{"id":6762,"date":"2023-05-17T23:45:08","date_gmt":"2023-05-17T21:45:08","guid":{"rendered":"https:\/\/geopard.tech\/?p=6762"},"modified":"2024-11-12T18:47:41","modified_gmt":"2024-11-12T17:47:41","slug":"%d9%86%d9%85%d9%88%d8%b0%d8%ac-%d8%a7%d9%84%d9%83%d8%b4%d9%81-%d8%a7%d9%84%d8%a2%d9%84%d9%8a-%d8%b9%d9%86-%d8%ad%d8%af%d9%88%d8%af-%d8%a7%d9%84%d8%ad%d9%82%d9%88%d9%84-%d9%81%d9%8a-%d8%a7%d9%84%d8%b2","status":"publish","type":"post","link":"https:\/\/geopard.tech\/ar\/blog\/automated-field-boundaries-detection-model-precision-agriculture\/","title":{"rendered":"\u0646\u0645\u0648\u0630\u062c \u0622\u0644\u064a \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u062d\u062f\u0648\u062f \u0627\u0644\u062d\u0642\u0648\u0644 \u0644\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0645\u0646 GeoPard"},"content":{"rendered":"<p>\u0623\u0643\u0645\u0644\u062a \u0634\u0631\u0643\u0629 GeoPard \u0628\u0646\u062c\u0627\u062d \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0648\u0630\u062c \u0622\u0644\u064a \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u062d\u062f\u0648\u062f \u0627\u0644\u062d\u0642\u0648\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0633\u0646\u0648\u0627\u062a\u060c \u0648\u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u062f\u0642\u064a\u0642 \u0639\u0646 \u0627\u0644\u0633\u062d\u0628 \u0648\u0627\u0644\u0638\u0644\u0627\u0644\u060c \u0648\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0639\u0645\u064a\u0642\u0629.<\/p>\n<p>\u062d\u0642\u0642 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a GeoPard \u062f\u0642\u0629 \u0645\u062a\u0637\u0648\u0631\u0629 \u0628\u0644\u063a\u062a <strong>0.975 \u0639\u0644\u0649 \u0645\u0642\u064a\u0627\u0633 \u0627\u0644\u062a\u0642\u0627\u0637\u0639 \u0639\u0644\u0649 \u0627\u0644\u0627\u062a\u062d\u0627\u062f (IoU)<\/strong>, \u062a\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u062a\u0647\u0627 \u0639\u0628\u0631 \u0645\u0646\u0627\u0637\u0642 \u0648\u0623\u0646\u0648\u0627\u0639 \u0645\u062d\u0627\u0635\u064a\u0644 \u0645\u062a\u0646\u0648\u0639\u0629 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0639\u0627\u0644\u0645.<\/p>\n<p>\u0627\u0637\u0644\u0639 \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0635\u0648\u0631 \u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0641\u064a \u0623\u0644\u0645\u0627\u0646\u064a\u0627 (\u064a\u0628\u0644\u063a \u0645\u062a\u0648\u0633\u0637 \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u062d\u0642\u0644 7 \u0647\u0643\u062a\u0627\u0631\u0627\u062a):<\/p>\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"6765\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/automated-field-boundaries-detection-model-precision-agriculture\/1-raw-sentinel-2-image\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/1-Raw-Sentinel-2-image.jpg?fit=695%2C439&amp;ssl=1\" data-orig-size=\"695,439\" data-comments-opened=\"1\" data-image-title=\"1 &amp;#8211; Raw Sentinel-2 image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/1-Raw-Sentinel-2-image.jpg?fit=695%2C439&amp;ssl=1\" class=\"wp-image-6765 size-full aligncenter\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/1-Raw-Sentinel-2-image.jpg?resize=695%2C439&#038;ssl=1\" alt=\"1- \u0635\u0648\u0631\u0629 \u062e\u0627\u0645 \u0645\u0646 \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a Sentinel-2\" width=\"695\" height=\"439\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/1-Raw-Sentinel-2-image.jpg?w=695&amp;ssl=1 695w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/1-Raw-Sentinel-2-image.jpg?resize=300%2C189&amp;ssl=1 300w\" sizes=\"(max-width: 695px) 