{"id":181532,"date":"2026-01-12T21:21:19","date_gmt":"2026-01-12T21:21:19","guid":{"rendered":"https:\/\/flypix.ai\/?p=181532"},"modified":"2026-01-12T21:21:20","modified_gmt":"2026-01-12T21:21:20","slug":"lidar-mapping","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ar\/lidar-mapping\/","title":{"rendered":"\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0628\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631: \u0645\u0627 \u0647\u064a \u0648\u0644\u0645\u0627\u0630\u0627 \u0647\u064a \u0645\u0647\u0645\u0629"},"content":{"rendered":"<p>\u0623\u0635\u0628\u062d\u062a \u062a\u0642\u0646\u064a\u0629 \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0628\u062a\u0642\u0646\u064a\u0629 LiDAR\u060c \u0628\u0647\u062f\u0648\u0621\u060c \u0625\u062d\u062f\u0649 \u0623\u0647\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0627 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629. \u0641\u0647\u064a \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0643\u0644 \u0634\u064a\u0621 \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a \u0648\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0645\u062f\u0646 \u0648\u0635\u0648\u0644\u064b\u0627 \u0625\u0644\u0649 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0644\u0627 \u064a\u0632\u0627\u0644 \u0627\u0644\u0643\u062b\u064a\u0631\u0648\u0646 \u064a\u0631\u0648\u0646\u0647\u0627 \u0645\u062c\u0631\u062f\u0629 \u0623\u0648 \u062a\u0642\u0646\u064a\u0629 \u0644\u0644\u063a\u0627\u064a\u0629.<\/p>\n\n\n\n<p>\u0641\u064a \u062c\u0648\u0647\u0631\u0647\u0627\u060c 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\u0647\u064a \u062a\u0642\u0646\u064a\u0629 \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0628\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631\u061f<\/h2>\n\n\n\n<p>\u062a\u0642\u0646\u064a\u0629 LiDAR \u0647\u064a \u0627\u062e\u062a\u0635\u0627\u0631 \u0644\u0640 &quot;\u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u062f\u0649&quot;. \u0648\u0647\u064a \u0641\u064a \u062c\u0648\u0647\u0631\u0647\u0627 \u0637\u0631\u064a\u0642\u0629 \u0644\u0642\u064a\u0627\u0633 \u0627\u0644\u0645\u0633\u0627\u0641\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0636\u0648\u0621. \u064a\u0642\u0648\u0645 \u0646\u0638\u0627\u0645 LiDAR \u0628\u0625\u0637\u0644\u0627\u0642 \u0646\u0628\u0636\u0627\u062a \u0644\u064a\u0632\u0631\u064a\u0629 \u0633\u0631\u064a\u0639\u0629 - \u0642\u062f \u062a\u0635\u0644 \u0625\u0644\u0649 \u0645\u0626\u0627\u062a \u0627\u0644\u0622\u0644\u0627\u0641 \u0641\u064a \u0627\u0644\u062b\u0627\u0646\u064a\u0629 - \u0628\u0627\u062a\u062c\u0627\u0647 \u0627\u0644\u0623\u0631\u0636 \u0623\u0648 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0627\u0644\u0642\u0631\u064a\u0628\u0629. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u0642\u064a\u0627\u0633 \u0627\u0644\u0645\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u063a\u0631\u0642\u0647\u0627 \u0643\u0644 \u0646\u0628\u0636\u0629 \u0644\u0644\u0627\u0631\u062a\u062f\u0627\u062f\u060c \u064a\u062a\u0645 \u062d\u0633\u0627\u0628 \u0627\u0644\u0645\u0633\u0627\u0641\u0629 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0625\u0644\u0649 \u062a\u0644\u0643 \u0627\u0644\u0623\u0633\u0637\u062d.<\/p>\n\n\n\n<p>\u0643\u0631\u0631 \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0645\u0631\u0627\u062a \u0628\u0646\u0645\u0637 \u0645\u0633\u062d \u0634\u0627\u0645\u0644 \u0645\u0646 \u0637\u0627\u0626\u0631\u0629 \u0623\u0648 \u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0623\u0648 \u0633\u064a\u0627\u0631\u0629\u060c \u0648\u0633\u062a\u062d\u0635\u0644 \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0639\u0644\u0649 \u0633\u062d\u0627\u0628\u0629 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0643\u062b\u064a\u0641\u0629 \u0645\u0646 \u0627\u0644\u0646\u0642\u0627\u0637. \u0644\u0643\u0644 \u0646\u0642\u0637\u0629 \u0645\u0648\u0642\u0639 \u0641\u064a \u0627\u0644\u0641\u0636\u0627\u0621 (\u0633\u060c \u0635\u060c \u0639)\u060c \u0648\u062a\u0634\u0643\u0644 \u0647\u0630\u0647 \u0627\u0644\u0646\u0642\u0627\u0637 \u0645\u062c\u062a\u0645\u0639\u0629 \u0645\u0627 \u064a\u064f\u0633\u0645\u0649 \u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0646\u0642\u0627\u0637. \u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0639\u0646\u0635\u0631 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0623\u064a \u062e\u0631\u064a\u0637\u0629 LiDAR.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0634\u0631\u062d \u0627\u0644\u062a\u0642\u0646\u064a\u0629 (\u0628\u0628\u0633\u0627\u0637\u0629)<\/h2>\n\n\n\n<p>\u064a\u062a\u0636\u0645\u0646 \u0646\u0638\u0627\u0645 LiDAR \u0627\u0644\u0645\u062d\u0645\u0648\u0644 \u062c\u0648\u0627\u064b \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a \u0645\u0627 \u064a\u0644\u064a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u0627\u0633\u062d \u0636\u0648\u0626\u064a \u0644\u064a\u0632\u0631\u064a<\/strong>: \u064a\u0637\u0644\u0642 \u0646\u0628\u0636\u0627\u062a \u0636\u0648\u0626\u064a\u0629 \u0628\u0627\u062a\u062c\u0627\u0647 \u0627\u0644\u0623\u0631\u0636.<\/li>\n\n\n\n<li><strong>\u0648\u062d\u062f\u0629 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 (GPS)<\/strong>: \u064a\u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062f\u0642\u064a\u0642 \u0644\u0644\u0637\u0627\u0626\u0631\u0629.<\/li>\n\n\n\n<li><strong>\u0648\u062d\u062f\u0629 \u0627\u0644\u0642\u064a\u0627\u0633 \u0628\u0627\u0644\u0642\u0635\u0648\u0631 \u0627\u0644\u0630\u0627\u062a\u064a (IMU)<\/strong>: \u064a\u0642\u064a\u0633 \u0627\u062a\u062c\u0627\u0647 \u0627\u0644\u0645\u0646\u0635\u0629 - \u0627\u0644\u0645\u064a\u0644\u060c \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631\u060c \u0648\u0627\u0644\u062f\u0648\u0631\u0627\u0646.<\/li>\n<\/ul>\n\n\n\n<p>\u062a\u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u062c\u0632\u0627\u0621 \u0627\u0644\u062b\u0644\u0627\u062b\u0629 \u0645\u0639\u064b\u0627 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0643\u0627\u0646 \u0633\u0642\u0648\u0637 \u0643\u0644 \u0646\u0628\u0636\u0629 \u0644\u064a\u0632\u0631 \u0628\u062f\u0642\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0641\u0629 \u0627\u0644\u062a\u064a \u0642\u0637\u0639\u062a\u0647\u0627. \u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629\u061f \u0645\u0633\u062d \u062b\u0644\u0627\u062b\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u062f\u0642\u064a\u0642 \u0644\u0633\u0637\u062d \u0627\u0644\u0623\u0631\u0636 \u0648\u0643\u0644 \u0645\u0627 \u0639\u0644\u064a\u0647 - \u0627\u0644\u0645\u0628\u0627\u0646\u064a \u0648\u0627\u0644\u0623\u0634\u062c\u0627\u0631 \u0648\u062d\u062a\u0649 \u062e\u0637\u0648\u0637 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0634\u0631\u062d \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0631\u0642\u0645\u064a\u0629\u060c \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0627\u0644\u0633\u0637\u062d\u064a\u0629\u060c \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/h2>\n\n\n\n<p>\u0628\u0645\u062c\u0631\u062f \u0625\u0646\u0634\u0627\u0621 \u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0646\u0642\u0627\u0637\u060c \u064a\u062a\u0645 \u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0627\u0631\u062a\u0641\u0627\u0639. \u0648\u0647\u0646\u0627 \u064a\u0628\u062f\u0623 \u062a\u0623\u0644\u0642 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0631\u0642\u0645\u064a (DEM)<\/strong>\u064a\u064f\u0638\u0647\u0631 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0633\u0637\u062d \u0627\u0644\u0623\u0631\u0636 \u0641\u0642\u0637\u060c \u062d\u064a\u062b \u064a\u062a\u0645 \u0627\u0633\u062a\u0628\u0639\u0627\u062f \u0627\u0644\u0623\u0634\u062c\u0627\u0631 \u0648\u0627\u0644\u0645\u0628\u0627\u0646\u064a \u0648\u0643\u0644 \u0634\u064a\u0621 \u0622\u062e\u0631. \u0648\u064a\u064f\u0637\u0644\u0642 \u0639\u0644\u064a\u0647 \u0623\u064a\u0636\u0627\u064b \u0646\u0645\u0648\u0630\u062c &quot;\u0627\u0644\u0623\u0631\u0636 \u0627\u0644\u0639\u0627\u0631\u064a\u0629&quot;.