{"id":36277,"date":"2026-09-28T13:28:12","date_gmt":"2026-09-28T10:28:12","guid":{"rendered":"https:\/\/akdenizolay.com.tr\/index.php\/2026\/09\/28\/50-milyon-dolarlik-kayba-yapay-zekali-cozum\/"},"modified":"2026-09-28T13:28:13","modified_gmt":"2026-09-28T10:28:13","slug":"50-milyon-dolarlik-kayba-yapay-zekali-cozum","status":"publish","type":"post","link":"https:\/\/akdenizolay.com.tr\/index.php\/2026\/09\/28\/50-milyon-dolarlik-kayba-yapay-zekali-cozum\/","title":{"rendered":"50 milyon dolarl\u0131k kayba yapay zek\u00e2l\u0131 \u00e7\u00f6z\u00fcm"},"content":{"rendered":"\n

Kocaeli\u2019de tar\u0131msal \u00fcretimde hastal\u0131k, zararl\u0131 ve yabanc\u0131 otlar\u0131n neden oldu\u011fu 50 milyon dolarl\u0131k kayb\u0131 azaltmak ve 10 milyon dolarl\u0131k ek verim sa\u011flamak amac\u0131yla hayata ge\u00e7irilen \u201cAk\u0131ll\u0131 Zirai M\u00fccadele Projesi\u201d\u00a0 tar\u0131msal \u00fcretime \u00f6nemli ekonomik katk\u0131lar sa\u011flayacak. Bu kapsamda yapay zek\u00e2, drone, \u0130HA ve multispektral g\u00f6r\u00fcnt\u00fcleme teknolojilerinin kullan\u0131laca\u011f\u0131 sistem, Kand\u0131ra\u2019da \u00e7ift\u00e7ilere uygulamal\u0131 olarak tan\u0131t\u0131ld\u0131.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

\u00a0<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>TARIMDA YAPAY ZEK\u00c2 DESTE\u011e\u0130<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Do\u011fu Marmara Kalk\u0131nma Ajans\u0131\u2019n\u0131n (MARKA) deste\u011fiyle Kocaeli B\u00fcy\u00fck\u015fehir Belediyesi ve Kocaeli \u0130l Tar\u0131m ve Orman M\u00fcd\u00fcrl\u00fc\u011f\u00fc taraf\u0131ndan y\u00fcr\u00fct\u00fclen proje kapsam\u0131nda, tar\u0131m alanlar\u0131ndan toplanacak farkl\u0131 veriler yapay zek\u00e2 destekli Karar Destek Sistemi\u2019nde de\u011ferlendirilecek. Tarladaki hastal\u0131k ve zararl\u0131lar\u0131 erken a\u015famada belirleyerek \u00fcreticiye do\u011fru zamanda do\u011fru m\u00fcdahaleyi \u00f6nermek amac\u0131yla hayata ge\u00e7irilen projeyle hem \u00fcreticilere hem de \u00fclke ekonomisine katk\u0131 sa\u011flanm\u0131\u015f olacak.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

10 M\u0130LYON DOLARLIK ARTI\u015e<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Kocaali\u2019de bitkisel \u00fcretimde hastal\u0131k, zararl\u0131 ve yabanc\u0131 otlar\u0131n neden oldu\u011fu kay\u0131plar\u0131n y\u0131ll\u0131k 50 milyon dolara ula\u015ft\u0131\u011f\u0131 belirtilirken, hayata ge\u00e7irilen \u201cAk\u0131ll\u0131 Zirai M\u00fccadele Projesi\u201d ile bu kay\u0131plar\u0131n azalt\u0131lmas\u0131 ve y\u0131ll\u0131k 10 milyon dolarl\u0131k ek ekonomik katk\u0131 sa\u011flanmas\u0131 hedefleniyor. Projenin pilot uygulamas\u0131 ise B\u00fcy\u00fck\u015fehir Belediyesi taraf\u0131ndan yat\u0131r\u0131m\u0131 ger\u00e7ekle\u015ftirilen Kand\u0131ra Toramanlar Tar\u0131msal Sulama Sahas\u0131\u2019ndaki 5 bin dekarl\u0131k alanda y\u00fcr\u00fct\u00fcl\u00fcyor.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

