{"id":11785,"date":"2025-07-06T21:42:54","date_gmt":"2025-07-06T19:42:54","guid":{"rendered":"https:\/\/geopard.tech\/?p=11785"},"modified":"2025-07-06T21:48:35","modified_gmt":"2025-07-06T19:48:35","slug":"%d8%aa%d9%8f%d8%b3%d8%a7%d9%87%d9%85-%d9%85%d8%a4%d8%b4%d8%b1%d8%a7%d8%aa-%d8%a7%d9%84%d8%a7%d8%b3%d8%aa%d8%b4%d8%b9%d8%a7%d8%b1-%d8%b9%d9%86-%d8%a8%d8%b9%d8%af-%d9%84%d9%84%d8%ba%d8%b7%d8%a7%d8%a1","status":"publish","type":"post","link":"https:\/\/geopard.tech\/ar\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/","title":{"rendered":"\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f \u0644\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u062a\u064f\u062d\u062f\u062b \u062a\u062d\u0648\u0644\u0627\u064b \u0641\u064a \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u0628\u0637\u0627\u0637\u0633"},"content":{"rendered":"<p>\u062a\u064f\u0639\u062f\u0651 \u0627\u0644\u0628\u0637\u0627\u0637\u0627 \u0645\u0646 \u0623\u0647\u0645 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0627\u0644\u063a\u0630\u0627\u0626\u064a\u0629 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645\u060c \u0641\u0647\u064a \u063a\u0630\u0627\u0621 \u0623\u0633\u0627\u0633\u064a \u0644\u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0628\u0634\u0631. \u0623\u0648\u0644\u0627\u064b\u060c \u0645\u0639\u0631\u0641\u0629 \u0643\u064a\u0641\u064a\u0629 \u0646\u0645\u0648 \u0646\u0628\u0627\u062a\u0627\u062a \u0627\u0644\u0628\u0637\u0627\u0637\u0627 \u0648\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u062d\u0635\u0648\u0644\u0647\u0627 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0632\u0627\u0631\u0639\u064a\u0646 \u0639\u0644\u0649 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0631\u064a \u0648\u0627\u0644\u062a\u0633\u0645\u064a\u062f \u0648\u0645\u0643\u0627\u0641\u062d\u0629 \u0627\u0644\u0622\u0641\u0627\u062a \u0628\u0643\u0641\u0627\u0621\u0629 \u0623\u0643\u0628\u0631.<\/p>\n<p>\u062b\u0627\u0646\u064a\u064b\u0627\u060c \u062a\u0633\u062a\u0637\u064a\u0639 \u0645\u0635\u0627\u0646\u0639 \u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u0623\u063a\u0630\u064a\u0629 \u0648\u0645\u0631\u0627\u0641\u0642 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0644\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a\u0629 \u0648\u0627\u0644\u0639\u0645\u0627\u0644\u0629 \u0639\u0646\u062f \u062a\u0648\u0641\u0631 \u062a\u0642\u062f\u064a\u0631\u0627\u062a \u0645\u0648\u062b\u0648\u0642\u0629 \u0644\u0644\u0625\u0646\u062a\u0627\u062c. \u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 - \u0643\u0627\u0644\u062a\u062c\u0648\u0644 \u0641\u064a \u0627\u0644\u062d\u0642\u0648\u0644 \u0648\u0642\u064a\u0627\u0633 \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u064a\u062f\u0648\u064a\u064b\u0627 - \u062a\u0633\u062a\u063a\u0631\u0642 \u0648\u0642\u062a\u064b\u0627 \u0637\u0648\u064a\u0644\u064b\u0627 \u0648\u0639\u0631\u0636\u0629 \u0644\u0644\u062e\u0637\u0623 \u0627\u0644\u0628\u0634\u0631\u064a.<\/p>\n<p>\u0644\u0630\u0644\u0643\u060c \u0644\u062c\u0623 \u0627\u0644\u0639\u0644\u0645\u0627\u0621 \u0625\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f\u060c \u0627\u0644\u0630\u064a \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0623\u0648 \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0623\u0648 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629\u060c \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0646\u0645\u0648 \u0627\u0644\u0628\u0637\u0627\u0637\u0633 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u062d\u0635\u0648\u0644 \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639 \u0648\u0623\u0643\u062b\u0631 \u062f\u0642\u0629.<\/p>\n<h2>\u0641\u0647\u0645 \u062a\u0648\u0642\u0639\u0627\u062a \u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0628\u0637\u0627\u0637\u0633<\/h2>\n<p>\u0639\u0644\u0649 \u0645\u062f\u0649 \u0627\u0644\u0639\u0642\u062f\u064a\u0646 \u0627\u0644\u0645\u0627\u0636\u064a\u064a\u0646\u060c \u0627\u0632\u062f\u0627\u062f \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u0628\u0634\u0643\u0644 \u0645\u0644\u062d\u0648\u0638 \u0628\u062a\u0637\u0628\u064a\u0642 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f \u0641\u064a \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0628\u0637\u0627\u0637\u0627. \u0641\u064a \u0627\u0644\u0648\u0627\u0642\u0639\u060c \u062d\u062f\u062f\u062a \u0645\u0631\u0627\u062c\u0639\u0629 \u0645\u0646\u0647\u062c\u064a\u0629 79 \u062f\u0631\u0627\u0633\u0629 \u0646\u064f\u0634\u0631\u062a \u0628\u064a\u0646 \u0639\u0627\u0645\u064a 2000 \u06482022 \u062d\u0648\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639\u060c \u0645\u0646 \u0623\u0635\u0644 482 \u0645\u0642\u0627\u0644\u0629 \u062a\u0645 \u0641\u062d\u0635\u0647\u0627 \u0645\u0628\u062f\u0626\u064a\u0627\u064b.<\/p>\n<p>\u0648\u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u060c \u0627\u062a\u0628\u0639 \u0627\u0644\u0645\u0624\u0644\u0641\u0648\u0646 \u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u062a\u0648\u062c\u064a\u0647\u064a\u0629 \u0627\u0644\u0645\u0639\u0645\u0648\u0644 \u0628\u0647\u0627 (Kitchenham &amp; Charters 2007\u061b \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 PRISMA)\u060c \u062d\u064a\u062b \u0642\u0627\u0645\u0648\u0627 \u0628\u0627\u0644\u0628\u062d\u062b \u0641\u064a \u062b\u0645\u0627\u0646\u064a \u0642\u0648\u0627\u0639\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629 - Google Scholar \u0648 ScienceDirect \u0648 Scopus \u0648 Web of Science \u0648 IEEE Xplore \u0648 MDPI \u0648 Taylor &amp; Francis \u0648 SpringerLink - \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0645\u062b\u0644 &quot;\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u0628\u0637\u0627\u0637\u0633&quot; \u0648 &quot;\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f&quot;.