<\/li>\n\n\n\n<li><strong>\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0633\u0637\u062d \u0627\u0644\u0631\u0642\u0645\u064a (DSM)<\/strong>: \u064a\u062d\u062a\u0641\u0638 \u0628\u0643\u0644 \u0634\u064a\u0621 \u2013 \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633\u060c \u0623\u0633\u0637\u062d \u0627\u0644\u0645\u0646\u0627\u0632\u0644\u060c \u0642\u0645\u0645 \u0627\u0644\u0623\u0634\u062c\u0627\u0631.<\/li>\n\n\n\n<li><strong>\u0646\u0645\u0648\u0630\u062c \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0645\u0638\u0644\u0629 (CHM)<\/strong> \u0623\u0648 <strong>\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a (NHM)<\/strong>\u064a\u062a\u0645 \u0625\u0646\u0634\u0627\u0621 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0646 \u0637\u0631\u064a\u0642 \u0637\u0631\u062d \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0631\u0642\u0645\u064a (DEM) \u0645\u0646 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0631\u0642\u0645\u064a (DSM). \u064a\u0633\u0627\u0639\u062f \u0647\u0630\u0627 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0623\u0648 \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0645\u0628\u0627\u0646\u064a.<\/li>\n<\/ul>\n\n\n\n<p>\u062a\u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0646 \u062e\u0644\u0627\u064a\u0627 \u0634\u0628\u0643\u064a\u0629 \u0635\u063a\u064a\u0631\u0629 (\u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u064a\u062a\u0631\u0627\u0648\u062d \u0637\u0648\u0644\u0647\u0627 \u0628\u064a\u0646 \u0645\u062a\u0631 \u0648\u0645\u062a\u0631\u064a\u0646)\u060c \u062d\u064a\u062b \u062a\u062e\u0632\u0646 \u0643\u0644 \u062e\u0644\u064a\u0629 \u0642\u064a\u0645\u0629 \u0627\u0631\u062a\u0641\u0627\u0639. \u064a\u064f\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u0634\u0628\u0643\u064a \u0645\u062b\u0627\u0644\u064a\u0627\u064b \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/20260112_2317_Image-Generation_remix_01ket11awzfyabt5wy7bf9sb0h-1024x683.png\" alt=\"\" class=\"wp-image-181537\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/20260112_2317_Image-Generation_remix_01ket11awzfyabt5wy7bf9sb0h-1024x683.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/20260112_2317_Image-Generation_remix_01ket11awzfyabt5wy7bf9sb0h-300x200.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/20260112_2317_Image-Generation_remix_01ket11awzfyabt5wy7bf9sb0h-768x512.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/20260112_2317_Image-Generation_remix_01ket11awzfyabt5wy7bf9sb0h-18x12.png 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/20260112_2317_Image-Generation_remix_01ket11awzfyabt5wy7bf9sb0h.png 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0625\u0630\u0646\u060c \u0643\u064a\u0641 \u064a\u064f\u0633\u062a\u062e\u062f\u0645\u061f<\/h2>\n\n\n\n<p>\u0633\u062a\u0646\u062f\u0647\u0634 \u0645\u0646 \u0639\u062f\u062f \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0629 \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0628\u062a\u0642\u0646\u064a\u0629 LiDAR \u0627\u0644\u064a\u0648\u0645. \u0644\u0645 \u064a\u0639\u062f \u0627\u0644\u0623\u0645\u0631 \u0645\u0642\u062a\u0635\u0631\u0627\u064b \u0639\u0644\u0649 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0648\u0627\u0644\u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u0641\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0641\u0642\u0637.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a \u0648\u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u064a\u0627\u0647<\/h3>\n\n\n\n<p>\u062a\u0639\u062a\u0645\u062f \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u0631\u0643 \u0627\u0644\u0645\u064a\u0627\u0647 \u0639\u0644\u0649 \u0633\u0637\u062d \u0627\u0644\u0623\u0631\u0636. \u0648\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0631\u0642\u0645\u064a \u0639\u0627\u0644\u064a \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0645\u064f\u0633\u062a\u0645\u062f \u0645\u0646 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631\u060c \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0645\u062d\u0644\u0644\u0648\u0646 \u0645\u062d\u0627\u0643\u0627\u0629 \u0633\u0644\u0648\u0643 \u0645\u064a\u0627\u0647 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0639\u0648\u0627\u0635\u0641. \u0645\u0639 \u0630\u0644\u0643\u060c \u062a\u062a\u0637\u0644\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0631\u0642\u0645\u064a \u062a\u0639\u062f\u064a\u0644\u0627\u062a \u064a\u062f\u0648\u064a\u0629\u060c \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0644\u0645\u0631\u0627\u0639\u0627\u0629 \u0642\u0646\u0648\u0627\u062a \u062a\u0635\u0631\u064a\u0641 \u0627\u0644\u0645\u064a\u0627\u0647 \u062a\u062d\u062a \u0627\u0644\u0637\u0631\u0642\u060c \u0648\u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0633\u062a\u0637\u064a\u0639 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0631\u0635\u062f\u0647\u0627 \u0644\u0639\u062f\u0645 \u0642\u062f\u0631\u062a\u0647\u0627 \u0639\u0644\u0649 \u0627\u062e\u062a\u0631\u0627\u0642 \u0627\u0644\u0623\u0631\u0636.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0636\u0631\u064a \u0648\u0627\u0644\u062a\u0648\u0627\u0626\u0645 \u0627\u0644\u0631\u0642\u0645\u064a\u0629<\/h3>\n\n\n\n<p>\u064a\u0633\u062a\u062e\u062f\u0645 \u0645\u062e\u0637\u0637\u0648 \u0627\u0644\u0645\u062f\u0646 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0644\u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0645\u0641\u0635\u0644\u0629 \u0644\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u062d\u0636\u0631\u064a\u0629. \u062a\u064f\u063a\u0630\u0651\u064a \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c &quot;\u0627\u0644\u062a\u0648\u0627\u0626\u0645 \u0627\u0644\u0631\u0642\u0645\u064a\u0629&quot; - \u0648\u0647\u064a \u0646\u0633\u062e \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0644\u0644\u0645\u062f\u0646 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0648\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a. \u0647\u0644 \u062a\u0631\u063a\u0628 \u0641\u064a \u0631\u0624\u064a\u0629 \u0643\u064a\u0641 \u064a\u0633\u0642\u0637 \u0636\u0648\u0621 \u0627\u0644\u0634\u0645\u0633 \u0639\u0644\u0649 \u0646\u0627\u0637\u062d\u0629 \u0633\u062d\u0627\u0628 \u062c\u062f\u064a\u062f\u0629\u061f \u064a\u0645\u0643\u0646 \u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0645\u062d\u0627\u0643\u0627\u0629 \u0630\u0644\u0643.