5 B\u0130N DEKARLIK ALANDA G\u00d6R\u00dcNT\u00dcLEME YAPILACAK<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Proje kapsam\u0131nda Kand\u0131ra\u2019da 3 tahmin ve uyar\u0131 sistemi ile 8 kameral\u0131 zararl\u0131 takip istasyonunun kurulumu tamamland\u0131. Bunun yan\u0131 s\u0131ra multispektral kameralarla 5 bin dekarl\u0131k tar\u0131m alan\u0131nda g\u00f6r\u00fcnt\u00fcleme yap\u0131lacak. Elde edilen g\u00f6r\u00fcnt\u00fcler, uydu verileri, tahmin ve uyar\u0131 sistemlerinden gelen bilgiler ile zararl\u0131 takip istasyonlar\u0131ndan al\u0131nan anl\u0131k veriler yapay zek\u00e2 destekli Karar Destek Sistemi\u2019nde birlikte de\u011ferlendirilecek. Sistem sayesinde hangi parselde hangi hastal\u0131k veya zararl\u0131n\u0131n bulundu\u011funun belirlenmesi ve buna g\u00f6re \u00fcreticiye m\u00fcdahale \u00f6nerisi sunulmas\u0131 planlan\u0131yor.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>\u00a0<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

\u00d6NER\u0130LER \u00c7\u0130FT\u00c7\u0130N\u0130N TELEFONUNA G\u00d6NDER\u0130LECEK<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Yapay zek\u00e2 destekli sistem taraf\u0131ndan olu\u015fturulacak m\u00fcdahale \u00f6nerileri mobil uygulama \u00fczerinden \u00e7ift\u00e7ilere ula\u015ft\u0131r\u0131lacak. B\u00f6ylelikle \u00fcreticinin tarlas\u0131nda ortaya \u00e7\u0131kan soruna ili\u015fkin bilgiye daha h\u0131zl\u0131 ula\u015fmas\u0131 ve m\u00fcdahaleyi do\u011fru zamanda yapmas\u0131 ama\u00e7lan\u0131yor. Projenin ilk a\u015famas\u0131nda sistemin olu\u015fturaca\u011f\u0131 \u00f6neriler do\u011frultusunda sahadaki zirai m\u00fccadele \u00e7al\u0131\u015fmalar\u0131n\u0131n Kocaeli \u0130l Tar\u0131m ve Orman M\u00fcd\u00fcrl\u00fc\u011f\u00fc ile B\u00fcy\u00fck\u015fehir Belediyesi taraf\u0131ndan zirai m\u00fccadele \u0130HA\u2019lar\u0131 kullan\u0131larak ger\u00e7ekle\u015ftirilmesi planlan\u0131yor.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

S\u0130STEM UYGULAMALI OLARAK ANLATILDI<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Proje kapsam\u0131nda Kand\u0131ra Selimk\u00f6y Mahallesi\u2019nde \u00fcreticilere y\u00f6nelik bilgilendirme program\u0131 d\u00fczenlendi. \u00c7ift\u00e7ilere yapay zek\u00e2 ve g\u00f6r\u00fcnt\u00fcleme teknolojilerinin tar\u0131m alanlar\u0131nda nas\u0131l kullan\u0131laca\u011f\u0131 anlat\u0131l\u0131rken, sistemin elde etti\u011fi verilerin nas\u0131l de\u011ferlendirilece\u011fi de ekrandan uygulamal\u0131 olarak g\u00f6sterildi. Programa; Kocaeli B\u00fcy\u00fck\u015fehir Belediyesi Yerel Kalk\u0131nma Ofisi Ba\u015fkan\u0131 Hasan Ayd\u0131nl\u0131k, \u0130l Tar\u0131m ve Orman M\u00fcd\u00fcr\u00fc Ali Ulvi \u00d6zerdem, B\u00fcy\u00fck\u015fehir Muhtarl\u0131k \u0130\u015fleri Dairesi Ba\u015fkan\u0131 U\u011fur \u015eahin, MARKA \u0130zleme ve De\u011ferlendirme Birim Ba\u015fkan\u0131 \u00d6mer Kaya, Selimk\u00f6y Mahalle Muhtar\u0131 Emin Ak\u00e7ay ve \u00e7ift\u00e7iler kat\u0131ld\u0131.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

\u00a0<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>\u201cTEKNOLOJ\u0130Y\u0130 \u00c7\u0130FT\u00c7\u0130M\u0130Z\u0130N H\u0130ZMET\u0130NE SUNUYORUZ\u201d<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

