{"id":8103,"date":"2024-09-22T09:30:05","date_gmt":"2024-09-22T09:30:05","guid":{"rendered":"http:\/\/www.haberodemis.com\/?p=8103"},"modified":"2024-09-22T09:44:42","modified_gmt":"2024-09-22T09:44:42","slug":"izmir-korfezinin-kirlilik-haritasi","status":"publish","type":"post","link":"https:\/\/www.haberodemis.com\/index.php\/2024\/09\/22\/izmir-korfezinin-kirlilik-haritasi\/","title":{"rendered":"\u0130ZM\u0130R K\u00d6RFEZ\u0130N\u0130N K\u0130RL\u0130L\u0130K HAR\u0130TASI.."},"content":{"rendered":"\n<p>Manisa Celal Bayar \u00dcniversitesi (MCB\u00dc) ve Y\u0131ld\u0131z Teknik \u00dcniversitesinden bilim insanlar\u0131, \u0130zmir K\u00f6rfezi&#8217;ndeki kirlili\u011fin uydu g\u00f6r\u00fcnt\u00fcleri kullan\u0131larak haritaland\u0131r\u0131lmas\u0131 ve takibi i\u00e7in \u00e7al\u0131\u015fma yapt\u0131. Google Earth Engine platformu ile Sentinel uydu g\u00f6r\u00fcnt\u00fclerini analiz etmek \u00fczere kod yazan bilim insanlar\u0131, g\u00fcne\u015ften gelip, deniz y\u00fczeyinden yans\u0131yan ve uydu sens\u00f6rleri taraf\u0131ndan kaydedilen \u0131\u015f\u0131nlar\u0131, uzaktan alg\u0131lama tekni\u011fiyle s\u0131n\u0131flad\u0131.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/kfcturkiye.com\/menu\/firsatlar?utm_source=google&amp;utm_medium=cpc&amp;utm_campaign=br-kfc-always-on&amp;gad_source=1&amp;gclid=Cj0KCQjwgL-3BhDnARIsAL6KZ6_SyZrJ_hZ_T0DBN0AH-PbdsJjYk9T7guwjyunyMcP8IipHKTYXP_waAvgWEALw_wcB\"><img decoding=\"async\" width=\"950\" height=\"930\" src=\"https:\/\/www.haberodemis.com\/wp-content\/uploads\/2024\/09\/IMG_20240922_123728.jpg\" alt=\"\" class=\"wp-image-8111\" srcset=\"https:\/\/www.haberodemis.com\/wp-content\/uploads\/2024\/09\/IMG_20240922_123728.jpg 950w, https:\/\/www.haberodemis.com\/wp-content\/uploads\/2024\/09\/IMG_20240922_123728-300x294.jpg 300w, https:\/\/www.haberodemis.com\/wp-content\/uploads\/2024\/09\/IMG_20240922_123728-768x752.jpg 768w\" sizes=\"(max-width: 950px) 100vw, 950px\" \/><\/a><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">Uydudan g\u00f6r\u00fcnt\u00fclendi..<\/h1>\n\n\n\n<p>Su k\u00fctlelerinde klorofil A yo\u011funlu\u011funu belirleme ile genellikle fitoplankton ve alg varl\u0131\u011f\u0131n\u0131 izlemek i\u00e7in kullan\u0131lan Normalle\u015ftirilmi\u015f Fark Klorofil \u0130ndeksinden (NDCI) yaralanan bilim insanlar\u0131, bu yolla sudaki kirlilik de\u011fi\u015fimlerini dakikalar i\u00e7inde tespit edebilecek bir model geli\u015ftirdi. Akademisyenlerin \u00fcretti\u011fi haritalarda k\u00f6rfezdeki en kirli b\u00f6lgeler k\u0131rm\u0131z\u0131yla, daha az kirli b\u00f6lgeler k\u0131rm\u0131z\u0131dan a\u00e7\u0131k tonlar\u0131na do\u011fru turuncu ve sar\u0131 renklerde i\u015faretlendi.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"950\" height=\"630\" src=\"https:\/\/www.haberodemis.com\/wp-content\/uploads\/2024\/09\/20240922_6698AAW495.jpg\" alt=\"\" class=\"wp-image-8106\" srcset=\"https:\/\/www.haberodemis.com\/wp-content\/uploads\/2024\/09\/20240922_6698AAW495.jpg 950w, https:\/\/www.haberodemis.com\/wp-content\/uploads\/2024\/09\/20240922_6698AAW495-300x199.jpg 300w, https:\/\/www.haberodemis.com\/wp-content\/uploads\/2024\/09\/20240922_6698AAW495-768x509.jpg 768w\" sizes=\"(max-width: 950px) 100vw, 