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0631\u0635\u062f \u0627\u0644\u0628\u064a\u0626\u064a<\/h3>\n\n\n\n<p>\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0648\u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0626\u0629\u060c \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0645\u0646 \u0623\u062c\u0644:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0642\u0645 \u0628\u062a\u0642\u062f\u064a\u0631 \u0643\u062b\u0627\u0641\u0629 \u0627\u0644\u0623\u0634\u062c\u0627\u0631 \u0648\u0627\u0631\u062a\u0641\u0627\u0639 \u0645\u0638\u0644\u0629 \u0627\u0644\u0623\u0634\u062c\u0627\u0631.<\/li>\n\n\n\n<li>\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u062f\u0647\u0648\u0631 \u0623\u0648 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u063a\u0627\u0628\u0627\u062a.<\/li>\n\n\n\n<li>\u0645\u0631\u0627\u0642\u0628\u0629 \u0635\u062d\u0629 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629<\/h3>\n\n\n\n<p>\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a\u060c \u062a\u0633\u0627\u0639\u062f \u062a\u0642\u0646\u064a\u0629 LiDAR \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u062e\u0637 \u0627\u0644\u0631\u0624\u064a\u0629 \u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633 \u0648\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0623\u0628\u0631\u0627\u062c. \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0645\u0647\u0646\u062f\u0633\u0648\u0646 \u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633 \u0648\u0627\u0644\u0639\u0648\u0627\u0626\u0642 \u0627\u0644\u062a\u064a \u062a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0642\u0648\u0629 \u0627\u0644\u0625\u0634\u0627\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062a\u063a\u0637\u064a\u0629 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0639\u0644\u0645 \u0627\u0644\u0622\u062b\u0627\u0631 \u0648\u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u062e\u0641\u064a<\/h3>\n\n\n\n<p>\u062a\u062a\u0645\u064a\u0632 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0628\u0642\u062f\u0631\u062a\u0647\u0627 \u0627\u0644\u0641\u0627\u0626\u0642\u0629 \u0639\u0644\u0649 \u0627\u0644\u0631\u0624\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0645\u0633\u062a\u0648\u0637\u0646\u0627\u062a \u0627\u0644\u0642\u062f\u064a\u0645\u0629 \u0627\u0644\u0645\u062e\u062a\u0628\u0626\u0629 \u062a\u062d\u062a \u0638\u0644\u0627\u0644 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0627\u0644\u0643\u062b\u064a\u0641\u0629. \u0648\u0642\u062f \u0627\u0633\u062a\u064f\u062e\u062f\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0641\u064a \u0642\u0636\u064a\u0629 \u0634\u0647\u064a\u0631\u0629 \u0641\u064a \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0648\u0642\u0639 \u0627\u0646\u0647\u064a\u0627\u0631 \u0623\u0631\u0636\u064a \u064a\u0639\u0648\u062f \u0625\u0644\u0649 \u0639\u0635\u0648\u0631 \u0645\u0627 \u0642\u0628\u0644 \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u060c \u0648\u0627\u0644\u0630\u064a \u0648\u0631\u062f \u0630\u0643\u0631\u0647 \u0641\u064a \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0634\u0641\u0647\u064a \u0644\u0644\u0633\u0643\u0627\u0646 \u0627\u0644\u0623\u0635\u0644\u064a\u064a\u0646.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0646\u0642\u0627\u0637 \u0642\u0648\u0629 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0628\u0627\u062e\u062a\u0635\u0627\u0631<\/h2>\n\n\n\n<p>\u0625\u0644\u064a\u0643\u0645 \u0645\u0627 \u064a\u062c\u0639\u0644 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0623\u062f\u0627\u0629 \u0642\u064a\u0651\u0645\u0629 \u0644\u0644\u063a\u0627\u064a\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629<\/strong>: \u0648\u0635\u0648\u0644\u0627\u064b \u0625\u0644\u0649 \u0627\u0644\u0633\u0646\u062a\u064a\u0645\u062a\u0631\u0627\u062a \u0623\u0648 \u062d\u062a\u0649 \u0627\u0644\u0645\u0644\u064a\u0645\u062a\u0631\u0627\u062a.<\/li>\n\n\n\n<li><strong>\u062a\u0641\u0627\u0635\u064a\u0644 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f<\/strong>\u0644\u064a\u0633 \u0641\u0642\u0637 \u0627\u0644\u0623\u0634\u0643\u0627\u0644\u060c \u0628\u0644 \u0627\u0644\u0639\u0645\u0642 \u0648\u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0623\u064a\u0636\u0627\u064b.<\/li>\n\n\n\n<li><strong>\u0639\u0645\u0644\u064a\u0627\u062a \u0625\u0631\u062c\u0627\u0639 \u0645\u062a\u0639\u062f\u062f\u0629<\/strong>\u064a\u0645\u0643\u0646 \u0644\u0646\u0628\u0636\u0629 \u0648\u0627\u062d\u062f\u0629 \u0623\u0646 \u062a\u0646\u0639\u0643\u0633 \u0639\u0646 \u0642\u0645\u0645 \u0627\u0644\u0623\u0634\u062c\u0627\u0631 \u0648\u0627\u0644\u0641\u0631\u0648\u0639 \u0648\u0627\u0644\u0623\u0631\u0636\u060c \u0643\u0644\u0647\u0627 \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f.<\/li>\n\n\n\n<li><strong>\u064a\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0625\u0636\u0627\u0621\u0629 \u0627\u0644\u062e\u0627\u0641\u062a\u0629<\/strong>\u0644\u0627 \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0636\u0648\u0621 \u0627\u0644\u0634\u0645\u0633 \u0645\u062b\u0644 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0628\u0635\u0631\u064a.<\/li>\n\n\n\n<li><strong>\u0633\u062d\u0628 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0643\u062b\u064a\u0641\u0629<\/strong>: \u064a\u0644\u062a\u0642\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u062c\u062f\u0627\u064b.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0644\u0643\u0646 \u0627\u0644\u0623\u0645\u0631 \u0644\u064a\u0633 \u0645\u062b\u0627\u0644\u064a\u0627\u064b \u062a\u0645\u0627\u0645\u0627\u064b<\/h2>\n\n\n\n<p>\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0639\u064a\u0648\u0628\u0647\u0627. \u0641\u0628\u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u062f\u0642\u062a\u0647\u0627 \u0627\u0644\u0639\u0627\u0644\u064a\u0629\u060c \u0625\u0644\u0627 \u0623\u0646 \u0647\u0646\u0627\u0643 \u0628\u0639\u0636 \u0627\u0644\u0642\u064a\u0648\u062f \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u062a\u0647\u0627:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u064a\u0643\u0644\u0641<\/strong>\u0642\u062f \u064a\u0643\u0644\u0641 \u0625\u062c\u0631\u0627\u0621 \u0645\u0633\u062d \u0643\u0627\u0645\u0644 \u0628\u062a\u0642\u0646\u064a\u0629 LiDAR \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u062f\u0648\u0644\u0627\u0631\u0627\u062a\u060c \u062e\u0627\u0635\u0629 \u0639\u0646\u062f \u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0644\u0645\u0646\u0627\u0637\u0642 \u0643\u0628\u064a\u0631\u0629 \u0623\u0648 \u0646\u0627\u0626\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u062a\u0639\u0642\u064a\u062f<\/strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0628\u064a\u0627\u0646\u0627\u062a LiDAR \u062a\u062a\u0637\u0644\u0628 \u0623\u062c\u0647\u0632\u0629 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0642\u0648\u064a\u0629 \u0648\u0645\u062d\u0644\u0644\u064a\u0646 \u0645\u062f\u0631\u0628\u064a\u0646.<\/li>\n\n\n\n<li><strong>\u0644\u064a\u0633 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/strong>\u0647\u0630\u0647 \u0644\u064a\u0633\u062a \u0628\u062b\u0627\u064b \u0645\u0628\u0627\u0634\u0631\u0627\u064b. \u0625\u0630\u0627 \u062a\u063a\u064a\u0631\u062a \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633\u060c \u0641\u0633\u062a\u062d\u062a\u0627\u062c \u0627\u0644\u062e\u0631\u064a\u0637\u0629 \u0625\u0644\u0649 \u0625\u0639\u0627\u062f\u0629 \u0631\u0633\u0645\u0647\u0627.