\u00c7ift\u00e7ilere Kocaeli B\u00fcy\u00fck\u015fehir Belediye Ba\u015fkan\u0131 Tahir B\u00fcy\u00fckak\u0131n\u2019\u0131n selamlar\u0131n\u0131 ileten Yerel Kalk\u0131nma Ofisi Ba\u015fkan\u0131 Hasan Ayd\u0131nl\u0131k, tar\u0131msal \u00fcretime ve \u00e7ift\u00e7ilere y\u00f6nelik desteklerin s\u00fcrd\u00fc\u011f\u00fcn\u00fc, yeni projelerle teknolojinin de \u00fcreticinin hizmetine sunuldu\u011funu s\u00f6yledi. Ayd\u0131nl\u0131k, \u201cAmac\u0131m\u0131z tar\u0131m \u00fcr\u00fcnlerimizi hastal\u0131k ve zararl\u0131lardan korumak, kay\u0131plar\u0131 en aza indirmek ve verimi art\u0131rmak. Teknolojiyi ve yapay zek\u00e2y\u0131 sahaya ta\u015f\u0131yarak \u00e7ift\u00e7imizin do\u011fru zamanda do\u011fru m\u00fcdahaleyi yapmas\u0131na katk\u0131 sunaca\u011f\u0131z. Ba\u015fkan\u0131m\u0131z Tahir B\u00fcy\u00fckak\u0131n\u2019\u0131n tar\u0131ma ve \u00e7ift\u00e7imize verdi\u011fi \u00f6nem do\u011frultusunda desteklerimizi s\u00fcrd\u00fcrece\u011fiz\u201d dedi.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

\u00c7\u0130FT\u00c7\u0130LERDEN PROJEYE DESTEK<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Bilgilendirme program\u0131nda s\u00f6z alan \u00e7ift\u00e7iler ise Ak\u0131ll\u0131 Zirai M\u00fccadele Projesi\u2019nin, \u00f6zellikle hastal\u0131k ve zararl\u0131lar\u0131n erken tespit edilmesi a\u00e7\u0131s\u0131ndan \u00f6nemli oldu\u011funu belirterek, \u00fcretimde kar\u015f\u0131la\u015ft\u0131klar\u0131 hastal\u0131k ve zararl\u0131lara zaman\u0131nda m\u00fcdahale etmenin verim a\u00e7\u0131s\u0131ndan b\u00fcy\u00fck \u00f6nem ta\u015f\u0131d\u0131\u011f\u0131n\u0131 vurgulad\u0131. B\u00f6lgede tamamlanan Toramanlar Tar\u0131msal Sulama Suyu Hatt\u0131 Projesinin tar\u0131msal \u00fcretime \u00f6nemli katk\u0131 sa\u011flad\u0131\u011f\u0131n\u0131 dile getiren \u00e7ift\u00e7iler, hem sulama altyap\u0131s\u0131na y\u00f6nelik yat\u0131r\u0131mlar hem de teknoloji odakl\u0131 \u00e7al\u0131\u015fmalar nedeniyle Kocaeli B\u00fcy\u00fck\u015fehir Belediyesi Ba\u015fkan\u0131 Tahir B\u00fcy\u00fckak\u0131n ile Tar\u0131m ve Orman M\u00fcd\u00fcrl\u00fc\u011f\u00fc yetkililerine te\u015fekk\u00fcr etti.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

TALEPLER YER\u0130NDE D\u0130NLEND\u0130<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Kocaeli B\u00fcy\u00fck\u015fehir Belediyesi Yerel Kalk\u0131nma Ofisi Ba\u015fkan\u0131 Hasan Ayd\u0131nl\u0131k ile \u0130l Tar\u0131m ve Orman M\u00fcd\u00fcr\u00fc Ali Ulvi \u00d6zerdem, \u00fcreticilerle bir araya gelerek talep ve sorunlar\u0131n\u0131 dinledi. Ayd\u0131nl\u0131k ve \u00d6zerdem daha sonra projenin uyguland\u0131\u011f\u0131 Selimk\u00f6y\u2019deki tahmin ve uyar\u0131 ile zararl\u0131 takip istasyonlar\u0131nda incelemelerde bulundu.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

\u00a0<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Kaynak: (BYZHA) Beyaz Haber Ajans\u0131<\/p>\n","protected":false},"excerpt":{"rendered":"

Kocaeli\u2019de tar\u0131msal \u00fcretimde hastal\u0131k, zararl\u0131 ve yabanc\u0131 otlar\u0131n neden oldu\u011fu 50 milyon dolarl\u0131k kayb\u0131 azaltmak ve 10 milyon dolarl\u0131k ek verim sa\u011flamak amac\u0131yla hayata ge\u00e7irilen \u201cAk\u0131ll\u0131 Zirai M\u00fccadele Projesi\u201d\u00a0 tar\u0131msal \u00fcretime \u00f6nemli ekonomik katk\u0131lar sa\u011flayacak.<\/p>\n","protected":false},"author":1,"featured_media":36278,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-36277","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gundem"],"_links":{"self":[{"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/36277","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/comments?post=36277"}],"version-history":[{"count":1,"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/36277\/revisions"}],"predecessor-version":[{"id":36279,"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/36277\/revisions\/36279"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/media\/36278"}],"wp:attachment":[{"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/media?parent=36277"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/categories?post=36277"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/tags?post=36277"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}