{"id":6306,"date":"2022-01-04T05:14:00","date_gmt":"2022-01-04T05:14:00","guid":{"rendered":"https:\/\/www.euegeajans.com\/?p=6306"},"modified":"2022-01-04T07:23:22","modified_gmt":"2022-01-04T07:23:22","slug":"cevmerden-derin-ogrenmeyi-kullanarak-iklim-degisikligi-tahmini-semineri","status":"publish","type":"post","link":"https:\/\/www.euegeajans.com\/index.php\/2022\/01\/04\/cevmerden-derin-ogrenmeyi-kullanarak-iklim-degisikligi-tahmini-semineri\/","title":{"rendered":"\u00a0\u00c7EVMER\u2019den \u201cDerin \u00d6\u011frenmeyi Kullanarak \u0130klim De\u011fi\u015fikli\u011fi Tahmini\u201d semineri"},"content":{"rendered":"

\u00a0\u00c7EVMER\u2019den \u201cDerin \u00d6\u011frenmeyi Kullanarak \u0130klim De\u011fi\u015fikli\u011fi Tahmini\u201d semineri<\/p>\n

\u201cDerin \u00d6\u011frenme\u201d ile gelecek y\u0131llar\u0131n iklim tahminleri yap\u0131labilecek<\/b><\/p>\n

Melek Bekar – Kemal Diri<\/p>\n

\"\"Ege \u00dcniversitesi (E\u00dc) \u00c7evre Sorunlar\u0131 Uygulama ve Ara\u015ft\u0131rma Merkezi (\u00c7EVMER) taraf\u0131ndan Per\u015fembe Seminerleri kapsam\u0131nda \u201cDerin \u00d6\u011frenmeyi Kullanarak \u0130klim De\u011fi\u015fikli\u011fi Tahmini\u201d konulu seminer \u00e7evrimi\u00e7i olarak ger\u00e7ekle\u015ftirildi. Moderat\u00f6rl\u00fc\u011f\u00fcn\u00fc \u00c7EVMER M\u00fcd\u00fcr\u00fc Prof. Dr. Din\u00e7er Ayaz\u2019\u0131n yapt\u0131\u011f\u0131 semineri doktora \u00f6\u011frencisi Masoud Hamidi verdi.<\/p>\n

Sunumunda ge\u00e7mi\u015ften g\u00fcn\u00fcm\u00fcze hem D\u00fcnyaki hem de T\u00fcrkiye\u2019deki iklim de\u011fi\u015fikli\u011fi olaylar\u0131n\u0131 anlatan Hamidi \u201cGeride b\u0131rakt\u0131\u011f\u0131m\u0131z 300 seneye bakt\u0131\u011f\u0131m\u0131zda, d\u00fcnya ikliminin b\u00fcy\u00fck bir de\u011fi\u015fime u\u011frad\u0131\u011f\u0131n\u0131 g\u00f6rebiliriz. \u00d6zellikle iklim de\u011fi\u015fikli\u011finin en b\u00fcy\u00fck g\u00f6stergesi olan do\u011fal afetlerin son zamanlarda bariz bir \u015fekilde artt\u0131\u011f\u0131n\u0131 g\u00f6zlemliyoruz. Bu g\u00f6zlemler do\u011frultusunda; 2 bin 100 y\u0131l\u0131na kadar hava de\u011fi\u015fiminin normalden d\u00f6rt derece art\u0131\u015f g\u00f6sterece\u011fini, ya\u011f\u0131\u015f oranlar\u0131n\u0131n baz\u0131 b\u00f6lgelerde artaca\u011f\u0131n\u0131, baz\u0131 b\u00f6lgelerde ise b\u00fcy\u00fck kurakl\u0131klar ya\u015fanaca\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcyoruz\u201d diye konu\u015ftu.<\/p>\n

