
{"id":8755,"date":"2023-12-14T20:01:23","date_gmt":"2023-12-14T17:01:23","guid":{"rendered":"https:\/\/agri-research-journal.net\/sjar\/?p=8755"},"modified":"2023-12-14T20:05:25","modified_gmt":"2023-12-14T17:05:25","slug":"%d8%aa%d9%82%d8%af%d9%8a%d8%b1-%d8%a7%d9%84%d9%83%d8%aa%d9%84%d8%a9-%d8%a7%d9%84%d8%ad%d9%8a%d9%88%d9%8a%d8%a9-biomass-%d9%84%d9%84%d8%b5%d9%86%d9%88%d8%a8%d8%b1-%d8%a7%d9%84%d8%a8%d8%b1%d9%88%d8%aa","status":"publish","type":"post","link":"https:\/\/agri-research-journal.net\/sjar\/?p=8755","title":{"rendered":"\u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629 (Biomass) \u0644\u0644\u0635\u0646\u0648\u0628\u0631 \u0627\u0644\u0628\u0631\u0648\u062a\u064a  (. Pinus brutia Ten) \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0642\u0645\u0631 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a SPOT-6 \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a"},"content":{"rendered":"<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 14pt;\"><strong>\u062d\u0633\u0627\u0646 \u0639\u0644\u064a *<sup> (1)<\/sup> <\/strong><strong>\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 12pt;\">(1). \u0627\u0644\u0647\u064a\u0626\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u063a\u0627\u0628\u060c \u0633\u0648\u0631\u064a\u0629.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 12pt;\">(* \u0644\u0644\u0645\u0631\u0627\u0633\u0644\u0629: \u062f. \u062d\u0633\u0627\u0646 \u0639\u0644\u064a\u060c \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: <a href=\"hso414516@gmail.com\">hso414516@gmail.com<\/a>)\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 12pt;\">\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0627\u0633\u062a\u0644\u0627\u0645:11\/ 09\/ 2023\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0642\u0628\u0648\u0644:6\u00a0 \/11\/ 2023<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 14pt;\"><strong>\u0627\u0644\u0645\u0644\u062e\u0635:<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 14pt;\">\u0627\u0644\u064a\u0648\u0645\u060c \u062a\u0639\u062f \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0647\u0645 \u0645\u0635\u0627\u062f\u0631 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0643\u0631\u0628\u0648\u0646 \u0641\u064a \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0648\u062a\u0623\u0645\u064a\u0646 \u0627\u0644\u0623\u062e\u0634\u0627\u0628 \u0648\u062a\u0642\u0644\u064a\u0644 \u062a\u062f\u0647\u0648\u0631 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629. \u062a\u0644\u0639\u0628 \u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629 ((Biomass \u0644\u0644\u063a\u0627\u0628\u0627\u062a \u062f\u0648\u0631\u064b\u0627 \u0631\u0626\u064a\u0633\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u062d\u062f \u0645\u0646 \u0638\u0627\u0647\u0631\u0629 \u0627\u0644\u0627\u062d\u062a\u0628\u0627\u0633 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0648\u0645\u0624\u0634\u0631\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062f\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0648\u0645\u0635\u062f\u0631\u064b\u0627 \u0647\u0627\u0645\u0627 \u0644\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0635\u0639\u064a\u062f\u064a\u0646 \u0627\u0644\u0648\u0637\u0646\u064a \u0648\u0627\u0644\u062f\u0648\u0644\u064a. \u0641\u064a \u0627\u0644\u0633\u0646\u0648\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629\u060c \u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u062b\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 (Random forest) \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f ((Multiple linear regression \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0644\u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u0644\u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u063a\u0627\u0628\u0627\u062a. \u0623\u062c\u0631\u064a \u0647\u0630\u0627 \u0627\u0644\u0628\u062d\u062b \u0641\u064a \u063a\u0627\u0628\u0629 \u0639\u0631\u0628 \u062f\u0627\u063a \u0641\u064a \u0645\u062d\u0627\u0641\u0638\u0629 \u062c\u0644\u0633\u062a\u0627\u0646 \u0641\u064a \u0625\u064a\u0631\u0627\u0646\u060c \u0648\u062a\u0645 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0642\u0644\u064a\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0637\u0631\u064a\u0642\u0629 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0639\u0646\u0642\u0648\u062f\u064a\u0629. \u062a\u0645 \u062c\u0645\u0639 180 \u0639\u064a\u0646\u0629 \u0644\u0644\u0635\u0646\u0648\u0628\u0631 \u0627\u0644\u0628\u0631\u0648\u062a\u064a <em>Pinus brutia<\/em> Ten.)) \u0628\u0645\u0633\u0627\u062d\u0629 400 \u0645\u062a\u0631 \u0645\u0631\u0628\u0639 \u0644\u0644\u0639\u064a\u0646\u0629. \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0643\u0644 \u0639\u064a\u0646\u0629\u060c \u062a\u0645 \u0642\u064a\u0627\u0633 \u0627\u0644\u0642\u0637\u0631 \u0639\u0644\u0649 \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0635\u062f\u0631 \u0648\u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0623\u0634\u062c\u0627\u0631. \u062a\u0645 \u0627\u062e\u062a\u064a\u0627\u0631 135 \u0639\u064a\u0646\u0629 \u0644\u0644\u0646\u0645\u0630\u062c\u0629 (\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628) \u064845 \u0639\u064a\u0646\u0629 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0646\u0645\u0630\u062c\u0629 (\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631). \u0627\u0644\u0647\u062f\u0641 \u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u0628\u062d\u062b \u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u0644\u0644\u0635\u0646\u0648\u0628\u0631 \u0627\u0644\u0628\u0631\u0648\u062a\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f. \u0648\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062d\u0627\u0635\u0644\u0629 \u0639\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0641\u064a \u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629. \u0623\u0638\u0647\u0631\u062a \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f \u0623\u0646 \u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u062f (R<sup>2<\/sup>) \u0645\u0633\u0627\u0648\u064a 0.55\u060c \u0648\u0627\u0644\u0646\u0633\u0628\u0629 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0644\u062c\u0630\u0631 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u062a\u0631\u0628\u064a\u0639\u064a (%RMSE) \u0645\u0633\u0627\u0648\u064a 32.14%. \u0641\u064a \u062d\u064a\u0646 \u0623\u0638\u0647\u0631\u062a \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0623\u0646 \u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0633\u0627\u0648\u064a 0.92\u060c \u0648\u0627\u0644\u0646\u0633\u0628\u0629 \u0627\u0644\u0645\u0626\u0648\u064a\u0629 \u0644\u062c\u0630\u0631 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u062a\u0631\u0628\u064a\u0639\u064a \u0645\u0633\u0627\u0648\u064a 18.19%. \u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u0644\u0644\u0635\u0646\u0648\u0628\u0631 \u0627\u0644\u0628\u0631\u0648\u062a\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0623\u0639\u0637\u062a \u0646\u062a\u0627\u0626\u062c \u0645\u0634\u062c\u0639\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0639 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif; font-size: 14pt;\"><strong>\u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629:<\/strong> \u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629\u060c \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629\u060c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u060c \u0627\u0644\u0635\u0646\u0648\u0628\u0631 \u0627\u0644\u0628\u0631\u0648\u062a\u064a.<\/span><\/p>\n<p style=\"text-align: justify;\"><strong><span style=\"font-family: 'times new roman', times, serif; font-size: 14pt;\">\u0627\u0644\u0628\u062d\u062b \u0643\u0627\u0645\u0644\u0627\u064b \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629: <a href=\"https:\/\/agri-research-journal.net\/sjar\/wp-content\/uploads\/2023\/12\/v10n6p22.pdf\">pdf<\/a><\/span><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062d\u0633\u0627\u0646 \u0639\u0644\u064a * (1) \u00a0\u00a0\u00a0\u00a0 (1). \u0627\u0644\u0647\u064a\u0626\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u063a\u0627\u0628\u060c \u0633\u0648\u0631\u064a\u0629. (* \u0644\u0644\u0645\u0631\u0627\u0633\u0644\u0629: \u062f. \u062d\u0633\u0627\u0646 \u0639\u0644\u064a\u060c \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: hso414516@gmail.com)\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0627\u0633\u062a\u0644\u0627\u0645:11\/ 09\/ 2023\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0642\u0628\u0648\u0644:6\u00a0 \/11\/ 2023 \u0627\u0644\u0645\u0644\u062e\u0635: \u0627\u0644\u064a\u0648\u0645\u060c \u062a\u0639\u062f \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0647\u0645 \u0645\u0635\u0627\u062f\u0631 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0643\u0631\u0628\u0648\u0646 &hellip; <a href=\"https:\/\/agri-research-journal.net\/sjar\/?p=8755\">\u0623\u0643\u0645\u0644 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 <span class=\"meta-nav\">&larr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-8755","post","type-post","status-publish","format-standard","hentry","category-1"],"_links":{"self":[{"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=\/wp\/v2\/posts\/8755","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8755"}],"version-history":[{"count":3,"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=\/wp\/v2\/posts\/8755\/revisions"}],"predecessor-version":[{"id":8760,"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=\/wp\/v2\/posts\/8755\/revisions\/8760"}],"wp:attachment":[{"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8755"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8755"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/agri-research-journal.net\/sjar\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8755"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}