{"id":8223,"date":"2023-09-10T23:03:39","date_gmt":"2023-09-10T21:03:39","guid":{"rendered":"https:\/\/geopard.tech\/?p=8223"},"modified":"2024-12-01T16:32:13","modified_gmt":"2024-12-01T15:32:13","slug":"%d3%a9%d0%bd%d1%96%d0%bc%d0%b4%d1%96%d0%bb%d1%96%d0%ba-%d0%b4%d0%b5%d1%80%d0%b5%d0%ba%d1%82%d0%b5%d1%80%d1%96%d0%bd-%d0%b0%d0%b2%d1%82%d0%be%d0%bc%d0%b0%d1%82%d1%82%d1%8b-%d1%82%d2%af%d1%80%d0%b4","status":"publish","type":"post","link":"https:\/\/geopard.tech\/kz\/blog\/automated-yield-data-cleaning-and-calibration\/","title":{"rendered":"\u04e8\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 (AYDCC) - \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d\u0434\u0435\u0433\u0456 \u049b\u0430\u0442\u0435\u043b\u0435\u0440\u0434\u0456, \u043c\u044b\u0441\u0430\u043b\u044b, \u0430\u0443\u044b\u0442\u049b\u0443\u043b\u0430\u0440\u0434\u044b, \u043e\u043b\u049b\u044b\u043b\u044b\u049b\u0442\u0430\u0440\u0434\u044b \u043d\u0435\u043c\u0435\u0441\u0435 \u049b\u0430\u0442\u0435\u043b\u0456\u043a\u0442\u0435\u0440\u0434\u0456 \u0430\u043d\u044b\u049b\u0442\u0430\u0443 \u0436\u04d9\u043d\u0435 \u0442\u04af\u0437\u0435\u0442\u0443 \u04af\u0448\u0456\u043d \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0434\u0435\u0440 \u043c\u0435\u043d \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440\u0434\u0456 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0430\u0442\u044b\u043d \u043f\u0440\u043e\u0446\u0435\u0441\u0441. 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\u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0434\u044b. \u041e\u043b \u04d9\u0440 \u0430\u0439\u043c\u0430\u049b\u0442\u044b\u04a3 \u0442\u043e\u043f\u044b\u0440\u0430\u049b \u049b\u04b1\u043d\u0430\u0440\u043b\u044b\u043b\u044b\u0493\u044b \u043c\u0435\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u04d9\u043b\u0435\u0443\u0435\u0442\u0456\u043d\u0435 \u0431\u0430\u0439\u043b\u0430\u043d\u044b\u0441\u0442\u044b \u0442\u044b\u04a3\u0430\u0439\u0442\u049b\u044b\u0448\u0442\u0430\u0440\u0434\u044b\u04a3 \u04d9\u0440\u0442\u04af\u0440\u043b\u0456 \u043c\u04e9\u043b\u0448\u0435\u0440\u043b\u0435\u043c\u0435\u043b\u0435\u0440\u0456\u043d \u049b\u043e\u043b\u0434\u0430\u043d\u0434\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041e\u043b \u0441\u043e\u043d\u0434\u0430\u0439-\u0430\u049b \u04d9\u0440\u0442\u04af\u0440\u043b\u0456 \u0441\u043e\u044f \u0441\u043e\u0440\u0442\u0442\u0430\u0440\u044b\u043d \u0441\u0430\u043b\u044b\u0441\u0442\u044b\u0440\u0443 \u0436\u04d9\u043d\u0435 \u04e9\u0437 \u0436\u0430\u0493\u0434\u0430\u0439\u043b\u0430\u0440\u044b\u043d\u0430 \u0435\u04a3 \u0436\u0430\u049b\u0441\u044b\u0441\u044b\u043d \u0442\u0430\u04a3\u0434\u0430\u0443 \u04af\u0448\u0456\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0434\u044b. \u041d\u04d9\u0442\u0438\u0436\u0435\u0441\u0456\u043d\u0434\u0435 \u043e\u043b \u043e\u0440\u0442\u0430\u0448\u0430 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u0433\u0456\u043d 12%-\u0433\u0435 \u0430\u0440\u0442\u0442\u044b\u0440\u0434\u044b \u0436\u04d9\u043d\u0435 \u0442\u044b\u04a3\u0430\u0439\u0442\u049b\u044b\u0448 \u0448\u044b\u0493\u044b\u043d\u0434\u0430\u0440\u044b\u043d 15%-\u0433\u0435 \u0430\u0437\u0430\u0439\u0442\u0442\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043e\u043b \u0441\u0438\u044f\u049b\u0442\u044b, \u04ae\u043d\u0434\u0456\u0441\u0442\u0430\u043d\u0434\u0430 \u043a\u04af\u0440\u0456\u0448 \u04e9\u0441\u0456\u0440\u0443\u0448\u0456 \u04e9\u0437 \u0435\u0433\u0456\u0441\u0442\u0456\u043a\u0442\u0435\u0440\u0456\u043d\u0456\u04a3 \u0441\u0443\u0430\u0440\u0443 \u043a\u0435\u0441\u0442\u0435\u0441\u0456\u043d \u0442\u04af\u0437\u0435\u0442\u0443 \u04af\u0448\u0456\u043d \u0430\u0443\u0430 \u0440\u0430\u0439\u044b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043c\u0435\u043d \u049b\u0430\u0442\u0430\u0440 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b\u043d \u0434\u0430 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0434\u044b. \u041e\u043b \u0441\u0435\u043d\u0441\u043e\u0440\u043b\u0430\u0440 \u043c\u0435\u043d \u0441\u043f\u0443\u0442\u043d\u0438\u043a\u0442\u0456\u043a \u0441\u0443\u0440\u0435\u0442\u0442\u0435\u0440\u0434\u0456 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u044b\u043f, \u0442\u043e\u043f\u044b\u0440\u0430\u049b\u0442\u044b\u04a3 \u044b\u043b\u0493\u0430\u043b\u0434\u044b\u043b\u044b\u049b \u0434\u0435\u04a3\u0433\u0435\u0439\u0456 \u043c\u0435\u043d \u0436\u0430\u0443\u044b\u043d-\u0448\u0430\u0448\u044b\u043d \u04af\u043b\u0433\u0456\u043b\u0435\u0440\u0456\u043d \u0431\u0430\u049b\u044b\u043b\u0430\u0434\u044b.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" width=\"810\" height=\"456\" data-attachment-id=\"8249\" data-permalink=\"https:\/\/geopard.tech\/kz\/blog\/automated-yield-data-cleaning-and-calibration\/understanding-and-utilization-of-yield-data\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/understanding-and-utilization-of-yield-data.png?fit=1200%2C675&amp;ssl=1\" data-orig-size=\"1200,675\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"understanding and utilization of yield data\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/understanding-and-utilization-of-yield-data.png?fit=300%2C169&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/understanding-and-utilization-of-yield-data.png?fit=1024%2C576&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/understanding-and-utilization-of-yield-data.png?resize=810%2C456&#038;ssl=1\" alt=\"\u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0442\u0443\u0440\u0430\u043b\u044b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0442\u04af\u0441\u0456\u043d\u0443 \u0436\u04d9\u043d\u0435 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443\" class=\"wp-image-8249\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/understanding-and-utilization-of-yield-data.png?w=1200&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/understanding-and-utilization-of-yield-data.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/understanding-and-utilization-of-yield-data.png?resize=1024%2C576&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/understanding-and-utilization-of-yield-data.png?resize=768%2C432&amp;ssl=1 768w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u041e\u043b \u0441\u043e\u043d\u0434\u0430\u0439-\u0430\u049b \u043e\u043d\u044b \u04d9\u0440\u0442\u04af\u0440\u043b\u0456 \u043a\u04af\u0440\u0456\u0448 \u0441\u043e\u0440\u0442\u0442\u0430\u0440\u044b\u043d \u0441\u0430\u043b\u044b\u0441\u0442\u044b\u0440\u0443 \u0436\u04d9\u043d\u0435 \u04e9\u0437 \u0436\u0430\u0493\u0434\u0430\u0439\u043b\u0430\u0440\u044b\u043d\u0430 \u0435\u04a3 \u0436\u0430\u049b\u0441\u044b\u0441\u044b\u043d \u0442\u0430\u04a3\u0434\u0430\u0443 \u04af\u0448\u0456\u043d \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0434\u044b. \u041d\u04d9\u0442\u0438\u0436\u0435\u0441\u0456\u043d\u0434\u0435, \u043e\u043b \u043e\u0440\u0442\u0430\u0448\u0430 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u0433\u0456\u043d 10%-\u0433\u0435 \u0430\u0440\u0442\u0442\u044b\u0440\u044b\u043f, \u0441\u0443\u0434\u044b \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443\u0434\u044b 20%-\u0433\u0435 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\u0441\u0430\u043f\u0430\u0441\u044b\u043d\u044b\u04a3 \u0442\u04e9\u043c\u0435\u043d\u0434\u0456\u0433\u0456 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456\u04a3 \u0436\u0430\u0440\u0430\u043c\u0434\u044b\u043b\u044b\u0493\u044b \u043c\u0435\u043d \u043f\u0430\u0439\u0434\u0430\u043b\u044b\u043b\u044b\u0493\u044b\u043d\u0430 \u04d9\u0441\u0435\u0440 \u0435\u0442\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d \u049b\u0430\u0442\u0435\u043b\u0456\u043a\u0442\u0435\u0440\u0433\u0435, \u0431\u04b1\u0440\u043c\u0430\u043b\u0430\u043d\u0443\u043b\u0430\u0440\u0493\u0430 \u043d\u0435\u043c\u0435\u0441\u0435 \u0441\u04d9\u0439\u043a\u0435\u0441\u0441\u0456\u0437\u0434\u0456\u043a\u0442\u0435\u0440\u0433\u0435 \u04d9\u043a\u0435\u043b\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d.<\/li>\n\n\n\n<li><strong>\u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0433\u0435 \u049b\u043e\u043b \u0436\u0435\u0442\u043a\u0456\u0437\u0443:<\/strong> \u04e8\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0442\u0443\u0440\u0430\u043b\u044b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456\u04a3 \u049b\u043e\u043b\u0436\u0435\u0442\u0456\u043c\u0434\u0456\u043b\u0456\u0433\u0456 \u043c\u0435\u043d \u049b\u043e\u043b\u0436\u0435\u0442\u0456\u043c\u0434\u0456\u043b\u0456\u0433\u0456 \u0430\u0443\u044b\u043b\u0448\u0430\u0440\u0443\u0430\u0448\u044b\u043b\u044b\u049b \u0442\u0435\u0445\u043d\u0438\u043a\u0430\u0441\u044b\u043d\u0430, \u0441\u0435\u043d\u0441\u043e\u0440\u043b\u0430\u0440\u0493\u0430, \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0441\u0430\u049b\u0442\u0430\u0443 \u049b\u04b1\u0440\u044b\u043b\u0493\u044b\u043b\u0430\u0440\u044b\u043d\u0430 \u0436\u04d9\u043d\u0435 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430\u043b\u0430\u0440\u044b\u043d\u0430 \u049b\u043e\u043b \u0436\u0435\u0442\u043a\u0456\u0437\u0443\u0433\u0435 \u0436\u04d9\u043d\u0435 \u043e\u043b\u0430\u0440\u0434\u044b\u04a3 \u043c\u0435\u043d\u0448\u0456\u0433\u0456\u043d\u0435 \u0431\u0430\u0439\u043b\u0430\u043d\u044b\u0441\u0442\u044b. \u049a\u043e\u043b\u0436\u0435\u0442\u0456\u043c\u0434\u0456\u043b\u0456\u043a\u0442\u0456\u04a3 \u043d\u0435\u043c\u0435\u0441\u0435 \u043c\u0435\u043d\u0448\u0456\u043a \u049b\u04b1\u049b\u044b\u0493\u044b\u043d\u044b\u04a3 \u0431\u043e\u043b\u043c\u0430\u0443\u044b \u0444\u0435\u0440\u043c\u0435\u0440\u043b\u0435\u0440\u0434\u0456\u04a3 \u04e9\u0437 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u0436\u0438\u043d\u0430\u0443, \u0441\u0430\u049b\u0442\u0430\u0443, \u0431\u04e9\u043b\u0456\u0441\u0443 \u043d\u0435\u043c\u0435\u0441\u0435 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443 \u043c\u04af\u043c\u043a\u0456\u043d\u0434\u0456\u0433\u0456\u043d \u0448\u0435\u043a\u0442\u0435\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d.