{"id":2653,"date":"2020-01-04T12:12:06","date_gmt":"2020-01-04T08:12:06","guid":{"rendered":"http:\/\/journal.geonatres.az\/?p=2653"},"modified":"2020-05-24T17:52:39","modified_gmt":"2020-05-24T13:52:39","slug":"muxt%c9%99lif-ill%c9%99rin-peyk-t%c9%99svirl%c9%99rinin-envi-proqram-t%c9%99minati-il%c9%99-emali-n%c9%99tic%c9%99sind%c9%99-bitki-ortuyunun-v%c9%99ziyy%c9%99tinin-mu%c9%99yy%c9%99nl%c9%99sdirilm","status":"publish","type":"post","link":"https:\/\/journal.geonatres.az\/en\/muxt%c9%99lif-ill%c9%99rin-peyk-t%c9%99svirl%c9%99rinin-envi-proqram-t%c9%99minati-il%c9%99-emali-n%c9%99tic%c9%99sind%c9%99-bitki-ortuyunun-v%c9%99ziyy%c9%99tinin-mu%c9%99yy%c9%99nl%c9%99sdirilm\/","title":{"rendered":"IDENTIFICATION OF THE STATE OF VEGETATION BASED ON THE PROCESSING OF SATELLITE IMAGES OF THE DIFFERENT YEARS WITH USING ENVI PROGRAM"},"content":{"rendered":"

V.M.Mammadaliyeva<\/strong><\/p>\n

Abstract<\/strong>. The article shows the features of the state of the forest cover of the Ismaili re\u00adgion of Azerbaijan. through the ap\u00adpli\u00adcation of methods of remote sensing of the Earth (ERS). The stages of preliminary pro\u00adces\u00adsing of data through the images obtained by the Landsat satellite are described. Data processing includes radio\u00admet\u00adric and atmospheric correction and is per\u00adfor\u00admed with using the ENVI\u00a0 program complex. After each next pro\u00adcessing step, the article shows the corrected images and the corresponding spectral curves. To determine changes in the state of forests, the da\u00adta of remote sensing of forests in 2001 and 2010 were stu\u00addied. The pro\u00adces\u00adsing technique is shown during the monitoring of the study area. Ba\u00adsed on the monitoring results, a map-sche\u00adme showing the degree of damage posed to the trees was developed.<\/p>\n

Keywords<\/strong>: Program complex ENVI, FLAASH, ve\u00adge\u00adtation, multispectral images, spectral curves, radio\u00admet\u00adric calibration, atmospheric correction<\/p>\n