\u201c<\/p>\n<p>\u0648\u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u0645 \u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0623\u0635\u0644\u064a\u0629 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0629 \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0641\u0642\u0637 \u0648\u0627\u0644\u062a\u064a \u0627\u0633\u062a\u062e\u062f\u0645\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f \u0644\u0631\u0635\u062f \u0627\u0644\u0646\u0645\u0648 \u0623\u0648 \u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0645\u062d\u0635\u0648\u0644. \u0639\u0644\u0627\u0648\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u0645 \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0643\u0644 \u0648\u0631\u0642\u0629 \u0628\u062d\u062b\u064a\u0629 \u0645\u062e\u062a\u0627\u0631\u0629 \u0648\u0641\u0642\u064b\u0627 \u0644\u0623\u0631\u0628\u0639\u0629 \u0623\u0633\u0626\u0644\u0629 \u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\n<ul>\n<li>\u0645\u0627 \u0647\u064a \u0645\u0646\u0635\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 (\u0642\u0645\u0631 \u0635\u0646\u0627\u0639\u064a\u060c \u0637\u0627\u0626\u0631\u0629 \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\u060c \u0623\u0648 \u0645\u0646\u0635\u0629 \u0623\u0631\u0636\u064a\u0629)\u061f<\/li>\n<li>\u0645\u0627 \u0647\u064a \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0623\u0648 \u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0637\u064a\u0641\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u0642\u064a\u064a\u0645\u0647\u0627\u061f<\/li>\n<li>\u0645\u0627 \u0647\u064a \u0633\u0645\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0627\u0644\u062a\u064a \u062a\u0645\u062a \u0645\u0631\u0627\u0642\u0628\u062a\u0647\u0627 (\u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629\u060c \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0648\u0631\u0642\u0629\u060c \u0627\u0644\u0643\u0644\u0648\u0631\u0648\u0641\u064a\u0644\u060c \u0627\u0644\u0646\u064a\u062a\u0631\u0648\u062c\u064a\u0646)\u061f<\/li>\n<li>\u0645\u0627 \u0645\u062f\u0649 \u062f\u0642\u0629 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u062f\u0631\u0646\u0627\u062a \u0627\u0644\u0646\u0647\u0627\u0626\u064a (\u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u062f\u060c R\u00b2)\u061f<\/li>\n<\/ul>\n<p>\u0633\u0627\u0639\u062f\u062a \u0647\u0630\u0647 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u064a\u0646 \u0639\u0644\u0649 \u0631\u0633\u0645 \u062e\u0631\u064a\u0637\u0629 \u0644\u0623\u062d\u062f\u062b \u0645\u0627 \u062a\u0648\u0635\u0644 \u0625\u0644\u064a\u0647 \u0627\u0644\u0639\u0644\u0645 \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0631\u0643\u0632 \u0639\u0644\u064a\u0647\u0627 \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629.<\/p>\n<h2>\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f \u0648\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a<\/h2>\n<p>\u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u062b\u0644\u0627\u062b\u0629 \u0623\u0646\u0648\u0627\u0639 \u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f\u060c \u0644\u0643\u0644 \u0645\u0646\u0647\u0627 \u0645\u0632\u0627\u064a\u0627\u0647\u0627 \u0648\u0642\u064a\u0648\u062f\u0647\u0627. \u0623\u0648\u0644\u0627\u064b\u060c \u062a\u0648\u0641\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0645\u062b\u0644 Sentinel-2 (\u0628\u062f\u0642\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 10 \u0623\u0645\u062a\u0627\u0631\u060c \u0648\u0625\u0639\u0627\u062f\u0629 \u0632\u064a\u0627\u0631\u0629 \u0643\u0644 5 \u0623\u064a\u0627\u0645) \u0648Landsat 5-8 (\u0628\u062f\u0642\u0629 30 \u0645\u062a\u0631\u064b\u0627\u060c \u0648\u0625\u0639\u0627\u062f\u0629 \u0632\u064a\u0627\u0631\u0629 \u0643\u0644 16 \u064a\u0648\u0645\u064b\u0627) \u062a\u063a\u0637\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062c\u0627\u0646\u064b\u0627 \u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646.<\/p>\n<p>\u062b\u0627\u0646\u064a\u064b\u0627\u060c \u062a\u0633\u0645\u062d \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0645\u062b\u0644 MODIS\/TERRA\/Aqua (250-1000 \u0645\u062a\u0631\u060c \u0625\u0639\u0627\u062f\u0629 \u0632\u064a\u0627\u0631\u0629 \u064a\u0648\u0645\u064a\u0629 \u0625\u0644\u0649 \u064a\u0648\u0645\u064a\u0646) \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0645\u062b\u0644 PlanetScope (3 \u0623\u0645\u062a\u0627\u0631\u060c \u064a\u0648\u0645\u064a\u064b\u0627\u060c \u0628\u062a\u0643\u0644\u0641\u0629 \u062d\u0648\u0627\u0644\u064a $218 \u0644\u0643\u0644 100 \u0643\u064a\u0644\u0648\u0645\u062a\u0631 \u0645\u0631\u0628\u0639) \u0628\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u062a\u0643\u0631\u0627\u0631\u064b\u0627 \u0623\u0648 \u0628\u062f\u0642\u0629 \u0623\u0639\u0644\u0649\u060c \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0639\u0627\u0645\u0644\u0627\u064b.<\/p>\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"11792\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/remote-sensing-platforms-and-vegetation-indices\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Platforms-and-Vegetation-Indices.webp?fit=1024%2C1024&amp;ssl=1\" data-orig-size=\"1024,1024\" data-comments-opened=\"1\" data-image-title=\"Remote Sensing Platforms and Vegetation Indices\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Platforms-and-Vegetation-Indices.webp?fit=1024%2C1024&amp;ssl=1\" class=\"alignnone size-full wp-image-11792\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Platforms-and-Vegetation-Indices.webp?resize=810%2C810&#038;ssl=1\" alt=\"\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f \u0648\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a\" width=\"810\" height=\"810\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Platforms-and-Vegetation-Indices.webp?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Platforms-and-Vegetation-Indices.webp?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Platforms-and-Vegetation-Indices.webp?resize=150%2C150&amp;ssl=1 150w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Platforms-and-Vegetation-Indices.webp?resize=768%2C768&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Platforms-and-Vegetation-Indices.webp?resize=120%2C120&amp;ssl=1 120w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>\u062b\u0627\u0644\u062b\u064b\u0627\u060c \u062a\u0648\u0641\u0631 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0627\u0644\u062c\u0648\u064a\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u0623\u0647\u0648\u0644\u0629 (UAVs) \u0627\u0644\u062a\u064a \u062a\u062d\u0645\u0644 \u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0637\u064a\u0627\u0641 \u0623\u0648 \u0641\u0627\u0626\u0642\u0629 \u0627\u0644\u0623\u0637\u064a\u0627\u0641 \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u062c\u062f\u064b\u0627 (\u062a\u0635\u0644 \u0625\u0644\u0649 \u0628\u0636\u0639\u0629 \u0633\u0646\u062a\u064a\u0645\u062a\u0631\u0627\u062a \u0644\u0643\u0644 \u0628\u0643\u0633\u0644) \u0648\u064a\u0645\u0643\u0646 \u062a\u0634\u063a\u064a\u0644\u0647\u0627 \u0639\u0646\u062f \u0627\u0644\u0637\u0644\u0628\u060c \u0644\u0643\u0646\u0647\u0627 \u062a\u063a\u0637\u064a \u0645\u0646\u0627\u0637\u0642 \u0623\u0635\u063a\u0631 \u0648\u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a\u0629.