<\/li>\n\n\n\n<li><strong>\u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u049b\u04b1\u043f\u0438\u044f\u043b\u044b\u043b\u044b\u0493\u044b:<\/strong> \u041e\u043d\u044b\u04a3 \u049b\u0430\u0443\u0456\u043f\u0441\u0456\u0437\u0434\u0456\u0433\u0456 \u043c\u0435\u043d \u049b\u04b1\u043f\u0438\u044f\u043b\u044b\u043b\u044b\u0493\u044b \u0444\u0435\u0440\u043c\u0435\u0440\u043b\u0435\u0440\u0434\u0456\u04a3, \u0442\u0435\u0445\u043d\u0438\u043a\u0430 \u04e9\u043d\u0434\u0456\u0440\u0443\u0448\u0456\u043b\u0435\u0440\u0456\u043d\u0456\u04a3, \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0435\u0442\u043a\u0456\u0437\u0443\u0448\u0456\u043b\u0435\u0440\u0456\u043d\u0456\u04a3 \u0436\u04d9\u043d\u0435 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443\u0448\u044b\u043b\u0430\u0440\u0434\u044b\u04a3 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u049b\u043e\u0440\u0493\u0430\u0443\u044b \u043c\u0435\u043d \u0440\u0435\u0442\u0442\u0435\u0443\u0456\u043d\u0435 \u0431\u0430\u0439\u043b\u0430\u043d\u044b\u0441\u0442\u044b. \u049a\u043e\u0440\u0493\u0430\u0443\u0434\u044b\u04a3 \u043d\u0435\u043c\u0435\u0441\u0435 \u0440\u0435\u0442\u0442\u0435\u0443\u0434\u0456\u04a3 \u0431\u043e\u043b\u043c\u0430\u0443\u044b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u04b1\u0440\u043b\u0430\u0443, \u043c\u0430\u043d\u0438\u043f\u0443\u043b\u044f\u0446\u0438\u044f\u043b\u0430\u0443 \u043d\u0435\u043c\u0435\u0441\u0435 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443 \u0441\u0438\u044f\u049b\u0442\u044b \u0440\u04b1\u049b\u0441\u0430\u0442\u0441\u044b\u0437 \u043d\u0435\u043c\u0435\u0441\u0435 \u044d\u0442\u0438\u043a\u0430\u043b\u044b\u049b \u0435\u043c\u0435\u0441 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443\u0493\u0430 \u04b1\u0448\u044b\u0440\u0430\u0442\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d.<\/li>\n\n\n\n<li><strong>\u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0441\u0430\u0443\u0430\u0442\u0442\u044b\u043b\u044b\u0493\u044b:<\/strong> \u04e8\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0442\u0443\u0440\u0430\u043b\u044b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0442\u04af\u0441\u0456\u043d\u0443 \u0436\u04d9\u043d\u0435 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443 \u0444\u0435\u0440\u043c\u0435\u0440\u043b\u0435\u0440\u0434\u0456\u04a3, \u043a\u0435\u04a3\u0435\u0439\u0442\u0443 \u0430\u0433\u0435\u043d\u0442\u0442\u0435\u0440\u0456\u043d\u0456\u04a3, \u043a\u0435\u04a3\u0435\u0441\u0448\u0456\u043b\u0435\u0440\u0434\u0456\u04a3 \u0436\u04d9\u043d\u0435 \u0437\u0435\u0440\u0442\u0442\u0435\u0443\u0448\u0456\u043b\u0435\u0440\u0434\u0456\u04a3 \u0434\u0430\u0493\u0434\u044b\u043b\u0430\u0440\u044b \u043c\u0435\u043d \u0431\u0456\u043b\u0456\u043c\u0456\u043d\u0435 \u0431\u0430\u0439\u043b\u0430\u043d\u044b\u0441\u0442\u044b. \u0414\u0430\u0493\u0434\u044b\u043b\u0430\u0440\u0434\u044b\u04a3 \u043d\u0435\u043c\u0435\u0441\u0435 \u0431\u0456\u043b\u0456\u043c\u043d\u0456\u04a3 \u0436\u0435\u0442\u0456\u0441\u043f\u0435\u0443\u0448\u0456\u043b\u0456\u0433\u0456 \u0431\u04b1\u043b \u0441\u0443\u0431\u044a\u0435\u043a\u0442\u0456\u043b\u0435\u0440\u0434\u0456\u04a3 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0442\u0438\u0456\u043c\u0434\u0456 \u0442\u04af\u0441\u0456\u043d\u0434\u0456\u0440\u0443, \u0436\u0435\u0442\u043a\u0456\u0437\u0443 \u043d\u0435\u043c\u0435\u0441\u0435 \u049b\u043e\u043b\u0434\u0430\u043d\u0443 \u049b\u0430\u0431\u0456\u043b\u0435\u0442\u0456\u043d\u0435 \u043a\u0435\u0434\u0435\u0440\u0433\u0456 \u043a\u0435\u043b\u0442\u0456\u0440\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"810\" height=\"455\" data-attachment-id=\"8248\" data-permalink=\"https:\/\/geopard.tech\/kz\/blog\/automated-yield-data-cleaning-and-calibration\/gathering-yield-data-using-farm-machines-like-harvesters\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/gathering-yield-data-using-farm-machines-like-harvesters.jpg?fit=1365%2C767&amp;ssl=1\" data-orig-size=\"1365,767\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"gathering yield data using farm machines like harvesters\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/gathering-yield-data-using-farm-machines-like-harvesters.jpg?fit=300%2C169&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/gathering-yield-data-using-farm-machines-like-harvesters.jpg?fit=1024%2C575&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/gathering-yield-data-using-farm-machines-like-harvesters.jpg?resize=810%2C455&#038;ssl=1\" alt=\"\u043a\u043e\u043c\u0431\u0430\u0439\u043d\u0434\u0430\u0440 \u0441\u0438\u044f\u049b\u0442\u044b \u0430\u0443\u044b\u043b\u0448\u0430\u0440\u0443\u0430\u0448\u044b\u043b\u044b\u049b \u043c\u0430\u0448\u0438\u043d\u0430\u043b\u0430\u0440\u044b\u043d \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u044b\u043f \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b\u043d \u0436\u0438\u043d\u0430\u0443\" class=\"wp-image-8248\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/gathering-yield-data-using-farm-machines-like-harvesters.jpg?w=1365&amp;ssl=1 1365w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/gathering-yield-data-using-farm-machines-like-harvesters.jpg?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/gathering-yield-data-using-farm-machines-like-harvesters.jpg?resize=1024%2C575&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/gathering-yield-data-using-farm-machines-like-harvesters.jpg?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/gathering-yield-data-using-farm-machines-like-harvesters.jpg?resize=1200%2C674&amp;ssl=1 1200w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043e\u043d\u0434\u044b\u049b\u0442\u0430\u043d, \u043e\u0441\u044b \u049b\u0438\u044b\u043d\u0434\u044b\u049b\u0442\u0430\u0440\u0434\u044b \u0436\u0435\u04a3\u0443 \u0436\u04d9\u043d\u0435 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d\u0456\u04a3 \u0442\u043e\u043b\u044b\u049b \u04d9\u043b\u0435\u0443\u0435\u0442\u0456\u043d \u0436\u04af\u0437\u0435\u0433\u0435 \u0430\u0441\u044b\u0440\u0443 \u04af\u0448\u0456\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 \u043c\u0430\u04a3\u044b\u0437\u0434\u044b.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-introduction-to-yield-data-cleaning-and-calibration\">\u0428\u044b\u0493\u0430\u0440\u0443 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443\u0433\u0435 \u043a\u0456\u0440\u0456\u0441\u043f\u0435<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u04e8\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0442\u0443\u0440\u0430\u043b\u044b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0434\u0430\u049b\u044b\u043b\u0434\u0430\u0440\u0434\u044b\u04a3 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u0433\u0456\u043d \u0442\u0430\u043b\u0434\u0430\u0493\u044b\u0441\u044b \u043a\u0435\u043b\u0435\u0442\u0456\u043d, \u0431\u0430\u0441\u049b\u0430\u0440\u0443 \u0430\u0439\u043c\u0430\u049b\u0442\u0430\u0440\u044b\u043d \u0430\u043d\u044b\u049b\u0442\u0430\u0493\u044b\u0441\u044b \u043a\u0435\u043b\u0435\u0442\u0456\u043d \u0436\u04d9\u043d\u0435 \u0448\u0435\u0448\u0456\u043c \u049b\u0430\u0431\u044b\u043b\u0434\u0430\u0443\u0434\u044b \u043e\u04a3\u0442\u0430\u0439\u043b\u0430\u043d\u0434\u044b\u0440\u0493\u044b\u0441\u044b \u043a\u0435\u043b\u0435\u0442\u0456\u043d \u0444\u0435\u0440\u043c\u0435\u0440\u043b\u0435\u0440 \u043c\u0435\u043d \u0437\u0435\u0440\u0442\u0442\u0435\u0443\u0448\u0456\u043b\u0435\u0440 \u04af\u0448\u0456\u043d \u049b\u04b1\u043d\u0434\u044b \u0430\u049b\u043f\u0430\u0440\u0430\u0442 \u043a\u04e9\u0437\u0456 \u0431\u043e\u043b\u044b\u043f \u0442\u0430\u0431\u044b\u043b\u0430\u0434\u044b. \u0414\u0435\u0433\u0435\u043d\u043c\u0435\u043d, \u043e\u043b\u0430\u0440\u0434\u044b\u04a3 \u0441\u0435\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u0433\u0456 \u043c\u0435\u043d \u0434\u04d9\u043b\u0434\u0456\u0433\u0456\u043d \u049b\u0430\u043c\u0442\u0430\u043c\u0430\u0441\u044b\u0437 \u0435\u0442\u0443 \u04af\u0448\u0456\u043d \u043a\u04e9\u0431\u0456\u043d\u0435\u0441\u0435 \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 \u049b\u0430\u0436\u0435\u0442.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cYieldDataset\u201d \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 - \u0431\u04b1\u043b \u043c\u04d9\u043d\u0434\u0435\u0440\u0434\u0456\u04a3 \u0442\u0430\u0440\u0430\u043b\u0443\u044b\u043d \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0430\u043b\u044b\u049b \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u0442\u0435\u0440\u0433\u0435 \u0441\u04d9\u0439\u043a\u0435\u0441 \u0442\u04af\u0437\u0435\u0442\u0435\u0442\u0456\u043d, \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456\u04a3 \u0436\u0430\u043b\u043f\u044b \u0442\u04b1\u0442\u0430\u0441\u0442\u044b\u0493\u044b\u043d \u0436\u0430\u049b\u0441\u0430\u0440\u0442\u0430\u0442\u044b\u043d \u0444\u0443\u043d\u043a\u0446\u0438\u044f. \u0411\u04b1\u043b \u0448\u0435\u0448\u0456\u043c \u049b\u0430\u0431\u044b\u043b\u0434\u0430\u0443 \u0441\u0430\u043f\u0430\u0441\u044b\u043d \u0430\u0440\u0442\u0442\u044b\u0440\u0430\u0434\u044b \u0436\u04d9\u043d\u0435 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b\u043d \u043e\u0434\u0430\u043d \u04d9\u0440\u0456 \u0442\u0435\u0440\u0435\u04a3 \u0442\u0430\u043b\u0434\u0430\u0443 \u04af\u0448\u0456\u043d \u049b\u04b1\u043d\u0434\u044b \u0435\u0442\u0435\u0434\u0456.<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\" id=\"h-geopard-yield-clean-calibration-module\">GeoPard \u0442\u0430\u0437\u0430 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 \u043c\u043e\u0434\u0443\u043b\u0456<\/h2>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">GeoPard \u04e9\u0437\u0456\u043d\u0456\u04a3 Yield Clean-Calibration \u043c\u043e\u0434\u0443\u043b\u0456\u043d \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u044b\u043f, \u043a\u0456\u0440\u0456\u0441\u0442\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443\u0493\u0430 \u0436\u04d9\u043d\u0435 \u0442\u04af\u0437\u0435\u0442\u0443\u0433\u0435 \u043c\u04af\u043c\u043a\u0456\u043d\u0434\u0456\u043a \u0431\u0435\u0440\u0434\u0456. <\/p>\n\n\n\n\n\n<p class=\"wp-block-paragraph\">\u0411\u0456\u0437 \u0441\u0456\u0437\u0434\u0456\u04a3 \u04e9\u043d\u0456\u043c \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u04a3\u0456\u0437\u0434\u0456\u04a3 \u0441\u0430\u043f\u0430\u0441\u044b\u043d \u0436\u0430\u049b\u0441\u0430\u0440\u0442\u0443\u0434\u044b \u0431\u04b1\u0440\u044b\u043d\u0493\u044b\u0434\u0430\u043d \u0434\u0430 \u043e\u04a3\u0430\u0439\u043b\u0430\u0442\u0442\u044b\u049b, \u0444\u0435\u0440\u043c\u0435\u0440\u043b\u0435\u0440\u0433\u0435 \u0441\u0456\u0437 \u0441\u0435\u043d\u0456\u043c \u0430\u0440\u0442\u0430 \u0430\u043b\u0430\u0442\u044b\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0433\u0435 \u043d\u0435\u0433\u0456\u0437\u0434\u0435\u043b\u0433\u0435\u043d \u0448\u0435\u0448\u0456\u043c\u0434\u0435\u0440 \u049b\u0430\u0431\u044b\u043b\u0434\u0430\u0443\u0493\u0430 \u043c\u04af\u043c\u043a\u0456\u043d\u0434\u0456\u043a \u0431\u0435\u0440\u0434\u0456\u043a.