REFERENCES<\/strong><\/p>\n

    \n
  1. \u041e\u0446\u0435\u043d\u043a\u0430 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f \u043b\u0435\u0441\u043e\u0432 \u0415\u0432\u0440\u043e\u043f\u044b. \u041b\u0435\u0441\u041f\u0440\u043e\u043c \u0418\u043d\u0444\u043e\u0440\u043c, 2011, \u21165 (79). \u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a:\u00a0 https:\/\/lesprominform.ru.\/jarticles.html?id=2376 (17.12.2019)<\/li>\n<\/ol>\n
      \n
    1. \u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u043e \u043b\u0435\u0441\u0430\u0445. \u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a: https:\/\/azerbaijan.az\/related-information\/33 (17.12.2019)<\/li>\n
    2. \u0410\u0437\u0435\u0440\u0431\u0430\u0439\u0434\u0436\u0430\u043d\u0441\u043a\u0438\u0439 \u0441\u043f\u0443\u0442\u043d\u0438\u043a \u00abAzerSky\u00bb \u0431\u0443\u0434\u0435\u0442 \u0441\u043b\u0435\u0434\u0438\u0442\u044c \u0437\u0430 \u0433\u0430\u0437\u043e\u043f\u0440\u043e\u0432\u043e\u0434\u0430\u043c\u0438 \u043d\u0430 \u0437\u0435\u043c\u043b\u0435, \u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a: https:\/\/moscow-baku.ru\/news\/society\/azerbaydzhanskiy_sputnik_azersky_budet_sledit_za_gazoprovodom_\/ (17.12.2019)<\/li>\n
    3. \u0411\u0430\u0440\u0442\u0430\u043b\u0435\u0432 \u0421.\u0410., \u0415\u0433\u043e\u0440\u043e\u0432 \u0412.\u0410., \u041a\u0440\u044b\u043b\u043e\u0432 \u0410.\u041c. \u0438 \u0434\u0440. \u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439 \u043e\u0446\u0435\u043d\u043a\u0438 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f \u043f\u043e\u0432\u0440\u0435\u0436\u0434\u0435\u043d\u043d\u044b\u0445 \u043f\u043e\u0436\u0430\u0440\u0430\u043c\u0438 \u043b\u0435\u0441\u043e\u0432 \u043f\u043e \u0434\u0430\u043d\u043d\u044b\u043c \u043c\u043d\u043e\u00ad\u0433\u043e\u00ad\u0441\u043f\u0435\u043a\u00ad\u0442\u0440\u0430\u043b\u044c\u043d\u044b\u0445 \u0441\u043f\u0443\u0442\u043d\u0438\u043a\u043e\u0432\u044b\u0445 \u0438\u0437\u043c\u0435\u0440\u0435\u043d\u0438\u0439. \/\/ http:\/\/d33.infospace.ru\/d33_conf\/sb2010t3\/215-225.pdf (17.12.2019)<\/li>\n
    4. \u041a\u0440\u043e\u043d\u0431\u0435\u0440\u0433 \u041f. \u0414\u0438\u0441\u0442\u0430\u043d\u0446\u0438\u043e\u043d\u043d\u043e\u0435 \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u0435 \u0417\u0435\u043c\u00ad\u043b\u0438: \u041e\u0441\u043d\u043e\u0432\u044b \u0438 \u043c\u0435\u0442\u043e\u0434\u044b \u0434\u0438\u0441\u0442\u0430\u043d\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0438\u0441\u00ad\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0439 \u0432 \u0433\u0435\u043e\u043b\u043e\u0433\u0438\u0438: \u041f\u0435\u0440. \u0441 \u043d\u0435\u043c.\/\/\u041c.: \u041c\u0438\u0440, 1988. – 343 \u0441.<\/li>\n
    5. \u0413\u043e\u0440\u0431\u0430\u0447\u0435\u0432\u0430 \u0415.\u041d. \u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0439 \u043a\u043e\u043c\u043f\u043b\u0435\u043a\u0441 ENVI \u2014 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u043a\u043e\u043c\u043f\u043b\u0435\u043a\u0441\u043d\u043e\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043c\u0443\u043b\u044c\u0442\u0438\u0441\u043f\u0435\u043a\u0442\u0440\u0430\u043b\u044c\u043d\u044b\u0445, \u0433\u0438\u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0440\u0430\u043b\u044c\u043d\u044b\u0445 \u0438 \u0440\u0430\u0434\u0430\u0440\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445. \u0413\u0435\u043e\u043c\u0430\u0442\u0438\u043a\u0430 2013, \u21162. \u0421.50-52.<\/li>\n
    6. \u0411\u043e\u043b\u0441\u0443\u043d\u043e\u0432\u0441\u043a\u0438\u0439 \u041c.\u0410. \u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043a\u043e\u043c\u043f\u043b\u0435\u043a\u0441\u0430 ENVI \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0414\u0417\u0417. \u0413\u0435\u043e\u043f\u0440\u043e\u0444\u0438 2006, \u21163. \u0421.18-19.<\/li>\n
    7. United States Geological Survey, Source: https:\/\/earthexplorer.usgs.gov (17.12.2019)<\/li>\n
    8. \u0426\u0435\u043d\u0442\u0440 \u0434\u0438\u0441\u0442\u0430\u043d\u0446\u0438\u043e\u043d\u043d\u043e\u0433\u043e \u0437\u043e\u043d\u0434\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0413\u0418\u0421, \u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a: \u00ab\u0422\u0435\u0440\u0440\u0430 http:\/\/gis-terra.kz\/predvaritelnaya-obrabotka\/ (17.12.2019)<\/li>\n
    9. Mendenhall J.A., Lencioni D.E., Evans J.B. Spectral and Radiometric Calibration of the Advanced Land Imager. \/\/ Lincoln Laboratory Journal. 2005, Vol. 15, \u2116 2. P. 207-224.<\/li>\n
    10. \u0411\u043e\u043b\u0441\u0443\u043d\u043e\u0432\u0441\u043a\u0438\u0439 \u041c.\u0410., \u0427\u0435\u0440\u0435\u043f\u0430\u043d\u043e\u0432 \u0410.\u0421.\u0410\u0442\u043c\u043e\u0441\u0444\u0435\u0440\u043d\u0430\u044f \u043a\u043e\u0440\u0440\u0435\u043a\u0446\u0438\u044f \u0432 \u041f\u041e ENVI. \u041c\u043e\u0434\u0443\u043b\u044c FLAASH\/\/ \u0413\u0435\u043e\u043f\u0440\u043e\u0444\u0438, 2006 \u21165. \u0441.22-54.<\/li>\n
    11. \u0414\u0436\u0430\u0432\u0430\u0434\u043e\u0432 \u041d.\u0413., \u041c\u0430\u043c\u0435\u0434\u0430\u043b\u0438\u0435\u0432\u0430 \u0412.\u041c. \u041c\u0435\u0442\u043e\u0434 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u0434\u0435\u0444\u043e\u043b\u0438\u0430\u0446\u0438\u0438 \u043b\u0435\u0441\u043d\u044b\u0445 \u043c\u0430\u0441\u0441\u0438\u0432\u043e\u0432 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u043f\u0443\u0442\u043d\u0438\u043a\u043e\u0432\u044b\u0445 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439. \u0418\u0437\u0432\u0435\u0441\u0442\u0438\u044f \u0410\u041d\u0410\u041a\u0410. 2019, \u21162 (22). \u0421. 3-8.<\/li>\n<\/ol>\n