<\/p>\n<p>\u0648\u0623\u062e\u064a\u0631\u064b\u0627\u060c \u062a\u0648\u0641\u0631 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0623\u0631\u0636\u064a\u0629 - \u0645\u062b\u0644 \u0623\u062c\u0647\u0632\u0629 \u0642\u064a\u0627\u0633 NDVI \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0648\u0623\u062c\u0647\u0632\u0629 \u0642\u064a\u0627\u0633 \u0627\u0644\u0643\u0644\u0648\u0631\u0648\u0641\u064a\u0644 SPAD - \u0642\u064a\u0627\u0633\u0627\u062a \u0645\u0648\u0636\u0639\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629\u060c \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646\u0647\u0627 \u062a\u0633\u062a\u063a\u0631\u0642 \u0648\u0642\u062a\u064b\u0627 \u0637\u0648\u064a\u0644\u0627\u064b \u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0639\u0644\u0649 \u0645\u0633\u0627\u062d\u0627\u062a \u0648\u0627\u0633\u0639\u0629.<\/p>\n<p>\u062a\u064f\u062d\u0648\u0651\u0644 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0642\u064a\u0645 \u0627\u0644\u0627\u0646\u0639\u0643\u0627\u0633 \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u062a\u0642\u062f\u064a\u0631\u0627\u062a \u0630\u0627\u062a \u062f\u0644\u0627\u0644\u0629 \u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0646\u0628\u0627\u062a. \u0648\u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627 \u0641\u064a \u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0628\u0637\u0627\u0637\u0633 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ul>\n<li>\u0645\u0624\u0634\u0631 NDVI (\u0645\u0624\u0634\u0631 \u0627\u062e\u062a\u0644\u0627\u0641 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u0637\u0628\u064a\u0639\u064a): (NIR \u2013 \u0627\u0644\u0623\u062d\u0645\u0631) \/ (NIR + \u0627\u0644\u0623\u062d\u0645\u0631)<\/li>\n<li>\u0645\u0624\u0634\u0631 NDVI \u0627\u0644\u0623\u062e\u0636\u0631 (GNDVI): (\u0627\u0644\u0623\u0634\u0639\u0629 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0631\u0627\u0621 \u0627\u0644\u0642\u0631\u064a\u0628\u0629 - \u0627\u0644\u0623\u062e\u0636\u0631) \/ (\u0627\u0644\u0623\u0634\u0639\u0629 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0631\u0627\u0621 \u0627\u0644\u0642\u0631\u064a\u0628\u0629 + \u0627\u0644\u0623\u062e\u0636\u0631)<\/li>\n<li>NDRE (\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a \u0644\u0644\u062d\u0627\u0641\u0629 \u0627\u0644\u062d\u0645\u0631\u0627\u0621): (NIR \u2013 RedEdge) \/ (NIR + RedEdge)<\/li>\n<li>\u0645\u0624\u0634\u0631 OSAVI (\u0645\u0624\u0634\u0631 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u0645\u0639\u062f\u0644 \u062d\u0633\u0628 \u0627\u0644\u062a\u0631\u0628\u0629 \u0627\u0644\u0623\u0645\u062b\u0644): 1.16 \u00d7 (NIR \u2013 \u0627\u0644\u0623\u062d\u0645\u0631) \/ (NIR + \u0627\u0644\u0623\u062d\u0645\u0631 + 0.16)<\/li>\n<li>\u0645\u0624\u0634\u0631 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u0645\u062d\u0633\u0646 (EVI)\u060c \u0648\u0645\u0624\u0634\u0631 \u0627\u0644\u062d\u0627\u0641\u0629 \u0627\u0644\u062d\u0645\u0631\u0627\u0621 (CIred-edge)\u060c \u0648\u0645\u0624\u0634\u0631 \u0627\u0644\u062e\u0636\u0631\u0629 (CIgreen)\u060c \u0648\u063a\u064a\u0631\u0647\u0627. .<\/li>\n<\/ul>\n<p>\u062a\u064f\u062e\u062a\u0627\u0631 \u0647\u0630\u0647 \u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062d\u0633\u0627\u0633\u064a\u062a\u0647\u0627 \u0644\u0643\u062b\u0627\u0641\u0629 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a\u060c \u0648\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0643\u0644\u0648\u0631\u0648\u0641\u064a\u0644\u060c \u0648\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u062a\u0631\u0628\u0629. \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a\u060c \u0641\u0647\u064a \u062a\u064f\u0634\u0643\u0644 \u0627\u0644\u0623\u0633\u0627\u0633 \u0644\u062a\u0642\u062f\u064a\u0631 \u0635\u062d\u0629 \u0627\u0644\u0646\u0628\u0627\u062a \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u062d\u0635\u0648\u0644.<\/p>\n<h2>\u0645\u0631\u0627\u0642\u0628\u0629 \u0646\u0645\u0648 \u0627\u0644\u0628\u0637\u0627\u0637\u0633 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u062d\u0635\u0648\u0644<\/h2>\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f\u060c \u064a\u0631\u0627\u0642\u0628 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0633\u0645\u0627\u062a \u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u0628\u0637\u0627\u0637\u0633 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 - \u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u0641\u0648\u0642 \u0633\u0637\u062d \u0627\u0644\u0623\u0631\u0636 (AGB)\u060c \u0648\u0645\u0624\u0634\u0631 \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0648\u0631\u0642\u0629 (LAI)\u060c \u0648\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0643\u0644\u0648\u0631\u0648\u0641\u064a\u0644 \u0641\u064a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a (CCC)\u060c \u0648\u062d\u0627\u0644\u0629 \u0627\u0644\u0646\u064a\u062a\u0631\u0648\u062c\u064a\u0646 \u0641\u064a \u0627\u0644\u0623\u0648\u0631\u0627\u0642 - \u062b\u0645 \u064a\u0631\u0628\u0637\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u0633\u0645\u0627\u062a \u0628\u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u062f\u0631\u0646\u0627\u062a \u0627\u0644\u0646\u0647\u0627\u0626\u064a.<\/p>\n<p>\u0623\u0648\u0644\u0627\u064b\u060c \u0642\u062f \u064a\u0643\u0648\u0646 \u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u0641\u0648\u0642 \u0633\u0637\u062d \u0627\u0644\u0623\u0631\u0636 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0648\u062d\u062f\u0647\u0627 \u0623\u0645\u0631\u0627\u064b \u0635\u0639\u0628\u0627\u064b \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u063a\u0637\u0627\u0621 \u0627\u0644\u0645\u0638\u0644\u0629 \u0643\u062b\u064a\u0641\u0627\u064b \u0644\u0623\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u062a\u062a\u0634\u0628\u0639\u061b \u0644\u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0648\u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0646\u0628\u0627\u062a \u0623\u0648 \u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0646\u0633\u064a\u062c \u0641\u064a \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u064a\u062d\u0633\u0646 \u0627\u0644\u062f\u0642\u0629.