{"id":4448,"date":"2025-12-23T13:09:24","date_gmt":"2025-12-23T10:09:24","guid":{"rendered":"https:\/\/autonomouspioneer.com.sa\/drone-driven-mangrove-intelligence-for-saudi-arabia\/"},"modified":"2025-12-23T23:18:29","modified_gmt":"2025-12-23T20:18:29","slug":"drone-driven-mangrove-intelligence-for-saudi-arabia","status":"publish","type":"post","link":"https:\/\/autonomouspioneer.com.sa\/ar\/drone-driven-mangrove-intelligence-for-saudi-arabia\/","title":{"rendered":"\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0644\u063a\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u0627\u0646\u063a\u0631\u0648\u0641 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0631\u0648\u0646 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629"},"content":{"rendered":"\n
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        \n
      • \u0639\u062f\u0651 \u0627\u0644\u0623\u0634\u062c\u0627\u0631 \u0648\u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0643\u062b\u0627\u0641\u0629<\/li>\n\n\n\n
      • \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0648\u0627\u0644\u062a\u064a\u062c\u0627\u0646<\/li>\n\n\n\n
      • \u0631\u0635\u062f \u0627\u0644\u062a\u062f\u0647\u0648\u0631 \u0648\u0627\u0644\u0625\u062c\u0647\u0627\u062f \u0627\u0644\u0646\u0628\u0627\u062a\u064a<\/li>\n<\/ul>\n\n\n\n

        \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u0637\u064a\u0627\u0641 (Multispectral):<\/strong><\/p>\n\n\n\n

          \n
        • \u062a\u0642\u064a\u064a\u0645 \u0635\u062d\u0629 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0643\u0645\u064a\u064b\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0624\u0634\u0631\u0627\u062a \u0645\u062b\u0644: NDVI \u0648 SAVI
          <\/li>\n<\/ul>\n\n\n\n

          \u0628\u064a\u0627\u0646\u0627\u062a LiDAR:<\/strong><\/p>\n\n\n\n

            \n
          • \u0642\u064a\u0627\u0633 \u062f\u0642\u064a\u0642 \u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0623\u0634\u062c\u0627\u0631<\/li>\n\n\n\n
          • \u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0631\u062a\u0641\u0627\u0639 \u0631\u0642\u0645\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629<\/li>\n\n\n\n
          • \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0648\u0627\u0644\u062a\u0639\u0631\u064a\u0629<\/li>\n<\/ul>\n\n\n\n

            \u064a\u0636\u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0647\u062f\u0641 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641\u060c \u0648\u0645\u0644\u0627\u0621\u0645\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629.<\/p>\n\n\n\n

            \u0645\u0646\u0635\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0642\u0631\u0627\u0631\u0627\u062a<\/strong><\/span><\/h2>\n\n\n\n
            \"\u0645\u0646\u0635\u0629<\/figure>\n\n\n\n

            \u0628\u0639\u062f \u0627\u0643\u062a\u0645\u0627\u0644 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629\u060c \u062a\u064f\u0631\u0641\u0639 \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0625\u0644\u0649 \u0645\u0646\u0635\u062a\u0646\u0627 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\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\u060c \u062d\u064a\u062b \u062a\u062a\u062d\u0648\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u0631\u0624\u0649 \u0645\u0648\u062b\u0648\u0642\u0629 \u0648\u0642\u0631\u0627\u0631\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630.

            \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0623\u0631\u0636\u064a \u0648\u0627\u0644\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0628\u064a\u0626\u064a<\/p>\n\n\n\n

              \n
            • \u0627\u0644\u0645\u0633\u0637\u062d\u0627\u062a \u0627\u0644\u0645\u0627\u0626\u064a\u0629<\/li>\n\n\n\n
            • \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u0627\u0644\u0645\u0643\u0634\u0648\u0641\u0629<\/li>\n\n\n\n
            • \u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a<\/li>\n\n\n\n
            • \u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0645\u062a\u062f\u0627\u062f \u063a\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u0627\u0646\u063a\u0631\u0648\u0641<\/li>\n<\/ul>\n\n\n\n