      Download the article<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

      V.M.Mammadaliyeva Abstract. The article shows the features of the state of the forest cover of the Ismaili re\u00adgion of Azerbaijan. through the ap\u00adpli\u00adcation of methods of remote sensing of the Earth (ERS). The stages of preliminary pro\u00adces\u00adsing of data through the images obtained by the Landsat satellite are described. Data processing includes radio\u00admet\u00adric and atmospheric […]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-2653","post","type-post","status-publish","format-standard","hentry","category-mqallr"],"blocksy_meta":[],"yoast_head":"\nIDENTIFICATION OF THE STATE OF VEGETATION BASED ON THE PROCESSING OF SATELLITE IMAGES OF THE DIFFERENT YEARS WITH USING ENVI PROGRAM<\/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:\/\/journal.geonatres.az\/en\/muxt\u0259lif-ill\u0259rin-peyk-t\u0259svirl\u0259rinin-envi-proqram-t\u0259minati-il\u0259-emali-n\u0259tic\u0259sind\u0259-bitki-ortuyunun-v\u0259ziyy\u0259tinin-mu\u0259yy\u0259nl\u0259sdirilm\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:locale:alternate\" content=\"az\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IDENTIFICATION OF THE STATE OF VEGETATION BASED ON THE PROCESSING OF SATELLITE IMAGES OF THE DIFFERENT YEARS WITH USING ENVI PROGRAM\" \/>\n<meta property=\"og:description\" content=\"V.M.Mammadaliyeva Abstract. The article shows the features of the state of the forest cover of the Ismaili re\u00adgion of Azerbaijan. through the ap\u00adpli\u00adcation of methods of remote sensing of the Earth (ERS). The stages of preliminary pro\u00adces\u00adsing of data through the images obtained by the Landsat satellite are described. 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The article shows the features of the state of the forest cover of the Ismaili re\u00adgion of Azerbaijan. through the ap\u00adpli\u00adcation of methods of remote sensing of the Earth (ERS). The stages of preliminary pro\u00adces\u00adsing of data through the images obtained by the Landsat satellite are described. 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