<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"11793\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/potato-monitoring-growth-and-predicting-yield\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Monitoring-Growth-and-Predicting-Yield.webp?fit=1024%2C1024&amp;ssl=1\" data-orig-size=\"1024,1024\" data-comments-opened=\"1\" data-image-title=\"Potato Monitoring Growth and Predicting Yield\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Monitoring-Growth-and-Predicting-Yield.webp?fit=1024%2C1024&amp;ssl=1\" class=\"alignnone size-full wp-image-11793\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Monitoring-Growth-and-Predicting-Yield.webp?resize=810%2C810&#038;ssl=1\" alt=\"\u0645\u0631\u0627\u0642\u0628\u0629 \u0646\u0645\u0648 \u0627\u0644\u0628\u0637\u0627\u0637\u0633 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u062d\u0635\u0648\u0644\" width=\"810\" height=\"810\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Monitoring-Growth-and-Predicting-Yield.webp?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Monitoring-Growth-and-Predicting-Yield.webp?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Monitoring-Growth-and-Predicting-Yield.webp?resize=150%2C150&amp;ssl=1 150w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Monitoring-Growth-and-Predicting-Yield.webp?resize=768%2C768&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Monitoring-Growth-and-Predicting-Yield.webp?resize=120%2C120&amp;ssl=1 120w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>\u062b\u0627\u0646\u064a\u064b\u0627\u060c \u062d\u0642\u0642 \u062a\u0642\u064a\u064a\u0645 \u0645\u0624\u0634\u0631 \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0648\u0631\u0642\u0629 (LAI) - \u0625\u062c\u0645\u0627\u0644\u064a \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0648\u0631\u0642\u0629 \u0623\u062d\u0627\u062f\u064a\u0629 \u0627\u0644\u062c\u0627\u0646\u0628 \u0644\u0643\u0644 \u0645\u0633\u0627\u062d\u0629 \u0623\u0631\u0636\u064a\u0629 - \u0642\u064a\u0645 R\u00b2 \u062a\u0635\u0644 \u0625\u0644\u0649 0.84 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0645\u0646 \u0643\u0644 \u0645\u0646 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0637\u064a\u0641\u064a\u0629 \u0627\u0644\u0641\u0627\u0626\u0642\u0629 \u0644\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0637\u064a\u0627\u0641 \u0644\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629.<\/p>\n<p>\u062b\u0627\u0644\u062b\u064b\u0627\u060c \u0648\u0635\u0644\u062a \u062a\u0642\u062f\u064a\u0631\u0627\u062a CCC\u060c \u0627\u0644\u0645\u0633\u062a\u0645\u062f\u0629 \u0645\u0646 \u0645\u0624\u0634\u0631\u0627\u062a \u0645\u062b\u0644 CIred-edge \u0648CIgreen \u0648TCARI\/OSAVI \u0648TCARI + OSAVI\u060c \u0625\u0644\u0649 R\u00b2 \u2248 0.85 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062e\u0636\u0631\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0648\u062c\u0648\u062f \u0627\u0631\u062a\u0628\u0627\u0637 \u0642\u0648\u064a \u0645\u0639 \u0627\u0644\u0643\u0644\u0648\u0631\u0648\u0641\u064a\u0644 \u0627\u0644\u0645\u0642\u0627\u0633 \u0641\u064a \u0627\u0644\u0645\u062e\u062a\u0628\u0631.<\/p>\n<p>\u0648\u0623\u062e\u064a\u0631\u064b\u0627\u060c \u062a\u0645 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u062d\u0627\u0644\u0629 \u0627\u0644\u0646\u064a\u062a\u0631\u0648\u062c\u064a\u0646 \u0641\u064a \u0627\u0644\u0623\u0648\u0631\u0627\u0642\u060c \u0648\u0647\u0648 \u0623\u0645\u0631 \u062d\u064a\u0648\u064a \u0644\u0644\u0646\u0645\u0648 \u0627\u0644\u0635\u062d\u064a\u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 R\u00b2 \u064a\u062a\u0631\u0627\u0648\u062d \u0645\u0646 0.52 \u0625\u0644\u0649 0.95 \u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0623\u0631\u0636\u064a\u0629 \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0623\u0648 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629.<\/p>\n<p>\u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u0639\u0644\u0642 \u0627\u0644\u0623\u0645\u0631 \u0628\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u062f\u0631\u0646\u0627\u062a\u060c \u062a\u0628\u0631\u0632 \u0645\u0646\u0647\u062c\u0627\u0646 \u0631\u0626\u064a\u0633\u064a\u0627\u0646 \u0644\u0644\u0646\u0645\u0630\u062c\u0629:<\/p>\n<p>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a\u0629: \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0624\u0634\u0631 \u0646\u0628\u0627\u062a\u064a \u0648\u0627\u062d\u062f - \u063a\u0627\u0644\u0628\u064b\u0627 NDVI \u0623\u0648 GNDVI \u0623\u0648 NDRE - \u0644\u0645\u0637\u0627\u0628\u0642\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629. \u062a\u062a\u0631\u0627\u0648\u062d \u0642\u064a\u0645 R\u00b2 \u0627\u0644\u0645\u064f\u0628\u0644\u063a \u0639\u0646\u0647\u0627 \u0644\u0640 NDVI \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0645\u062d\u0635\u0648\u0644 \u0645\u0646 0.23 \u0625\u0644\u0649 0.84 (\u0627\u0644\u0648\u0633\u064a\u0637 \u2248 0.67)\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u062a\u0631\u0627\u0648\u062d \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u064a\u0646 NDRE \u0648\u0627\u0644\u0645\u062d\u0635\u0648\u0644 \u0645\u0646 0.12 \u0625\u0644\u0649 0.85 (\u0627\u0644\u0648\u0633\u064a\u0637 \u2248 0.61).<\/p>\n<p>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a: \u062a\u0634\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629\u060c \u0648\u0622\u0644\u0627\u062a \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0627\u0644\u062f\u0627\u0639\u0645\u0629\u060c \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0648\u0627\u0644\u0646\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u0637\u064a\u0641\u064a\u0629\u060c \u0648\u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u063a\u064a\u0631 \u0627\u0644\u0637\u064a\u0641\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0637\u0642\u0633 \u0648\u0627\u0644\u062a\u0631\u0628\u0629 \u0648\u0627\u0644\u0625\u062f\u0627\u0631\u0629. \u0648\u0642\u062f \u0631\u0641\u0639\u062a \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u062f (R\u00b2) \u0625\u0644\u0649 0.93 \u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a.<\/p>\n<p>\u0639\u0644\u0627\u0648\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643\u060c \u064a\u0624\u062b\u0631 \u062a\u0648\u0642\u064a\u062a \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u062f\u0642\u0629 \u0627\u0644\u062a\u0646\u0628\u0624. \u0641\u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a\u060c \u0623\u0638\u0647\u0631\u062a \u0642\u064a\u0627\u0633\u0627\u062a \u0645\u0624\u0634\u0631 \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u062a\u064a \u0623\u064f\u062c\u0631\u064a\u062a \u0628\u0639\u062f 36-55 \u064a\u0648\u0645\u064b\u0627 \u0645\u0646 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0623\u0639\u0644\u0649 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u062f\u0631\u0646\u0627\u062a \u0627\u0644\u0646\u0647\u0627\u0626\u064a.