{"id":173168,"date":"2025-01-21T09:00:01","date_gmt":"2025-01-21T09:00:01","guid":{"rendered":"https:\/\/flypix.ai\/?p=173168"},"modified":"2025-01-21T17:54:12","modified_gmt":"2025-01-21T17:54:12","slug":"tree-counting-methods","status":"publish","type":"post","link":"https:\/\/flypix.ai\/hi\/tree-counting-methods\/","title":{"rendered":"\u00a0\u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u0917\u093f\u0928\u0924\u0940 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947: \u090f\u0915 \u0935\u094d\u092f\u093e\u0935\u0939\u093e\u0930\u093f\u0915 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e"},"content":{"rendered":"<p>\u0935\u093e\u0928\u093f\u0915\u0940 \u0914\u0930 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u092e\u0947\u0902 \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u0917\u093f\u0928\u0924\u0940 \u090f\u0915 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0915\u093e\u092e \u0939\u0948\u0964 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\u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923 \u0914\u0930 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0930\u093f\u092e\u094b\u091f \u0938\u0947\u0902\u0938\u093f\u0902\u0917 \u0915\u0947 \u092c\u0940\u091a \u090f\u0915 \u0906\u0936\u093e\u091c\u0928\u0915 \u092e\u0927\u094d\u092f \u092e\u093e\u0930\u094d\u0917 \u0915\u093e \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f\u0924\u094d\u0935 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u0935\u0943\u0915\u094d\u0937 \u0917\u0923\u0928\u093e \u092e\u0947\u0902 \u090f\u0906\u0908 \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917<\/h3>\n\n\n\n<p>\u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938 (AI) \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0921\u0947\u091f\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0915\u0947 \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0915\u0947 \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u0917\u093f\u0928\u0924\u0940 \u0915\u094b \u092c\u0926\u0932 \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0924\u0930\u0940\u0915\u094b\u0902 \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u091c\u094b \u092e\u093e\u0928\u0935\u0940\u092f \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, AI \u092e\u0949\u0921\u0932 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0938\u0947 \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 - \u091c\u0948\u0938\u0947 \u0915\u093f \u0909\u092a\u0917\u094d\u0930\u0939 \u091a\u093f\u0924\u094d\u0930, \u0939\u0935\u093e\u0908 \u0924\u0938\u094d\u0935\u0940\u0930\u0947\u0902, \u092f\u093e LiDAR \u0938\u094d\u0915\u0948\u0928 - \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947, \u0909\u0928\u094d\u0939\u0947\u0902 \u0917\u093f\u0928\u0928\u0947 \u0914\u0930 \u0909\u0928\u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0928\u093f\u0915\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f\u0964<\/p>\n\n\n\n<p>\u0938\u092c\u0938\u0947 \u0906\u092e AI \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0939\u0948, \u091c\u094b \u090f\u0915 \u091b\u0935\u093f \u0915\u0947 \u092d\u0940\u0924\u0930 \u0905\u0932\u0917-\u0905\u0932\u0917 \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0909\u0928\u094d\u0939\u0947\u0902 \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0928\u094d\u0935\u094b\u0932\u094d\u092f\u0942\u0936\u0928\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (CNN) \u091c\u0948\u0938\u0947 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0947 \u092e\u0949\u0921\u0932 \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0947 \u092e\u0941\u0915\u0941\u091f\u094b\u0902 \u0915\u094b \u0907\u092e\u093e\u0930\u0924\u094b\u0902 \u092f\u093e \u091b\u093e\u092f\u093e \u091c\u0948\u0938\u0940 \u0905\u0928\u094d\u092f \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0938\u0947 \u0905\u0932\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u092f\u0939\u093e\u0902 \u0924\u0915 \u0915\u093f \u092a\u0947\u0921\u093c \u0915\u0940 \u090a\u0902\u091a\u093e\u0908 \u0914\u0930 \u092c\u093e\u092f\u094b\u092e\u093e\u0938 \u0915\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u092d\u0940 \u0932\u0917\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p>\u090f\u0906\u0908 \u0915\u0908 \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0938\u0947 \u0921\u0947\u091f\u093e \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u0948\u0938\u0947 \u0915\u093f \u0911\u092a\u094d\u091f\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u0930\u0940 \u0914\u0930 LiDAR, \u091c\u093f\u0938\u0938\u0947 \u0918\u0928\u0947 \u091c\u0902\u0917\u0932\u094b\u0902 \u092f\u093e \u0905\u0938\u092e\u093e\u0928 \u0907\u0932\u093e\u0915\u094b\u0902 \u091c\u0948\u0938\u0940 \u091a\u0941\u0928\u094c\u0924\u0940\u092a\u0942\u0930\u094d\u0923 \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b \u0938\u0915\u0947\u0964 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 \u090f\u0928\u094b\u091f\u0947\u091f \u0915\u093f\u090f \u0917\u090f \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0938\u0947 \u0938\u0940\u0916\u0915\u0930 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u091c\u0902\u0917\u0932\u094b\u0902 \u092e\u0947\u0902 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u094b \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p><strong>\u0935\u0943\u0915\u094d\u0937 \u0917\u0923\u0928\u093e \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u0947 \u0932\u093e\u092d:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0921\u0947\u091f\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u0907\u0928\u092a\u0941\u091f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0915\u092e \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u0936\u0940\u0918\u094d\u0930\u0924\u093e \u090f\u0935\u0902 \u0915\u0941\u0936\u0932\u0924\u093e \u0938\u0947 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u090f\u0915\u093e\u0927\u093f\u0915 \u0921\u0947\u091f\u093e \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0915\u0947 \u0938\u091f\u0940\u0915\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0935\u0928\u094b\u0902 \u0914\u0930 \u092d\u0942\u092d\u093e\u0917\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p>\u0905\u092a\u0928\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u0947 \u092c\u093e\u0935\u091c\u0942\u0926, \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u0917\u093f\u0928\u0924\u0940 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0915\u094b \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u093e\u092e\u0928\u093e \u0915\u0930\u0928\u093e \u092a\u0921\u093c\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0909\u091a\u094d\u091a \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0935\u093e\u0932\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0914\u0930 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932 \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u0947 \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u0907\u0938\u0915\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u0914\u0930 \u0938\u0941\u0938\u0902\u0917\u0924 \u092a\u0930\u093f\u0923\u093e\u092e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0907\u0938\u0947 \u0906\u0927\u0941\u0928\u093f\u0915 \u0935\u093e\u0928\u093f\u0915\u0940 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0905\u092e\u0942\u0932\u094d\u092f \u0909\u092a\u0915\u0930\u0923 \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"237\" height=\"40\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo.svg\" alt=\"\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u090f\u0906\u0908\" class=\"wp-image-156767\" style=\"width:427px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 237w\" sizes=\"(max-width: 237px) 100vw, 237px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u0915\u0947 \u0938\u093e\u0925 \u0935\u0943\u0915\u094d\u0937 \u0917\u0923\u0928\u093e \u092e\u0947\u0902 \u090f\u0906\u0908 \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917<\/h2>\n\n\n\n<p>\u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938 \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0921\u0947\u091f\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0915\u0947 \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0915\u0947 \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u0917\u093f\u0928\u0924\u0940 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u092c\u0926\u0932 \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u092f\u0947 \u0924\u0915\u0928\u0940\u0915\u0947\u0902 \u0909\u092a\u0917\u094d\u0930\u0939 \u091b\u0935\u093f\u092f\u094b\u0902, \u0939\u0935\u093e\u0908 \u0924\u0938\u094d\u0935\u0940\u0930\u094b\u0902 \u0914\u0930 \u092a\u094d\u0930\u0915\u093e\u0936 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0930\u0947\u0902\u091c\u093f\u0902\u0917 \u0938\u094d\u0915\u0948\u0928 \u0938\u0939\u093f\u0924 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0938\u0947 \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902, \u0924\u093e\u0915\u093f \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0940 \u091c\u093e \u0938\u0915\u0947, \u0909\u0928\u0915\u0940 \u0917\u093f\u0928\u0924\u0940 \u0915\u0940 \u091c\u093e \u0938\u0915\u0947 \u0914\u0930 \u0909\u0928\u0915\u0947 \u0906\u0915\u093e\u0930, \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0914\u0930 \u0935\u093f\u0924\u0930\u0923 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0935\u093f\u0935\u0930\u0923 \u0928\u093f\u0915\u093e\u0932\u093e \u091c\u093e \u0938\u0915\u0947\u0964<\/p>\n\n\n\n<p>\u090f\u0915 \u092e\u0902\u091a \u091c\u094b \u0907\u0928 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0935\u0939 \u0939\u0948<a href=\"https:\/\/flypix.ai\/hi\/\" target=\"_blank\" rel=\"noreferrer noopener\"> \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938<\/a>\u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u0909\u091a\u094d\u091a-\u0930\u093f\u091c\u093c\u0949\u0932\u094d\u092f\u0942\u0936\u0928 \u0935\u093e\u0932\u0940 \u0939\u0935\u093e\u0908 \u0924\u0938\u094d\u0935\u0940\u0930\u094b\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u0928\u094d\u0928\u0924 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u094b \u0938\u091f\u0940\u0915 \u0914\u0930 \u0915\u0941\u0936\u0932 \u0935\u0943\u0915\u094d\u0937 \u0917\u0923\u0928\u093e \u0938\u092e\u093e\u0927\u093e\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u094b \u0921\u094d\u0930\u094b\u0928 \u092f\u093e \u0905\u0928\u094d\u092f \u0930\u093f\u092e\u094b\u091f \u0938\u0947\u0902\u0938\u093f\u0902\u0917 \u0938\u093f\u0938\u094d\u091f\u092e \u0926\u094d\u0935\u093e\u0930\u093e \u0915\u093f\u090f \u0917\u090f \u0939\u0935\u093e\u0908 \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0939\u091c\u0924\u093e \u0938\u0947 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0915\u0947, \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u0935\u0943\u0915\u094d\u0937 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0938\u092e\u092f \u0914\u0930 \u092a\u094d\u0930\u092f\u093e\u0938 \u0915\u094b \u0915\u092e \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0935\u093e\u0928\u093f\u0915\u0940 \u092a\u0947\u0936\u0947\u0935\u0930\u094b\u0902 \u0915\u094b \u0921\u0947\u091f\u093e-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0907\u0938\u0947 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0935\u093e\u0928\u093f\u0915\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0947 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u092f\u093e \u0926\u0942\u0930\u0926\u0930\u093e\u091c \u0915\u0947 \u0935\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0914\u0930 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092b\u094d\u0932\u093e\u0908\u092a\u093f\u0915\u094d\u0938 \u092a\u0930 \u092a\u093e\u0908 \u091c\u093e \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/01\/forest-2.jpg\" alt=\"\" class=\"wp-image-173282\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0924\u0930\u0940\u0915\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e: \u0938\u091f\u0940\u0915\u0924\u093e, \u0932\u093e\u0917\u0924 \u0914\u0930 \u0935\u094d\u092f\u0935\u0939\u093e\u0930\u094d\u092f\u0924\u093e<\/h2>\n\n\n\n<p>\u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u0947\u0921\u093c \u0917\u093f\u0928\u0924\u0940 \u0935\u093f\u0927\u093f \u0915\u0940 \u0905\u092a\u0928\u0940 \u0916\u0942\u092c\u093f\u092f\u093e\u0901 \u0914\u0930 \u0938\u0940\u092e\u093e\u090f\u0901 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0915\u0941\u091b \u0935\u093f\u0927\u093f\u092f\u093e\u0901 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0926\u0942\u0938\u0930\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902\u0964 \u0938\u0939\u0940 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u091a\u0941\u0928\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0907\u0928 \u091f\u094d\u0930\u0947\u0921-\u0911\u092b \u0915\u094b \u0938\u092e\u091d\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u092e\u0948\u0928\u0941\u0905\u0932 \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0936\u0941\u0926\u094d\u0927\u0924\u093e:<\/strong> \u091b\u094b\u091f\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u091a\u094d\u091a \u0932\u0947\u0915\u093f\u0928 \u092c\u0921\u093c\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0938\u0902\u0917\u0924\u0964<\/li>\n\n\n\n<li><strong>\u0932\u093e\u0917\u0924:<\/strong> \u0907\u0938\u092e\u0947\u0902 \u0936\u094d\u0930\u092e \u0915\u0940 \u0905\u0927\u093f\u0915 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0909\u092a\u092f\u094b\u0917 \u092e\u0939\u0902\u0917\u093e \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0935\u094d\u092f\u0935\u0939\u093e\u0930\u094d\u092f\u0924\u093e:<\/strong> \u0938\u094d\u0925\u093e\u0928\u0940\u092f \u0905\u0927\u094d\u092f\u092f\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0932\u0947\u0915\u093f\u0928 \u0926\u0942\u0930\u0938\u094d\u0925 \u092f\u093e \u0935\u093f\u0936\u093e\u0932 \u091c\u0902\u0917\u0932\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0935\u094d\u092f\u093e\u0935\u0939\u093e\u0930\u093f\u0915\u0964<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0939\u0935\u093e\u0908 \u092b\u094b\u091f\u094b\u0917\u094d\u0930\u093e\u092b\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0936\u0941\u0926\u094d\u0927\u0924\u093e:<\/strong> \u092e\u0927\u094d\u092f\u092e; \u0915\u0948\u0928\u094b\u092a\u0940 \u0918\u0928\u0924\u094d\u0935 \u0914\u0930 \u091b\u0935\u093f \u0930\u093f\u091c\u093c\u094b\u0932\u094d\u092f\u0942\u0936\u0928 \u0938\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924\u0964<\/li>\n\n\n\n<li><strong>\u0932\u093e\u0917\u0924:<\/strong> LiDAR \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u0938\u0938\u094d\u0924\u093e \u0932\u0947\u0915\u093f\u0928 \u0915\u092e \u0938\u091f\u0940\u0915\u0964<\/li>\n\n\n\n<li><strong>\u0935\u094d\u092f\u0935\u0939\u093e\u0930\u094d\u092f\u0924\u093e:<\/strong> \u092e\u0927\u094d\u092f\u092e \u0938\u0947 \u092c\u0921\u093c\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917\u0940 \u0932\u0947\u0915\u093f\u0928 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u0940\u092e\u093f\u0924\u0964<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0932\u093f\u0921\u093e\u0930:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0936\u0941\u0926\u094d\u0927\u0924\u093e:<\/strong> \u0905\u0924\u094d\u092f\u0902\u0924 \u090a\u0901\u091a\u093e; \u091b\u0924\u094d\u0930 \u0938\u0902\u0930\u091a\u0928\u093e \u0914\u0930 \u0935\u0943\u0915\u094d\u0937 \u0915\u0940 \u090a\u0901\u091a\u093e\u0908 \u0915\u094b \u092e\u093e\u092a \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0932\u093e\u0917\u0924:<\/strong> \u092e\u0939\u0902\u0917\u093e, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f\u0964<\/li>\n\n\n\n<li><strong>\u0935\u094d\u092f\u0935\u0939\u093e\u0930\u094d\u092f\u0924\u093e:<\/strong> \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u092f\u093e \u0909\u091a\u094d\u091a \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e \u0935\u093e\u0932\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u092c\u0938\u0947 \u0909\u092a\u092f\u0941\u0915\u094d\u0924\u0964<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0921\u094d\u0930\u094b\u0928 \u0914\u0930 \u092f\u0942\u090f\u0935\u0940:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0936\u0941\u0926\u094d\u0927\u0924\u093e:<\/strong> \u0909\u091a\u094d\u091a-\u0930\u093f\u091c\u093c\u0949\u0932\u094d\u092f\u0942\u0936\u0928 \u0938\u0947\u0902\u0938\u0930 \u0935\u093e\u0932\u0947 \u091b\u094b\u091f\u0947 \u0938\u0947 \u092e\u0927\u094d\u092f\u092e \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u091a\u094d\u091a\u0964<\/li>\n\n\n\n<li><strong>\u0932\u093e\u0917\u0924:<\/strong> LiDAR \u0909\u0921\u093c\u093e\u0928\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0905\u092a\u0947\u0915\u094d\u0937\u093e\u0915\u0943\u0924 \u0938\u0938\u094d\u0924\u0940\u0964<\/li>\n\n\n\n<li><strong>\u0935\u094d\u092f\u0935\u0939\u093e\u0930\u094d\u092f\u0924\u093e:<\/strong> \u092c\u0948\u091f\u0930\u0940 \u091c\u0940\u0935\u0928 \u0914\u0930 \u0909\u0921\u093c\u093e\u0928 \u092a\u094d\u0930\u0924\u093f\u092c\u0902\u0927\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u0940\u092e\u093f\u0924\u0964<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u090f\u0906\u0908-\u0906\u0927\u093e\u0930\u093f\u0924 \u0924\u0915\u0928\u0940\u0915\u0947\u0902:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0936\u0941\u0926\u094d\u0927\u0924\u093e:<\/strong> \u0909\u091a\u094d\u091a, \u0935\u093f\u0936\u0947\u0937\u0915\u0930 \u091c\u092c \u0905\u0928\u094d\u092f \u0921\u0947\u091f\u093e \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0932\u093e\u0917\u0924:<\/strong> \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u0936\u0940\u0932; \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0914\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930\u0964<\/li>\n\n\n\n<li><strong>\u0935\u094d\u092f\u0935\u0939\u093e\u0930\u094d\u092f\u0924\u093e:<\/strong> \u092c\u0921\u093c\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u0932\u0947\u0915\u093f\u0928 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u092e\u0947\u0902 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u0924\u093e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0935\u0943\u0915\u094d\u0937 \u0917\u0923\u0928\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u092e\u0947\u0902 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0914\u0930 \u090f\u0915\u0940\u0915\u0930\u0923<\/h2>\n\n\n\n<p>\u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u0917\u093f\u0928\u0924\u0940 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0915\u0908 \u0924\u0930\u0939 \u0915\u0940 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u093e\u092e\u0928\u093e \u0915\u0930\u0928\u093e \u092a\u0921\u093c\u0924\u093e \u0939\u0948, \u091a\u093e\u0939\u0947 \u0915\u094b\u0908 \u092d\u0940 \u0924\u0930\u0940\u0915\u093e \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0915\u093f\u092f\u093e \u091c\u093e\u090f\u0964 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092e\u0941\u0926\u094d\u0926\u093e \u0921\u0947\u091f\u093e \u0915\u0940 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0939\u0948\u0964 \u0917\u0932\u0924 \u092f\u093e \u0905\u0927\u0942\u0930\u093e \u0921\u0947\u091f\u093e \u0938\u092c\u0938\u0947 \u0909\u0928\u094d\u0928\u0924 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u092d\u0940 \u0915\u092e \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u0916\u0930\u093e\u092c \u091b\u0935\u093f \u0930\u093f\u091c\u093c\u0949\u0932\u094d\u092f\u0942\u0936\u0928 \u092f\u093e \u0905\u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 LiDAR \u0915\u0935\u0930\u0947\u091c \u0917\u0932\u0924 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u092f\u093e \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u094b \u091b\u0942\u091f\u0928\u0947 \u0915\u093e \u0915\u093e\u0930\u0923 \u092c\u0928 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u090f\u0915 \u0914\u0930 \u091a\u0941\u0928\u094c\u0924\u0940 \u092a\u0947\u0921\u093c \u0917\u093f\u0928\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930-\u0938\u0902\u091a\u093e\u0932\u0928 \u0915\u0940 \u0915\u092e\u0940 \u0939\u0948\u0964 \u0915\u0908 \u0935\u093e\u0928\u093f\u0915\u0940 \u0938\u0902\u0917\u0920\u0928 \u092a\u0941\u0930\u093e\u0928\u0940 \u0914\u0930 \u0928\u0908 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u092e\u093f\u0936\u094d\u0930\u0923 \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0915\u0947 \u092a\u0930\u093f\u0923\u093e\u092e\u0938\u094d\u0935\u0930\u0942\u092a \u0916\u0902\u0921\u093f\u0924 \u0915\u093e\u0930\u094d\u092f\u092a\u094d\u0930\u0935\u093e\u0939 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923, \u0939\u0935\u093e\u0908 \u092b\u094b\u091f\u094b\u0917\u094d\u0930\u093e\u092b\u0940 \u0914\u0930 AI-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0938\u0947 \u0921\u0947\u091f\u093e \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u093e\u0928\u0915\u0940\u0915\u0943\u0924 \u092a\u094d\u0930\u093e\u0930\u0942\u092a\u094b\u0902 \u0914\u0930 \u092e\u091c\u092c\u0942\u0924 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u0918\u0928\u0947 \u091b\u0924\u0930\u093f\u092f\u093e\u0902 \u092f\u093e \u0905\u0938\u092e\u093e\u0928 \u092d\u0942\u092d\u093e\u0917 \u091c\u0948\u0938\u0947 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923\u0940\u092f \u0915\u093e\u0930\u0915 \u0921\u0947\u091f\u093e \u0938\u0902\u0917\u094d\u0930\u0939 \u0914\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u094b \u091c\u091f\u093f\u0932 \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u091c\u092c\u0915\u093f AI \u092e\u0932\u094d\u091f\u0940\u0938\u094d\u092a\u0947\u0915\u094d\u091f\u094d\u0930\u0932 \u092f\u093e LiDAR \u0921\u0947\u091f\u093e \u0915\u094b \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0915\u0930\u0915\u0947 \u0907\u0928\u092e\u0947\u0902 \u0938\u0947 \u0915\u0941\u091b \u092e\u0941\u0926\u094d\u0926\u094b\u0902 \u0915\u094b \u0926\u0942\u0930 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948, \u092b\u093f\u0930 \u092d\u0940 \u092f\u0939 \u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u091a\u094d\u091a-\u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0935\u093e\u0932\u0947 \u0907\u0928\u092a\u0941\u091f \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0935\u0943\u0915\u094d\u0937 \u0917\u0923\u0928\u093e \u092e\u0947\u0902 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u0930\u0941\u091d\u093e\u0928 \u0914\u0930 \u0928\u0935\u093e\u091a\u093e\u0930<\/h2>\n\n\n\n<p>\u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u0917\u093f\u0928\u0924\u0940 \u0915\u093e \u092d\u0935\u093f\u0937\u094d\u092f \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0914\u0930 \u0921\u0947\u091f\u093e \u090f\u0915\u0940\u0915\u0930\u0923 \u092e\u0947\u0902 \u0914\u0930 \u0905\u0927\u093f\u0915 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\u0914\u0930 \u0917\u094d\u0930\u093e\u0909\u0902\u0921-\u0906\u0927\u093e\u0930\u093f\u0924 \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923\u094b\u0902 \u0915\u094b \u092e\u093f\u0932\u093e\u0915\u0930 \u0935\u0928 \u092a\u093e\u0930\u093f\u0938\u094d\u0925\u093f\u0924\u093f\u0915\u0940 \u0924\u0902\u0924\u094d\u0930 \u0915\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u0926\u0943\u0936\u094d\u092f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u0928 \u0915\u0947\u0935\u0932 \u0938\u091f\u0940\u0915\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948 \u092c\u0932\u094d\u0915\u093f \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0935\u0928 \u0917\u0924\u093f\u0936\u0940\u0932\u0924\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0915\u0940 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\u0938\u094d\u0925\u093e\u092f\u0940 \u0938\u0902\u0938\u093e\u0927\u0928 \u0909\u092a\u092f\u094b\u0917 \u0915\u0940 \u092f\u094b\u091c\u0928\u093e \u092c\u0928\u093e\u0928\u0947, \u0935\u0928\u094b\u0902 \u0915\u0940 \u0915\u091f\u093e\u0908 \u0915\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u094b\u0902 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0915\u093e\u0930\u094d\u092c\u0928 \u0911\u092b\u0938\u0947\u091f \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0930\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u0928 \u092c\u093e\u092f\u094b\u092e\u093e\u0938 \u0915\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964 \u092f\u0939 \u0906\u0935\u093e\u0938 \u0938\u0902\u0930\u0915\u094d\u0937\u0923 \u0914\u0930 \u091c\u0902\u0917\u0932 \u0915\u0940 \u0906\u0917 \u0915\u0947 \u091c\u094b\u0916\u093f\u092e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u093e \u092d\u0940 \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1737449420587\"><strong class=\"schema-faq-question\"><strong>\u0935\u0943\u0915\u094d\u0937 \u0917\u0923\u0928\u093e \u092a\u0926\u094d\u0927\u0924\u093f \u0915\u0947 \u091a\u092f\u0928 \u0915\u094b \u0915\u094c\u0928 \u0938\u0947 \u0915\u093e\u0930\u0915 \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902?<\/strong><\/strong> <p class=\"schema-faq-answer\">\u092f\u0939 \u091a\u0941\u0928\u093e\u0935 \u091c\u0902\u0917\u0932 \u0915\u0947 \u0906\u0915\u093e\u0930, \u092d\u0942\u092d\u093e\u0917, \u0906\u0935\u0936\u094d\u092f\u0915 \u0935\u093f\u0935\u0930\u0923 \u0915\u0947 \u0938\u094d\u0924\u0930 \u0914\u0930 \u0909\u092a\u0932\u092c\u094d\u0927 \u092c\u091c\u091f \u091c\u0948\u0938\u0947 \u0915\u093e\u0930\u0915\u094b\u0902 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u091b\u094b\u091f\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u0915\u0947 \u0905\u0927\u094d\u092f\u092f\u0928 \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932 \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923\u094b\u0902 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u092c\u0915\u093f \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0935\u0928 \u0938\u0942\u091a\u0940 \u0905\u0915\u094d\u0938\u0930 \u0921\u094d\u0930\u094b\u0928 \u092f\u093e \u0909\u092a\u0917\u094d\u0930\u0939 \u0907\u092e\u0947\u091c\u0930\u0940 \u091c\u0948\u0938\u0940 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1737449434283\"><strong class=\"schema-faq-question\"><strong>\u0915\u094d\u092f\u093e \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u0917\u093f\u0928\u0924\u0940 \u0915\u0947 \u0932\u093f\u090f \u0921\u094d\u0930\u094b\u0928 LiDAR \u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u0939\u0948\u0902?<\/strong><\/strong> <p class=\"schema-faq-answer\">\u092f\u0939 \u090f\u092a\u094d\u0932\u0940\u0915\u0947\u0936\u0928 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0921\u094d\u0930\u094b\u0928 \u091b\u094b\u091f\u0947 \u0938\u0947 \u092e\u0927\u094d\u092f\u092e \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092b\u093c\u093e\u092f\u0924\u0940 \u0914\u0930 \u0932\u091a\u0940\u0932\u0947 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u091c\u092c\u0915\u093f LiDAR \u0918\u0928\u0947 \u092f\u093e \u091c\u091f\u093f\u0932 \u091c\u0902\u0917\u0932\u094b\u0902 \u092e\u0947\u0902 \u092c\u0947\u0939\u0924\u0930 \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u0939\u093e\u0901 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 3D \u092e\u0948\u092a\u093f\u0902\u0917 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0926\u094b\u0928\u094b\u0902 \u0915\u094b \u092e\u093f\u0932\u093e\u0915\u0930 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u0926\u0915\u094d\u0937\u0924\u093e \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u0915\u094b \u0905\u0927\u093f\u0915\u0924\u092e \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1737449447874\"><strong class=\"schema-faq-question\"><strong>\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0924\u0930\u0940\u0915\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u090f\u0906\u0908 \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u0917\u093f\u0928\u0924\u0940 \u0915\u094b \u0915\u0948\u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u093e \u0939\u0948?