              \u062a\u062d\u062f\u064a\u062f \u0645\u0644\u0627\u0621\u0645\u0629 \u0627\u0644\u0645\u0627\u0646\u063a\u0631\u0648\u0641 \u0648\u062a\u0648\u0635\u064a\u0627\u062a \u0627\u0644\u0632\u0631\u0627\u0639\u0629
              \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062f\u0631\u0648\u0646 \u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0637\u064a\u0627\u0641\u060c \u0646\u062d\u062f\u062f \u0648\u0646\u0631\u062a\u0628 \u0645\u0646\u0627\u0637\u0642 \u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0645\u0627\u0646\u063a\u0631\u0648\u0641 \u0627\u0644\u0623\u0643\u062b\u0631 \u0645\u0644\u0627\u0621\u0645\u0629\u060c \u0645\u0639 \u0627\u0644\u0623\u062e\u0630 \u0641\u064a \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639\u060c \u0648\u0627\u0644\u0631\u0637\u0648\u0628\u0629\u060c \u0648\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0625\u062c\u0647\u0627\u062f \u0627\u0644\u0646\u0628\u0627\u062a\u064a\u060c \u0648\u0627\u0644\u0642\u064a\u0648\u062f \u0627\u0644\u0628\u064a\u0626\u064a\u0629.<\/p>\n\n\n\n

              \u0627\u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u0635\u0631\u064a \u0648\u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0627\u0644\u0631\u0642\u0645\u064a\u0629
              \u062a\u064f\u0639\u0631\u0636 \u062c\u0645\u064a\u0639 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0639\u0628\u0631 \u0645\u0646\u0635\u0629 \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u062a\u062a\u064a\u062d \u0644\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629:<\/p>\n\n\n\n

                \n
              • \u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a<\/li>\n\n\n\n
              • \u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629<\/li>\n\n\n\n
              • \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0633\u062c\u0644\u0627\u062a \u0628\u064a\u0626\u064a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062f\u0642\u064a\u0642<\/li>\n<\/ul>\n\n\n\n

                \u062f\u0639\u0645 \u0627\u0644\u0632\u0631\u0627\u0639\u0629: \u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0625\u0644\u0649 \u0627\u0644\u062a\u0646\u0641\u064a\u0630<\/span><\/strong><\/h2>\n\n\n\n
                \"\u062f\u0639\u0645<\/figure>\n\n\n\n

                \u0644\u0627 \u064a\u0642\u062a\u0635\u0631 \u062f\u0648\u0631\u0646\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0641\u0642\u0637. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0633\u0637\u0648\u0644 \u0627\u0644\u062f\u0631\u0648\u0646 \u0627\u0644\u0632\u0631\u0627\u0639\u064a \u0644\u062f\u064a\u0646\u0627\u060c \u0646\u062f\u0639\u0645 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0628\u0630\u0631 \u0648\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0645\u0627\u0646\u063a\u0631\u0648\u0641 \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0645\u0642\u0627\u0648\u0644\u064a\u0646 \u0645\u0639\u062a\u0645\u062f\u064a\u0646 \u0648\u0634\u0631\u0643\u0627\u0621 \u0627\u0633\u062a\u0634\u0627\u0631\u064a\u064a\u0646 \u0628\u064a\u0626\u064a\u064a\u0646.

                \u064a\u0633\u0627\u0647\u0645 \u0647\u0630\u0627 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0641\u064a \u0631\u062f\u0645 \u0627\u0644\u0641\u062c\u0648\u0629 \u0628\u064a\u0646 \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0648\u0627\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0648\u064a\u0636\u0645\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0627 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a.<\/p>\n\n\n\n

                \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629: \u0642\u064a\u0627\u0633 \u0627\u0644\u0646\u0645\u0648 \u0648\u0627\u0644\u0635\u062d\u0629 \u0648\u0627\u0644\u0623\u062b\u0631 \u0627\u0644\u0643\u0631\u0628\u0648\u0646\u064a<\/strong><\/span><\/h2>\n\n\n\n
                \"\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629<\/figure>\n\n\n\n

                \u064a\u064f\u0642\u0627\u0633 \u0646\u062c\u0627\u062d \u0627\u0644\u0645\u0627\u0646\u063a\u0631\u0648\u0641 \u0639\u0644\u0649 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0637\u0648\u064a\u0644. \u0646\u0646\u0641\u0630 \u0631\u062d\u0644\u0627\u062a \u0645\u0631\u0627\u0642\u0628\u0629 \u062f\u0648\u0631\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a RGB \u0648LiDAR \u0648\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0637\u064a\u0627\u0641\u060c \u0645\u0639 \u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0628\u062e\u0637 \u0627\u0644\u0623\u0633\u0627\u0633 \u0642\u0628\u0644 \u0627\u0644\u0632\u0631\u0627\u0639\u0629.
                <\/strong><\/p>\n\n\n\n