<\/p>\n<p>\u062a\u062a\u0632\u0627\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0645\u0639 \u0630\u0631\u0648\u0629 \u062a\u063a\u0637\u064a\u0629 \u0627\u0644\u062a\u0631\u0628\u0629 \u0648\u0628\u062f\u0627\u064a\u0629 \u062a\u0643\u0648\u064a\u0646 \u0627\u0644\u062f\u0631\u0646\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0628\u0646\u064a\u0629 \u0627\u0644\u0646\u0628\u0627\u062a \u0627\u0644\u0645\u0624\u0634\u0631 \u0627\u0644\u0623\u0647\u0645 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u0646\u0647\u0627\u0626\u064a. \u0628\u0639\u0636 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u062a\u0648\u0635\u0644 \u0625\u0644\u064a\u0647\u0627:<\/p>\n<ul>\n<li>\u0627\u0633\u062a\u0648\u0641\u062a 79 \u062f\u0631\u0627\u0633\u0629 (2000-2022) \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629\u060c \u0645\u0646 \u0623\u0635\u0644 482 \u062f\u0631\u0627\u0633\u0629 \u062a\u0645 \u062a\u062d\u062f\u064a\u062f\u0647\u0627.<\/li>\n<li>\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0631\u0643\u064a\u0632: \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u062d\u0635\u0648\u0644 (37 %)\u060c \u062d\u0627\u0644\u0629 \u0627\u0644\u0646\u064a\u062a\u0631\u0648\u062c\u064a\u0646 \u0641\u064a \u0627\u0644\u0623\u0648\u0631\u0627\u0642 (21 %)\u060c \u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u0641\u0648\u0642 \u0633\u0637\u062d \u0627\u0644\u0623\u0631\u0636 (15 %)\u060c \u0645\u0624\u0634\u0631 \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0648\u0631\u0642\u0629 (15 %)\u060c \u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u0633\u0639\u0629 \u0627\u0644\u062d\u0631\u0627\u0631\u064a\u0629 \u0644\u0644\u0646\u0628\u0627\u062a (12 %).<\/li>\n<li>\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0641\u0636\u0627\u0626\u064a\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u064b\u0627: Sentinel-2\u060c Landsat\u060c MODIS\u061b \u062a\u062c\u0627\u0631\u064a: PlanetScope.<\/li>\n<li>\u0646\u0637\u0627\u0642\u0627\u062a R\u00b2: NDVI\u2013yield (0.23\u20130.84)\u060c NDRE\u2013yield (0.12\u20130.85)\u060c GNDVI\u2013yield (0.26\u20130.75).<\/li>\n<\/ul>\n<h2>\u062a\u0648\u0635\u064a\u0627\u062a \u0628\u0634\u0623\u0646 \u062a\u0648\u0642\u0639\u0627\u062a \u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u0628\u0637\u0627\u0637\u0633<\/h2>\n<p>\u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u060c \u064a\u0646\u0628\u063a\u064a \u0639\u0644\u0649 \u0627\u0644\u0645\u062e\u062a\u0635\u064a\u0646 \u0623\u0648\u0644\u0627\u064b \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0623\u0647\u062f\u0627\u0641\u0647\u0645. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0627\u0644\u0625\u0642\u0644\u064a\u0645\u064a\u0629\u060c \u062a\u0648\u0641\u0631 \u0628\u064a\u0627\u0646\u0627\u062a Sentinel-2 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u062a\u063a\u0637\u064a\u0629 \u0645\u0648\u062b\u0648\u0642\u0629 \u0628\u062f\u0642\u0629 10 \u0623\u0645\u062a\u0627\u0631 \u0648\u062c\u062f\u0648\u0644 \u0625\u0639\u0627\u062f\u0629 \u0632\u064a\u0627\u0631\u0629 \u0643\u0644 5 \u0623\u064a\u0627\u0645.<\/p>\n<p>\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0642\u062f\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u062d\u0644\u064a\u0629\u060c \u062a\u064f\u062c\u0631\u0649 \u0631\u062d\u0644\u0627\u062a \u062c\u0648\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0628\u0639\u062f \u062d\u0648\u0627\u0644\u064a 36-55 \u064a\u0648\u0645\u064b\u0627 \u0645\u0646 \u0627\u0644\u0632\u0631\u0627\u0639\u0629\u060c \u0644\u0631\u0635\u062f \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u0645\u0647\u0645\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0645\u0639\u0627\u064a\u0631\u0629 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629. \u0648\u064a\u064f\u0641\u0636\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0623\u0631\u0636\u064a\u0629 \u0644\u0625\u062c\u0631\u0627\u0621 \u0641\u062d\u0648\u0635\u0627\u062a \u0645\u0648\u0636\u0639\u064a\u0629 \u0648\u0645\u0639\u0627\u064a\u0631\u0629 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0639\u0646 \u0628\u064f\u0639\u062f\u060c \u0644\u0627 \u0633\u064a\u0645\u0627 \u0639\u0646\u062f \u062f\u0645\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0637\u064a\u0641\u064a\u0629 \u0645\u0639 \u0627\u0644\u0642\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629.<\/p>\n<p>\u0641\u064a\u0645\u0627 \u064a\u062a\u0639\u0644\u0642 \u0628\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a\u060c \u064a\u0646\u0628\u063a\u064a \u0639\u0644\u0649 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u064a\u0646 \u0625\u0639\u0637\u0627\u0621 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0645\u0624\u0634\u0631\u0627\u062a NDVI \u0648NDRE \u0648CI <sub>red-edge<\/sub> \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u060c \u062d\u064a\u062b \u062a\u064f\u0638\u0647\u0631 \u0647\u0630\u0647 \u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0642\u0648\u064a\u0629.<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"11794\" data-permalink=\"https:\/\/geopard.tech\/ar\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/potato-yield-prediction-recommendations\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Yield-Prediction-Recommendations.webp?fit=1024%2C1024&amp;ssl=1\" data-orig-size=\"1024,1024\" data-comments-opened=\"1\" data-image-title=\"Potato Yield Prediction Recommendations\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Yield-Prediction-Recommendations.webp?fit=1024%2C1024&amp;ssl=1\" class=\"alignnone size-full wp-image-11794\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Yield-Prediction-Recommendations.webp?resize=810%2C810&#038;ssl=1\" alt=\"\u062a\u0648\u0635\u064a\u0627\u062a \u0628\u0634\u0623\u0646 \u062a\u0648\u0642\u0639\u0627\u062a \u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u0628\u0637\u0627\u0637\u0633\" width=\"810\" height=\"810\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Yield-Prediction-Recommendations.webp?w=1024&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Yield-Prediction-Recommendations.webp?