<\/strong><\/strong> <p class=\"schema-faq-answer\">AI \u0921\u0947\u091f\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948, \u0935\u093f\u0936\u093e\u0932 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u0924\u0947\u091c\u093c\u0940 \u0938\u0947 \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0915\u0930\u0924\u093e \u0939\u0948, \u0914\u0930 \u0938\u0948\u091f\u0947\u0932\u093e\u0907\u091f \u0907\u092e\u0947\u091c\u0930\u0940 \u0914\u0930 LiDAR \u091c\u0948\u0938\u0947 \u0915\u0908 \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0938\u0947 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u094b \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u092e\u093e\u0928\u0935\u0940\u092f \u0924\u094d\u0930\u0941\u091f\u093f \u0915\u094b \u0915\u092e \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u092e\u093e\u092a\u0928\u0940\u092f\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u0940\u092f \u092f\u093e \u0935\u0948\u0936\u094d\u0935\u093f\u0915 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u092c\u0928 \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1737449462123\"><strong class=\"schema-faq-question\"><strong>AI \u0914\u0930 LiDAR \u091c\u0948\u0938\u0940 \u0909\u0928\u094d\u0928\u0924 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0915\u094d\u092f\u093e \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0939\u0948\u0902?<\/strong><\/strong> <p class=\"schema-faq-answer\">\u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0909\u091a\u094d\u091a \u0932\u093e\u0917\u0924, \u0935\u093f\u0936\u0947\u0937 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u0924\u093e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0914\u0930 \u0921\u0947\u091f\u093e \u0915\u0940 \u0909\u092a\u0932\u092c\u094d\u0927\u0924\u093e \u092f\u093e \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u092e\u0947\u0902 \u0938\u0940\u092e\u093e\u090f\u0901 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 AI \u092e\u0949\u0921\u0932 \u0915\u094b \u0935\u094d\u092f\u093e\u092a\u0915 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0940 \u092d\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948 \u0914\u0930 \u0905\u092a\u0930\u093f\u091a\u093f\u0924 \u0935\u0928 \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u092f\u093e \u092d\u0942\u092d\u093e\u0917\u094b\u0902 \u092e\u0947\u0902 \u0905\u091a\u094d\u091b\u093e \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0928\u0939\u0940\u0902 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1737449474585\"><strong class=\"schema-faq-question\"><strong>\u0935\u0943\u0915\u094d\u0937 \u0917\u0923\u0928\u093e \u092a\u0926\u094d\u0927\u0924\u093f \u0915\u094b \u0935\u0928 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u092e\u0947\u0902 \u0915\u0948\u0938\u0947 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948?<\/strong><\/strong> <p class=\"schema-faq-answer\">\u0906\u0927\u0941\u0928\u093f\u0915 \u0935\u093e\u0928\u093f\u0915\u0940 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0935\u0943\u0915\u094d\u0937 \u0917\u0923\u0928\u093e \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0938\u0947 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0921\u0947\u091f\u093e \u0915\u094b \u092d\u094c\u0917\u094b\u0932\u093f\u0915 \u0938\u0942\u091a\u0928\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u0940 (GIS) \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964 \u092f\u0939 \u090f\u0915\u0940\u0915\u0930\u0923 \u0935\u0928 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u093e \u090f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u0926\u0943\u0936\u094d\u092f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u094b \u0938\u0902\u0930\u0915\u094d\u0937\u0923, \u0915\u091f\u093e\u0908 \u0914\u0930 \u091c\u0932\u0935\u093e\u092f\u0941 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0936\u092e\u0928 \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u092a\u0930 \u0928\u093f\u0930\u094d\u0923\u092f\u094b\u0902 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p> <\/div> <\/div>","protected":false},"excerpt":{"rendered":"<p>Counting trees is a fundamental task in forestry and environmental management. It provides the necessary data for assessing forest resources, managing timber inventories, monitoring carbon stocks, and evaluating the impacts of deforestation and other disturbances. Forests are vast and often difficult to access, and tree populations are rarely uniform, making accurate counting a complex and [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":173169,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-173168","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>Practical Approaches to Tree Counting for Forest Management<\/title>\n<meta name=\"description\" content=\"Explore the key methods for tree counting, including manual surveys, aerial photography, drones, LiDAR, and AI, and their role in effective forest monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/tree-counting-methods\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/tree-counting-methods\\\/\"},\"author\":{\"name\":\"FlyPix AI Team\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\"},\"headline\":\"\u00a0Methods for Counting Trees: A Practical 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For example, small-scale studies may rely on manual surveys, while large-scale forest inventories often use technologies like drones or satellite imagery.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/tree-counting-methods\/#faq-question-1737449434283","position":3,"url":"https:\/\/flypix.ai\/tree-counting-methods\/#faq-question-1737449434283","name":"\u0915\u094d\u092f\u093e \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u0917\u093f\u0928\u0924\u0940 \u0915\u0947 \u0932\u093f\u090f \u0921\u094d\u0930\u094b\u0928 LiDAR \u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u0939\u0948\u0902?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"It depends on the application. Drones are cost-effective and flexible for small to medium areas, while LiDAR excels in dense or complex forests where detailed 3D mapping is required. Combining both can maximize efficiency and accuracy in specific scenarios.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/tree-counting-methods\/#faq-question-1737449447874","position":4,"url":"https:\/\/flypix.ai\/tree-counting-methods\/#faq-question-1737449447874","name":"\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0924\u0930\u0940\u0915\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u090f\u0906\u0908 \u092a\u0947\u0921\u093c\u094b\u0902 \u0915\u0940 \u0917\u093f\u0928\u0924\u0940 \u0915\u094b \u0915\u0948\u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u093e \u0939\u0948?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"AI automates data analysis, processes vast datasets quickly, and integrates information from multiple sources like satellite imagery and LiDAR. This reduces human error and increases scalability, making it ideal for regional or global monitoring projects.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/tree-counting-methods\/#faq-question-1737449462123","position":5,"url":"https:\/\/flypix.ai\/tree-counting-methods\/#faq-question-1737449462123","name":"AI \u0914\u0930 LiDAR \u091c\u0948\u0938\u0940 \u0909\u0928\u094d\u0928\u0924 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0915\u094d\u092f\u093e \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0939\u0948\u0902?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Challenges include high costs, the need for specialized expertise, and limitations in data availability or quality. AI models also require extensive training datasets and may not perform well in unfamiliar forest types or terrains.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"},{"@type":"Question","@id":"https:\/\/flypix.ai\/tree-counting-methods\/#faq-question-1737449474585","position":6,"url":"https:\/\/flypix.ai\/tree-counting-methods\/#faq-question-1737449474585","name":"\u0935\u0943\u0915\u094d\u0937 \u0917\u0923\u0928\u093e \u092a\u0926\u094d\u0927\u0924\u093f \u0915\u094b \u0935\u0928 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u092e\u0947\u0902 \u0915\u0948\u0938\u0947 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Modern forestry systems can incorporate data from various tree counting methods into Geographic Information Systems (GIS). This integration provides a comprehensive view of forest resources, supporting decisions on conservation, harvesting, and climate change mitigation efforts.","inLanguage":"hi-IN"},"inLanguage":"hi-IN"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/posts\/173168","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/comments?post=173168"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/posts\/173168\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/media\/173169"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/media?parent=173168"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/categories?post=173168"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/hi\/wp-json\/wp\/v2\/tags?post=173168"}],"curies":[{"name":"\u0921\u092c\u094d\u0932\u094d\u092f\u0942\u092a\u0940","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}