950px\" \/><\/figure>\n\n\n\n<p>MCB\u00dc Co\u011frafi Bilgi Sistemleri B\u00f6l\u00fcm\u00fc \u00d6\u011fretim \u00dcyesi Harita M\u00fchendisi Do\u00e7. Dr. Osman Salih Y\u0131lmaz, AA muhabirine, yap\u0131lan \u00e7al\u0131\u015fman\u0131n sa\u011fl\u0131kta kullan\u0131lan r\u00f6ntgen ve MR gibi bir tarama modeli oldu\u011funu, uydu g\u00f6r\u00fcnt\u00fclerinin i\u015flenmesiyle su kalitesinde de\u011fi\u015fimin h\u0131zl\u0131 takip edilebildi\u011fini s\u00f6yledi. Y\u0131lmaz, sudaki anl\u0131k de\u011fi\u015fimlerin uydunun bir b\u00f6lgeyi ge\u00e7i\u015f zaman\u0131yla ilgili oldu\u011funu kaydederek, &#8220;Uydular\u0131n bir b\u00f6lgeyi tekrar ziyaret zamanlar\u0131 5 g\u00fcnd\u00fcr. Yani k\u00f6rfez havan\u0131n bulutlu olup olmamas\u0131na g\u00f6re ortalama 5-7 g\u00fcn i\u00e7iri\u015finde ayn\u0131 teknik kullan\u0131larak takip edilebilir. Renklendirmeyi biz kod yazarak yap\u0131yoruz. Hesaplad\u0131\u011f\u0131m\u0131z NDCI indeksindeki piksel de\u011ferlerine g\u00f6re NDCI indeksi -1 ile +1 aras\u0131nda de\u011fer al\u0131r. Genellikle 0,2&#8217;nin \u00fczerindeki de\u011ferler klorofil A&#8217;n\u0131n yo\u011funla\u015ft\u0131\u011f\u0131n\u0131 g\u00f6stermektedir. Yani 0,2&#8217;nin alt\u0131n\u0131 mavi renkte g\u00f6sterirken 0,2 ile 0,3 aras\u0131n\u0131 sar\u0131 turuncu, 0,4 \u00fcst\u00fc k\u0131rm\u0131z\u0131n\u0131n tonlar\u0131 olarak renklendirdik.&#8221; diye konu\u015ftu.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Manisa Celal Bayar \u00dcniversitesi (MCB\u00dc) ve Y\u0131ld\u0131z Teknik \u00dcniversitesinden bilim insanlar\u0131, \u0130zmir K\u00f6rfezi&#8217;ndeki kirlili\u011fin uydu g\u00f6r\u00fcnt\u00fcleri kullan\u0131larak haritaland\u0131r\u0131lmas\u0131 ve takibi i\u00e7in \u00e7al\u0131\u015fma yapt\u0131. Google Earth Engine platformu ile Sentinel uydu g\u00f6r\u00fcnt\u00fclerini analiz etmek \u00fczere kod yazan bilim insanlar\u0131, g\u00fcne\u015ften gelip, deniz y\u00fczeyinden yans\u0131yan ve uydu sens\u00f6rleri taraf\u0131ndan kaydedilen \u0131\u015f\u0131nlar\u0131, uzaktan alg\u0131lama tekni\u011fiyle s\u0131n\u0131flad\u0131. Uydudan g\u00f6r\u00fcnt\u00fclendi.. [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":8110,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"footnotes":"","_joinchat":[]},"categories":[1],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0130ZM\u0130R K\u00d6RFEZ\u0130N\u0130N K\u0130RL\u0130L\u0130K HAR\u0130TASI.. - B\u00f6lgenin \u0130lkeli ve Tarafs\u0131z Sesi<\/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:\/\/www.haberodemis.com\/index.php\/2024\/09\/22\/izmir-korfezinin-kirlilik-haritasi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0130ZM\u0130R K\u00d6RFEZ\u0130N\u0130N K\u0130RL\u0130L\u0130K HAR\u0130TASI.. - B\u00f6lgenin \u0130lkeli ve Tarafs\u0131z Sesi\" \/>\n<meta property=\"og:description\" content=\"Manisa Celal Bayar \u00dcniversitesi (MCB\u00dc) ve Y\u0131ld\u0131z Teknik \u00dcniversitesinden bilim insanlar\u0131, \u0130zmir K\u00f6rfezi&#8217;ndeki kirlili\u011fin uydu g\u00f6r\u00fcnt\u00fcleri kullan\u0131larak haritaland\u0131r\u0131lmas\u0131 ve takibi i\u00e7in \u00e7al\u0131\u015fma yapt\u0131. 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