100vw, 695px\" \/><\/p>\n<p style=\"text-align: center;\">1 \u2013 \u0635\u0648\u0631\u0629 \u062e\u0627\u0645 \u0645\u0646 \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a Sentinel-2<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"6768\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/automated-field-boundaries-detection-model-precision-agriculture\/3-segmented-field-boundaries\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/3-Segmented-field-boundaries.jpg?fit=722%2C435&amp;ssl=1\" data-orig-size=\"722,435\" data-comments-opened=\"1\" data-image-title=\"3 &amp;#8211; Segmented field boundaries\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/3-Segmented-field-boundaries.jpg?fit=722%2C435&amp;ssl=1\" class=\"wp-image-6768 size-full aligncenter\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/3-Segmented-field-boundaries.jpg?resize=722%2C435&#038;ssl=1\" alt=\"3- \u062d\u062f\u0648\u062f \u0627\u0644\u062d\u0642\u0648\u0644 \u0627\u0644\u0645\u062c\u0632\u0623\u0629\" width=\"722\" height=\"435\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/3-Segmented-field-boundaries.jpg?w=722&amp;ssl=1 722w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/3-Segmented-field-boundaries.jpg?resize=300%2C181&amp;ssl=1 300w\" sizes=\"(max-width: 722px) 100vw, 722px\" \/><\/p>\n<p style=\"text-align: center;\">2 \u2013 \u0635\u0648\u0631\u0629 \u0641\u0627\u0626\u0642\u0629 \u0627\u0644\u062f\u0642\u0629 \u0645\u0646 \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a Sentinel-2 \u0628\u0648\u0627\u0633\u0637\u0629 GeoPard (\u0628\u062f\u0642\u0629 \u0645\u062a\u0631 \u0648\u0627\u062d\u062f)<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"6766\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/automated-field-boundaries-detection-model-precision-agriculture\/2-super-resolution-sentinel-2-image-by-geopard\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/2-Super-resolution-Sentinel-2-image-by-GeoPard.jpg?fit=724%2C440&amp;ssl=1\" data-orig-size=\"724,440\" data-comments-opened=\"1\" data-image-title=\"2 &amp;#8211; Super-resolution Sentinel-2 image by GeoPard\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/2-Super-resolution-Sentinel-2-image-by-GeoPard.jpg?fit=724%2C440&amp;ssl=1\" class=\"wp-image-6766 size-full aligncenter\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/2-Super-resolution-Sentinel-2-image-by-GeoPard.jpg?resize=724%2C440&#038;ssl=1\" alt=\"2 - \u0635\u0648\u0631\u0629 \u0641\u0627\u0626\u0642\u0629 \u0627\u0644\u062f\u0642\u0629 \u0645\u0646 \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a Sentinel-2 \u0628\u0648\u0627\u0633\u0637\u0629 GeoPard\" width=\"724\" height=\"440\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/2-Super-resolution-Sentinel-2-image-by-GeoPard.jpg?w=724&amp;ssl=1 724w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/2-Super-resolution-Sentinel-2-image-by-GeoPard.jpg?resize=300%2C182&amp;ssl=1 300w\" sizes=\"(max-width: 724px) 100vw, 724px\" \/><\/p>\n<p style=\"text-align: center;\">3- \u062d\u062f\u0648\u062f \u0627\u0644\u062d\u0642\u0648\u0644 \u0627\u0644\u0645\u062c\u0632\u0623\u0629\u060c, <strong>0.975 <\/strong><strong>\u0645\u0642\u064a\u0627\u0633 \u062f\u0642\u0629 \u0627\u0644\u062a\u0642\u0627\u0637\u0639 \u0639\u0644\u0649 \u0627\u0644\u0627\u062a\u062d\u0627\u062f (IoU)\u060c, <\/strong>\u0639\u0628\u0631 \u0645\u0646\u0627\u0637\u0642 \u062f\u0648\u0644\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u0623\u0646\u0648\u0627\u0639 \u0645\u062d\u0627\u0635\u064a\u0644 \u0645\u062a\u0646\u0648\u0639\u0629.