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><a href=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-similar-to-Field-Potential-zones.jpg?ssl=1\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"810\" height=\"421\" data-attachment-id=\"8231\" data-permalink=\"https:\/\/geopard.tech\/kz\/blog\/automated-yield-data-cleaning-and-calibration\/geopard-yield-cleaning-calibration-similar-to-field-potential-zones\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-similar-to-Field-Potential-zones.jpg?fit=1920%2C999&amp;ssl=1\" data-orig-size=\"1920,999\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"GeoPard &amp;#8211; Yield Cleaning &amp;#038; Calibration, similar to Field Potential zones\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-similar-to-Field-Potential-zones.jpg?fit=300%2C156&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-similar-to-Field-Potential-zones.jpg?fit=1024%2C533&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-similar-to-Field-Potential-zones.jpg?resize=810%2C421&#038;ssl=1\" alt=\"GeoPard - \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a\u0442\u0456 \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443, \u0434\u0430\u043b\u0430\u043b\u044b\u049b \u04d9\u043b\u0435\u0443\u0435\u0442\u0442\u0456 \u0430\u0439\u043c\u0430\u049b\u0442\u0430\u0440\u0493\u0430 \u04b1\u049b\u0441\u0430\u0441\" class=\"wp-image-8231\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-similar-to-Field-Potential-zones.jpg?w=1920&amp;ssl=1 1920w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-similar-to-Field-Potential-zones.jpg?resize=300%2C156&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-similar-to-Field-Potential-zones.jpg?resize=1024%2C533&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-similar-to-Field-Potential-zones.jpg?resize=768%2C400&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-similar-to-Field-Potential-zones.jpg?resize=1536%2C799&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-similar-to-Field-Potential-zones.jpg?resize=1200%2C624&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-similar-to-Field-Potential-zones.jpg?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/a><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u041a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443\u0434\u0435\u043d \u0436\u04d9\u043d\u0435 \u0442\u0430\u0437\u0430\u043b\u0430\u0443\u0434\u0430\u043d \u043a\u0435\u0439\u0456\u043d \u0430\u043b\u044b\u043d\u0493\u0430\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b \u0431\u0456\u0440\u0442\u0435\u043a\u0442\u0456 \u0431\u043e\u043b\u0430\u0434\u044b, \u0430\u0443\u044b\u0442\u049b\u0443\u043b\u0430\u0440\u0441\u044b\u0437 \u043d\u0435\u043c\u0435\u0441\u0435 \u043a\u04e9\u0440\u0448\u0456\u043b\u0435\u0441 \u0433\u0435\u043e\u043c\u0435\u0442\u0440\u0438\u044f\u043b\u0430\u0440 \u0430\u0440\u0430\u0441\u044b\u043d\u0434\u0430 \u043a\u0435\u043d\u0435\u0442\u0442\u0435\u043d \u04e9\u0437\u0433\u0435\u0440\u0456\u0441\u0442\u0435\u0440 \u0431\u043e\u043b\u043c\u0430\u0439\u0434\u044b. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0411\u0456\u0437\u0434\u0456\u04a3 \u0436\u0430\u04a3\u0430 \u043c\u043e\u0434\u0443\u043b\u044c\u043c\u0435\u043d \u0441\u0456\u0437:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Select-an-option-to-proceed.webp?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"810\" height=\"459\" data-attachment-id=\"9339\" data-permalink=\"https:\/\/geopard.tech\/kz\/?attachment_id=9339\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Select-an-option-to-proceed.webp?fit=1070%2C606&amp;ssl=1\" data-orig-size=\"1070,606\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Select an option to proceed\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;Select an option to proceed&lt;\/p&gt;\" data-medium-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Select-an-option-to-proceed.webp?fit=300%2C170&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Select-an-option-to-proceed.webp?fit=1024%2C580&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Select-an-option-to-proceed.webp?resize=810%2C459&#038;ssl=1\" alt=\"\u0416\u0430\u043b\u0493\u0430\u0441\u0442\u044b\u0440\u0443 \u04af\u0448\u0456\u043d \u043e\u043f\u0446\u0438\u044f\u043d\u044b \u0442\u0430\u04a3\u0434\u0430\u04a3\u044b\u0437\" class=\"wp-image-9339\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Select-an-option-to-proceed.webp?w=1070&amp;ssl=1 1070w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Select-an-option-to-proceed.webp?resize=300%2C170&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Select-an-option-to-proceed.webp?resize=1024%2C580&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Select-an-option-to-proceed.webp?resize=768%2C435&amp;ssl=1 768w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/a><figcaption class=\"wp-element-caption\">\u0416\u0430\u043b\u0493\u0430\u0441\u0442\u044b\u0440\u0443 \u04af\u0448\u0456\u043d \u043e\u043f\u0446\u0438\u044f\u043d\u044b \u0442\u0430\u04a3\u0434\u0430\u04a3\u044b\u0437<\/figcaption><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>\u0417\u0430\u049b\u044b\u043c\u0434\u0430\u043b\u0493\u0430\u043d, \u049b\u0430\u0431\u0430\u0442\u0442\u0430\u0441\u049b\u0430\u043d \u0436\u04d9\u043d\u0435 \u049b\u0430\u043b\u044b\u043f\u0442\u044b \u0435\u043c\u0435\u0441 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u043d\u04af\u043a\u0442\u0435\u043b\u0435\u0440\u0456\u043d \u0430\u043b\u044b\u043f \u0442\u0430\u0441\u0442\u0430\u04a3\u044b\u0437<\/li>\n\n\n\n<li>\u0411\u0456\u0440\u043d\u0435\u0448\u0435 \u043c\u0430\u0448\u0438\u043d\u0430\u0434\u0430\u0493\u044b \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u043c\u04d9\u043d\u0434\u0435\u0440\u0456\u043d \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443<\/li>\n\n\n\n<li>\u041a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443\u0434\u0456 \u0431\u0456\u0440\u043d\u0435\u0448\u0435 \u0440\u0435\u0442 \u0431\u0430\u0441\u0443 \u0430\u0440\u049b\u044b\u043b\u044b \u0431\u0430\u0441\u0442\u0430\u04a3\u044b\u0437 (\u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443\u0448\u044b \u0442\u04d9\u0436\u0456\u0440\u0438\u0431\u0435\u0441\u0456\u043d \u0436\u0435\u04a3\u0456\u043b\u0434\u0435\u0442\u0435\u0434\u0456) \u043d\u0435\u043c\u0435\u0441\u0435 \u0431\u0430\u0439\u043b\u0430\u043d\u044b\u0441\u0442\u044b GeoPad API \u0441\u043e\u04a3\u0493\u044b \u043d\u04af\u043a\u0442\u0435\u0441\u0456\u043d \u043e\u0440\u044b\u043d\u0434\u0430\u04a3\u044b\u0437<\/li>\n<\/ul>\n\n\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"11015\" class=\"elementor elementor-11015\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-8e714aa e-flex e-con-boxed e-con e-parent\" data-id=\"8e714aa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-91d0434 elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"91d0434\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;1&quot;,&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Kuvakaruselli\" dir=\"ltr\" data-no-translation-aria-label=\"\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper swiper-image-stretch\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 \/ 7\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Automated_Yield_Data_Cleaning_Calibration_with_GeoPard-1.jpg?fit=818%2C1024&amp;ssl=1\" alt=\"GeoPard \u043a\u04e9\u043c\u0435\u0433\u0456\u043c\u0435\u043d \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440_\u0442\u0430\u0437\u0430\u043b\u0430\u0443_\u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443\u0456 (1)\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 \/ 7\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Automated_Yield_Data_Cleaning_Calibration_with_GeoPard-2.jpg?fit=818%2C1024&amp;ssl=1\" alt=\"GeoPard \u043a\u04e9\u043c\u0435\u0433\u0456\u043c\u0435\u043d \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440_\u0442\u0430\u0437\u0430\u043b\u0430\u0443_\u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443\u0456 (2)\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 \/ 7\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Automated_Yield_Data_Cleaning_Calibration_with_GeoPard-3.jpg?fit=818%2C1024&amp;ssl=1\" alt=\"GeoPard \u043a\u04e9\u043c\u0435\u0433\u0456\u043c\u0435\u043d \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440_\u0442\u0430\u0437\u0430\u043b\u0430\u0443_\u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443\u0456 (3)\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 \/ 7\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Automated_Yield_Data_Cleaning_Calibration_with_GeoPard-4.jpg?fit=818%2C1024&amp;ssl=1\" alt=\"GeoPard \u043a\u04e9\u043c\u0435\u0433\u0456\u043c\u0435\u043d \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440_\u0448\u044b\u0493\u044b\u0441\u044b\u043d_\u0442\u0430\u0437\u0430\u043b\u0430\u0443_\u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 (4)\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 \/ 7\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Automated_Yield_Data_Cleaning_Calibration_with_GeoPard-5.jpg?fit=818%2C1024&amp;ssl=1\" alt=\"GeoPard \u043a\u04e9\u043c\u0435\u0433\u0456\u043c\u0435\u043d \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440_\u0448\u044b\u0493\u044b\u0441\u044b\u043d_\u0442\u0430\u0437\u0430\u043b\u0430\u0443_\u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443\u0456 (5)\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"6 \/ 7\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Automated_Yield_Data_Cleaning_Calibration_with_GeoPard-6.jpg?fit=818%2C1024&amp;ssl=1\" alt=\"GeoPard \u043a\u04e9\u043c\u0435\u0433\u0456\u043c\u0435\u043d \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440_\u0442\u0430\u0437\u0430\u043b\u0430\u0443_\u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443\u0456 (6)\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"7 \/ 7\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Automated_Yield_Data_Cleaning_Calibration_with_GeoPard-7.jpg?fit=818%2C1024&amp;ssl=1\" alt=\"GeoPard \u043a\u04e9\u043c\u0435\u0433\u0456\u043c\u0435\u043d \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440_\u0442\u0430\u0437\u0430\u043b\u0430\u0443_\u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443\u0456 (7)\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-circle-left\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 504C119 504 8 393 8 256S119 8 256 8s248 111 248 248-111 248-248 248zm28.9-143.6L209.4 288H392c13.3 0 24-10.7 24-24v-16c0-13.3-10.7-24-24-24H209.4l75.5-72.4c9.7-9.3 9.9-24.8.4-34.3l-11-10.9c-9.4-9.4-24.6-9.4-33.9 0L107.7 239c-9.4 9.4-9.4 24.6 0 33.9l132.7 132.7c9.4 9.4 24.6 9.4 33.9 0l11-10.9c9.5-9.5 9.3-25-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-circle-right\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8c137 0 248 111 248 248S393 504 256 504 8 393 8 256 119 8 256 8zm-28.9 143.6l75.5 72.4H120c-13.3 0-24 10.7-24 24v16c0 13.3 10.7 24 24 24h182.6l-75.5 72.4c-9.7 9.3-9.9 24.8-.4 34.3l11 10.9c9.4 9.4 24.6 9.4 33.9 0L404.3 273c9.4-9.4 9.4-24.6 0-33.9L271.6 106.3c-9.4-9.4-24.6-9.4-33.9 0l-11 10.9c-9.5 9.6-9.3 25.1.4 34.4z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\n\n\n<p class=\"wp-block-paragraph\">\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443\u0434\u0456 \u049b\u043e\u043b\u0434\u0430\u043d\u0443\u0434\u044b\u04a3 \u0435\u04a3 \u043a\u04e9\u043f \u0442\u0430\u0440\u0430\u043b\u0493\u0430\u043d \u0436\u0430\u0493\u0434\u0430\u0439\u043b\u0430\u0440\u044b\u043d\u0430 \u043c\u044b\u043d\u0430\u043b\u0430\u0440 \u0436\u0430\u0442\u0430\u0434\u044b:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0411\u0456\u0440\u043d\u0435\u0448\u0435 \u043a\u043e\u043c\u0431\u0430\u0439\u043d \u0431\u0456\u0440 \u043c\u0435\u0437\u0433\u0456\u043b\u0434\u0435 \u043d\u0435\u043c\u0435\u0441\u0435 \u0431\u0456\u0440\u043d\u0435\u0448\u0435 \u043a\u04af\u043d \u0431\u043e\u0439\u044b \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0433\u0435\u043d \u043a\u0435\u0437\u0434\u0435 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0441\u0438\u043d\u0445\u0440\u043e\u043d\u0434\u0430\u0443, \u0431\u0456\u0440\u0456\u0437\u0434\u0456\u043b\u0456\u043a\u0442\u0456 \u049b\u0430\u043c\u0442\u0430\u043c\u0430\u0441\u044b\u0437 \u0435\u0442\u0443.<\/li>\n\n\n\n<li>\u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b\u043d \u0432\u0430\u0440\u0438\u0430\u0446\u0438\u044f\u043b\u0430\u0440\u0434\u044b \u0442\u0435\u0433\u0456\u0441\u0442\u0435\u0443 \u0430\u0440\u049b\u044b\u043b\u044b \u0431\u0456\u0440\u0442\u0435\u043a\u0442\u0456 \u0436\u04d9\u043d\u0435 \u0434\u04d9\u043b \u0435\u0442\u0443.<\/li>\n\n\n\n<li>\u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0448\u0443\u044b\u043d \u0436\u04d9\u043d\u0435 \u0442\u04af\u0441\u0456\u043d\u0456\u043a\u0442\u0435\u0440\u0434\u0456 \u0431\u04b1\u043b\u044b\u04a3\u0493\u044b\u0440 \u0435\u0442\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d \u0430\u0440\u0442\u044b\u049b \u0430\u049b\u043f\u0430\u0440\u0430\u0442\u0442\u044b \u0436\u043e\u044e.<\/li>\n\n\n\n<li>\u0414\u0430\u043b\u0430\u043b\u044b\u049b \u043d\u0430\u049b\u0442\u044b \u04af\u043b\u0433\u0456\u043b\u0435\u0440 \u043c\u0435\u043d \u04af\u0440\u0434\u0456\u0441\u0442\u0435\u0440\u0434\u0456 \u0431\u04b1\u0440\u043c\u0430\u043b\u0430\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d \u0431\u04b1\u0440\u044b\u043b\u044b\u0441\u0442\u0430\u0440\u0434\u044b \u043d\u0435\u043c\u0435\u0441\u0435 \u049b\u0430\u043b\u044b\u043f\u0442\u0430\u043d \u0442\u044b\u0441 \u0433\u0435\u043e\u043c\u0435\u0442\u0440\u0438\u044f\u043b\u0430\u0440\u0434\u044b \u0436\u043e\u044e.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u04e9\u043c\u0435\u043d\u0434\u0435\u0433\u0456 \u0441\u0443\u0440\u0435\u0442\u0442\u0435 \u0431\u0456\u0440 \u0443\u0430\u049b\u044b\u0442\u0442\u0430 15 \u043a\u043e\u043c\u0431\u0430\u0439\u043d \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0433\u0435\u043d \u0430\u043b\u049b\u0430\u043f\u0442\u044b \u043a\u04e9\u0440\u0443\u0433\u0435 \u0431\u043e\u043b\u0430\u0434\u044b. \u041e\u043d\u0434\u0430 \u0431\u0430\u0441\u0442\u0430\u043f\u049b\u044b \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b \u043c\u0435\u043d GeoPard \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a\u0442\u0456 \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 \u043c\u043e\u0434\u0443\u043b\u0456\u043c\u0435\u043d \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u043d\u0433\u0435\u043d\u043d\u0435\u043d \u043a\u0435\u0439\u0456\u043d\u0433\u0456 \u0436\u0430\u049b\u0441\u0430\u0440\u0442\u044b\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b\u043d\u044b\u04a3 \u0431\u0456\u0440-\u0431\u0456\u0440\u0456\u043d\u0435\u043d \u043c\u04af\u043b\u0434\u0435\u043c \u04e9\u0437\u0433\u0435\u0448\u0435 \u0436\u04d9\u043d\u0435 \u0442\u04af\u0441\u0456\u043d\u0456\u043a\u0442\u0456 \u0431\u043e\u043b\u044b\u043f \u043a\u04e9\u0440\u0456\u043d\u0435\u0442\u0456\u043d\u0456 \u043a\u04e9\u0440\u0441\u0435\u0442\u0456\u043b\u0433\u0435\u043d.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><a href=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/difference-between-the-original-and-improved-yield-datasets-with-GeoPards-Calibration-Module.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"810\" height=\"388\" data-attachment-id=\"8227\" data-permalink=\"https:\/\/geopard.tech\/kz\/blog\/automated-yield-data-cleaning-and-calibration\/difference-between-the-original-and-improved-yield-datasets-with-geopards-calibration-module\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/difference-between-the-original-and-improved-yield-datasets-with-GeoPards-Calibration-Module.jpg?fit=1920%2C919&amp;ssl=1\" data-orig-size=\"1920,919\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"difference between the original and improved yield datasets with GeoPard&amp;#8217;s Calibration Module\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/difference-between-the-original-and-improved-yield-datasets-with-GeoPards-Calibration-Module.jpg?fit=300%2C144&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/difference-between-the-original-and-improved-yield-datasets-with-GeoPards-Calibration-Module.jpg?fit=1024%2C490&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/difference-between-the-original-and-improved-yield-datasets-with-GeoPards-Calibration-Module.jpg?resize=810%2C388&#038;ssl=1\" alt=\"GeoPard \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 \u043c\u043e\u0434\u0443\u043b\u0456\u043c\u0435\u043d \u0431\u0430\u0441\u0442\u0430\u043f\u049b\u044b \u0436\u04d9\u043d\u0435 \u0436\u0430\u049b\u0441\u0430\u0440\u0442\u044b\u043b\u0493\u0430\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u049b\u0442\u0430\u0440\u044b \u0430\u0440\u0430\u0441\u044b\u043d\u0434\u0430\u0493\u044b \u0430\u0439\u044b\u0440\u043c\u0430\u0448\u044b\u043b\u044b\u049b\" class=\"wp-image-8227\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/difference-between-the-original-and-improved-yield-datasets-with-GeoPards-Calibration-Module.jpg?w=1920&amp;ssl=1 1920w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/difference-between-the-original-and-improved-yield-datasets-with-GeoPards-Calibration-Module.jpg?resize=300%2C144&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/difference-between-the-original-and-improved-yield-datasets-with-GeoPards-Calibration-Module.jpg?resize=1024%2C490&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/difference-between-the-original-and-improved-yield-datasets-with-GeoPards-Calibration-Module.jpg?resize=768%2C368&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/difference-between-the-original-and-improved-yield-datasets-with-GeoPards-Calibration-Module.jpg?resize=1536%2C735&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/difference-between-the-original-and-improved-yield-datasets-with-GeoPards-Calibration-Module.jpg?resize=1200%2C574&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/difference-between-the-original-and-improved-yield-datasets-with-GeoPards-Calibration-Module.jpg?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/a><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-is-it-important-to-clean-and-calibrate\"><strong>\u041d\u0435\u043b\u0456\u043a\u0442\u0435\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 \u043c\u0430\u04a3\u044b\u0437\u0434\u044b?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u04e8\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0442\u0443\u0440\u0430\u043b\u044b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u043a\u043e\u043c\u0431\u0430\u0439\u043d\u0434\u0430\u0440\u0493\u0430 \u0431\u0435\u043a\u0456\u0442\u0456\u043b\u0433\u0435\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u043b\u0430\u0440\u044b \u043c\u0435\u043d \u0441\u0435\u043d\u0441\u043e\u0440\u043b\u0430\u0440\u044b \u0430\u0440\u049b\u044b\u043b\u044b \u0436\u0438\u043d\u0430\u043b\u0430\u0434\u044b. \u0411\u04b1\u043b \u049b\u04b1\u0440\u044b\u043b\u0493\u044b\u043b\u0430\u0440 \u0436\u0438\u043d\u0430\u043b\u0493\u0430\u043d \u04e9\u043d\u0456\u043c\u043d\u0456\u04a3 \u043c\u0430\u0441\u0441\u0430\u043b\u044b\u049b \u0430\u0493\u044b\u043d \u0436\u044b\u043b\u0434\u0430\u043c\u0434\u044b\u0493\u044b \u043c\u0435\u043d \u044b\u043b\u0493\u0430\u043b\u0434\u044b\u043b\u044b\u0493\u044b\u043d \u04e9\u043b\u0448\u0435\u0439\u0434\u0456 \u0436\u04d9\u043d\u0435 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0433\u0435\u043e\u0440\u0435\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u044f\u043b\u0430\u0443 \u04af\u0448\u0456\u043d GPS \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0442\u0442\u0430\u0440\u044b\u043d \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0430\u0434\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u0435\u0433\u0435\u043d\u043c\u0435\u043d, \u0431\u04b1\u043b \u04e9\u043b\u0448\u0435\u043c\u0434\u0435\u0440 \u0436\u0430\u0431\u0434\u044b\u049b\u0442\u044b\u04a3 \u0436\u04b1\u043c\u044b\u0441\u044b\u043d\u0430 \u043d\u0435\u043c\u0435\u0441\u0435 \u0434\u0430\u049b\u044b\u043b \u0436\u0430\u0493\u0434\u0430\u0439\u044b\u043d\u0430 \u04d9\u0441\u0435\u0440 \u0435\u0442\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d \u04d9\u0440\u0442\u04af\u0440\u043b\u0456 \u0444\u0430\u043a\u0442\u043e\u0440\u043b\u0430\u0440\u0493\u0430 \u0431\u0430\u0439\u043b\u0430\u043d\u044b\u0441\u0442\u044b \u04d9\u0440\u049b\u0430\u0448\u0430\u043d \u0434\u04d9\u043b \u043d\u0435\u043c\u0435\u0441\u0435 \u0441\u04d9\u0439\u043a\u0435\u0441 \u043a\u0435\u043b\u0435 \u0431\u0435\u0440\u043c\u0435\u0439\u0434\u0456. \u041e\u0441\u044b \u0444\u0430\u043a\u0442\u043e\u0440\u043b\u0430\u0440\u0434\u044b\u04a3 \u043a\u0435\u0439\u0431\u0456\u0440\u0435\u0443\u043b\u0435\u0440\u0456:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. \u0416\u0430\u0431\u0434\u044b\u049b\u0442\u044b\u04a3 \u043d\u04b1\u0441\u049b\u0430\u043b\u0430\u0440\u044b:<\/strong> \u0410\u0443\u044b\u043b \u0448\u0430\u0440\u0443\u0430\u0448\u044b\u043b\u044b\u0493\u044b \u0442\u0435\u0445\u043d\u0438\u043a\u0430\u0441\u044b\u043d\u044b\u04a3, \u043c\u044b\u0441\u0430\u043b\u044b, \u043a\u043e\u043c\u0431\u0430\u0439\u043d\u0434\u0430\u0440 \u043c\u0435\u043d \u0430\u0441\u0442\u044b\u049b \u0436\u0438\u043d\u0430\u0443 \u043c\u0430\u0448\u0438\u043d\u0430\u043b\u0430\u0440\u044b\u043d\u044b\u04a3, \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u043d\u0430\u0443\u0434\u0430\u0493\u044b \u0441\u04d9\u0439\u043a\u0435\u0441\u0441\u0456\u0437\u0434\u0456\u043a\u0442\u0435\u0440\u0433\u0435 \u04d9\u043a\u0435\u043b\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d \u0456\u0448\u043a\u0456 \u0430\u0443\u044b\u0442\u049b\u0443\u043b\u0430\u0440\u044b \u0436\u0438\u0456 \u0431\u043e\u043b\u0430\u0434\u044b. \u0411\u04b1\u043b \u0430\u0443\u044b\u0442\u049b\u0443\u043b\u0430\u0440\u0493\u0430 \u0441\u0435\u043d\u0441\u043e\u0440 \u0441\u0435\u0437\u0456\u043c\u0442\u0430\u043b\u0434\u044b\u0493\u044b\u043d\u044b\u04a3 \u043d\u0435\u043c\u0435\u0441\u0435 \u0442\u0435\u0445\u043d\u0438\u043a\u0430\u043d\u044b \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443\u0434\u0435\u0433\u0456 \u0430\u0439\u044b\u0440\u043c\u0430\u0448\u044b\u043b\u044b\u049b\u0442\u0430\u0440 \u043a\u0456\u0440\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041c\u044b\u0441\u0430\u043b\u044b, \u043a\u0435\u0439\u0431\u0456\u0440 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u043b\u0430\u0440\u044b \u043a\u0435\u0440\u043d\u0435\u0443 \u043c\u0435\u043d \u043c\u0430\u0441\u0441\u0430\u043b\u044b\u049b \u0430\u0493\u044b\u043d \u0436\u044b\u043b\u0434\u0430\u043c\u0434\u044b\u0493\u044b \u0430\u0440\u0430\u0441\u044b\u043d\u0434\u0430\u0493\u044b \u0441\u044b\u0437\u044b\u049b\u0442\u044b\u049b \u0431\u0430\u0439\u043b\u0430\u043d\u044b\u0441\u0442\u044b, \u0430\u043b \u0431\u0430\u0441\u049b\u0430\u043b\u0430\u0440\u044b \u0441\u044b\u0437\u044b\u049b\u0442\u044b\u049b \u0435\u043c\u0435\u0441 \u0431\u0430\u0439\u043b\u0430\u043d\u044b\u0441\u0442\u044b \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d. \u041a\u0435\u0439\u0431\u0456\u0440 \u0441\u0435\u043d\u0441\u043e\u0440\u043b\u0430\u0440 \u0431\u0430\u0441\u049b\u0430\u043b\u0430\u0440\u044b\u043d\u0430 \u049b\u0430\u0440\u0430\u0493\u0430\u043d\u0434\u0430 \u0448\u0430\u04a3\u0493\u0430 \u043d\u0435\u043c\u0435\u0441\u0435 \u043a\u0456\u0440\u0433\u0435 \u0441\u0435\u0437\u0456\u043c\u0442\u0430\u043b \u0431\u043e\u043b\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d. \u0411\u04b1\u043b \u0430\u0443\u044b\u0442\u049b\u0443\u043b\u0430\u0440 \u04d9\u0440\u0442\u04af\u0440\u043b\u0456 \u043c\u0430\u0448\u0438\u043d\u0430\u043b\u0430\u0440 \u043d\u0435\u043c\u0435\u0441\u0435 \u04e9\u0440\u0456\u0441\u0442\u0435\u0440 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d\u0434\u0435 \u0441\u04d9\u0439\u043a\u0435\u0441\u0441\u0456\u0437\u0434\u0456\u043a\u0442\u0435\u0440\u0434\u0456 \u0442\u0443\u0434\u044b\u0440\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-1-U-turns-Stops-Half-Equipment-Width-Used.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"810\" height=\"399\" data-attachment-id=\"9314\" data-permalink=\"https:\/\/geopard.tech\/kz\/?attachment_id=9314\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-1-U-turns-Stops-Half-Equipment-Width-Used.jpg?fit=1920%2C945&amp;ssl=1\" data-orig-size=\"1920,945\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Example 1 U-turns, Stops, Half Equipment Width Used\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;Example 1 U-turns, Stops, Half Equipment Width Used&lt;\/p&gt;\" data-medium-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-1-U-turns-Stops-Half-Equipment-Width-Used.jpg?fit=300%2C148&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-1-U-turns-Stops-Half-Equipment-Width-Used.jpg?fit=1024%2C504&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-1-U-turns-Stops-Half-Equipment-Width-Used.jpg?resize=810%2C399&#038;ssl=1\" alt=\"1-\u043c\u044b\u0441\u0430\u043b: U-\u0431\u04b1\u0440\u044b\u043b\u044b\u0441\u0442\u0430\u0440, \u0430\u044f\u043b\u0434\u0430\u043c\u0430\u043b\u0430\u0440, \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u044b\u043b\u0493\u0430\u043d \u0436\u0430\u0431\u0434\u044b\u049b \u0435\u043d\u0456\u043d\u0456\u04a3 \u0436\u0430\u0440\u0442\u044b\u0441\u044b\" class=\"wp-image-9314\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-1-U-turns-Stops-Half-Equipment-Width-Used.jpg?w=1920&amp;ssl=1 1920w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-1-U-turns-Stops-Half-Equipment-Width-Used.jpg?resize=300%2C148&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-1-U-turns-Stops-Half-Equipment-Width-Used.jpg?resize=1024%2C504&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-1-U-turns-Stops-Half-Equipment-Width-Used.jpg?resize=768%2C378&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-1-U-turns-Stops-Half-Equipment-Width-Used.jpg?resize=1536%2C756&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-1-U-turns-Stops-Half-Equipment-Width-Used.jpg?resize=1200%2C591&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-1-U-turns-Stops-Half-Equipment-Width-Used.jpg?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/a><figcaption class=\"wp-element-caption\">1-\u043c\u044b\u0441\u0430\u043b: U-\u0431\u04b1\u0440\u044b\u043b\u044b\u0441\u0442\u0430\u0440, \u0430\u044f\u043b\u0434\u0430\u043c\u0430\u043b\u0430\u0440, \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u044b\u043b\u0493\u0430\u043d \u0436\u0430\u0431\u0434\u044b\u049b \u0435\u043d\u0456\u043d\u0456\u04a3 \u0436\u0430\u0440\u0442\u044b\u0441\u044b<\/figcaption><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-2-U-turns-Stops-Half-Equipment-Width-Used.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"810\" height=\"383\" data-attachment-id=\"9316\" data-permalink=\"https:\/\/geopard.tech\/kz\/?attachment_id=9316\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-2-U-turns-Stops-Half-Equipment-Width-Used.jpg?fit=1920%2C909&amp;ssl=1\" data-orig-size=\"1920,909\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Example 2 U-turns, Stops, Half Equipment Width Used\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;Example 2 U-turns, Stops, Half Equipment Width Used&lt;\/p&gt;\" data-medium-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-2-U-turns-Stops-Half-Equipment-Width-Used.jpg?fit=300%2C142&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-2-U-turns-Stops-Half-Equipment-Width-Used.jpg?fit=1024%2C485&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-2-U-turns-Stops-Half-Equipment-Width-Used.jpg?resize=810%2C383&#038;ssl=1\" alt=\"2-\u043c\u044b\u0441\u0430\u043b: U-\u0431\u04b1\u0440\u044b\u043b\u044b\u0441\u0442\u0430\u0440, \u0430\u044f\u043b\u0434\u0430\u043c\u0430\u043b\u0430\u0440, \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u044b\u043b\u0493\u0430\u043d \u0436\u0430\u0431\u0434\u044b\u049b \u0435\u043d\u0456\u043d\u0456\u04a3 \u0436\u0430\u0440\u0442\u044b\u0441\u044b\" class=\"wp-image-9316\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-2-U-turns-Stops-Half-Equipment-Width-Used.jpg?w=1920&amp;ssl=1 1920w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-2-U-turns-Stops-Half-Equipment-Width-Used.jpg?resize=300%2C142&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-2-U-turns-Stops-Half-Equipment-Width-Used.jpg?resize=1024%2C485&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-2-U-turns-Stops-Half-Equipment-Width-Used.jpg?resize=768%2C364&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-2-U-turns-Stops-Half-Equipment-Width-Used.jpg?resize=1536%2C727&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-2-U-turns-Stops-Half-Equipment-Width-Used.jpg?resize=1200%2C568&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/12\/Example-2-U-turns-Stops-Half-Equipment-Width-Used.jpg?