                  \n
                • \u062a\u0635\u0646\u064a\u0641 \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a<\/li>\n\n\n\n
                • \u0639\u062f\u062f \u0627\u0644\u0623\u0634\u062c\u0627\u0631 \u0648\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0643\u062b\u0627\u0641\u0629<\/li>\n\n\n\n
                • \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0635\u062d\u0629 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a<\/li>\n\n\n\n
                • \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0648\u062b\u0628\u0627\u062a \u0627\u0644\u062a\u0636\u0627\u0631\u064a\u0633<\/li>\n\n\n\n
                • \u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0643\u0631\u0628\u0648\u0646 \u0641\u0648\u0642 \u0633\u0637\u062d \u0627\u0644\u0623\u0631\u0636<\/strong> \u0644\u0643\u0644 \u0646\u0648\u0639<\/li>\n<\/ul>\n\n\n\n

                  \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0645\u064a\u064b\u0627 (\u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639\u060c \u0623\u0628\u0639\u0627\u062f \u0627\u0644\u062a\u0627\u062c\u060c \u0646\u0648\u0639 \u0627\u0644\u0634\u062c\u0631\u0629)<\/p>\n\n\n\n

                  \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0648\u062f\u0639\u0645 \u0627\u0644\u062d\u0648\u0643\u0645\u0629 \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0648\u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0629<\/strong><\/span><\/h2>\n\n\n\n

                  \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629 \u0645\u0627 \u064a\u0644\u064a:
                  <\/p>\n\n\n\n

                    \n
                  • \u0645\u0624\u0634\u0631\u0627\u062a \u0623\u062f\u0627\u0621 \u0631\u0626\u064a\u0633\u064a\u0629 (KPIs) \u0644\u0646\u062c\u0627\u062d \u0627\u0644\u0632\u0631\u0627\u0639\u0629<\/li>\n\n\n\n
                  • \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0646\u0645\u0648 \u0648\u0635\u062d\u0629 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a<\/li>\n\n\n\n
                  • \u062a\u0642\u062f\u064a\u0631\u0627\u062a \u0627\u062d\u062a\u062c\u0627\u0632 \u0627\u0644\u0643\u0631\u0628\u0648\u0646<\/li>\n\n\n\n
                  • \u062a\u0648\u0635\u064a\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0648\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u062a\u0635\u062d\u064a\u062d\u064a\u0629<\/li>\n\n\n\n
                  • \u062e\u0631\u0627\u0626\u0637 \u062d\u0631\u0627\u0631\u064a\u0629 \u062a\u0648\u0636\u062d \u0627\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u0643\u062b\u0627\u0641\u0629<\/li>\n<\/ul>\n\n\n\n

                    \u0635\u064f\u0645\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0644\u062f\u0639\u0645 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u060c \u0648\u0627\u0644\u0625\u0641\u0635\u0627\u062d \u0627\u0644\u0627\u0633\u062a\u062f\u0627\u0645\u064a\u060c \u0648\u0627\u0644\u062d\u0648\u0643\u0645\u0629 \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u0645\u062f.<\/p>\n\n\n\n

                    \n

                    \u0627\u0643\u062a\u0634\u0641 \u0622\u0644\u064a\u0629 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u0627\u0646\u063a\u0631\u0648\u0641 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0631\u0648\u0646<\/strong><\/span><\/h3><\/div>\n\n\n\n

                    \ud83d\udce9 \u0647\u0644 \u062a\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u0645\u0631\u0627\u0642\u0628\u0629 \u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0645\u0627\u0646\u063a\u0631\u0648\u0641 \u0623\u0648 \u0642\u064a\u0627\u0633 \u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u0643\u0631\u0628\u0648\u0646 \u0641\u064a \u0627\u0644\u0645\u0645\u0644\u0643\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629\u061f<\/strong>

                    \u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0631\u0648\u0627\u062f \u0627\u0644\u0627\u0633\u062a\u0642\u0644\u0627\u0644 \u0644\u0628\u062f\u0621 \u062a\u0642\u064a\u064a\u0645 \u0628\u064a\u0626\u064a \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u062f\u0631\u0648\u0646 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u064a\u062f\u0639\u0645 \u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0627\u0633\u062a\u062f\u0627\u0645\u0629 \u0648\u0631\u0624\u064a\u0629 \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u0627\u0644\u062e\u0636\u0631\u0627\u0621.<\/p><\/div>\n\n\n\n

                    \n