<\/p>\n<hr \/>\n<p>\u0633\u064a\u062a\u0645 \u0642\u0631\u064a\u0628\u0627\u064b \u062f\u0645\u062c \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0629 \u0645\u0639 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0648\u062a\u0637\u0628\u064a\u0642 GeoPard. \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u0627\u0644\u0641\u0639\u0651\u0627\u0644\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0641\u064a \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644\u060c \u0648\u062a\u0639\u0648\u062f \u0628\u0627\u0644\u0641\u0627\u0626\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629\u060c \u0643\u0645\u0627 \u062a\u064f\u0633\u0647\u0651\u0644 \u0639\u0644\u0649 \u0645\u064f\u0644\u0651\u0627\u0643 \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u063a\u0627\u0644\u0628\u0627\u064b \u0625\u0644\u0649 \u062a\u062d\u062f\u064a\u062b \u062d\u062f\u0648\u062f \u062d\u0642\u0648\u0644\u0647\u0645 \u0628\u064a\u0646 \u0627\u0644\u0645\u0648\u0627\u0633\u0645.<\/p>\n<p>\u064a\u0639\u062a\u0645\u062f \u0646\u0647\u062c GeoPard \u0639\u0644\u0649 <a href=\"https:\/\/docs.geopard.tech\/geopard-tutorials\/product-tour-web-app\/satellite-monitoring\/crop-development-index-graph\">\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0644\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0639\u0644\u0649 \u0645\u062f\u0649 \u0639\u062f\u0629 \u0633\u0646\u0648\u0627\u062a<\/a> \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u062a\u0646\u0627\u0648\u0628 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/docs.geopard.tech\/~gitbook\/image?url=https%3A%2F%2F3272281156-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FYICBELdyAXXebKAzfLOR%252Fuploads%252FCPTPgYcnX5R6t8cY5NFW%252FGeoPard%2520-%2520Biomass%2520development%2520index%2520as%2520a%2520graph.png%3Falt%3Dmedia%26token%3D36d87266-093f-43b3-a14c-85f0a0cad58a&amp;width=768&amp;dpr=4&amp;quality=100&amp;sign=599c4c38&amp;sv=1\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u064a\u0645\u0643\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0628\u0631 <a href=\"https:\/\/docs.geopard.tech\/geopard-tutorials\/api-docs\/geopard-api-overview\">\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a GeoPard<\/a> \u0628\u0646\u0638\u0627\u0645 \u0627\u0644\u062f\u0641\u0639 \u062d\u0633\u0628 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0634\u062a\u0631\u0627\u0643\u0627\u062a \u0645\u0643\u0644\u0641\u0629.<\/p>\n<p>&nbsp;<\/p>\n<h2>\u0645\u0627 \u0647\u0648 \u062a\u062d\u062f\u064a\u062f \u062d\u062f\u0648\u062f \u0627\u0644\u062d\u0642\u0644\u061f<\/h2>\n<p>\u064a\u0634\u064a\u0631 \u062a\u0631\u0633\u064a\u0645 \u062d\u062f\u0648\u062f \u0627\u0644\u062d\u0642\u0648\u0644 \u0625\u0644\u0649 \u0639\u0645\u0644\u064a\u0629 \u062a\u062d\u062f\u064a\u062f \u0648\u0631\u0633\u0645 \u062d\u062f\u0648\u062f \u0627\u0644\u062d\u0642\u0648\u0644 \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629 \u0623\u0648 \u0642\u0637\u0639 \u0627\u0644\u0623\u0631\u0627\u0636\u064a. \u0648\u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0648\u0645\u0635\u0627\u062f\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u0644\u062a\u0631\u0633\u064a\u0645 \u062d\u062f\u0648\u062f \u0627\u0644\u062d\u0642\u0648\u0644 \u0623\u0648 \u0642\u0637\u0639 \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629 \u0627\u0644\u0641\u0631\u062f\u064a\u0629.<\/p>\n<p>\u062a\u0642\u0644\u064a\u062f\u064a\u0627\u064b\u060c \u0643\u0627\u0646 \u0627\u0644\u0645\u0632\u0627\u0631\u0639\u0648\u0646 \u0623\u0648 \u0645\u0644\u0627\u0643 \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u064a\u062d\u062f\u062f\u0648\u0646 \u062d\u062f\u0648\u062f \u0627\u0644\u062d\u0642\u0648\u0644 \u064a\u062f\u0648\u064a\u0627\u064b \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u0639\u0631\u0641\u062a\u0647\u0645 \u0648\u0645\u0644\u0627\u062d\u0638\u0627\u062a\u0647\u0645.