<\/li>\n\n\n\n<li><strong>\u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u0645\u064a\u0627\u0647<\/strong>: \u0644\u0627 \u064a\u0639\u0645\u0644 \u0646\u0638\u0627\u0645 LiDAR \u0628\u0634\u0643\u0644 \u062c\u064a\u062f \u0639\u0628\u0631 \u0627\u0644\u0645\u0627\u0621 \u0625\u0644\u0627 \u0625\u0630\u0627 \u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0646\u0638\u0645\u0629 \u0642\u064a\u0627\u0633 \u0627\u0644\u0623\u0639\u0645\u0627\u0642 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629.<\/li>\n<\/ul>\n\n\n\n<p>\u062d\u062a\u0649 \u0639\u0627\u0645 2023\u060c \u0644\u0645 \u064a\u062a\u0645 \u0645\u0633\u062d \u0633\u0648\u0649 \u062d\u0648\u0627\u0644\u064a 51 \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u0637\u0646 \u0645\u0646 \u0633\u0637\u062d \u0627\u0644\u0623\u0631\u0636 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631. \u0648\u064a\u0639\u0648\u062f \u0630\u0644\u0643 \u062c\u0632\u0626\u064a\u0627\u064b \u0625\u0644\u0649 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u0648\u0627\u0644\u062c\u0647\u062f \u0627\u0644\u0643\u0628\u064a\u0631 \u0627\u0644\u0645\u0637\u0644\u0648\u0628.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0627 \u0648\u0631\u0627\u0621 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631: \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0645\u062c\u0631\u062f \u062c\u0632\u0621 \u0645\u0646 \u0627\u0644\u0644\u063a\u0632<\/h2>\n\n\n\n<p>\u0646\u0627\u062f\u0631\u0627\u064b \u0645\u0627 \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0646\u0638\u0627\u0645 LiDAR \u0628\u0634\u0643\u0644 \u0645\u0646\u0641\u0631\u062f \u0647\u0630\u0647 \u0627\u0644\u0623\u064a\u0627\u0645. \u0641\u0641\u064a \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0627\u0644\u062d\u062f\u064a\u062b\u060c \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u064a\u062a\u0645 \u062f\u0645\u062c\u0647 \u0645\u0639 \u0645\u0635\u0627\u062f\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u062e\u0631\u0649.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629<\/strong> \u064a\u064f\u0636\u0641\u064a \u0645\u0644\u0645\u0633\u0627\u064b \u0648\u0644\u0648\u0646\u0627\u064b.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0641\u0648\u062a\u0648\u063a\u0631\u0627\u0645\u062a\u0631\u064a<\/strong> \u064a\u0633\u0627\u0639\u062f \u0641\u064a \u0627\u0633\u062a\u0643\u0645\u0627\u0644 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629.<\/li>\n\n\n\n<li><strong>\u0637\u0628\u0642\u0627\u062a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629<\/strong> \u0623\u0636\u0641 \u0623\u0634\u064a\u0627\u0621 \u0645\u062b\u0644 \u0627\u0644\u0637\u0631\u0642\u060c \u0648\u0627\u0644\u0633\u0643\u0627\u0646\u060c \u0623\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0631\u0627\u0636\u064a.<\/li>\n<\/ul>\n\n\n\n<p>\u064a\u064f\u062a\u064a\u062d \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0637\u0628\u0642\u0627\u062a \u0625\u0646\u0634\u0627\u0621 \u0628\u064a\u0626\u0627\u062a \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0648\u0627\u0642\u0639\u064a\u0629 \u0644\u0644\u063a\u0627\u064a\u0629. \u0641\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u064f\u0636\u0641\u064a \u062f\u0645\u062c \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0628\u062a\u0642\u0646\u064a\u0629 LiDAR \u0645\u0639 \u0635\u0648\u0631\u0629 \u0641\u0636\u0627\u0626\u064a\u0629 \u0644\u0642\u0631\u064a\u0629 \u0639\u0645\u0642\u064b\u0627 \u0647\u064a\u0643\u0644\u064a\u064b\u0627 \u0648\u062a\u0641\u0627\u0635\u064a\u0644 \u0628\u0635\u0631\u064a\u0629 \u062f\u0642\u064a\u0642\u0629. \u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u062a\u0628\u062f\u0648 \u0623\u0642\u0631\u0628 \u0625\u0644\u0649 \u0646\u0633\u062e\u0629 \u0631\u0642\u0645\u064a\u0629 \u0645\u0646 \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"237\" height=\"40\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo.webp\" alt=\"\" class=\"wp-image-180070\" style=\"aspect-ratio:5.926924579914029;width:436px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo.webp 237w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo-18x3.webp 18w\" sizes=\"(max-width: 237px) 100vw, 237px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0643\u064a\u0641 \u0646\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0641\u064a \u0634\u0631\u0643\u0629 FlyPix AI<\/h2>\n\n\n\n<p>\u0641\u064a <a href=\"https:\/\/flypix.ai\/ar\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0641\u0644\u0627\u064a \u0628\u064a\u0643\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a>, \u0646\u0631\u0643\u0632 \u0641\u064a \u0634\u0631\u0643\u062a\u0646\u0627 \u0639\u0644\u0649 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u062a\u0633\u0627\u0639\u062f \u0645\u0646\u0635\u062a\u0646\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0628\u0633\u0631\u0639\u0629 \u0641\u064a \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u064a\u0651\u0631\u0629 \u0648\u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062c\u0648\u064a\u0629\u060c \u062d\u062a\u0649 \u0641\u064a \u0627\u0644\u0645\u0634\u0627\u0647\u062f \u0627\u0644\u0643\u062b\u064a\u0641\u0629 \u0623\u0648 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0623\u0648 \u0627\u0644\u062a\u064a \u064a\u0635\u0639\u0628 \u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u064a\u062f\u0648\u064a\u064b\u0627. \u0648\u0628\u064a\u0646\u0645\u0627 \u062a\u0648\u0641\u0631 \u062e\u0631\u0627\u0626\u0637 LiDAR \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0631\u062a\u0641\u0627\u0639 \u062a\u0641\u0635\u064a\u0644\u064a\u0629\u060c \u0641\u0625\u0646 \u0639\u0645\u0644\u0646\u0627 \u064a\u064f\u0643\u0645\u0651\u0644\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0642\u062f\u064a\u0645 \u0631\u0624\u0649 \u0633\u0631\u064a\u0639\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0645\u0646 \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0645\u0631\u0626\u064a\u0629.<\/p>\n\n\n\n<p>\u0641\u064a \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u062c\u0645\u0639 \u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646\u0627 \u0628\u064a\u0646 \u0623\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0635\u0648\u0631\u0629 \u0623\u0643\u062b\u0631 \u0634\u0645\u0648\u0644\u064b\u0627\u060c \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0635\u0648\u0631 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629 \u0645\u0639 \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0647\u064a\u0643\u0644\u064a\u0629 \u0623\u0648 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0623\u0631\u0627\u0636\u064a. \u0648\u0647\u0646\u0627 \u064a\u0623\u062a\u064a \u062f\u0648\u0631\u0646\u0627. \u0645\u0639 FlyPix\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u0631\u0624\u0649 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0641\u064a \u062f\u0642\u0627\u0626\u0642\u060c \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u0648\u0627 \u064a\u0631\u0627\u0642\u0628\u0648\u0646 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629\u060c \u0623\u0648 \u064a\u062a\u062a\u0628\u0639\u0648\u0646 \u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629\u060c \u0623\u0648 \u064a\u0641\u062d\u0635\u0648\u0646 \u0645\u0648\u0627\u0642\u0639 \u0648\u0627\u0633\u0639\u0629. \u0646\u0648\u0641\u0631 \u0627\u0644\u0633\u0631\u0639\u0629 \u0648\u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u062a\u064a\u0646 \u0644\u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0639\u0645\u0644\u064a\u0627\u062a \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u062f\u0648\u0646 \u0627\u0644\u0645\u0633\u0627\u0633 \u0628\u0627\u0644\u062f\u0642\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0644\u0644\u0645\u0633\u062a\u0642\u0628\u0644<\/h2>\n\n\n\n<p>\u0646\u0634\u0647\u062f \u0623\u064a\u0636\u0627\u064b \u062a\u0632\u0627\u064a\u062f\u0627\u064b \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0641\u064a \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u062a\u0633\u062a\u062e\u062f\u0645 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 FlyPix AI \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0645\u0639\u0627\u064b \u0644\u0623\u062a\u0645\u062a\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u062a\u064a\u0634\u060c \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0627\u0644\u0623\u0631\u0627\u0636\u064a\u060c \u0648\u062d\u062a\u0649 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0626\u064a. \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629\u060c \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u062a\u0643\u0648\u0646 \u062a\u0642\u0646\u064a\u0629 LiDAR \u062c\u0632\u0621\u0627\u064b \u0645\u0646 \u0645\u0646\u0638\u0648\u0645\u0629 &quot;\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a&quot; \u0627\u0644\u0623\u0648\u0633\u0639\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0622\u0644\u0627\u062a \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0641\u0636\u0627\u0621 \u0627\u0644\u0645\u0627\u062f\u064a \u0628\u0634\u0643\u0644 \u0623\u0642\u0631\u0628 \u0625\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0628\u0634\u0631 \u0644\u0647.<\/p>\n\n\n\n<p>\u0645\u0627 \u0647\u064a \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629\u061f \u062a\u0642\u0646\u064a\u0629 LiDAR \u0627\u0644\u0637\u0628\u0648\u063a\u0631\u0627\u0641\u064a\u0629-\u0627\u0644\u0628\u062d\u0631\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0627\u0644\u062a\u064a \u062a\u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u064a\u0627\u0628\u0633\u0629 \u0648\u0642\u0627\u0639 \u0627\u0644\u0628\u062d\u0631 \u0627\u0644\u0636\u062d\u0644 \u0641\u064a \u0645\u0633\u062d \u0648\u0627\u062d\u062f. \u064a\u0645\u0643\u0646 \u0644\u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u062f\u0639\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0627\u062d\u0644\u064a\u0629\u060c \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062a\u0639\u0631\u064a\u0629\u060c \u0648\u0645\u062d\u0627\u0643\u0627\u0629 \u0633\u0644\u0648\u0643 \u0627\u0644\u0623\u0645\u0648\u0627\u062c \u0628\u0627\u0644\u0642\u0631\u0628 \u0645\u0646 \u0627\u0644\u0634\u0648\u0627\u0637\u0626.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/20260112_2320_Image-Generation_remix_01ket175wvf6asb9zvtmm0f9df-1024x683.png\" alt=\"\" class=\"wp-image-181538\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/20260112_2320_Image-Generation_remix_01ket175wvf6asb9zvtmm0f9df-1024x683.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/20260112_2320_Image-Generation_remix_01ket175wvf6asb9zvtmm0f9df-300x200.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/20260112_2320_Image-Generation_remix_01ket175wvf6asb9zvtmm0f9df-768x512.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/20260112_2320_Image-Generation_remix_01ket175wvf6asb9zvtmm0f9df-18x12.png 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/20260112_2320_Image-Generation_remix_01ket175wvf6asb9zvtmm0f9df.png 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u062a\u0649 \u062a\u0643\u0648\u0646 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0647\u064a \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629\u061f<\/h2>\n\n\n\n<p>\u062a\u0643\u0648\u0646 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0623\u0643\u062b\u0631 \u0641\u0627\u0626\u062f\u0629 \u0639\u0646\u062f\u0645\u0627:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0623\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0631\u062a\u0641\u0627\u0639 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629.<\/li>\n\n\n\n<li>\u0645\u0646\u0637\u0642\u062a\u0643 \u0645\u063a\u0637\u0627\u0629 \u0628\u0627\u0644\u0623\u0634\u062c\u0627\u0631 \u0623\u0648 \u0627\u0644\u0645\u0628\u0627\u0646\u064a.<\/li>\n\n\n\n<li>\u0623\u0646\u062a \u062a\u0642\u0648\u0645 \u0628\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a \u0623\u0648 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0623\u0648 \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633.<\/li>\n\n\n\n<li>\u0623\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0623\u0648 \u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0628\u064a\u0626\u0627\u062a.<\/li>\n<\/ul>\n\n\n\n<p>\u0625\u0646\u0647\u0627 \u0645\u0628\u0627\u0644\u063a\u0629 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0623\u0648 \u0627\u0644\u0639\u0631\u0648\u0636 \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0627\u0644\u0628\u0633\u064a\u0637\u0629. \u0648\u0644\u0643\u0646 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u062f\u0642\u0629 \u0645\u0647\u0645\u0629\u060c \u0648\u0647\u064a \u0643\u0630\u0644\u0643 \u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646\u060c \u0641\u0645\u0646 \u0627\u0644\u0635\u0639\u0628 \u0627\u0644\u062a\u063a\u0644\u0628 \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0629 LiDAR.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629<\/h2>\n\n\n\n<p>\u0644\u0645 \u062a\u0639\u062f \u062a\u0642\u0646\u064a\u0629 \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0628\u062a\u0642\u0646\u064a\u0629 LiDAR \u0645\u062c\u0631\u062f \u062a\u0642\u0646\u064a\u0629 \u0645\u062a\u062e\u0635\u0635\u0629\u060c \u0628\u0644 \u0623\u0635\u0628\u062d\u062a \u0645\u0646 \u0623\u062f\u0642 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0623\u0643\u062b\u0631\u0647\u0627 \u062a\u0646\u0648\u0639\u064b\u0627 \u0644\u0642\u064a\u0627\u0633 \u0627\u0644\u0639\u0627\u0644\u0645 \u0648\u0646\u0645\u0630\u062c\u062a\u0647. \u0648\u0631\u063a\u0645 \u062a\u0643\u0644\u0641\u062a\u0647\u0627\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u062a\u0648\u0641\u0631 \u0645\u0633\u062a\u0648\u0649\u064b \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0644\u0627 \u064a\u064f\u0636\u0627\u0647\u0649\u060c \u0648\u0647\u0648 \u0645\u0627 \u062a\u0639\u062c\u0632 \u0639\u0646\u0647 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u0623\u062e\u0631\u0649 \u0628\u0645\u0641\u0631\u062f\u0647\u0627.<\/p>\n\n\n\n<p>\u0645\u0639 \u0627\u0632\u062f\u064a\u0627\u062f \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0623\u062a\u0645\u062a\u0629 \u0623\u0635\u0639\u0628 \u0623\u062c\u0632\u0627\u0621 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629\u060c \u062a\u0648\u0642\u0639 \u0623\u0646 \u064a\u0644\u0639\u0628 LiDAR \u062f\u0648\u0631\u064b\u0627 \u0623\u0643\u0628\u0631 \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u064a\u0648\u0645\u064a - \u0645\u0646 \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0643\u0648\u0645\u064a \u0625\u0644\u0649 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0648\u0645\u0627 \u0648\u0631\u0627\u0621 \u0630\u0644\u0643.