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/a><figcaption class=\"wp-element-caption\">2-\u043c\u044b\u0441\u0430\u043b: U-\u0431\u04b1\u0440\u044b\u043b\u044b\u0441\u0442\u0430\u0440, \u0430\u044f\u043b\u0434\u0430\u043c\u0430\u043b\u0430\u0440, \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u044b\u043b\u0493\u0430\u043d \u0436\u0430\u0431\u0434\u044b\u049b \u0435\u043d\u0456\u043d\u0456\u04a3 \u0436\u0430\u0440\u0442\u044b\u0441\u044b<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>2. \u049a\u043e\u0440\u0448\u0430\u0493\u0430\u043d \u043e\u0440\u0442\u0430 \u0444\u0430\u043a\u0442\u043e\u0440\u043b\u0430\u0440\u044b:<\/strong> \u0410\u0443\u0430 \u0440\u0430\u0439\u044b \u0436\u0430\u0493\u0434\u0430\u0439\u043b\u0430\u0440\u044b, \u0442\u043e\u043f\u044b\u0440\u0430\u049b \u0442\u04af\u0440\u043b\u0435\u0440\u0456 \u0436\u04d9\u043d\u0435 \u0436\u0435\u0440 \u0431\u0435\u0434\u0435\u0440\u0456 \u0434\u0430\u049b\u044b\u043b\u0434\u0430\u0440\u0434\u044b\u04a3 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u0433\u0456\u043d\u0434\u0435 \u043c\u0430\u04a3\u044b\u0437\u0434\u044b \u0440\u04e9\u043b \u0430\u0442\u049b\u0430\u0440\u0430\u0434\u044b. \u0415\u0433\u0435\u0440 \u0431\u04b1\u043b \u049b\u043e\u0440\u0448\u0430\u0493\u0430\u043d \u043e\u0440\u0442\u0430 \u0444\u0430\u043a\u0442\u043e\u0440\u043b\u0430\u0440\u044b \u0435\u0441\u043a\u0435\u0440\u0456\u043b\u043c\u0435\u0441\u0435, \u04e9\u043d\u0456\u043c \u0442\u0443\u0440\u0430\u043b\u044b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0433\u0435 \u0448\u0443 \u043c\u0435\u043d \u0434\u04d9\u043b\u0441\u0456\u0437\u0434\u0456\u043a\u0442\u0435\u0440 \u04d9\u043a\u0435\u043b\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041c\u044b\u0441\u0430\u043b\u044b, \u049b\u04b1\u043c\u0434\u044b \u0442\u043e\u043f\u044b\u0440\u0430\u049b\u0442\u0430\u0440 \u043d\u0435\u043c\u0435\u0441\u0435 \u0442\u0456\u043a \u0431\u0435\u0442\u043a\u0435\u0439\u043b\u0435\u0440 \u0441\u0430\u0437\u0434\u044b \u0442\u043e\u043f\u044b\u0440\u0430\u049b\u0442\u0430\u0440\u0493\u0430 \u043d\u0435\u043c\u0435\u0441\u0435 \u0436\u0430\u0437\u044b\u049b \u0436\u0435\u0440\u043b\u0435\u0440\u0433\u0435 \u049b\u0430\u0440\u0430\u0493\u0430\u043d\u0434\u0430 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a\u0442\u0456\u04a3 \u0442\u04e9\u043c\u0435\u043d\u0434\u0435\u0443\u0456\u043d\u0435 \u04d9\u043a\u0435\u043b\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d. \u0421\u043e\u043b \u0441\u0438\u044f\u049b\u0442\u044b, \u0434\u0430\u049b\u044b\u043b \u0442\u044b\u0493\u044b\u0437\u0434\u044b\u0493\u044b \u0436\u043e\u0493\u0430\u0440\u044b \u0436\u0435\u0440\u043b\u0435\u0440\u0434\u0435 \u0442\u044b\u0493\u044b\u0437\u0434\u044b\u0493\u044b \u0442\u04e9\u043c\u0435\u043d \u0436\u0435\u0440\u043b\u0435\u0440\u0433\u0435 \u049b\u0430\u0440\u0430\u0493\u0430\u043d\u0434\u0430 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0436\u043e\u0493\u0430\u0440\u044b \u0431\u043e\u043b\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. \u0421\u0435\u043d\u0441\u043e\u0440\u0434\u044b\u04a3 \u0434\u04d9\u043b\u0441\u0456\u0437\u0434\u0456\u0433\u0456:<\/strong> \u0421\u0435\u043d\u0441\u043e\u0440\u043b\u0430\u0440, \u0434\u04d9\u043b\u0434\u0456\u0433\u0456\u043d\u0435 \u049b\u0430\u0440\u0430\u043c\u0430\u0441\u0442\u0430\u043d, \u043c\u0456\u043d\u0441\u0456\u0437 \u0435\u043c\u0435\u0441. \u041e\u043b\u0430\u0440 \u0443\u0430\u049b\u044b\u0442 \u04e9\u0442\u0435 \u043a\u0435\u043b\u0435 \u0430\u0443\u044b\u0442\u049b\u044b\u043f, \u04af\u043d\u0435\u043c\u0456 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u043d\u0431\u0435\u0441\u0435, \u0434\u04d9\u043b \u0435\u043c\u0435\u0441 \u043a\u04e9\u0440\u0441\u0435\u0442\u043a\u0456\u0448\u0442\u0435\u0440\u0434\u0456 \u043a\u04e9\u0440\u0441\u0435\u0442\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041c\u044b\u0441\u0430\u043b\u044b, \u0430\u049b\u0430\u0443\u043b\u044b \u0436\u04af\u043a\u0442\u0435\u043c\u0435 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0456 \u043d\u0435\u043c\u0435\u0441\u0435 \u0431\u043e\u0441 \u0441\u044b\u043c\u0434\u0430\u0440 \u043c\u0430\u0441\u0441\u0430 \u0430\u0493\u044b\u043d\u044b\u043d\u044b\u04a3 \u0434\u04d9\u043b \u0435\u043c\u0435\u0441 \u043a\u04e9\u0440\u0441\u0435\u0442\u043a\u0456\u0448\u0442\u0435\u0440\u0456\u043d\u0435 \u04d9\u043a\u0435\u043b\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d. \u041b\u0430\u0441 \u043d\u0435\u043c\u0435\u0441\u0435 \u0437\u0430\u049b\u044b\u043c\u0434\u0430\u043b\u0493\u0430\u043d \u044b\u043b\u0493\u0430\u043b \u0441\u0435\u043d\u0441\u043e\u0440\u044b \u049b\u0430\u0442\u0435 \u044b\u043b\u0493\u0430\u043b\u0434\u044b\u043b\u044b\u049b \u043c\u04d9\u043d\u0434\u0435\u0440\u0456\u043d \u0431\u0435\u0440\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d. \u041e\u043f\u0435\u0440\u0430\u0442\u043e\u0440 \u0435\u043d\u0433\u0456\u0437\u0433\u0435\u043d \u049b\u0430\u0442\u0435 \u04e9\u0440\u0456\u0441 \u0430\u0442\u0430\u0443\u044b \u043d\u0435\u043c\u0435\u0441\u0435 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0442\u043e\u0440 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u049b\u0430\u0442\u0435 \u04e9\u0440\u0456\u0441 \u0444\u0430\u0439\u043b\u044b\u043d\u0430 \u0442\u0430\u0493\u0430\u0439\u044b\u043d\u0434\u0430\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0411\u04b1\u043b \u0444\u0430\u043a\u0442\u043e\u0440\u043b\u0430\u0440 \u0448\u0443\u043b\u044b, \u049b\u0430\u0442\u0435 \u043d\u0435\u043c\u0435\u0441\u0435 \u0441\u04d9\u0439\u043a\u0435\u0441\u0441\u0456\u0437 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b\u043d\u044b\u04a3 \u043f\u0430\u0439\u0434\u0430 \u0431\u043e\u043b\u0443\u044b\u043d\u0430 \u04d9\u043a\u0435\u043b\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d. \u0415\u0433\u0435\u0440 \u0431\u04b1\u043b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0434\u04b1\u0440\u044b\u0441 \u0442\u0430\u0437\u0430\u043b\u0430\u043d\u0431\u0430\u0441\u0430 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u043d\u0431\u0435\u0441\u0435, \u043e\u043b\u0430\u0440 \u0436\u0430\u04a3\u044b\u043b\u044b\u0441\u0442\u044b\u0440\u0430\u0442\u044b\u043d \u049b\u043e\u0440\u044b\u0442\u044b\u043d\u0434\u044b\u043b\u0430\u0440\u0493\u0430 \u043d\u0435\u043c\u0435\u0441\u0435 \u0448\u0435\u0448\u0456\u043c\u0434\u0435\u0440\u0433\u0435 \u04d9\u043a\u0435\u043b\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041c\u044b\u0441\u0430\u043b\u044b, \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u043a\u0430\u0440\u0442\u0430\u043b\u0430\u0440\u044b\u043d \u0436\u0430\u0441\u0430\u0443 \u04af\u0448\u0456\u043d \u0442\u0430\u0437\u0430\u0440\u0442\u044b\u043b\u043c\u0430\u0493\u0430\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443 \u0435\u0433\u0456\u0441\u0442\u0456\u043a\u0442\u0435\u0433\u0456 \u0436\u043e\u0493\u0430\u0440\u044b \u043d\u0435\u043c\u0435\u0441\u0435 \u0442\u04e9\u043c\u0435\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a\u0442\u0435\u0433\u0456 \u0430\u043b\u049b\u0430\u043f\u0442\u0430\u0440\u0434\u044b \u0436\u0430\u043b\u0493\u0430\u043d \u0430\u043d\u044b\u049b\u0442\u0430\u0443\u0493\u0430 \u04d9\u043a\u0435\u043b\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"810\" height=\"544\" data-attachment-id=\"8250\" data-permalink=\"https:\/\/geopard.tech\/kz\/blog\/automated-yield-data-cleaning-and-calibration\/why-is-it-important-to-clean-and-calibrate-yield-data\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Why-is-it-important-to-clean-and-calibrate-yield-data.jpg?fit=1143%2C767&amp;ssl=1\" data-orig-size=\"1143,767\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Why is it important to clean and calibrate yield data\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Why-is-it-important-to-clean-and-calibrate-yield-data.jpg?fit=300%2C201&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Why-is-it-important-to-clean-and-calibrate-yield-data.jpg?fit=1024%2C687&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Why-is-it-important-to-clean-and-calibrate-yield-data.jpg?resize=810%2C544&#038;ssl=1\" alt=\"\u041d\u0435\u043b\u0456\u043a\u0442\u0435\u043d \u043a\u0456\u0440\u0456\u0441\u0442\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 \u043c\u0430\u04a3\u044b\u0437\u0434\u044b?\" class=\"wp-image-8250\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Why-is-it-important-to-clean-and-calibrate-yield-data.jpg?w=1143&amp;ssl=1 1143w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Why-is-it-important-to-clean-and-calibrate-yield-data.jpg?resize=300%2C201&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Why-is-it-important-to-clean-and-calibrate-yield-data.jpg?resize=1024%2C687&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Why-is-it-important-to-clean-and-calibrate-yield-data.jpg?resize=768%2C515&amp;ssl=1 768w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u0415\u0433\u0456\u0441\u0442\u0456\u043a\u0442\u0435\u0440 \u043d\u0435\u043c\u0435\u0441\u0435 \u0436\u044b\u043b\u0434\u0430\u0440 \u0431\u043e\u0439\u044b\u043d\u0448\u0430 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a\u0442\u0456 \u0441\u0430\u043b\u044b\u0441\u0442\u044b\u0440\u0443 \u04af\u0448\u0456\u043d \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u043d\u0431\u0435\u0433\u0435\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b\u043d \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443 \u04d9\u0434\u0456\u043b\u0435\u0442\u0441\u0456\u0437 \u043d\u0435\u043c\u0435\u0441\u0435 \u0434\u04d9\u043b \u0435\u043c\u0435\u0441 \u0441\u0430\u043b\u044b\u0441\u0442\u044b\u0440\u0443\u043b\u0430\u0440\u0493\u0430 \u04d9\u043a\u0435\u043b\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d. \u049a\u043e\u0440\u0435\u043a\u0442\u0456\u043a \u0437\u0430\u0442\u0442\u0430\u0440\u0434\u044b\u04a3 \u0431\u0430\u043b\u0430\u043d\u0441\u044b\u043d \u043d\u0435\u043c\u0435\u0441\u0435 \u0434\u0430\u049b\u044b\u043b\u0434\u0430\u0440\u0434\u044b\u04a3 \u043a\u0456\u0440\u0456\u0441\u0456\u043d \u0435\u0441\u0435\u043f\u0442\u0435\u0443 \u04af\u0448\u0456\u043d \u0442\u0430\u0437\u0430\u0440\u0442\u044b\u043b\u043c\u0430\u0493\u0430\u043d \u043d\u0435\u043c\u0435\u0441\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u043d\u0431\u0435\u0433\u0435\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0443 \u0442\u044b\u04a3\u0430\u0439\u0442\u049b\u044b\u0448\u0442\u0430\u0440\u0434\u044b \u043d\u0435\u043c\u0435\u0441\u0435 \u043f\u0435\u0441\u0442\u0438\u0446\u0438\u0434\u0442\u0435\u0440\u0434\u0456 \u0448\u0430\u043c\u0430\u0434\u0430\u043d \u0442\u044b\u0441 \u043d\u0435\u043c\u0435\u0441\u0435 \u0436\u0435\u0442\u043a\u0456\u043b\u0456\u043a\u0441\u0456\u0437 \u049b\u043e\u043b\u0434\u0430\u043d\u0443\u0493\u0430 \u04d9\u043a\u0435\u043b\u0443\u0456 \u043c\u04af\u043c\u043a\u0456\u043d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043e\u043d\u0434\u044b\u049b\u0442\u0430\u043d, \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u043a\u0435\u0437 \u043a\u0435\u043b\u0433\u0435\u043d \u0442\u0430\u043b\u0434\u0430\u0443 \u043d\u0435\u043c\u0435\u0441\u0435 \u0448\u0435\u0448\u0456\u043c \u049b\u0430\u0431\u044b\u043b\u0434\u0430\u0443 \u043c\u0430\u049b\u0441\u0430\u0442\u044b\u043d\u0434\u0430 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0431\u0430\u0441 \u0431\u04b1\u0440\u044b\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 \u04e9\u0442\u0435 \u043c\u0430\u04a3\u044b\u0437\u0434\u044b. \u04e8\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443 - \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u043b\u0430\u0440\u044b \u043c\u0435\u043d \u0441\u0435\u043d\u0441\u043e\u0440\u043b\u0430\u0440\u044b \u0436\u0438\u043d\u0430\u0493\u0430\u043d \u0448\u0438\u043a\u0456 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d\u0434\u0435\u0433\u0456 \u043a\u0435\u0437 \u043a\u0435\u043b\u0433\u0435\u043d \u049b\u0430\u0442\u0435\u043b\u0435\u0440\u0434\u0456 \u043d\u0435\u043c\u0435\u0441\u0435 \u0448\u0443\u0434\u044b \u0436\u043e\u044e \u043d\u0435\u043c\u0435\u0441\u0435 \u0442\u04af\u0437\u0435\u0442\u0443 \u043f\u0440\u043e\u0446\u0435\u0441\u0456.