\"\"Derin \u00f6\u011frenmenin geli\u015fen teknoloji ile bir ihtiya\u00e7 olarak ortaya \u00e7\u0131kt\u0131\u011f\u0131na dikkat \u00e7eken Hamidi, \u201c\u0130klim ara\u015ft\u0131rmac\u0131lar\u0131, iki \u00f6nemli sorunun \u00e7\u00f6z\u00fcm\u00fcn\u00fc arar. Bu sorunlar\u0131n ilki, iklim de\u011fi\u015fikli\u011finin etkilerini \u00f6\u011frenmek; ikincisi ise, bu etkilerin nas\u0131l azaltabilece\u011fine dair \u00e7\u00f6z\u00fcm bulmak. Bu noktada derin \u00f6\u011frenme devreye girer. Derin \u00f6\u011frenme; dijital sistemlerin yap\u0131land\u0131r\u0131lmam\u0131\u015f verilere dayal\u0131 olarak \u00f6\u011frenmesini ve kararlar almas\u0131n\u0131 sa\u011flayan, yapay sinir a\u011flar\u0131n\u0131 kullanan bir makine \u00f6\u011frenmesi t\u00fcr\u00fcd\u00fcr. Genellikle makine \u00f6\u011frenmesi, yapay zek\u00e2 sistemlerini veri ile al\u0131nan deneyimleri inceleyerek \u00f6\u011frenecek, desenleri tan\u0131yacak, \u00f6neriler sunacak ve uyum sa\u011flayacak bi\u00e7imde e\u011fitir. Dijital sistemler, \u00f6zellikle derin \u00f6\u011frenme s\u00f6z konusu oldu\u011funda yaln\u0131zca kural k\u00fcmelerine yan\u0131t vermek yerine, \u00f6rneklerden faydalanarak bilgi edinir ve ard\u0131ndan bu bilgileri kullan\u0131p insanlar gibi tepki vererek davran\u0131\u015f g\u00f6sterir ve performans sergiler\u201d dedi.<\/p>\n

\u201cDerin \u00d6\u011frenme veri ve datalardan beslenir\u201d<\/b><\/p>\n

\"\"\u0130klim tahmininde derin \u00f6\u011frenmenin yerinden s\u00f6z eden Hamidi, \u201cD\u00fcnyadaki t\u00fcm sistem ve bile\u015fenler birbirlerine ba\u011fl\u0131. Bundan dolay\u0131 iklim tahminlerinde bulunmak olduk\u00e7a zor bir i\u015f. Fakat son zamanlarda veri odakl\u0131 algoritmalar geli\u015ftirildi\u011fi i\u00e7in bizde eski y\u0131llara ait iklim ile ilgili datalar mevcut. Derin \u00f6\u011frenme, bu sayede gelecek i\u00e7in tahminlerde bulunmam\u0131z\u0131 sa\u011fl\u0131yor. Derin \u00f6\u011frenme, veri ve datalardan beslenir. Veriler ne kadar \u00e7ok olursa, tahminler o kadar sa\u011fl\u0131kl\u0131 olur\u201d diye konu\u015ftu.<\/p>\n

Seminerin sonunda Mansour Hamidi, dinleyicilerin sorular\u0131n\u0131 cevaplad\u0131.<\/p>\n","protected":false},"excerpt":{"rendered":"

\u00a0\u00c7EVMER\u2019den \u201cDerin \u00d6\u011frenmeyi Kullanarak \u0130klim De\u011fi\u015fikli\u011fi Tahmini\u201d semineri \u201cDerin \u00d6\u011frenme\u201d ile gelecek y\u0131llar\u0131n iklim tahminleri…<\/p>\n","protected":false},"author":2,"featured_media":6307,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,70],"tags":[],"class_list":["post-6306","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gncl","category-kampus"],"featured_image_urls":{"full":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2022\/01\/FH7a3DeX0AABto7.jpg",1510,932,false],"thumbnail":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2022\/01\/FH7a3DeX0AABto7-150x150.jpg",150,150,true],"medium":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2022\/01\/FH7a3DeX0AABto7-300x185.jpg",300,185,true],"medium_large":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2022\/01\/FH7a3DeX0AABto7-768x474.jpg",640,395,true],"large":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2022\/01\/FH7a3DeX0AABto7-1024x632.jpg",640,395,true],"1536x1536":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2022\/01\/FH7a3DeX0AABto7.jpg",1510,932,false],"2048x2048":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2022\/01\/FH7a3DeX0AABto7.jpg",1510,932,false],"newsphere-slider-full":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2022\/01\/FH7a3DeX0AABto7-1280x720.jpg",1280,720,true],"newsphere-featured":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2022\/01\/FH7a3DeX0AABto7-1024x632.jpg",1024,632,true],"newsphere-medium":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2022\/01\/FH7a3DeX0AABto7-720x380.jpg",720,380,true]},"author_info":{"display_name":"Editor","author_link":"https:\/\/www.euegeajans.com\/index.php\/author\/editor\/"},"category_info":"G\u00fcncel<\/a> Kamp\u00fcs<\/a>","tag_info":"Kamp\u00fcs","comment_count":"0","_links":{"self":[{"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/posts\/6306","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/comments?post=6306"}],"version-history":[{"count":1,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/posts\/6306\/revisions"}],"predecessor-version":[{"id":6311,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/posts\/6306\/revisions\/6311"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/media\/6307"}],"wp:attachment":[{"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/media?parent=6306"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/categories?post=6306"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/tags?post=6306"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}