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Yield-Prediction-Recommendations.webp?resize=150%2C150&amp;ssl=1 150w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Yield-Prediction-Recommendations.webp?resize=768%2C768&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Potato-Yield-Prediction-Recommendations.webp?resize=120%2C120&amp;ssl=1 120w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>\u0639\u0646\u062f \u062a\u0642\u062f\u064a\u0631 \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0643\u0644\u0648\u0631\u0648\u0641\u064a\u0644 \u0648\u0627\u0644\u0646\u064a\u062a\u0631\u0648\u062c\u064a\u0646\u060c \u064a\u064f\u0639\u0637\u064a \u062f\u0645\u062c \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u062d\u0627\u0641\u0629 \u0627\u0644\u062d\u0645\u0631\u0627\u0621 \u0645\u0639 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u0645\u064f\u0639\u062f\u0651\u0644\u0629 \u062d\u0633\u0628 \u0627\u0644\u062a\u0631\u0628\u0629 - \u0645\u062b\u0644 TCARI\/OSAVI - \u0623\u062f\u0642 \u0627\u0644\u0646\u062a\u0627\u0626\u062c. \u0623\u0645\u0627 \u0644\u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629\u060c \u0641\u0625\u0646 \u062f\u0645\u062c \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0645\u0639 \u062e\u0635\u0627\u0626\u0635 \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0646\u0628\u0627\u062a \u0623\u0648 \u0646\u0633\u064a\u062c\u0647 \u0636\u0645\u0646 \u0623\u0637\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u064a\u064f\u0639\u0632\u0632 \u0627\u0644\u062f\u0642\u0629 \u0628\u0634\u0643\u0644 \u0623\u0643\u0628\u0631.<\/p>\n<p>\u0641\u064a\u0645\u0627 \u064a\u062e\u0635 \u0627\u0644\u0646\u0645\u0630\u062c\u0629\u060c \u062a\u064f\u0639\u062f\u0651 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0623\u0648 \u063a\u064a\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0624\u0634\u0631 \u0648\u0627\u062d\u062f \u0641\u0639\u0651\u0627\u0644\u0629 \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0627\u0644\u0623\u0631\u0636\u064a\u0629 \u0645\u062d\u062f\u0648\u062f\u0629. \u0645\u0639 \u0630\u0644\u0643\u060c \u0639\u0646\u062f\u0645\u0627 \u062a\u062a\u0648\u0641\u0631 \u0645\u0624\u0634\u0631\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629 (\u0643\u0627\u0644\u0637\u0642\u0633 \u0648\u0627\u0644\u062a\u0631\u0628\u0629 \u0648\u0627\u0644\u0625\u062f\u0627\u0631\u0629)\u060c \u062a\u064f\u0642\u062f\u0651\u0645 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0645\u062b\u0644 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0623\u0648 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629\u060c \u0623\u062f\u0627\u0621\u064b \u0641\u0627\u0626\u0642\u064b\u0627. \u0648\u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u062c\u062f\u064b\u0627 \u0623\u0646 \u064a\u0643\u0648\u0646 \u062a\u0648\u0642\u064a\u062a \u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0635\u0648\u0631 \u0628\u0639\u062f \u062d\u0648\u0627\u0644\u064a 36-55 \u064a\u0648\u0645\u064b\u0627 \u0645\u0646 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629\u060c \u0625\u0630 \u062a\u064f\u062d\u0642\u0642 \u0647\u0630\u0647 \u0627\u0644\u0641\u062a\u0631\u0629 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0623\u0639\u0644\u0649 \u062f\u0642\u0629 \u062a\u0646\u0628\u0624.<\/p>\n<h2>\u0627\u0644\u062e\u0627\u062a\u0645\u0629<\/h2>\n<p>\u062e\u062a\u0627\u0645\u0627\u064b\u060c \u064a\u0648\u0641\u0631 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f \u0623\u062f\u0648\u0627\u062a \u0633\u0631\u064a\u0639\u0629 \u0648\u0645\u0631\u0646\u0629 \u0648\u062f\u0642\u064a\u0642\u0629 \u0644\u0631\u0635\u062f \u0646\u0645\u0648 \u0627\u0644\u0628\u0637\u0627\u0637\u0633 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u062f\u0631\u0646\u0627\u062a. \u0628\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629\u060c \u0648\u0627\u0646\u062a\u0642\u0627\u0621 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0627\u0644\u0623\u0643\u062b\u0631 \u062f\u0644\u0627\u0644\u0629\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u062a\u0648\u0642\u064a\u062a \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u064a\u0646 36 \u064855 \u064a\u0648\u0645\u0627\u064b \u0628\u0639\u062f \u0627\u0644\u0632\u0631\u0627\u0639\u0629\u060c \u0648\u062a\u0637\u0628\u064a\u0642 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0645\u0644\u0627\u0626\u0645\u0629\u060c \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0648\u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0648\u0646 \u062a\u062d\u0633\u064a\u0646 \u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u0635\u0648\u0644 \u0628\u0634\u0643\u0644 \u0645\u0644\u062d\u0648\u0638.<\/p>\n<p>\u0644\u0627 \u064a\u0648\u0641\u0631 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0648\u0642\u062a \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u064a\u062f\u0639\u0645 \u0623\u064a\u0636\u064b\u0627 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0625\u062f\u0627\u0631\u064a\u0629 \u0623\u0643\u062b\u0631 \u0630\u0643\u0627\u0621\u064b\u060c \u0645\u0645\u0627 \u064a\u0641\u064a\u062f \u0641\u064a \u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0645\u0637\u0627\u0641 \u0627\u0644\u0645\u0632\u0627\u0631\u0639\u064a\u0646 \u0648\u0627\u0644\u0645\u0647\u0646\u062f\u0633\u064a\u0646 \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u064a\u0646 \u0648\u0633\u0644\u0633\u0644\u0629 \u062a\u0648\u0631\u064a\u062f \u0627\u0644\u0628\u0637\u0627\u0637\u0633 \u0628\u0623\u0643\u0645\u0644\u0647\u0627.<\/p>\n<p><strong>\u0627\u0644\u0645\u0631\u062c\u0639<\/strong>: \u0645\u0648\u0643\u064a\u0628\u064a\u060c \u0623.\u060c \u0645\u0634\u0627\u0643\u064a\u0631\u060c \u0625\u064a\u0647 \u062a\u064a \u0628\u064a\u060c \u0641\u0631\u0627\u0646\u0643\u064a\u060c \u0625\u064a\u0647 \u0633\u064a.\u00a0<i>\u0648\u0622\u062e\u0631\u0648\u0646.<\/i>\u00a0\u0645\u0631\u0627\u062c\u0639\u0629 \u0645\u0646\u0647\u062c\u064a\u0629 \u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u0644\u0631\u0635\u062f \u0646\u0645\u0648 \u0627\u0644\u0628\u0637\u0627\u0637\u0633 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u062f\u0631\u0646\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f.\u00a0<i>\u0628\u0637\u0627\u0637\u0633 \u0631\u064a\u0633\u064a\u0631\u0634.<\/i>\u00a0<b>68<\/b>, \u060c 409\u2013448 (2025). <a href=\"https:\/\/doi.org\/10.1007\/s11540-024-09748-7\" rel=\"nofollow\">https:\/\/doi.org\/10.1007\/s11540-024-09748-7<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>\u062a\u064f\u0639\u062f\u0651 \u0627\u0644\u0628\u0637\u0627\u0637\u0627 \u0645\u0646 \u0623\u0647\u0645 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644 \u0627\u0644\u063a\u0630\u0627\u0626\u064a\u0629 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645\u060c \u0641\u0647\u064a \u063a\u0630\u0627\u0621 \u0623\u0633\u0627\u0633\u064a \u0644\u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0628\u0634\u0631. \u0628\u062f\u0627\u064a\u0629\u064b\u060c \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0645\u0639\u0631\u0641\u0629 \u0643\u064a\u0641\u064a\u0629 \u0646\u0645\u0648 \u0646\u0628\u0627\u062a\u0627\u062a \u0627\u0644\u0628\u0637\u0627\u0637\u0627...