<\/p>\n\n\n\n<p>\u0625\u0630\u0627 \u0623\u0631\u062f\u0646\u0627 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0623\u0641\u0636\u0644 \u0628\u0634\u0623\u0646 \u0643\u0648\u0643\u0628 \u0627\u0644\u0623\u0631\u0636\u060c \u0641\u0646\u062d\u0646 \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0641\u0636\u0644 \u0639\u0646\u0647. \u0648\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0647\u064a \u0627\u0644\u0648\u0633\u064a\u0644\u0629 \u0644\u062a\u062d\u0642\u064a\u0642 \u0630\u0644\u0643.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1768252189759\"><strong class=\"schema-faq-question\">1. \u0645\u0627 \u0627\u0644\u0630\u064a \u064a\u062c\u0639\u0644 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0623\u0641\u0636\u0644 \u0645\u0646 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0639\u0627\u062f\u064a\u0629\u061f<\/strong> <p class=\"schema-faq-answer\">\u0644\u064a\u0633 \u0628\u0627\u0644\u0636\u0631\u0648\u0631\u0629 \u0623\u0646 \u064a\u0643\u0648\u0646 &quot;\u0623\u0641\u0636\u0644&quot;\u060c \u0628\u0644 \u0645\u062e\u062a\u0644\u0641\u0627\u064b \u0641\u062d\u0633\u0628. \u062a\u064f\u0638\u0647\u0631 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0634\u0643\u0644 \u0627\u0644\u0623\u0634\u064a\u0627\u0621\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u064f\u0638\u0647\u0631 \u0644\u0643 \u0646\u0638\u0627\u0645 LiDAR \u0627\u0631\u062a\u0641\u0627\u0639\u0647\u0627 \u0648\u0645\u0648\u0642\u0639\u0647\u0627 \u0627\u0644\u062f\u0642\u064a\u0642 \u0641\u064a \u0627\u0644\u0641\u0636\u0627\u0621. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0647\u062a\u0645 \u0628\u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0623\u0648 \u0627\u0644\u0628\u0646\u064a\u0629 \u0623\u0648 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633\u060c \u0641\u0625\u0646 LiDAR \u064a\u062a\u0641\u0648\u0642 \u0628\u0644\u0627 \u0645\u0646\u0627\u0632\u0639. \u0644\u0643\u0646 \u0628\u062f\u0645\u062c \u0627\u0644\u0646\u0638\u0627\u0645\u064a\u0646\u060c \u0633\u062a\u062d\u0635\u0644 \u0639\u0644\u0649 \u0635\u0648\u0631\u0629 \u0623\u0648\u0636\u062d \u0628\u0643\u062b\u064a\u0631.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1768252205985\"><strong class=\"schema-faq-question\">2. \u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0627\u0644\u0631\u0624\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0623\u0634\u062c\u0627\u0631 \u0623\u0648 \u0627\u0644\u0645\u0628\u0627\u0646\u064a\u061f<\/strong> <p class=\"schema-faq-answer\">\u0644\u0627 \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u062e\u062a\u0631\u0627\u0642 \u0627\u0644\u0645\u0628\u0627\u0646\u064a\u060c \u0628\u0627\u0644\u0637\u0628\u0639. \u0644\u0643\u0646\u0647\u0627 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u062e\u062a\u0631\u0627\u0642 \u0641\u062c\u0648\u0627\u062a \u0623\u063a\u0635\u0627\u0646 \u0627\u0644\u0623\u0634\u062c\u0627\u0631. \u0644\u0630\u0627\u060c \u0648\u0631\u063a\u0645 \u0623\u0646\u0647\u0627 \u0644\u0646 \u062a\u062a\u0645\u0643\u0646 \u0645\u0646 \u0631\u0624\u064a\u0629 \u0643\u0644 \u0634\u064a\u0621 \u062a\u062d\u062a \u0627\u0644\u063a\u0627\u0628\u0629\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u062a\u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0627\u0641\u064a\u0629 \u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0623\u0631\u0636 \u062a\u062d\u062a\u0647\u0627 \u0628\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629. \u0648\u0644\u0647\u0630\u0627 \u0627\u0644\u0633\u0628\u0628 \u0641\u0647\u064a \u0630\u0627\u062a \u0642\u064a\u0645\u0629 \u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u064a \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0648\u0639\u0644\u0645 \u0627\u0644\u0622\u062b\u0627\u0631.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1768252218113\"><strong class=\"schema-faq-question\">3. \u0647\u0644 \u064a\u062a\u0645 \u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 LiDAR \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0648\u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0641\u0642\u0637\u061f<\/strong> <p class=\"schema-faq-answer\">\u0641\u064a \u0623\u063a\u0644\u0628 \u0627\u0644\u0623\u062d\u064a\u0627\u0646\u060c \u0646\u0639\u0645. \u064a\u064f\u0639\u062f\u0651 \u0646\u0638\u0627\u0645 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0627\u0644\u0645\u062d\u0645\u0648\u0644 \u062c\u0648\u0627\u064b \u0645\u0646 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0623\u0648 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u064a\u0651\u0631\u0629 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0645\u062b\u0644 \u0644\u0644\u0645\u0633\u0627\u062d\u0627\u062a \u0627\u0644\u0634\u0627\u0633\u0639\u0629. \u0648\u0644\u0643\u0646 \u062a\u0648\u062c\u062f \u0623\u064a\u0636\u0627\u064b \u0623\u0646\u0638\u0645\u0629 \u0644\u064a\u062f\u0627\u0631 \u0623\u0631\u0636\u064a\u0629 (\u062a\u064f\u0633\u0645\u0649 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0627\u0644\u0623\u0631\u0636\u064a) \u0648\u062d\u062a\u0649 \u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0646\u0642\u0644\u0629 \u0645\u064f\u062b\u0628\u0651\u062a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a. \u062a\u062d\u0645\u0644 \u0628\u0639\u0636 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0644\u064a\u062f\u0627\u0631\u060c \u0644\u0643\u0646\u0647\u0627 \u062a\u064f\u0634\u0643\u0651\u0644 \u0627\u0633\u062a\u062b\u0646\u0627\u0621\u064b.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1768252232738\"><strong class=\"schema-faq-question\">4. \u0644\u0645\u0627\u0630\u0627 \u062a\u0643\u0644\u0641 \u0628\u064a\u0627\u0646\u0627\u062a LiDAR \u0627\u0644\u0643\u062b\u064a\u0631\u061f<\/strong> <p class=\"schema-faq-answer\">\u0625\u0646\u0647\u0627 \u0645\u0632\u064a\u062c \u0645\u0646 \u0627\u0644\u0645\u0639\u062f\u0627\u062a\u060c \u0648\u0648\u0642\u062a \u0627\u0644\u0637\u064a\u0631\u0627\u0646\u060c \u0648\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u0627\u062d\u0642\u0629. \u0623\u0646\u062a \u062a\u062f\u0641\u0639 \u062b\u0645\u0646 \u0627\u0644\u0644\u064a\u0632\u0631\u060c \u0648\u0646\u0638\u0627\u0645 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0639\u0627\u0644\u0645\u064a (GPS)\u060c \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0645\u062f\u0645\u062c\u0629\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0627\u0644\u0630\u064a\u0646 \u064a\u062c\u064a\u062f\u0648\u0646 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0641\u064a\u062f\u0629. \u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0641\u0627\u0626\u0642\u0629 \u0627\u0644\u062f\u0642\u0629\u060c \u0648\u0644\u0643\u0646\u0647\u0627 \u0644\u064a\u0633\u062a \u0631\u062e\u064a\u0635\u0629.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1768252244873\"><strong class=\"schema-faq-question\">5. \u0645\u0627 \u0647\u0648 \u0645\u0639\u062f\u0644 \u062a\u062d\u062f\u064a\u062b \u0628\u064a\u0627\u0646\u0627\u062a LiDAR\u061f<\/strong> <p class=\"schema-faq-answer\">\u064a\u0639\u062a\u0645\u062f \u0630\u0644\u0643 \u0639\u0644\u0649 \u0645\u062f\u0649 \u062a\u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0637\u0642\u0629. \u0642\u062f \u0644\u0627 \u062a\u062d\u062a\u0627\u062c \u0627\u0644\u063a\u0627\u0628\u0629 \u0625\u0644\u0649 \u0645\u0633\u062d \u0636\u0648\u0626\u064a \u0625\u0644\u0627 \u0643\u0644 \u0628\u0636\u0639 \u0633\u0646\u0648\u0627\u062a. \u0623\u0645\u0627 \u0627\u0644\u0645\u062f\u064a\u0646\u0629 \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u0646\u0645\u0648\u060c \u0641\u0631\u0628\u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0633\u062d \u0623\u0643\u062b\u0631 \u062a\u0643\u0631\u0627\u0631\u064b\u0627. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0644\u0644\u062a\u062e\u0637\u064a\u0637 \u0623\u0648 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631\u060c \u0641\u0625\u0646 \u0627\u0645\u062a\u0644\u0627\u0643 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u062f\u0651\u062b\u0629 \u064a\u064f\u062d\u062f\u062b \u0641\u0631\u0642\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1768252257008\"><strong class=\"schema-faq-question\">6. \u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a LiDAR \u062f\u0648\u0646 \u0623\u0646 \u0623\u0643\u0648\u0646 \u062e\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u061f<\/strong> <p class=\"schema-faq-answer\">\u064a\u0645\u0643\u0646\u0643 \u0630\u0644\u0643\u060c \u062e\u0627\u0635\u0629\u064b \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0633\u062a\u062e\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u062a\u062a\u0648\u0644\u0649 \u0639\u0646\u0643 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0635\u0639\u0628\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u062a\u0631\u0643\u0632 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 FlyPix AI \u0639\u0644\u0649 \u062c\u0639\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0623\u0633\u0631\u0639 \u0648\u0623\u0633\u0647\u0644\u060c \u062d\u062a\u0649 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0636\u0645 \u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u0641\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0636\u0645\u0646 \u0641\u0631\u064a\u0642\u0647\u0627.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1768252268708\"><strong class=\"schema-faq-question\">7. \u0647\u0644 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0645\u0641\u064a\u062f\u0629 \u0641\u064a \u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u0646\u0627\u062e \u0623\u0648 \u0627\u0644\u0643\u0648\u0627\u0631\u062b\u061f<\/strong> <p class=\"schema-faq-answer\">\u0628\u0627\u0644\u062a\u0623\u0643\u064a\u062f. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0641\u064a \u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0641\u064a\u0636\u0627\u0646\u0627\u062a\u060c \u0648\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0627\u0646\u0647\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0631\u0636\u064a\u0629\u060c \u0648\u062a\u0622\u0643\u0644 \u0627\u0644\u0633\u0648\u0627\u062d\u0644\u060c \u0648\u0645\u0646\u0627\u0637\u0642 \u062d\u0631\u0627\u0626\u0642 \u0627\u0644\u063a\u0627\u0628\u0627\u062a\u060c \u0648\u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u062a\u0637\u0648\u0644. \u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u0644\u062a\u0636\u0627\u0631\u064a\u0633 \u062f\u0648\u0631 \u0641\u064a \u0627\u0644\u0645\u062e\u0627\u0637\u0631\u060c \u0641\u0625\u0646 LiDAR \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u0646\u0645\u0630\u062c\u0629 \u0630\u0644\u0643 \u0628\u062f\u0642\u0629 \u0623\u0643\u0628\u0631 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u0642\u062f\u064a\u0645\u0629.<\/p> <\/div> <\/div>","protected":false},"excerpt":{"rendered":"<p>LiDAR mapping has quietly become one of the most important tools in modern geospatial work. It shows up in everything from flood modeling and city planning to forestry, infrastructure, and simulation. Yet for many people, it still feels abstract or overly technical. At its core, LiDAR mapping is about measuring the world in three dimensions [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":181536,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-181532","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>LiDAR Mapping Explained: How It Works and Where It\u2019s Used<\/title>\n<meta name=\"description\" content=\"LiDAR mapping explained in simple terms. Learn how it works, what data it produces, and why it\u2019s used in mapping, planning, and analysis.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ar\/lidar-mapping\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LiDAR Mapping Explained: How It Works and Where It\u2019s Used\" \/>\n<meta property=\"og:description\" content=\"LiDAR mapping explained in simple terms. Learn how it works, what data it produces, and why it\u2019s used in mapping, planning, and analysis.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/ar\/lidar-mapping\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-12T21:21:19+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-12T21:21:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/flypix.ai\/wp-content\/uploads\/2026\/01\/map-4818834_1280.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"640\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"FlyPix AI Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629\" \/>\n\t<meta name=\"twitter:data1\" content=\"FlyPix AI Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data2\" content=\"9 \u062f\u0642\u0627\u0626\u0642\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/\"},\"author\":{\"name\":\"FlyPix AI Team\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\"},\"headline\":\"LiDAR Mapping: What It Is and Why It Matters\",\"datePublished\":\"2026-01-12T21:21:19+00:00\",\"dateModified\":\"2026-01-12T21:21:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/\"},\"wordCount\":1692,\"publisher\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/map-4818834_1280.jpg\",\"articleSection\":[\"Articles\"],\"inLanguage\":\"ar\"},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/\",\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/\",\"name\":\"LiDAR Mapping Explained: How It Works and Where It\u2019s Used\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/map-4818834_1280.jpg\",\"datePublished\":\"2026-01-12T21:21:19+00:00\",\"dateModified\":\"2026-01-12T21:21:20+00:00\",\"description\":\"LiDAR mapping explained in simple terms. 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What makes LiDAR better than regular satellite images?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"It\u2019s not always \u201cbetter\u201d \u2013 just different. Satellite images show what things look like. LiDAR shows you how high they are and exactly where they sit in space. If you care about elevation, structure, or terrain details, LiDAR wins hands down. But combine the two, and you\u2019ve got a much stronger picture.\",\"inLanguage\":\"ar\"},\"inLanguage\":\"ar\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#faq-question-1768252205985\",\"position\":2,\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#faq-question-1768252205985\",\"name\":\"2. Can LiDAR see through trees or buildings?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Not through buildings, no. But it can penetrate gaps in tree canopies. So while it won\u2019t magically see everything below a forest, it often gets enough data to model the ground underneath pretty well. That\u2019s why it's so valuable in forestry and archaeology.