<\/p>\n<p>\u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0648\u0645\u0639 \u0627\u0644\u062a\u0642\u062f\u0645 \u0641\u064a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u0648\u062e\u0627\u0635\u0629 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f \u0648\u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 (GIS)\u060c \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u0634\u0628\u0647 \u0627\u0644\u0622\u0644\u064a\u0629 \u0623\u0643\u062b\u0631 \u0627\u0646\u062a\u0634\u0627\u0631\u064b\u0627.<\/p>\n<p>\u064a\u064f\u0639\u062f \u062a\u062d\u0644\u064a\u0644 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0623\u0648 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062c\u0648\u064a\u0629 \u0623\u062d\u062f \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0634\u0627\u0626\u0639\u0629. \u0625\u0630 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\u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0641\u064a \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u0644\u0648\u0627\u0626\u062d \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0648\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629.<\/p>\n<p>\u064a\u0633\u0627\u0639\u062f \u0630\u0644\u0643 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0639\u0627\u0632\u0644\u0629 \u0648\u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0645\u062d\u0645\u064a\u0629 \u0648\u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0645\u0639\u0631\u0636\u0629 \u0644\u0644\u062a\u0622\u0643\u0644 \u0623\u0648 \u062a\u0644\u0648\u062b \u0627\u0644\u0645\u064a\u0627\u0647\u060c \u0645\u0645\u0627 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\u0644\u062a\u062d\u062f\u064a\u062f \u0647\u0630\u0647 \u0627\u0644\u062d\u062f\u0648\u062f \u0628\u062f\u0642\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u062a\u064a\u062d \u0625\u062f\u0627\u0631\u0629 \u0641\u0639\u0651\u0627\u0644\u0629 \u0644\u0644\u0623\u0631\u0627\u0636\u064a \u0648\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0632\u0631\u0627\u0639\u064a\u0629 \u0633\u0644\u064a\u0645\u0629.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u0623\u0643\u0645\u0644\u062a \u0634\u0631\u0643\u0629 GeoPard \u0628\u0646\u062c\u0627\u062d \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0648\u0630\u062c \u0622\u0644\u064a \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u062d\u062f\u0648\u062f \u0627\u0644\u062d\u0642\u0648\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0633\u0646\u0648\u0627\u062a\u060c \u0648\u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u062f\u0642\u064a\u0642 \u0639\u0646 \u0627\u0644\u0633\u062d\u0628 \u0648\u0627\u0644\u0638\u0644\u0627\u0644\u060c \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062a\u0637\u0648\u0631\u0629 \u062e\u0627\u0635\u0629 \u0628\u0647\u0627...<\/p>","protected":false},"author":210157960,"featured_media":6764,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_eb_attr":"","content-type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[1586,1661,1372,1377,1378,1368],"tags":[1618,1668],"class_list":["post-6762","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-features","category-satellite-imagery","category-blog","category-crop-monitoring","category-remote-sensing","category-yield","tag-crop-monitoring","tag-field-boundaries"],"acf":[],"yoast_head":"<!-- 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