<\/p>","protected":false},"author":210157960,"featured_media":11791,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_eb_attr":"","content-type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[1378],"tags":[],"class_list":["post-11785","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-remote-sensing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Remote Sensing Vegetation Indices Transform Potato Yield Forecasting - GeoPard<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/geopard.tech\/ar\/\u0645\u062f\u0648\u0646\u0629\/\u062a\u064f\u0633\u0627\u0647\u0645-\u0645\u0624\u0634\u0631\u0627\u062a-\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631-\u0639\u0646-\u0628\u0639\u062f-\u0644\u0644\u063a\u0637\u0627\u0621\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Remote Sensing Vegetation Indices Transform Potato Yield Forecasting - GeoPard\" \/>\n<meta property=\"og:description\" content=\"Potato stands as one of the world\u2019s most important food crops, serving as a staple for millions of people. Firstly, knowing how potato plants grow...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geopard.tech\/ar\/\u0645\u062f\u0648\u0646\u0629\/\u062a\u064f\u0633\u0627\u0647\u0645-\u0645\u0624\u0634\u0631\u0627\u062a-\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631-\u0639\u0646-\u0628\u0639\u062f-\u0644\u0644\u063a\u0637\u0627\u0621\/\" \/>\n<meta property=\"og:site_name\" content=\"GeoPard - Precision agriculture Mapping software\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/geopardAgriculture\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-06T19:42:54+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-06T19:48:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Vegetation-Indices-Transform-Potato-Yield-Forecasting.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"dementievgeopard\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@geopardagri\" \/>\n<meta name=\"twitter:site\" content=\"@geopardagri\" \/>\n<meta name=\"twitter:label1\" content=\"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629\" \/>\n\t<meta name=\"twitter:data1\" content=\"dementievgeopard\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 \u062f\u0642\u0627\u0626\u0642\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\\\/\"},\"author\":{\"name\":\"dementievgeopard\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/dd217733c742620adc57befbbcd84a8a\"},\"headline\":\"Remote Sensing Vegetation Indices Transform Potato Yield Forecasting\",\"datePublished\":\"2025-07-06T19:42:54+00:00\",\"dateModified\":\"2025-07-06T19:48:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\\\/\"},\"wordCount\":1197,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Remote-Sensing-Vegetation-Indices-Transform-Potato-Yield-Forecasting.png?fit=1920%2C1080&ssl=1\",\"articleSection\":[\"Remote Sensing\"],\"inLanguage\":\"ar\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\\\/\",\"url\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\\\/\",\"name\":\"Remote Sensing Vegetation Indices Transform Potato Yield Forecasting - GeoPard\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Remote-Sensing-Vegetation-Indices-Transform-Potato-Yield-Forecasting.png?fit=1920%2C1080&ssl=1\",\"datePublished\":\"2025-07-06T19:42:54+00:00\",\"dateModified\":\"2025-07-06T19:48:35+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\\\/#breadcrumb\"},\"inLanguage\":\"ar\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Remote-Sensing-Vegetation-Indices-Transform-Potato-Yield-Forecasting.png?fit=1920%2C1080&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Remote-Sensing-Vegetation-Indices-Transform-Potato-Yield-Forecasting.png?fit=1920%2C1080&ssl=1\",\"width\":1920,\"height\":1080,\"caption\":\"Remote Sensing Vegetation Indices Transform Potato Yield Forecasting\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/geopard.tech\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Remote Sensing Vegetation Indices Transform Potato Yield Forecasting\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\",\"url\":\"https:\\\/\\\/geopard.tech\\\/\",\"name\":\"GeoPard - Precision agriculture software\",\"description\":\"Precision agriculture Mapping software\",\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"alternateName\":\"GeoPard\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/geopard.tech\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ar\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\",\"name\":\"GeoPard Agriculture\",\"alternateName\":\"GeoPard\",\"url\":\"https:\\\/\\\/geopard.tech\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1\",\"width\":512,\"height\":68,\"caption\":\"GeoPard Agriculture\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/geopardAgriculture\\\/\",\"https:\\\/\\\/x.com\\\/geopardagri\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/geopard-agriculture\\\/\",\"https:\\\/\\\/www.instagram.com\\\/geopardagriculture\\\/\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCiaPGLAhRPNh-s85dXdC-Sw\",\"https:\\\/\\\/www.g2.com\\\/products\\\/geopard-agriculture-precision-farming-software\\\/reviews\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/dd217733c742620adc57befbbcd84a8a\",\"name\":\"dementievgeopard\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"caption\":\"dementievgeopard\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f \u0644\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u062a\u064f\u062d\u062f\u062b \u062a\u062d\u0648\u0644\u0627\u064b \u0641\u064a \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u0628\u0637\u0627\u0637\u0633 - GeoPard","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/geopard.tech\/ar\/\u0645\u062f\u0648\u0646\u0629\/\u062a\u064f\u0633\u0627\u0647\u0645-\u0645\u0624\u0634\u0631\u0627\u062a-\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631-\u0639\u0646-\u0628\u0639\u062f-\u0644\u0644\u063a\u0637\u0627\u0621\/","og_locale":"ar_AR","og_type":"article","og_title":"Remote Sensing Vegetation Indices Transform Potato Yield Forecasting - GeoPard","og_description":"Potato stands as one of the world\u2019s most important food crops, serving as a staple for millions of people. Firstly, knowing how potato plants grow...","og_url":"https:\/\/geopard.tech\/ar\/\u0645\u062f\u0648\u0646\u0629\/\u062a\u064f\u0633\u0627\u0647\u0645-\u0645\u0624\u0634\u0631\u0627\u062a-\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631-\u0639\u0646-\u0628\u0639\u062f-\u0644\u0644\u063a\u0637\u0627\u0621\/","og_site_name":"GeoPard - Precision agriculture Mapping software","article_publisher":"https:\/\/www.facebook.com\/geopardAgriculture\/","article_published_time":"2025-07-06T19:42:54+00:00","article_modified_time":"2025-07-06T19:48:35+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Vegetation-Indices-Transform-Potato-Yield-Forecasting.png","type":"image\/png"}],"author":"dementievgeopard","twitter_card":"summary_large_image","twitter_creator":"@geopardagri","twitter_site":"@geopardagri","twitter_misc":{"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629":"dementievgeopard","\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631":"6 \u062f\u0642\u0627\u0626\u0642"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/geopard.tech\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/#article","isPartOf":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/"},"author":{"name":"dementievgeopard","@id":"https:\/\/geopard.tech\/#\/schema\/person\/dd217733c742620adc57befbbcd84a8a"},"headline":"Remote Sensing Vegetation Indices Transform Potato Yield Forecasting","datePublished":"2025-07-06T19:42:54+00:00","dateModified":"2025-07-06T19:48:35+00:00","mainEntityOfPage":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/"},"wordCount":1197,"commentCount":0,"publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"image":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Vegetation-Indices-Transform-Potato-Yield-Forecasting.png?fit=1920%2C1080&ssl=1","articleSection":["Remote Sensing"],"inLanguage":"ar","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/geopard.tech\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/geopard.tech\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/","url":"https:\/\/geopard.tech\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/","name":"\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f \u0644\u0644\u063a\u0637\u0627\u0621 \u0627\u0644\u0646\u0628\u0627\u062a\u064a \u062a\u064f\u062d\u062f\u062b \u062a\u062d\u0648\u0644\u0627\u064b \u0641\u064a \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u062d\u0635\u0648\u0644 \u0627\u0644\u0628\u0637\u0627\u0637\u0633 - GeoPard","isPartOf":{"@id":"https:\/\/geopard.tech\/#website"},"primaryImageOfPage":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/#primaryimage"},"image":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Vegetation-Indices-Transform-Potato-Yield-Forecasting.png?fit=1920%2C1080&ssl=1","datePublished":"2025-07-06T19:42:54+00:00","dateModified":"2025-07-06T19:48:35+00:00","breadcrumb":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/#breadcrumb"},"inLanguage":"ar","potentialAction":[{"@type":"ReadAction","target":["https:\/\/geopard.tech\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/"]}]},{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/geopard.tech\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/#primaryimage","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Vegetation-Indices-Transform-Potato-Yield-Forecasting.png?fit=1920%2C1080&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Vegetation-Indices-Transform-Potato-Yield-Forecasting.png?fit=1920%2C1080&ssl=1","width":1920,"height":1080,"caption":"Remote Sensing Vegetation Indices Transform Potato Yield Forecasting"},{"@type":"BreadcrumbList","@id":"https:\/\/geopard.tech\/blog\/remote-sensing-vegetation-indices-transform-potato-yield-forecasting\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/geopard.tech\/"},{"@type":"ListItem","position":2,"name":"Remote Sensing Vegetation Indices Transform Potato Yield Forecasting"}]},{"@type":"WebSite","@id":"https:\/\/geopard.tech\/#website","url":"https:\/\/geopard.tech\/","name":"\u062c\u064a\u0648\u0628\u0627\u0631\u062f - \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u062f\u0642\u064a\u0642\u0629","description":"\u0628\u0631\u0646\u0627\u0645\u062c \u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0627\u0644\u062f\u0642\u064a\u0642\u0629","publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"alternateName":"GeoPard","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/geopard.tech\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ar"},{"@type":"Organization","@id":"https:\/\/geopard.tech\/#organization","name":"\u062c\u064a\u0648 \u0628\u0627\u0631\u062f \u0627\u0644\u0632\u0631\u0627\u0639\u0629","alternateName":"GeoPard","url":"https:\/\/geopard.tech\/","logo":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/geopard.tech\/#\/schema\/logo\/image\/","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2026\/07\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2026\/07\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1","width":512,"height":68,"caption":"GeoPard Agriculture"},"image":{"@id":"https:\/\/geopard.tech\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/geopardAgriculture\/","https:\/\/x.com\/geopardagri","https:\/\/www.linkedin.com\/company\/geopard-agriculture\/","https:\/\/www.instagram.com\/geopardagriculture\/","https:\/\/www.youtube.com\/channel\/UCiaPGLAhRPNh-s85dXdC-Sw","https:\/\/www.g2.com\/products\/geopard-agriculture-precision-farming-software\/reviews"]},{"@type":"Person","@id":"https:\/\/geopard.tech\/#\/schema\/person\/dd217733c742620adc57befbbcd84a8a","name":"\u062f\u064a\u0645\u064a\u0646\u062a\u064a\u064a\u0641\u063a\u064a\u0648\u0628\u0627\u0631\u062f","image":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","caption":"dementievgeopard"}}]}},"jetpack_publicize_connections":[],"jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pdiCPa-345","jetpack_featured_media_url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/07\/Remote-Sensing-Vegetation-Indices-Transform-Potato-Yield-Forecasting.png?fit=1920%2C1080&ssl=1","_links":{"self":[{"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/posts\/11785","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/users\/210157960"}],"replies":[{"embeddable":true,"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/comments?post=11785"}],"version-history":[{"count":0,"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/posts\/11785\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/media\/11791"}],"wp:attachment":[{"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/media?parent=11785"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/categories?post=11785"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geopard.tech\/ar\/wp-json\/wp\/v2\/tags?post=11785"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}