{"id":2994,"date":"2024-05-10T14:24:05","date_gmt":"2024-05-10T14:24:05","guid":{"rendered":"https:\/\/e-ciftlik.com\/haberler\/tarim\/yapay-zeka-ile-mantar-hastaliklarini-onceden-tespit-etme\/"},"modified":"2024-05-10T14:24:05","modified_gmt":"2024-05-10T14:24:05","slug":"yapay-zeka-ile-mantar-hastaliklarini-onceden-tespit-etme","status":"publish","type":"post","link":"https:\/\/e-ciftlik.com\/haberler\/tarim\/yapay-zeka-ile-mantar-hastaliklarini-onceden-tespit-etme\/","title":{"rendered":"Yapay Zeka ile Mantar Hastal\u0131klar\u0131n\u0131 \u00d6nceden Tespit Etme"},"content":{"rendered":"

Yapay zeka ve ultra y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc drone g\u00f6r\u00fcnt\u00fcleri kullan\u0131larak, Alternaria adl\u0131 mantar patojeninin patates bitkilerine verdi\u011fi zararlar\u0131 erken tespit eden yeni bir y\u00f6ntem geli\u015ftirildi. Bu bulu\u015f, hassas tar\u0131m\u0131n \u00f6nemli bir ad\u0131m\u0131 olup, \u00e7ift\u00e7ilere daha etkili m\u00fcdahaleler yaparak daha sa\u011fl\u0131kl\u0131 mahsuller ve s\u00fcrd\u00fcr\u00fclebilir tar\u0131m uygulamalar\u0131 sa\u011flama potansiyeline sahiptir.<\/p>\n

Ara\u015ft\u0131rmac\u0131 Jana Wieme, “Bu teknoloji sayesinde hastal\u0131\u011f\u0131 \u00e7\u0131plak g\u00f6zle g\u00f6rmeden \u00f6nce tespit edebiliyoruz, bu da kontrol \u00f6nlemlerinin etkinli\u011fini \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabilir” diyor. Wieme, bu \u00e7al\u0131\u015fmay\u0131 iki dan\u0131\u015fman e\u015fli\u011finde ve Bel\u00e7ika merkezli IDLab (Sam Leroux), ILVO (Simon Cool) ve Bayer Forward Farming k\u00fcrs\u00fcs\u00fc ile i\u015fbirli\u011fi i\u00e7inde y\u00fcr\u00fctm\u00fc\u015ft\u00fcr. Profes\u00f6r Jan Pieters (UGent) bitki sa\u011fl\u0131\u011f\u0131 ve s\u00fcrd\u00fcr\u00fclebilir \u00fcr\u00fcn koruma alan\u0131nda uzmanla\u015f\u0131rken, Profes\u00f6r Wouter Maes (UGent) hassas tar\u0131m ve \u00e7evre dostu tar\u0131m teknikleri konusunda bilgi sahibidir.<\/p>\n

Yapay zeka, \u00f6zel bir evri\u015fimli sinir a\u011f\u0131 kullanarak, k\u0131z\u0131l\u00f6tesi g\u00f6r\u00fcnt\u00fclerdeki desenleri tan\u0131yabilen bir bi\u00e7imde \u00f6\u011frenir. Bu sayede, a\u011f hastal\u0131\u011f\u0131n belirtilerini \u00e7\u0131plak g\u00f6zle g\u00f6r\u00fclmeden \u00f6nce tespit edebilir.<\/p>\n

Ekip, bu modeli farkl\u0131 b\u00fcy\u00fcme mevsimlerinde toplanan veri k\u00fcmeleri \u00fczerinde test etmi\u015ftir. “Ara\u015ft\u0131rmam\u0131z\u0131n benzersizli\u011fi, denemeleri 4 farkl\u0131 b\u00fcy\u00fcme mevsimi i\u00e7in tekrarlad\u0131k ve modelimizin e\u011fitilmedi\u011fi veri k\u00fcmeleri \u00fczerinde de \u00e7al\u0131\u015ft\u0131k. Bu, modelimizin pratikte kullan\u0131labilir oldu\u011funu g\u00f6steriyor. Dahas\u0131, modelimiz mevcut teknoloji modelleriyle benzer do\u011frulu\u011fa ula\u015f\u0131rken, g\u00f6r\u00fcnt\u00fc i\u015fleme h\u0131z\u0131 ve verimlili\u011fi a\u00e7\u0131s\u0131ndan daha avantajl\u0131d\u0131r,” diye a\u00e7\u0131kl\u0131yor Wieme.<\/p>\n

Bu geli\u015fme, pratik sonu\u00e7lar do\u011furur. Geleneksel olarak, hastal\u0131k genellikle bitki koruma kimyasallar\u0131yla kontrol edilir. Ancak, bu kimyasallar y\u00fcksek maliyetlere ve \u00e7evresel zararlara neden olabilir. Yeni y\u00f6ntem, hastal\u0131\u011f\u0131 erken ve yerinde tespit ederek kaynaklar\u0131n daha etkili ve s\u00fcrd\u00fcr\u00fclebilir bir \u015fekilde kullan\u0131lmas\u0131n\u0131 sa\u011flar.<\/p>\n

Ara\u015ft\u0131rmac\u0131 Wieme, “Bu teknoloji, tarlalar\u0131n detayl\u0131 ‘hastal\u0131k haritalar\u0131n\u0131’ \u00e7\u0131karmam\u0131z\u0131 sa\u011flar. \u00c7ift\u00e7iler, bu bilgileri kullanarak yaln\u0131zca hastal\u0131\u011f\u0131n g\u00f6r\u00fcld\u00fc\u011f\u00fc b\u00f6lgeleri tedavi edebilirler.” Bu sadece maliyet tasarrufu sa\u011flamakla kalmaz, ayn\u0131 zamanda tar\u0131msal uygulamalar\u0131n \u00e7evresel etkisini de azalt\u0131r.<\/p>\n

Ara\u015ft\u0131rma ekibi, \u00e7al\u0131\u015fmalar\u0131n\u0131n gelecekteki uygulamalar\u0131 hakk\u0131nda iyimserdir. Wieme, “Patates tarlalar\u0131ndaki Alternaria’ya odaklanm\u0131\u015f olsak da, metodoloji farkl\u0131 \u00fcr\u00fcnlerdeki \u00e7e\u015fitli hastal\u0131klar\u0131n tespiti i\u00e7in genel olarak uygulanabilir” diyor. “Bu da daha verimli ve s\u00fcrd\u00fcr\u00fclebilir tar\u0131m i\u00e7in yeni kap\u0131lar a\u00e7\u0131yor.<\/p>\n","protected":false},"excerpt":{"rendered":"

Yapay zeka ve ultra y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc drone g\u00f6r\u00fcnt\u00fcleri kullan\u0131larak, Alternaria adl\u0131 mantar patojeninin patates bitkilerine…<\/p>\n","protected":false},"author":1,"featured_media":2995,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-2994","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tarim"],"yoast_head":"\nYapay Zeka ile Mantar Hastal\u0131klar\u0131n\u0131 \u00d6nceden Tespit Etme - E-Ç\u0130FTL\u0130K HABER<\/title>\n<meta name=\"description\" content=\"Yapay zeka ve ultra y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc drone g\u00f6r\u00fcnt\u00fcleri kullan\u0131larak, Alternaria adl\u0131 mantar patojeninin patates bitkilerine verdi\u011fi zararlar\u0131 erken\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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