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-automated-methods-for-cleaning-and-calibrating-yield-data\">\u04e8\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443\u0434\u0456\u04a3 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u04d9\u0434\u0456\u0441\u0442\u0435\u0440\u0456<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041c\u0456\u043d\u0435, \u043e\u0441\u044b \u0436\u0435\u0440\u0434\u0435 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u04d9\u0434\u0456\u0441\u0442\u0435\u0440\u0456 \u043f\u0430\u0439\u0434\u0430\u043b\u044b \u0431\u043e\u043b\u0430\u0434\u044b. \u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u04d9\u0434\u0456\u0441\u0442\u0435\u0440\u0456 - \u0431\u04b1\u043b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0442\u0430\u043f\u0441\u044b\u0440\u043c\u0430\u043b\u0430\u0440\u044b\u043d \u0430\u0434\u0430\u043c\u043d\u044b\u04a3 \u0430\u0440\u0430\u043b\u0430\u0441\u0443\u044b\u043d\u0441\u044b\u0437 \u043d\u0435\u043c\u0435\u0441\u0435 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u0434\u044b \u0442\u04af\u0440\u0434\u0435 \u043e\u0440\u044b\u043d\u0434\u0430\u0439 \u0430\u043b\u0430\u0442\u044b\u043d \u04d9\u0434\u0456\u0441\u0442\u0435\u0440.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:20%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Configure-the-Calibrate-step.webp?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"666\" height=\"1024\" data-attachment-id=\"9357\" data-permalink=\"https:\/\/geopard.tech\/kz\/blog\/automated-yield-data-cleaning-and-calibration\/configure-the-calibrate-step\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Configure-the-Calibrate-step.webp?fit=1070%2C1646&amp;ssl=1\" data-orig-size=\"1070,1646\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Configure the Calibrate step\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;Configure the Calibrate step&lt;\/p&gt;\" data-medium-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Configure-the-Calibrate-step.webp?fit=195%2C300&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Configure-the-Calibrate-step.webp?fit=666%2C1024&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Configure-the-Calibrate-step.webp?resize=666%2C1024&#038;ssl=1\" alt=\"\u041a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 \u049b\u0430\u0434\u0430\u043c\u044b\u043d \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f\u043b\u0430\u0443\" class=\"wp-image-9357\" style=\"width:372px;height:auto\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Configure-the-Calibrate-step.webp?resize=666%2C1024&amp;ssl=1 666w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Configure-the-Calibrate-step.webp?resize=195%2C300&amp;ssl=1 195w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Configure-the-Calibrate-step.webp?resize=768%2C1181&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Configure-the-Calibrate-step.webp?resize=998%2C1536&amp;ssl=1 998w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/Configure-the-Calibrate-step.webp?w=1070&amp;ssl=1 1070w\" sizes=\"(max-width: 666px) 100vw, 666px\" \/><\/a><figcaption class=\"wp-element-caption\">\u0422\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443\u0434\u0456\u04a3 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u04d9\u0434\u0456\u0441\u0442\u0435\u0440\u0456 <\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:20%\"><\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0442\u0430\u0437\u0430\u043b\u0430\u0443\u0434\u044b\u04a3 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u04d9\u0434\u0456\u0441\u0442\u0435\u0440\u0456 \u0443\u0430\u049b\u044b\u0442 \u043f\u0435\u043d \u0440\u0435\u0441\u0443\u0440\u0441\u0442\u0430\u0440\u0434\u044b \u04af\u043d\u0435\u043c\u0434\u0435\u0443\u0433\u0435, \u0430\u0434\u0430\u043c\u0438 \u049b\u0430\u0442\u0435\u043b\u0456\u043a\u0442\u0435\u0440\u0434\u0456 \u0430\u0437\u0430\u0439\u0442\u0443\u0493\u0430 \u0436\u04d9\u043d\u0435 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0442\u0430\u0437\u0430\u043b\u0430\u0443\u0434\u044b\u04a3 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0442\u0430\u043b\u0443\u044b \u043c\u0435\u043d \u0442\u0438\u0456\u043c\u0434\u0456\u043b\u0456\u0433\u0456\u043d \u0430\u0440\u0442\u0442\u044b\u0440\u0443\u0493\u0430 \u043c\u04af\u043c\u043a\u0456\u043d\u0434\u0456\u043a \u0431\u0435\u0440\u0435\u0434\u0456. \u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0448\u044b\u0493\u0430\u0440\u0443\u0493\u0430 \u0430\u0440\u043d\u0430\u043b\u0493\u0430\u043d \u043a\u0435\u04a3 \u0442\u0430\u0440\u0430\u043b\u0493\u0430\u043d \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u04d9\u0434\u0456\u0441\u0442\u0435\u0440\u0456\u043d\u0456\u04a3 \u043a\u0435\u0439\u0431\u0456\u0440\u0456:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. \u0410\u0443\u044b\u0442\u049b\u0443\u0434\u044b \u0430\u043d\u044b\u049b\u0442\u0430\u0443:<\/strong> \u0410\u0443\u044b\u0442\u049b\u0443\u043b\u0430\u0440 - \u0431\u04b1\u043b \u043d\u043e\u0440\u043c\u0430\u0434\u0430\u043d \u0430\u0439\u0442\u0430\u0440\u043b\u044b\u049b\u0442\u0430\u0439 \u0430\u0443\u044b\u0442\u049b\u044b\u043f \u043a\u0435\u0442\u0435\u0442\u0456\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u043d\u04af\u043a\u0442\u0435\u043b\u0435\u0440\u0456. \u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0434\u0435\u0440 \u0431\u04b1\u043b \u0430\u0443\u044b\u0442\u049b\u0443\u043b\u0430\u0440\u0434\u044b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u043d\u04af\u043a\u0442\u0435\u043b\u0435\u0440\u0456\u043d \u043e\u0440\u0442\u0430\u0448\u0430, \u043c\u0435\u0434\u0438\u0430\u043d\u0430 \u0436\u04d9\u043d\u0435 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u0442\u044b \u0430\u0443\u044b\u0442\u049b\u0443 \u0441\u0438\u044f\u049b\u0442\u044b \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0430\u043b\u044b\u049b \u04e9\u043b\u0448\u0435\u043c\u0434\u0435\u0440\u043c\u0435\u043d \u0441\u0430\u043b\u044b\u0441\u0442\u044b\u0440\u0443 \u0430\u0440\u049b\u044b\u043b\u044b \u0430\u043d\u044b\u049b\u0442\u0430\u0439 \u0430\u043b\u0430\u0434\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041c\u044b\u0441\u0430\u043b\u044b, \u0435\u0433\u0435\u0440 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u0493\u044b \u0431\u0435\u043b\u0433\u0456\u043b\u0456 \u0431\u0456\u0440 \u0435\u0433\u0456\u0441\u0442\u0456\u043a \u04af\u0448\u0456\u043d \u0435\u0440\u0435\u043a\u0448\u0435 \u0436\u043e\u0493\u0430\u0440\u044b \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a\u0442\u0456 \u043a\u04e9\u0440\u0441\u0435\u0442\u0441\u0435, \u0430\u0443\u044b\u0442\u049b\u0443\u043b\u0430\u0440\u0434\u044b \u0430\u043d\u044b\u049b\u0442\u0430\u0443 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0456 \u043e\u043d\u044b \u043e\u0434\u0430\u043d \u04d9\u0440\u0456 \u0437\u0435\u0440\u0442\u0442\u0435\u0443 \u04af\u0448\u0456\u043d \u0431\u0435\u043b\u0433\u0456\u043b\u0435\u0439 \u0430\u043b\u0430\u0434\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. \u0428\u0443\u0434\u044b \u0430\u0437\u0430\u0439\u0442\u0443:<\/strong> \u0428\u0443\u044b\u043b\u0434\u044b\u04a3 \u0448\u044b\u0493\u0443 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d\u0434\u0435\u0433\u0456 \u0448\u0443 \u049b\u043e\u0440\u0448\u0430\u0493\u0430\u043d \u043e\u0440\u0442\u0430 \u0444\u0430\u043a\u0442\u043e\u0440\u043b\u0430\u0440\u044b \u043c\u0435\u043d \u0441\u0435\u043d\u0441\u043e\u0440\u043b\u0430\u0440\u0434\u044b\u04a3 \u0434\u04d9\u043b\u0441\u0456\u0437\u0434\u0456\u0433\u0456\u043d \u049b\u043e\u0441\u0430 \u0430\u043b\u0493\u0430\u043d\u0434\u0430, \u04d9\u0440\u0442\u04af\u0440\u043b\u0456 \u043a\u04e9\u0437\u0434\u0435\u0440\u0434\u0435\u043d \u0442\u0443\u044b\u043d\u0434\u0430\u0443\u044b \u043c\u04af\u043c\u043a\u0456\u043d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0435\u0433\u0456\u0441\u0442\u0435\u0443 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0434\u0435\u0440\u0456 \u0441\u0438\u044f\u049b\u0442\u044b \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0448\u0443\u0434\u044b \u0430\u0437\u0430\u0439\u0442\u0443 \u04d9\u0434\u0456\u0441\u0442\u0435\u0440\u0456 \u0442\u04b1\u0440\u0430\u049b\u0441\u044b\u0437 \u0430\u0443\u044b\u0442\u049b\u0443\u043b\u0430\u0440\u0434\u044b \u0441\u04af\u0437\u0433\u0456\u0434\u0435\u043d \u04e9\u0442\u043a\u0456\u0437\u0456\u043f, \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0442\u04b1\u0440\u0430\u049b\u0442\u044b \u0436\u04d9\u043d\u0435 \u0441\u0435\u043d\u0456\u043c\u0434\u0456 \u0435\u0442\u0435\u0434\u0456. \u0411\u04b1\u043b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0435\u0433\u0456 \u0448\u044b\u043d\u0430\u0439\u044b \u04af\u0440\u0434\u0456\u0441\u0442\u0435\u0440 \u043c\u0435\u043d \u0437\u0430\u04a3\u0434\u044b\u043b\u044b\u049b\u0442\u0430\u0440\u0434\u044b \u0430\u043d\u044b\u049b\u0442\u0430\u0443\u0493\u0430 \u043a\u04e9\u043c\u0435\u043a\u0442\u0435\u0441\u0435\u0434\u0456.