\",\"inLanguage\":\"ar\"},\"inLanguage\":\"ar\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#faq-question-1768252218113\",\"position\":3,\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#faq-question-1768252218113\",\"name\":\"3. Is LiDAR mapping only done by planes and drones?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Most of the time, yes. Airborne LiDAR from planes or drones is the go-to for big areas. But there are also ground-based LiDAR systems (called terrestrial LiDAR) and even mobile ones mounted on vehicles. Some satellites carry LiDAR, but they\u2019re the exception.\",\"inLanguage\":\"ar\"},\"inLanguage\":\"ar\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#faq-question-1768252232738\",\"position\":4,\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#faq-question-1768252232738\",\"name\":\"4. Why does LiDAR data cost so much?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"It\u2019s a mix of hardware, flight time, and post-processing. You\u2019re paying for lasers, GPS, onboard sensors, and then people who know how to turn raw data into something useful. The result is super detailed, but yeah \u2013 it\u2019s not cheap.\",\"inLanguage\":\"ar\"},\"inLanguage\":\"ar\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#faq-question-1768252244873\",\"position\":5,\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#faq-question-1768252244873\",\"name\":\"5. How often does LiDAR data need to be updated?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Depends on how much the area changes. A forest might only need scanning every few years. A fast-growing city? Probably more often. If you\u2019re using LiDAR for planning or risk assessment, having up-to-date data makes a big difference.\",\"inLanguage\":\"ar\"},\"inLanguage\":\"ar\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#faq-question-1768252257008\",\"position\":6,\"url\":\"https:\\\/\\\/flypix.ai\\\/lidar-mapping\\\/#faq-question-1768252257008\",\"name\":\"6. Can I use LiDAR data without being a GIS expert?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"You can, especially if you're using tools that handle the heavy lifting for you. 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\u062a\u0642\u0646\u064a\u0629 LiDAR \u0623\u0641\u0636\u0644 \u0645\u0646 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0639\u0627\u062f\u064a\u0629\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"It\u2019s not always \u201cbetter\u201d \u2013 just different. Satellite images show what things look like. LiDAR shows you how high they are and exactly where they sit in space. If you care about elevation, structure, or terrain details, LiDAR wins hands down. But combine the two, and you\u2019ve got a much stronger picture.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/lidar-mapping\/#faq-question-1768252205985","position":2,"url":"https:\/\/flypix.ai\/lidar-mapping\/#faq-question-1768252205985","name":"2. \u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u064a\u062f\u0627\u0631 \u0627\u0644\u0631\u0624\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0623\u0634\u062c\u0627\u0631 \u0623\u0648 \u0627\u0644\u0645\u0628\u0627\u0646\u064a\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Not through buildings, no. But it can penetrate gaps in tree canopies. So while it won\u2019t magically see everything below a forest, it often gets enough data to model the ground underneath pretty well. That\u2019s why it's so valuable in forestry and archaeology.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/lidar-mapping\/#faq-question-1768252218113","position":3,"url":"https:\/\/flypix.ai\/lidar-mapping\/#faq-question-1768252218113","name":"3. \u0647\u0644 \u064a\u062a\u0645 \u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 LiDAR \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0648\u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0641\u0642\u0637\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Most of the time, yes. Airborne LiDAR from planes or drones is the go-to for big areas. But there are also ground-based LiDAR systems (called terrestrial LiDAR) and even mobile ones mounted on vehicles. Some satellites carry LiDAR, but they\u2019re the exception.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/lidar-mapping\/#faq-question-1768252232738","position":4,"url":"https:\/\/flypix.ai\/lidar-mapping\/#faq-question-1768252232738","name":"4. \u0644\u0645\u0627\u0630\u0627 \u062a\u0643\u0644\u0641 \u0628\u064a\u0627\u0646\u0627\u062a LiDAR \u0627\u0644\u0643\u062b\u064a\u0631\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"It\u2019s a mix of hardware, flight time, and post-processing. You\u2019re paying for lasers, GPS, onboard sensors, and then people who know how to turn raw data into something useful. The result is super detailed, but yeah \u2013 it\u2019s not cheap.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/lidar-mapping\/#faq-question-1768252244873","position":5,"url":"https:\/\/flypix.ai\/lidar-mapping\/#faq-question-1768252244873","name":"5. \u0645\u0627 \u0647\u0648 \u0645\u0639\u062f\u0644 \u062a\u062d\u062f\u064a\u062b \u0628\u064a\u0627\u0646\u0627\u062a LiDAR\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Depends on how much the area changes. A forest might only need scanning every few years. A fast-growing city? Probably more often. If you\u2019re using LiDAR for planning or risk assessment, having up-to-date data makes a big difference.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/lidar-mapping\/#faq-question-1768252257008","position":6,"url":"https:\/\/flypix.ai\/lidar-mapping\/#faq-question-1768252257008","name":"6. \u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a LiDAR \u062f\u0648\u0646 \u0623\u0646 \u0623\u0643\u0648\u0646 \u062e\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"You can, especially if you're using tools that handle the heavy lifting for you. Platforms like FlyPix AI, for example, focus on making geospatial analysis faster and easier, even for teams that don\u2019t have GIS specialists on staff.","inLanguage":"ar"},"inLanguage":"ar"},{"@type":"Question","@id":"https:\/\/flypix.ai\/lidar-mapping\/#faq-question-1768252268708","position":7,"url":"https:\/\/flypix.ai\/lidar-mapping\/#faq-question-1768252268708","name":"7. \u0647\u0644 \u062a\u0642\u0646\u064a\u0629 LiDAR \u0645\u0641\u064a\u062f\u0629 \u0641\u064a \u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u0646\u0627\u062e \u0623\u0648 \u0627\u0644\u0643\u0648\u0627\u0631\u062b\u061f","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Absolutely. It\u2019s used for flood modeling, landslide risk, coastal erosion, wildfire zones \u2013 the list goes on. If the landscape plays a role in the risk, LiDAR helps model that with way more accuracy than older methods.","inLanguage":"ar"},"inLanguage":"ar"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts\/181532","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/comments?post=181532"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/posts\/181532\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/media\/181536"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/media?parent=181532"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/categories?post=181532"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ar\/wp-json\/wp\/v2\/tags?post=181532"}],"curies":[{"name":"\u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}