091f\u0942\u0932\u094d\u0938 \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0939\u0948 \u091c\u094b \u0924\u092c \u090f\u0915\u0926\u092e \u0938\u0939\u0940 \u0939\u0948 \u091c\u092c \u0906\u092a \u092c\u093f\u0928\u093e \u0915\u093f\u0938\u0940 \u091c\u091f\u093f\u0932 \u091c\u0940\u0906\u0908\u090f\u0938 \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u0915\u0947, \u092c\u0938 \u090f\u0915 \u0928\u0915\u094d\u0936\u093e \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0915\u0947 \u0909\u0938\u0947 \u091c\u0932\u094d\u0926\u0940 \u0938\u0947 \u091a\u0932\u093e\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u0906\u092a \u090f\u0915 \u0938\u094d\u092a\u094d\u0930\u0947\u0921\u0936\u0940\u091f \u0905\u092a\u0932\u094b\u0921 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0928\u0915\u094d\u0936\u0947 \u092a\u0930 \u092a\u093f\u0928 \u0932\u0917\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0930\u0902\u0917\u094b\u0902 \u0915\u094b \u0915\u094b\u0921 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0909\u0938\u0947 \u0905\u092a\u0928\u0940 \u091f\u0940\u092e \u092f\u093e \u0915\u094d\u0932\u093e\u0907\u0902\u091f\u094d\u0938 \u0915\u0947 \u0938\u093e\u0925 \u0938\u093e\u091d\u093e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0947 \u0938\u0930\u0932\u0924\u093e \u0915\u0947 \u0932\u093f\u090f \u092c\u0928\u093e\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u0914\u0930 \u0938\u091a \u0915\u0939\u0942\u0901 \u0924\u094b, \u092f\u0939\u0940 \u092c\u093e\u0924 \u0907\u0938\u0947 \u0917\u0948\u0930-\u0924\u0915\u0928\u0940\u0915\u0940 \u0932\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0907\u0924\u0928\u093e \u0909\u092a\u092f\u094b\u0917\u0940 \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u091a\u093e\u0939\u0947 \u0906\u092a \u0915\u094b\u0908 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0930\u092e \u0906\u092f\u094b\u091c\u093f\u0924 \u0915\u0930 \u0930\u0939\u0947 \u0939\u094b\u0902, \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u092a\u0930 \u0928\u091c\u093c\u0930 \u0930\u0916 \u0930\u0939\u0947 \u0939\u094b\u0902, \u092f\u093e \u0921\u093f\u0932\u0940\u0935\u0930\u0940 \u0930\u0942\u091f \u0915\u0940 \u092f\u094b\u091c\u0928\u093e \u092c\u0928\u093e \u0930\u0939\u0947 \u0939\u094b\u0902, Zeemaps \u090f\u0915 \u0935\u093f\u091c\u093c\u0941\u0905\u0932 \u092a\u094d\u0932\u093e\u0928 \u092c\u0928\u093e\u0928\u093e \u0906\u0938\u093e\u0928 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u092e\u0947\u0902 \u0915\u0941\u091b \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901 \u092d\u0940 \u0939\u0948\u0902, \u091c\u0948\u0938\u0947 \u0905\u092a\u0928\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0928\u093e, \u092e\u093e\u0930\u094d\u0915\u0930\u094b\u0902 \u092e\u0947\u0902 \u0928\u094b\u091f\u094d\u0938 \u091c\u094b\u0921\u093c\u0928\u093e, \u092f\u093e \u092e\u0948\u092a \u0915\u094b \u092a\u094d\u0930\u093f\u0902\u091f \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f PDF \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u090f\u0915\u094d\u0938\u092a\u094b\u0930\u094d\u091f \u0915\u0930\u0928\u093e\u0964 \u092f\u0939 \u0938\u0930\u0932 \u0939\u0948, \u092c\u094d\u0930\u093e\u0909\u091c\u093c\u0930 \u092e\u0947\u0902 \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948, \u0914\u0930 \u092c\u093f\u0928\u093e \u0915\u093f\u0938\u0940 \u092a\u0930\u0947\u0936\u093e\u0928\u0940 \u0915\u0947 \u0915\u093e\u092e \u092a\u0942\u0930\u093e \u0915\u0930 \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0938\u094d\u092a\u094d\u0930\u0947\u0921\u0936\u0940\u091f \u0914\u0930 \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u0921\u0947\u091f\u093e \u0905\u092a\u0932\u094b\u0921<\/li>\n\n\n\n<li>\u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u092f\u094b\u0917\u094d\u092f \u092e\u093e\u0930\u094d\u0915\u0930 \u0914\u0930 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0938\u0940\u092e\u093e\u090f\u0901<\/li>\n\n\n\n<li>\u0905\u0928\u0941\u092e\u0924\u093f \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u0923\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u093e\u091d\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f\u093f\u0935 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930<\/li>\n\n\n\n<li>\u092a\u0940\u0921\u0940\u090f\u092b \u0928\u093f\u0930\u094d\u092f\u093e\u0924 \u0914\u0930 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u092e\u0941\u0926\u094d\u0930\u0923 \u0909\u092a\u0915\u0930\u0923<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0947\u0935\u093e\u090f\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c-\u0906\u0927\u093e\u0930\u093f\u0924 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0914\u0930 \u0939\u094b\u0938\u094d\u091f\u093f\u0902\u0917<\/li>\n\n\n\n<li>\u0938\u0939\u092f\u094b\u0917\u093e\u0924\u094d\u092e\u0915 \u0938\u0902\u092a\u093e\u0926\u0928 \u0914\u0930 \u090f\u0928\u094b\u091f\u0947\u0936\u0928<\/li>\n\n\n\n<li>\u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0914\u0930 \u0938\u0940\u092e\u093e \u0938\u0947\u091f\u0905\u092a<\/li>\n\n\n\n<li>\u092e\u0941\u0926\u094d\u0930\u0923 \u0914\u0930 \u0928\u093f\u0930\u094d\u092f\u093e\u0924 \u0915\u0947 \u0932\u093f\u090f \u0924\u0948\u092f\u093e\u0930 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0928\u093f\u0930\u094d\u092e\u093e\u0923<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: www.zeemaps.com<\/li>\n\n\n\n<li>\u092a\u0924\u093e: 21060 \u0939\u094b\u092e\u0938\u094d\u091f\u0940\u0921 \u0930\u094b\u0921, \u0938\u0941\u0907\u091f 150, \u0915\u094d\u092f\u0942\u092a\u0930\u094d\u091f\u093f\u0928\u094b, \u0938\u0940\u090f 95014, \u092f\u0942\u090f\u0938\u090f<\/li>\n\n\n\n<li>\u092b\u093c\u094b\u0928: +44 (20) 80445196<\/li>\n\n\n\n<li>\u0908-\u092e\u0947\u0932: info@zeemaps.com<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"900\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp.jpg\" alt=\"\" class=\"wp-image-168944\" style=\"width:157px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp.jpg 900w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-768x768.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-12x12.jpg 12w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-700x700.jpg 700w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8. \u091c\u093f\u092f\u094b\u092e\u0948\u092a\u0910\u092a<\/h2>\n\n\n\n<p>\u091c\u093f\u092f\u094b\u092e\u0948\u092a\u0910\u092a \u090f\u0915 \u0921\u0947\u0938\u094d\u0915\u091f\u0949\u092a \u091f\u0942\u0932 \u0939\u0948 \u091c\u094b \u092d\u0942\u0935\u0948\u091c\u094d\u091e\u093e\u0928\u093f\u0915\u094b\u0902 \u0914\u0930 \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u092c\u0928\u093e\u092f\u093e \u0917\u092f\u093e \u0939\u0948 \u091c\u094b \u0917\u0939\u0930\u0947 \u0938\u092e\u0941\u0926\u094d\u0930 \u0914\u0930 \u092a\u0943\u0925\u094d\u0935\u0940 \u0935\u093f\u091c\u094d\u091e\u093e\u0928 \u0915\u0947 \u0921\u0947\u091f\u093e \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0905\u0917\u0930 \u0906\u092a \u092c\u093e\u0925\u093f\u092e\u0947\u091f\u094d\u0930\u093f\u0915 \u0915\u0902\u091f\u0942\u0930, \u092d\u0942\u0915\u0902\u092a\u0940\u092f \u0917\u0924\u093f\u0935\u093f\u0927\u093f \u092f\u093e \u092d\u0942\u0935\u0948\u091c\u094d\u091e\u093e\u0928\u093f\u0915 \u092a\u0930\u0924\u094b\u0902 \u091c\u0948\u0938\u0940 \u091a\u0940\u091c\u093c\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0940 \u0915\u094b\u0936\u093f\u0936 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902, \u0924\u094b \u092f\u0939 \u0910\u092a \u0906\u092a\u0915\u094b \u0907\u0928 \u0938\u092c\u0915\u093e \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0908 \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u091f\u0942\u0932 \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0915\u094b\u0908 \u092c\u0939\u0941\u0924 \u0906\u0915\u0930\u094d\u0937\u0915 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0928\u0939\u0940\u0902 \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0938\u092e\u0941\u0926\u094d\u0930\u0940 \u0914\u0930 \u092d\u0942\u0935\u0948\u091c\u094d\u091e\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f, \u0907\u0938\u092e\u0947\u0902 \u0917\u0939\u0930\u093e\u0908 \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0906\u092a \u0915\u094d\u0930\u0949\u0938-\u0938\u0947\u0915\u094d\u0936\u0928 \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0921\u0947\u091f\u093e \u0915\u0940 \u092a\u0930\u0924\u0947\u0902 \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u0936\u094b\u0927\u092a\u0924\u094d\u0930\u094b\u0902 \u092f\u093e \u092a\u094d\u0930\u0938\u094d\u0924\u0941\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u092c \u0915\u0941\u091b \u0909\u091a\u094d\u091a-\u0930\u093f\u091c\u093c\u0949\u0932\u094d\u092f\u0942\u0936\u0928 \u092e\u0947\u0902 \u0928\u093f\u0930\u094d\u092f\u093e\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930\u0923 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0936\u0948\u0915\u094d\u0937\u0923\u093f\u0915 \u0914\u0930 \u0936\u094b\u0927 \u0938\u0902\u092c\u0902\u0927\u0940 \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u0932\u093f\u090f \u0905\u0927\u093f\u0915 \u092c\u0928\u093e\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092f\u0926\u093f \u0906\u092a \u0909\u0938 \u0926\u0941\u0928\u093f\u092f\u093e \u092e\u0947\u0902 \u0939\u0948\u0902, \u0924\u094b \u092f\u0939 \u0906\u092a\u0915\u094b \u0906\u0935\u0936\u094d\u092f\u0915 \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u0923 \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0938\u092e\u0941\u0926\u094d\u0930\u0940 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0938\u092e\u0930\u094d\u0925\u0928<\/li>\n\n\n\n<li>\u0915\u094d\u0930\u0949\u0938-\u0938\u0947\u0915\u094d\u0936\u0928\u0932 \u0926\u0943\u0936\u094d\u092f \u0914\u0930 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u092a\u094d\u0930\u0915\u094d\u0937\u0947\u092a\u0923 \u0909\u092a\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u0930\u0947\u0916\u093e\u092a\u0941\u0902\u091c \u0914\u0930 \u0935\u0947\u0915\u094d\u091f\u0930 \u092a\u0930\u0924 \u0926\u0943\u0936\u094d\u092f\u0940\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u0909\u091a\u094d\u091a \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0935\u093e\u0932\u0947 \u0917\u094d\u0930\u093e\u092b\u093c\u093f\u0915 \u0928\u093f\u0930\u094d\u092f\u093e\u0924<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0947\u0935\u093e\u090f\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0921\u0947\u0938\u094d\u0915\u091f\u0949\u092a-\u0906\u0927\u093e\u0930\u093f\u0924 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923<\/li>\n\n\n\n<li>\u0935\u0948\u091c\u094d\u091e\u093e\u0928\u093f\u0915 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0914\u0930 \u0928\u093f\u0930\u094d\u092f\u093e\u0924<\/li>\n\n\n\n<li>\u092c\u093e\u0925\u093f\u092e\u0947\u091f\u094d\u0930\u093f\u0915 \u0914\u0930 \u092d\u0942\u0915\u0902\u092a\u0940\u092f \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928<\/li>\n\n\n\n<li>\u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0915\u0938\u094d\u091f\u092e \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930\u0947\u0936\u0928<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: www.geomapapp.org<\/li>\n\n\n\n<li>\u0908-\u092e\u0947\u0932: info@marine-geo.org<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS.png\" alt=\"\" class=\"wp-image-179314\" style=\"width:159px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-768x768.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-12x12.png 12w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-700x700.png 700w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. \u0915\u094d\u092f\u0942\u091c\u0940\u0906\u0908\u090f\u0938<\/h2>\n\n\n\n<p>QGIS \u0909\u0928 \u0932\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0935\u093f\u0915\u0932\u094d\u092a \u0939\u0948 \u091c\u094b \u092e\u0939\u0902\u0917\u0947 \u0938\u0949\u092b\u093c\u094d\u091f\u0935\u0947\u092f\u0930 \u0915\u0947 \u0932\u093f\u090f \u092d\u0941\u0917\u0924\u093e\u0928 \u0915\u093f\u090f \u092c\u093f\u0928\u093e \u0905\u092a\u0928\u0947 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092a\u0930 \u092a\u0942\u0930\u094d\u0923 \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u0923 \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0906\u092a\u0915\u0947 \u0921\u0947\u0938\u094d\u0915\u091f\u0949\u092a \u092a\u0930 \u091a\u0932\u0924\u093e \u0939\u0948 \u0914\u0930 \u0909\u0928\u094d\u0928\u0924 \u0938\u094d\u091f\u093e\u0907\u0932\u093f\u0902\u0917 \u0914\u0930 \u0921\u0947\u091f\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0938\u0947 \u0932\u0947\u0915\u0930 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0924\u0915, \u0939\u0930 \u091a\u0940\u091c\u093c \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u093e \u090f\u0915 \u0935\u093f\u0936\u093e\u0932 \u0938\u0947\u091f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0947 \u0938\u0947\u091f\u0905\u092a \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0925\u094b\u0921\u093c\u093e \u0938\u092e\u092f \u0932\u0917\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u090f\u0915 \u092c\u093e\u0930 \u0907\u0938\u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u094b \u091c\u093e\u0928\u0947 \u0915\u0947 \u092c\u093e\u0926, \u0906\u092a \u0905\u092a\u0928\u0947 \u0921\u0947\u091f\u093e \u0915\u093e \u0917\u0939\u0930\u093e\u0908 \u0938\u0947 \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p>\u0906\u092a LiDAR \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u0938\u0947 \u0932\u0947\u0915\u0930 3D \u092e\u0949\u0921\u0932\u093f\u0902\u0917 \u0924\u0915, \u0932\u0917\u092d\u0917 \u0939\u0930 \u091a\u0940\u091c\u093c \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0932\u0917\u0907\u0928\u094d\u0938 \u0915\u093e \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u091a\u093e\u0939\u0947 \u0906\u092a \u092a\u0947\u0936\u0947\u0935\u0930 \u0938\u094d\u0924\u0930 \u0915\u0947 \u0928\u0915\u094d\u0936\u094b\u0902 \u0935\u093e\u0932\u0940 \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0924\u0948\u092f\u093e\u0930 \u0915\u0930 \u0930\u0939\u0947 \u0939\u094b\u0902 \u092f\u093e \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0915\u094d\u0930\u093f\u092a\u094d\u091f \u0924\u0948\u092f\u093e\u0930 \u0915\u0930 \u0930\u0939\u0947 \u0939\u094b\u0902, QGIS \u092e\u0947\u0902 \u0906\u092a\u0915\u0940 \u091c\u093c\u0930\u0942\u0930\u0924 \u0915\u0940 \u0939\u0930 \u091a\u0940\u091c\u093c \u092e\u094c\u091c\u0942\u0926 \u0939\u0948\u0964 \u092f\u0939 \u092f\u094b\u091c\u0928\u093e\u0915\u093e\u0930\u094b\u0902, \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0914\u0930 \u0909\u0928 \u0938\u092d\u0940 \u0932\u094b\u0917\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0916\u093e\u0938 \u0924\u094c\u0930 \u092a\u0930 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u0939\u0948 \u091c\u094b \u090f\u0915 \u0936\u0915\u094d\u0924\u093f\u0936\u093e\u0932\u0940, \u092e\u0941\u092b\u093c\u094d\u0924 GIS \u091f\u0942\u0932 \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u092c\u093f\u0928\u093e \u0915\u093f\u0938\u0940 \u0915\u0938\u0930 \u0915\u0947 \u0939\u094b\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0909\u0928\u094d\u0928\u0924 \u092a\u094d\u0930\u0924\u0940\u0915 \u0935\u093f\u091c\u094d\u091e\u093e\u0928 \u0914\u0930 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0938\u094d\u091f\u093e\u0907\u0932\u093f\u0902\u0917 \u0935\u093f\u0915\u0932\u094d\u092a<\/li>\n\n\n\n<li>\u092d\u0942\u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0909\u092a\u0915\u0930\u0923 \u0914\u0930 \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u092e\u0949\u0921\u094d\u092f\u0942\u0932<\/li>\n\n\n\n<li>\u0938\u092e\u092f-\u0936\u094d\u0930\u0943\u0902\u0916\u0932\u093e \u0914\u0930 3D \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u0938\u092e\u0930\u094d\u0925\u0928<\/li>\n\n\n\n<li>\u0935\u094d\u092f\u093e\u092a\u0915 \u092a\u094d\u0932\u0917\u0907\u0928 \u092a\u093e\u0930\u093f\u0938\u094d\u0925\u093f\u0924\u093f\u0915\u0940 \u0924\u0902\u0924\u094d\u0930<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0947\u0935\u093e\u090f\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0921\u0947\u0938\u094d\u0915\u091f\u0949\u092a \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0914\u0930 \u0938\u0902\u092a\u093e\u0926\u0928<\/li>\n\n\n\n<li>\u0915\u0938\u094d\u091f\u092e \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u0928<\/li>\n\n\n\n<li>\u092a\u094d\u0932\u0917\u0907\u0928-\u0938\u0915\u094d\u0937\u092e \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u091f\u0942\u0932\u0915\u093f\u091f<\/li>\n\n\n\n<li>\u0917\u094d\u0930\u093e\u092b\u093c\u093f\u0915\u094d\u0938 \u0914\u0930 \u092a\u094d\u0930\u093f\u0902\u091f \u092a\u094d\u0930\u093e\u0930\u0942\u092a\u094b\u0902 \u092e\u0947\u0902 \u0928\u093f\u0930\u094d\u092f\u093e\u0924 \u0915\u0930\u0947\u0902<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: qgis.org<\/li>\n\n\n\n<li>\u0908-\u092e\u0947\u0932: qgis-psc@lists.osgeo.org<\/li>\n\n\n\n<li>\u092b\u0947\u0938\u092c\u0941\u0915: www.facebook.com\/p\/QGIS-100057434859831<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"496\" height=\"101\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/04\/BatchGeo.png\" alt=\"\" class=\"wp-image-176166\" style=\"width:278px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/04\/BatchGeo.png 496w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/04\/BatchGeo-300x61.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/04\/BatchGeo-18x4.png 18w\" sizes=\"(max-width: 496px) 100vw, 496px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u092c\u0948\u091a\u091c\u093f\u092f\u094b<\/h2>\n\n\n\n<p>\u092c\u0948\u091a\u091c\u093f\u092f\u094b \u0909\u0928 \u0932\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u091f\u0942\u0932 \u0939\u0948 \u091c\u094b \u092c\u093f\u0928\u093e \u0915\u093f\u0938\u0940 \u092a\u0930\u0947\u0936\u093e\u0928\u0940 \u0915\u0947 \u0938\u094d\u092a\u094d\u0930\u0947\u0921\u0936\u0940\u091f \u0915\u094b \u092e\u0948\u092a \u092e\u0947\u0902 \u092c\u0926\u0932\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u092c\u0938 \u0905\u092a\u0928\u093e \u0921\u0947\u091f\u093e \u0909\u0928\u0915\u0947 \u092b\u0949\u0930\u094d\u092e \u092e\u0947\u0902 \u092a\u0947\u0938\u094d\u091f \u0915\u0930\u0947\u0902, \u0917\u094b \u092c\u091f\u0928 \u0926\u092c\u093e\u090f\u0901, \u0914\u0930 \u0906\u092a\u0915\u094b \u0915\u094d\u0932\u093f\u0915 \u0915\u0930\u0928\u0947 \u092f\u094b\u0917\u094d\u092f \u092e\u093e\u0930\u094d\u0915\u0930, \u0915\u0948\u091f\u0947\u0917\u0930\u0940 \u0914\u0930 \u0915\u094d\u0932\u0938\u094d\u091f\u0930 \u0935\u093e\u0932\u093e \u090f\u0915 \u092e\u0948\u092a \u092e\u093f\u0932 \u091c\u093e\u090f\u0917\u093e\u0964 \u092f\u0939 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0942\u091a\u093f\u092f\u094b\u0902 \u0915\u094b \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c \u0915\u0930\u0928\u0947, \u0921\u093f\u0932\u0940\u0935\u0930\u0940 \u0915\u0940 \u092f\u094b\u091c\u0928\u093e \u092c\u0928\u093e\u0928\u0947, \u092f\u093e \u092f\u0939\u093e\u0901 \u0924\u0915 \u0915\u093f \u0915\u0908 \u092a\u0924\u094b\u0902 \u0915\u094b \u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0928\u0947 \u091c\u0948\u0938\u0947 \u0915\u093e\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092c\u0939\u0941\u0924 \u0905\u091a\u094d\u091b\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u092f\u0939\u093e\u0901 \u0915\u0941\u091b \u092d\u0940 \u091c\u093c\u094d\u092f\u093e\u0926\u093e \u0924\u0915\u0928\u0940\u0915\u0940 \u0928\u0939\u0940\u0902 \u0939\u0948, \u091c\u094b \u0907\u0938\u0915\u0940 \u0916\u093e\u0938\u093f\u092f\u0924 \u0939\u0948\u0964 \u0906\u092a \u0905\u092a\u0928\u0947 \u0928\u0915\u094d\u0936\u0947 \u0915\u094b \u0915\u093f\u0938\u0940 \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u092a\u0930 \u090f\u092e\u094d\u092c\u0947\u0921 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u092a\u094d\u0930\u093f\u0902\u091f \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u092f\u093e \u0926\u0942\u0938\u0930\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u093e\u091d\u093e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939\u093e\u0901 \u0924\u0915 \u0915\u093f \u0915\u0941\u091b \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u092d\u0940 \u0939\u0948\u0902 \u091c\u093f\u0928\u0938\u0947 \u0906\u092a \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0932\u094b\u0917 \u0906\u092a\u0915\u0947 \u0928\u0915\u094d\u0936\u0947 \u0915\u0947 \u0938\u093e\u0925 \u0915\u0948\u0938\u0947 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0905\u0917\u0930 \u0906\u092a\u0915\u0947 \u092a\u093e\u0938 \u091c\u0917\u0939\u094b\u0902 \u0915\u0940 \u090f\u0915 \u0938\u0942\u091a\u0940 \u0939\u0948 \u0914\u0930 \u0906\u092a \u0909\u0938\u0947 \u091c\u0932\u094d\u0926\u0940 \u0938\u0947 \u0935\u093f\u091c\u093c\u0941\u0905\u0932 \u092c\u0928\u093e\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u092c\u0948\u091a\u091c\u093f\u092f\u094b \u090f\u0915 \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u0935\u093f\u0915\u0932\u094d\u092a \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0938\u094d\u092a\u094d\u0930\u0947\u0921\u0936\u0940\u091f \u0921\u0947\u091f\u093e \u0915\u094b \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u092a\u0930 \u0924\u0941\u0930\u0902\u0924 \u091a\u093f\u092a\u0915\u093e\u090f\u0901<\/li>\n\n\n\n<li>\u092c\u093f\u0902\u0926\u0941 \u0915\u094d\u0932\u0938\u094d\u091f\u0930\u093f\u0902\u0917 \u0914\u0930 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f \u090f\u092e\u094d\u092c\u0947\u0921\u093f\u0902\u0917 \u0914\u0930 \u0932\u093f\u0902\u0915 \u0938\u093e\u091d\u093e\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u092e\u093e\u0930\u094d\u0915\u0930 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0947\u0935\u093e\u090f\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c-\u0906\u0927\u093e\u0930\u093f\u0924 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0914\u0930 \u0939\u094b\u0938\u094d\u091f\u093f\u0902\u0917<\/li>\n\n\n\n<li>\u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u0938\u093e\u091d\u093e\u0915\u0930\u0923 \u0914\u0930 \u090f\u092e\u094d\u092c\u0947\u0921\u093f\u0902\u0917<\/li>\n\n\n\n<li>\u0938\u094d\u0925\u093e\u0928 \u0921\u0947\u091f\u093e \u0915\u093e \u0936\u094d\u0930\u0947\u0923\u0940 \u0938\u092e\u0942\u0939\u0940\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u0938\u0930\u0932 \u0909\u092a\u092f\u094b\u0917 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: www.batchgeo.com<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"450\" height=\"112\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Geocodio.png\" alt=\"\" class=\"wp-image-180288\" style=\"width:264px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Geocodio.png 450w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Geocodio-300x75.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Geocodio-18x4.png 18w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">11. \u091c\u093f\u092f\u094b\u0915\u094b\u0921\u093f\u092f\u094b<\/h2>\n\n\n\n<p>\u091c\u093f\u092f\u094b\u0915\u094b\u0921\u093f\u092f\u094b \u090f\u0915 \u092a\u0942\u0930\u094d\u0923 \u092e\u0948\u092a\u093f\u0902\u0917 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0928\u0939\u0940\u0902 \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092f\u0939 \u0906\u092a\u0915\u0947 \u0921\u0947\u091f\u093e \u0915\u094b \u092e\u0948\u092a \u092a\u0930 \u0906\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947 \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u091c\u093f\u092f\u094b\u0915\u094b\u0921\u093f\u0902\u0917 \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0939\u0948 - \u092a\u0924\u094b\u0902 \u0915\u094b \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u093e\u0902\u0915 \u092e\u0947\u0902 \u092c\u0926\u0932\u0928\u093e - \u0914\u0930 \u092f\u0939 \u0905\u092e\u0947\u0930\u093f\u0915\u0940 \u0914\u0930 \u0915\u0928\u093e\u0921\u093e\u0908 \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f \u092c\u0939\u0941\u0924 \u0905\u091a\u094d\u091b\u093e \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0906\u092a \u0938\u094d\u092a\u094d\u0930\u0947\u0921\u0936\u0940\u091f \u0905\u092a\u0932\u094b\u0921 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0905\u0915\u094d\u0937\u093e\u0902\u0936 \u0914\u0930 \u0926\u0947\u0936\u093e\u0902\u0924\u0930 \u0915\u0947 \u0938\u093e\u0925 \u0938\u093e\u092b\u093c \u0915\u093f\u092f\u093e \u0939\u0941\u0906 \u0921\u0947\u091f\u093e \u0935\u093e\u092a\u0938 \u092a\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u092f\u0939\u093e\u0901 \u0924\u0915 \u0915\u093f \u0907\u0938\u0947 \u0915\u093e\u0902\u0917\u094d\u0930\u0947\u0938 \u0915\u0947 \u091c\u093c\u093f\u0932\u094b\u0902 \u092f\u093e \u0938\u092e\u092f \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u091c\u0948\u0938\u0940 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0938\u0947 \u092d\u0940 \u0938\u092e\u0943\u0926\u094d\u0927 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p>\u0907\u0938\u0915\u093e \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u092a\u0930\u094d\u0926\u0947 \u0915\u0947 \u092a\u0940\u091b\u0947 \u0916\u0942\u092c \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0947 \u0905\u092a\u0928\u0947 \u0932\u094b\u0915\u0947\u0936\u0928 \u0921\u0947\u091f\u093e \u0915\u0940 \u0938\u092b\u093e\u0908 \u0914\u0930 \u0924\u0948\u092f\u093e\u0930\u0940 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u091c\u0917\u0939 \u0915\u0940 \u0924\u0930\u0939 \u0938\u092e\u091d\u0947\u0902\u0964 \u0906\u092a \u092c\u0921\u093c\u0947 \u092c\u0948\u091a \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0907\u0938\u0947 API \u0915\u0947 \u091c\u093c\u0930\u093f\u090f \u0905\u092a\u0928\u0947 \u0910\u092a \u0938\u0947 \u0915\u0928\u0947\u0915\u094d\u091f \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u092e\u0948\u092a\u092c\u0949\u0915\u094d\u0938 \u092f\u093e CARTO \u091c\u0948\u0938\u0940 \u0915\u093f\u0938\u0940 \u091a\u0940\u091c\u093c \u092e\u0947\u0902 \u092d\u0947\u091c\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947 \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0938\u092c \u0915\u0941\u091b \u0938\u0939\u0940 \u0922\u0902\u0917 \u0938\u0947 \u092b\u093c\u0949\u0930\u094d\u092e\u0947\u091f \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u092f\u0939 \u0906\u0915\u0930\u094d\u0937\u0915 \u0924\u094b \u0928\u0939\u0940\u0902 \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f \u091c\u093c\u0930\u0942\u0930 \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092c\u0948\u091a \u091c\u093f\u092f\u094b\u0915\u094b\u0921\u093f\u0902\u0917 \u0914\u0930 \u0930\u093f\u0935\u0930\u094d\u0938 \u091c\u093f\u092f\u094b\u0915\u094b\u0921\u093f\u0902\u0917<\/li>\n\n\n\n<li>CSV \u0914\u0930 Excel \u0905\u092a\u0932\u094b\u0921 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u0930\u093e\u091c\u0928\u0940\u0924\u093f\u0915 \u0914\u0930 \u091c\u0928\u0917\u0923\u0928\u093e \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0935\u0930\u094d\u0927\u0928<\/li>\n\n\n\n<li>\u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 HTTPS API<\/li>\n\n\n\n<li>\u0905\u092e\u0947\u0930\u093f\u0915\u093e \u0914\u0930 \u0915\u0928\u093e\u0921\u093e-\u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0921\u0947\u091f\u093e \u0938\u092e\u0930\u094d\u0925\u0928<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0947\u0935\u093e\u090f\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092a\u0924\u0947 \u0938\u0947 \u0938\u092e\u0928\u094d\u0935\u092f \u0930\u0942\u092a\u093e\u0902\u0924\u0930\u0923<\/li>\n\n\n\n<li>\u0930\u093e\u091c\u0928\u0940\u0924\u093f\u0915 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u094d\u0925\u093e\u0928 \u0938\u0902\u0935\u0930\u094d\u0927\u0928<\/li>\n\n\n\n<li>\u0921\u0947\u091f\u093e \u0938\u0924\u094d\u092f\u093e\u092a\u0928 \u0914\u0930 \u0938\u092b\u093e\u0908<\/li>\n\n\n\n<li>\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f API \u092a\u0939\u0941\u0901\u091a<\/li>\n\n\n\n<li>\u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e \u0935\u0949\u0932\u094d\u092f\u0942\u092e \u0915\u0947 \u0932\u093f\u090f \u0915\u0938\u094d\u091f\u092e \u0938\u092e\u093e\u0927\u093e\u0928<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: www.geocod.io<\/li>\n\n\n\n<li>\u0908-\u092e\u0947\u0932: support@geocod.io<\/li>\n\n\n\n<li>\u091f\u094d\u0935\u093f\u091f\u0930: x.com\/geocodio<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"447\" height=\"113\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Cesium.png\" alt=\"\" class=\"wp-image-180289\" style=\"width:271px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Cesium.png 447w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Cesium-300x76.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/08\/Cesium-18x5.png 18w\" sizes=\"(max-width: 447px) 100vw, 447px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">12. \u0938\u0940\u091c\u093c\u093f\u092f\u092e<\/h2>\n\n\n\n<p>\u091c\u092c \u0906\u092a \u0905\u092a\u0928\u0947 \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u094b 3D \u092e\u0947\u0902 \u0930\u0916\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u0906\u092a\u0915\u094b \u0938\u0940\u091c\u093c\u093f\u092f\u092e \u0915\u093e \u0938\u0939\u093e\u0930\u093e \u0932\u0947\u0928\u093e \u0939\u094b\u0917\u093e\u0964 \u092f\u0939 \u092c\u0921\u093c\u0947, \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092c\u0928\u093e\u092f\u093e \u0917\u092f\u093e \u0939\u0948 \u2013 \u091c\u0948\u0938\u0947 \u0936\u0939\u0930 \u0915\u0947 \u092e\u0949\u0921\u0932, \u092d\u0942-\u092d\u093e\u0917 \u0914\u0930 \u0909\u092a\u0917\u094d\u0930\u0939 \u091a\u093f\u0924\u094d\u0930 \u2013 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f\u093f\u0935 \u0930\u0942\u092a \u0938\u0947 \u090f\u0915\u094d\u0938\u092a\u094d\u0932\u094b\u0930 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0909\u0928\u0915\u093e \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0907\u0902\u091c\u0928, \u0938\u0940\u091c\u093c\u093f\u092f\u092e\u091c\u0947\u090f\u0938, \u0906\u092a\u0915\u094b \u0910\u0938\u0947 \u0910\u092a\u094d\u0938 \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u0926\u0947\u0924\u093e \u0939\u0948 \u091c\u094b \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u0909\u091a\u094d\u091a-\u0930\u093f\u091c\u093c\u0949\u0932\u094d\u092f\u0942\u0936\u0928 \u0935\u093e\u0932\u0947 \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0915\u0902\u091f\u0947\u0902\u091f \u0915\u094b \u0938\u094d\u091f\u094d\u0930\u0940\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0935\u093f\u092e\u093e\u0928\u0928, \u0930\u0915\u094d\u0937\u093e \u0914\u0930 \u0936\u0939\u0930\u0940 \u0928\u093f\u092f\u094b\u091c\u0928 \u0938\u0947 \u091c\u0941\u0921\u093c\u0940 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0906\u092a \u091f\u093e\u0907\u0932\u0938\u0947\u091f \u0905\u092a\u0932\u094b\u0921 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, glTF \u0914\u0930 3D \u091f\u093e\u0907\u0932\u094d\u0938 \u091c\u0948\u0938\u0947 \u092b\u093c\u0949\u0930\u094d\u092e\u0948\u091f \u0915\u0947 \u0938\u093e\u0925 \u0915\u093e\u092e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 Cesium \u0915\u094b \u0909\u0928\u0915\u0947 SDK \u0915\u0947 \u091c\u093c\u0930\u093f\u090f \u0905\u092a\u0928\u0947 \u0915\u0938\u094d\u091f\u092e \u0910\u092a\u094d\u0938 \u092e\u0947\u0902 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u091a\u093e\u0939\u0947 \u0906\u092a \u0915\u093f\u0938\u0940 \u0936\u0939\u0930 \u0915\u093e \u0921\u093f\u091c\u093f\u091f\u0932 \u091f\u094d\u0935\u093f\u0928 \u092c\u0928\u093e \u0930\u0939\u0947 \u0939\u094b\u0902 \u092f\u093e \u092c\u0938 \u091c\u091f\u093f\u0932 \u092d\u0942-\u092d\u093e\u0917 \u0915\u0940 \u0915\u0932\u094d\u092a\u0928\u093e \u0915\u0930\u0928\u0940 \u0939\u094b, Cesium \u0906\u092a\u0915\u094b \u0909\u091a\u094d\u091a-\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 3D \u0930\u0947\u0902\u0921\u0930\u093f\u0902\u0917 \u0915\u0947 \u0938\u093e\u0925 \u0909\u0938\u0947 \u091c\u0940\u0935\u0902\u0924 \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u094b \u092c\u094d\u0930\u093e\u0909\u091c\u093c\u0930 \u092e\u0947\u0902 \u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u091a\u0932\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0910\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f \u0909\u091a\u094d\u091a-\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 3D \u0930\u0947\u0902\u0921\u0930\u093f\u0902\u0917<\/li>\n\n\n\n<li>3D \u091f\u093e\u0907\u0932\u094d\u0938, glTF, KML, \u0914\u0930 GeoJSON \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li>\u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f\u093f\u0935 \u0917\u094d\u0932\u094b\u092c-\u0906\u0927\u093e\u0930\u093f\u0924 \u0921\u0947\u091f\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923<\/li>\n\n\n\n<li>\u0915\u0938\u094d\u091f\u092e \u0910\u092a\u094d\u0938 \u092e\u0947\u0902 \u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f API \u0914\u0930 SDK<\/li>\n\n\n\n<li>\u0938\u093e\u092e\u0917\u094d\u0930\u0940 \u0915\u0947 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0914\u0930 \u0938\u094d\u091f\u094d\u0930\u0940\u092e\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0915\u094d\u0932\u093e\u0909\u0921 \u0909\u092a\u0915\u0930\u0923<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0947\u0935\u093e\u090f\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>3D \u092d\u0942\u092d\u093e\u0917 \u0914\u0930 \u092d\u0935\u0928 \u092e\u0949\u0921\u0932 \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928<\/li>\n\n\n\n<li>\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u092a\u093e\u0926\u0928<\/li>\n\n\n\n<li>\u091f\u093e\u0907\u0932\u0938\u0947\u091f \u0905\u092a\u0932\u094b\u0921 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0938\u094d\u091f\u094d\u0930\u0940\u092e\u093f\u0902\u0917 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e<\/li>\n\n\n\n<li>\u0915\u0938\u094d\u091f\u092e \u0935\u094d\u092f\u0942\u0905\u0930 \u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u0935\u0932\u092a\u0930 \u091f\u0942\u0932<\/li>\n\n\n\n<li>\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0938\u093e\u092e\u0917\u094d\u0930\u0940 \u0915\u0940 \u0915\u094d\u0932\u093e\u0909\u0921 \u0939\u094b\u0938\u094d\u091f\u093f\u0902\u0917<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0938\u0902\u092a\u0930\u094d\u0915 \u0914\u0930 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0935\u0947\u092c\u0938\u093e\u0907\u091f: cesium.com<\/li>\n\n\n\n<li>\u092a\u0924\u093e: 601 \u0935\u0949\u0932\u0928\u091f \u0938\u094d\u091f\u094d\u0930\u0940\u091f, \u0938\u0941\u0907\u091f 250 \u090f\u0938, \u092b\u093f\u0932\u093e\u0921\u0947\u0932\u094d\u092b\u093f\u092f\u093e, \u092a\u0940\u090f 19106<\/li>\n\n\n\n<li>\u0908\u092e\u0947\u0932: hello@cesium.com<\/li>\n\n\n\n<li>\u0932\u093f\u0902\u0915\u094d\u0921\u0907\u0928: www.linkedin.com\/company\/cesium-gs<\/li>\n\n\n\n<li>\u091f\u094d\u0935\u093f\u091f\u0930: x.com\/CesiumJS<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937<\/h2>\n\n\n\n<p>\u0905\u0902\u0924\u0924\u0903, \u092d\u0942-\u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u093e \u0924\u092c \u0924\u0915 \u0915\u094b\u0908 \u0916\u093e\u0938 \u092e\u0924\u0932\u092c \u0928\u0939\u0940\u0902 \u0939\u094b\u0924\u093e \u091c\u092c \u0924\u0915 \u0906\u092a \u0935\u093e\u0938\u094d\u0924\u0935 \u092e\u0947\u0902 \u0910\u0938\u093e \u0928\u0939\u0940\u0902 \u0915\u0930 \u0938\u0915\u0924\u0947\u0964 <em>\u0926\u0947\u0916\u0928\u093e<\/em> \u091a\u093e\u0939\u0947 \u0906\u092a \u0921\u093f\u0932\u0940\u0935\u0930\u0940 \u092a\u0930 \u0928\u091c\u093c\u0930 \u0930\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0924\u094d\u0935\u0930\u093f\u0924 \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930 \u092c\u0928\u093e \u0930\u0939\u0947 \u0939\u094b\u0902 \u092f\u093e \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923\u0940\u092f \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u0930\u094d\u0937\u094b\u0902 \u0915\u0940 \u0909\u092a\u0917\u094d\u0930\u0939 \u091b\u0935\u093f\u092f\u094b\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930 \u0930\u0939\u0947 \u0939\u094b\u0902, \u0907\u0938 \u0938\u0942\u091a\u0940 \u092e\u0947\u0902 \u0926\u093f\u090f \u0917\u090f \u0909\u092a\u0915\u0930\u0923 \u0909\u0938 \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u092f\u094b\u0917\u094d\u092f, \u0926\u0943\u0936\u094d\u092f \u0914\u0930 \u092a\u094d\u0930\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u092f\u094b\u0917\u094d\u092f \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p>\u0915\u0941\u091b \u0938\u0930\u0932 \u0921\u094d\u0930\u0948\u0917-\u090f\u0902\u0921-\u0921\u094d\u0930\u0949\u092a \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0939\u0948\u0902, \u091c\u092c\u0915\u093f \u0905\u0928\u094d\u092f 3D \u092e\u0949\u0921\u0932\u093f\u0902\u0917 \u0914\u0930 \u0930\u0940\u092f\u0932-\u091f\u093e\u0907\u092e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u092e\u0947\u0902 \u0917\u0939\u0930\u093e\u0908 \u0938\u0947 \u0909\u0924\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0932\u0947\u0915\u093f\u0928 \u0938\u092d\u0940 \u0915\u093e \u0932\u0915\u094d\u0937\u094d\u092f \u090f\u0915 \u0939\u0940 \u0939\u0948: \u0915\u091a\u094d\u091a\u0947 \u0938\u094d\u0925\u093e\u0928\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u094b \u0910\u0938\u0940 \u091a\u0940\u091c\u093c \u092e\u0947\u0902 \u092c\u0926\u0932\u0928\u093e \u091c\u093f\u0938\u0938\u0947 \u0932\u094b\u0917 \u0915\u093e\u092e \u0915\u0930 \u0938\u0915\u0947\u0902\u0964 \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0926\u0941\u0928\u093f\u092f\u093e \u0905\u0927\u093f\u0915 \u0938\u0947 \u0905\u0927\u093f\u0915 \u0938\u094d\u0925\u093e\u0928-\u0906\u0927\u093e\u0930\u093f\u0924 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0924\u0940 \u091c\u093e \u0930\u0939\u0940 \u0939\u0948, \u0907\u0928 \u0938\u092c\u0915\u093e \u0905\u0930\u094d\u0925 \u0938\u092e\u091d\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0939\u0940 \u0909\u092a\u0915\u0930\u0923 \u0915\u093e \u0939\u094b\u0928\u093e \u0928 \u0915\u0947\u0935\u0932 \u092e\u0926\u0926\u0917\u093e\u0930 \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u0906\u0935\u0936\u094d\u092f\u0915 \u092d\u0940 \u0939\u0948\u0964<br><\/p>","protected":false},"excerpt":{"rendered":"<p>Let\u2019s be honest, raw location data doesn\u2019t really tell you much at first glance. It\u2019s messy, hard to interpret, and not exactly something you want to slap on a presentation slide. That\u2019s where geospatial data visualization tools step in. They take all that technical noise and turn it into something visual, clean, and actually useful. [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":180286,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-180285","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Top Geospatial Data Visualization Tools<\/title>\n<meta name=\"description\" content=\"Explore geospatial data visualization tools that help turn location data into clear, actionable insights for smarter decisions.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/flypix.ai\/hi\/geospatial-data-visualization-tools\/\" \/>\n<meta property=\"og:locale\" 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