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. \u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0438\u043c\u043f\u0443\u0442\u0430\u0446\u0438\u044f\u043b\u0430\u0443<\/strong>\u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456\u04a3 \u0436\u0435\u0442\u0456\u0441\u043f\u0435\u0443\u0448\u0456\u043b\u0456\u0433\u0456 \u043a\u0456\u0440\u0456\u0441\u0442\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0436\u0438\u044b\u043d\u0442\u044b\u049b\u0442\u0430\u0440\u044b\u043d\u0434\u0430 \u0436\u0438\u0456 \u043a\u0435\u0437\u0434\u0435\u0441\u0435\u0442\u0456\u043d \u043c\u04d9\u0441\u0435\u043b\u0435 \u0431\u043e\u043b\u044b\u043f \u0442\u0430\u0431\u044b\u043b\u0430\u0434\u044b. \u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0435\u043d\u0433\u0456\u0437\u0443 \u04d9\u0434\u0456\u0441\u0442\u0435\u0440\u0456 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0435\u0433\u0456 \u04af\u043b\u0433\u0456\u043b\u0435\u0440 \u043c\u0435\u043d \u049b\u0430\u0442\u044b\u043d\u0430\u0441\u0442\u0430\u0440\u0493\u0430 \u043d\u0435\u0433\u0456\u0437\u0434\u0435\u043b\u0433\u0435\u043d \u0436\u0435\u0442\u0456\u0441\u043f\u0435\u0439\u0442\u0456\u043d \u043c\u04d9\u043d\u0434\u0435\u0440\u0434\u0456 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u044b \u0442\u04af\u0440\u0434\u0435 \u0431\u0430\u0493\u0430\u043b\u0430\u0439\u0434\u044b \u0436\u04d9\u043d\u0435 \u0442\u043e\u043b\u0442\u044b\u0440\u0430\u0434\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041c\u044b\u0441\u0430\u043b\u044b, \u0435\u0433\u0435\u0440 \u0441\u0435\u043d\u0441\u043e\u0440 \u0431\u0435\u043b\u0433\u0456\u043b\u0456 \u0431\u0456\u0440 \u0443\u0430\u049b\u044b\u0442 \u0430\u0440\u0430\u043b\u044b\u0493\u044b\u043d\u0434\u0430 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0436\u0430\u0437\u0430 \u0430\u043b\u043c\u0430\u0441\u0430, \u0438\u043c\u043f\u0443\u0442\u0430\u0446\u0438\u044f \u04d9\u0434\u0456\u0441\u0442\u0435\u0440\u0456 \u043a\u04e9\u0440\u0448\u0456\u043b\u0435\u0441 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u043d\u04af\u043a\u0442\u0435\u043b\u0435\u0440\u0456\u043d\u0435 \u043d\u0435\u0433\u0456\u0437\u0434\u0435\u043b\u0433\u0435\u043d \u0436\u0435\u0442\u0456\u0441\u043f\u0435\u0439\u0442\u0456\u043d \u043c\u04d9\u043d\u0434\u0435\u0440\u0434\u0456 \u0431\u0430\u0493\u0430\u043b\u0430\u0439 \u0430\u043b\u0430\u0434\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u0435\u043c\u0435\u043a, \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0442\u0430\u0437\u0430\u0440\u0442\u0443\u0434\u044b\u04a3 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u04d9\u0434\u0456\u0441\u0442\u0435\u0440\u0456 \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0441\u0430\u043f\u0430\u0441\u044b\u043d\u044b\u04a3 \u043a\u0435\u043f\u0456\u043b\u0456 \u0431\u043e\u043b\u044b\u043f \u0442\u0430\u0431\u044b\u043b\u0430\u0434\u044b, \u0431\u04b1\u043b \u04e9\u043d\u0456\u043c \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d\u0456\u04a3 \u0431\u04af\u043a\u0456\u043b \u04d9\u043b\u0435\u043c\u0434\u0435\u0433\u0456 \u0444\u0435\u0440\u043c\u0435\u0440\u043b\u0435\u0440 \u04af\u0448\u0456\u043d \u0441\u0435\u043d\u0456\u043c\u0434\u0456 \u0436\u04d9\u043d\u0435 \u049b\u04b1\u043d\u0434\u044b \u0430\u043a\u0442\u0438\u0432 \u0431\u043e\u043b\u044b\u043f \u049b\u0430\u043b\u0443\u044b\u043d \u049b\u0430\u043c\u0442\u0430\u043c\u0430\u0441\u044b\u0437 \u0435\u0442\u0435\u0434\u0456.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043e\u043d\u044b\u043c\u0435\u043d \u049b\u0430\u0442\u0430\u0440, \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u044b \u0442\u04af\u0440\u0434\u0435 \u0442\u0430\u0437\u0430\u043b\u0430\u043f, \u0440\u0435\u0442\u0442\u0435\u0439 \u0430\u043b\u0430\u0442\u044b\u043d \u043a\u04e9\u043f\u0442\u0435\u0433\u0435\u043d \u044b\u04a3\u0493\u0430\u0439\u043b\u044b \u049b\u04b1\u0440\u0430\u043b\u0434\u0430\u0440 \u043c\u0435\u043d \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043b\u0456\u043a \u0431\u0430\u0493\u0434\u0430\u0440\u043b\u0430\u043c\u0430\u043b\u0430\u0440 \u0431\u0430\u0440, \u0436\u04d9\u043d\u0435 GeoPard \u0441\u043e\u043b\u0430\u0440\u0434\u044b\u04a3 \u0431\u0456\u0440\u0456. GeoPard \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u0433\u0456\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443-\u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 \u043c\u043e\u0434\u0443\u043b\u0456, \u04b1\u049b\u0441\u0430\u0441 \u0448\u0435\u0448\u0456\u043c\u0434\u0435\u0440\u043c\u0435\u043d \u049b\u0430\u0442\u0430\u0440, \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456\u04a3 \u0434\u04d9\u043b\u0434\u0456\u0433\u0456 \u043c\u0435\u043d \u0441\u0435\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u0433\u0456\u043d \u049b\u0430\u043c\u0442\u0430\u043c\u0430\u0441\u044b\u0437 \u0435\u0442\u0443 \u04af\u0448\u0456\u043d \u04e9\u0442\u0435 \u043c\u0430\u04a3\u044b\u0437\u0434\u044b.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><a href=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-3-harvesters.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"810\" height=\"324\" data-attachment-id=\"8232\" data-permalink=\"https:\/\/geopard.tech\/kz\/blog\/automated-yield-data-cleaning-and-calibration\/geopard-yield-cleaning-calibration-3-harvesters\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-3-harvesters.jpg?fit=1920%2C767&amp;ssl=1\" data-orig-size=\"1920,767\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"GeoPard &amp;#8211; Yield Cleaning &amp;#038; Calibration &amp;#8211; 3 harvesters\" data-image-description=\"&lt;p&gt;Cleaning and Calibrating data from multiple harvesters&lt;\/p&gt;\" data-image-caption=\"&lt;p&gt;Cleaning and Calibrating data from multiple harvesters&lt;\/p&gt;\" data-medium-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-3-harvesters.jpg?fit=300%2C120&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-3-harvesters.jpg?fit=1024%2C409&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-3-harvesters.jpg?resize=810%2C324&#038;ssl=1\" alt=\"GeoPard - \u04e8\u043d\u0456\u043c\u0434\u0456 \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 - 3 \u043a\u043e\u043c\u0431\u0430\u0439\u043d\" class=\"wp-image-8232\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-3-harvesters.jpg?w=1920&amp;ssl=1 1920w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-3-harvesters.jpg?resize=300%2C120&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-3-harvesters.jpg?resize=1024%2C409&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-3-harvesters.jpg?resize=768%2C307&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-3-harvesters.jpg?resize=1536%2C614&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-3-harvesters.jpg?resize=1200%2C479&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/09\/GeoPard-Yield-Cleaning-Calibration-3-harvesters.jpg?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/a><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-conclusion\">\u049a\u043e\u0440\u044b\u0442\u044b\u043d\u0434\u044b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 (AYDCC) \u0434\u04d9\u043b \u0430\u0443\u044b\u043b \u0448\u0430\u0440\u0443\u0430\u0448\u044b\u043b\u044b\u0493\u044b\u043d\u0434\u0430 \u04e9\u0442\u0435 \u043c\u0430\u04a3\u044b\u0437\u0434\u044b. \u041e\u043b \u049b\u0430\u0442\u0435\u043b\u0435\u0440\u0434\u0456 \u0436\u043e\u044e \u0436\u04d9\u043d\u0435 \u0441\u0430\u043f\u0430\u043d\u044b \u0436\u0430\u049b\u0441\u0430\u0440\u0442\u0443 \u0430\u0440\u049b\u044b\u043b\u044b \u0434\u0430\u049b\u044b\u043b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d\u0456\u04a3 \u0434\u04d9\u043b\u0434\u0456\u0433\u0456\u043d \u049b\u0430\u043c\u0442\u0430\u043c\u0430\u0441\u044b\u0437 \u0435\u0442\u0435\u0434\u0456, \u0431\u04b1\u043b \u0444\u0435\u0440\u043c\u0435\u0440\u043b\u0435\u0440\u0433\u0435 \u0430\u049b\u043f\u0430\u0440\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u0448\u0435\u0448\u0456\u043c\u0434\u0435\u0440 \u049b\u0430\u0431\u044b\u043b\u0434\u0430\u0443\u0493\u0430 \u043c\u04af\u043c\u043a\u0456\u043d\u0434\u0456\u043a \u0431\u0435\u0440\u0435\u0434\u0456. AYDCC \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0433\u0435 \u049b\u0430\u0442\u044b\u0441\u0442\u044b \u043c\u04d9\u0441\u0435\u043b\u0435\u043b\u0435\u0440\u0434\u0456 \u0448\u0435\u0448\u0435\u0434\u0456 \u0436\u04d9\u043d\u0435 \u0441\u0435\u043d\u0456\u043c\u0434\u0456 \u043d\u04d9\u0442\u0438\u0436\u0435\u043b\u0435\u0440\u0433\u0435 \u049b\u043e\u043b \u0436\u0435\u0442\u043a\u0456\u0437\u0443 \u04af\u0448\u0456\u043d \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u04d9\u0434\u0456\u0441\u0442\u0435\u0440\u0434\u0456 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0430\u0434\u044b. GeoPard \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0441\u044b\u043d\u044b\u04a3 \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a\u0442\u0456 \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u043c\u043e\u0434\u0443\u043b\u0456 \u0441\u0438\u044f\u049b\u0442\u044b \u049b\u04b1\u0440\u0430\u043b\u0434\u0430\u0440 \u0444\u0435\u0440\u043c\u0435\u0440\u043b\u0435\u0440 \u04af\u0448\u0456\u043d \u0431\u04b1\u043b \u043f\u0440\u043e\u0446\u0435\u0441\u0442\u0456 \u0436\u0435\u04a3\u0456\u043b\u0434\u0435\u0442\u0435\u0434\u0456, \u0442\u0438\u0456\u043c\u0434\u0456 \u0436\u04d9\u043d\u0435 \u04e9\u043d\u0456\u043c\u0434\u0456 \u0435\u0433\u0456\u043d\u0448\u0456\u043b\u0456\u043a \u0442\u04d9\u0436\u0456\u0440\u0438\u0431\u0435\u0441\u0456\u043d\u0435 \u044b\u049b\u043f\u0430\u043b \u0435\u0442\u0435\u0434\u0456.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u0430\u043d\u0434\u044b\u0440\u044b\u043b\u0493\u0430\u043d \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d \u0442\u0430\u0437\u0430\u043b\u0430\u0443 \u0436\u04d9\u043d\u0435 \u043a\u0430\u043b\u0438\u0431\u0440\u043b\u0435\u0443 (AYDCC) - \u04e9\u043d\u0456\u043c\u0434\u0456\u043b\u0456\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0456\u043d\u0434\u0435\u0433\u0456 \u049b\u0430\u0442\u0435\u043b\u0435\u0440\u0434\u0456 \u0430\u043d\u044b\u049b\u0442\u0430\u0443 \u0436\u04d9\u043d\u0435 \u0442\u04af\u0437\u0435\u0442\u0443 \u04af\u0448\u0456\u043d \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0434\u0435\u0440 \u043c\u0435\u043d \u043c\u043e\u0434\u0435\u043b\u044c\u0434\u0435\u0440\u0434\u0456 \u043f\u0430\u0439\u0434\u0430\u043b\u0430\u043d\u0430\u0442\u044b\u043d \u043f\u0440\u043e\u0446\u0435\u0441\u0441, \u043c\u044b\u0441\u0430\u043b\u044b...<\/p>","protected":false},"author":210249433,"featured_media":8230,"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":"","_crdt_document":"","content-type":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false},"version":2},"_wpas_customize_per_network":false},"categories":[1657,1660,1661,1377,1378,1368],"tags":[],"class_list":["post-8223","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-precision-farming","category-agriculture-mapping","category-satellite-imagery","category-crop-monitoring","category-remote-sensing","category-yield"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.6 (Yoast SEO v27.3) - 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