{"id":34588,"date":"2026-09-18T13:29:04","date_gmt":"2026-09-18T10:29:04","guid":{"rendered":"https:\/\/akdenizolay.com.tr\/index.php\/2026\/09\/18\/kocaelide-yapay-zeka-tarlaya-indi\/"},"modified":"2026-09-18T13:29:04","modified_gmt":"2026-09-18T10:29:04","slug":"kocaelide-yapay-zeka-tarlaya-indi","status":"publish","type":"post","link":"https:\/\/akdenizolay.com.tr\/index.php\/2026\/09\/18\/kocaelide-yapay-zeka-tarlaya-indi\/","title":{"rendered":"Kocaeli\u2019de yapay zeka tarlaya indi"},"content":{"rendered":"\n

Kocaeli B\u00fcy\u00fck\u015fehir Belediyesi ile \u0130l Tar\u0131m ve Orman M\u00fcd\u00fcrl\u00fc\u011f\u00fc i\u015f birli\u011finde y\u00fcr\u00fct\u00fclen \u201cAk\u0131ll\u0131 Zirai M\u00fccadele Projesi\u201d ile tar\u0131mda yeni bir d\u00f6nem ba\u015fl\u0131yor. Yapay zek\u00e2 ve drone teknolojilerinin kullan\u0131laca\u011f\u0131 proje sayesinde tar\u0131msal verimlili\u011fin art\u0131r\u0131lmas\u0131, \u00fcretim maliyetlerinin d\u00fc\u015f\u00fcr\u00fclmesi ve daha s\u00fcrd\u00fcr\u00fclebilir bir \u00fcretim modelinin olu\u015fturulmas\u0131 hedefleniyor.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

KOCAEL\u0130 TARIMINDA D\u0130J\u0130TAL \u00c7\u00d6Z\u00dcM<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Kocaeli\u2019de tar\u0131msal \u00fcretimde verimlili\u011fi art\u0131rmak, \u00e7ift\u00e7inin girdi maliyetlerini d\u00fc\u015f\u00fcrmek ve \u00e7evre dostu \u00fcretimi yayg\u0131nla\u015ft\u0131rmak amac\u0131yla haz\u0131rlanan \u201cAk\u0131ll\u0131 Zirai M\u00fccadele Projesinde\u201d uygulama ba\u015flad\u0131. Pilot b\u00f6lge olarak se\u00e7ilen Kand\u0131ra\u2019n\u0131n belirlenen mahallelerinde ba\u015flayan projeyle tarlalar drone ve \u0130HA\u2019larla havadan tarand\u0131, bitki sa\u011fl\u0131\u011f\u0131na ili\u015fkin g\u00f6r\u00fcnt\u00fcleme \u00e7al\u0131\u015fmalar\u0131 ger\u00e7ekle\u015ftirildi. Elde edilen verilerin de\u011ferlendirilmesiyle \u00fcreticiye parsel baz\u0131nda dijital \u00f6neriler sunulmas\u0131 hedefleniyor. \u0130lk etapta 5 bin dekarl\u0131k tar\u0131m arazisinin belirlenen program dahilinde taranmas\u0131 ve \u00e7al\u0131\u015fmalar\u0131n tamamlanmas\u0131n\u0131n ard\u0131ndan sistemin Kocaeli geneline yayg\u0131nla\u015ft\u0131r\u0131lmas\u0131 planlan\u0131yor.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

TARIMSAL G\u0130RD\u0130 MAL\u0130YETLER\u0130NDE D\u00dc\u015e\u00dc\u015e BEKLEN\u0130YOR<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Kocaeli B\u00fcy\u00fck\u015fehir Belediyesi ve Kocaeli \u0130l Tar\u0131m ve Orman M\u00fcd\u00fcrl\u00fc\u011f\u00fc i\u015f birli\u011finde, Do\u011fu Marmara Kalk\u0131nma Ajans\u0131 (MARKA) deste\u011fiyle haz\u0131rlanan \u201cAk\u0131ll\u0131 Zirai M\u00fccadele Projesinin\u201d hibe s\u00f6zle\u015fmesi mart ay\u0131nda d\u00fczenlenen t\u00f6renle imzalanm\u0131\u015ft\u0131. Projenin en \u00f6nemli hedeflerinden biri, \u00fcreticinin tar\u0131msal girdi maliyetlerini azaltmak olacak. Projenin uygulama program\u0131nda tar\u0131msal \u00fcretimde yapay zeka, \u0130HA, multispektral g\u00f6r\u00fcnt\u00fcleme, ak\u0131ll\u0131 zararl\u0131 tuzaklar\u0131 ve dijital karar destek sistemlerinden yararlan\u0131lmaya ba\u015fland\u0131. Kand\u0131ra il\u00e7esi Selimk\u00f6y\u2019deki uygulamaya, Kocaeli B\u00fcy\u00fck\u015fehir Belediyesi ve \u0130l Tar\u0131m ve Orman M\u00fcd\u00fcrl\u00fc\u011f\u00fc uzmanlar\u0131 kat\u0131ld\u0131.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

HEDEF DAHA AZ MAL\u0130YET, DAHA Y\u00dcKSEK VER\u0130M<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Tar\u0131m alanlar\u0131 drone ve \u0130HA\u2019larla havadan tarand\u0131, multispektral g\u00f6r\u00fcnt\u00fcleme teknolojisiyle bitkilerin sa\u011fl\u0131k durumuna ili\u015fkin g\u00f6r\u00fcnt\u00fcler al\u0131nd\u0131. Sahadan elde edilen verilerin dijital sistemlerde de\u011ferlendirilmesiyle hastal\u0131k, zararl\u0131 ve bitki besleme ihtiya\u00e7lar\u0131n\u0131n belirlenmesine y\u00f6nelik \u00e7al\u0131\u015fmalar ger\u00e7ekle\u015ftirildi. Bu sayede \u00fcreticinin tarlas\u0131n\u0131n tamam\u0131na ayn\u0131 uygulamay\u0131 yapmak yerine, ihtiya\u00e7 duyulan b\u00f6lgeye, do\u011fru zamanda ve ihtiya\u00e7 kadar m\u00fcdahale etmesi hedefleniyor. B\u00f6ylece ila\u00e7, g\u00fcbre, yak\u0131t ve i\u015f\u00e7ilik gibi \u00fcretim maliyetlerinin azalt\u0131lmas\u0131 ama\u00e7lan\u0131yor.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

GEREKS\u0130Z \u0130LA\u00c7 VE G\u00dcBRE KULLANIMINA SON<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Projenin tar\u0131msal \u00fcretime sa\u011flayaca\u011f\u0131 \u00f6nemli katk\u0131lardan biri de zirai ila\u00e7 ve g\u00fcbre kullan\u0131m\u0131n\u0131n daha kontroll\u00fc hale getirilmesi olacak. Drone ve uzaktan alg\u0131lama teknolojileriyle sorun ya\u015fanan b\u00f6lgelerin belirlenmesine y\u00f6nelik \u00e7al\u0131\u015fmalar ger\u00e7ekle\u015ftirildi. Elde edilen veriler do\u011frultusunda nokta at\u0131\u015f\u0131 uygulamalar yap\u0131lmas\u0131 planlan\u0131yor. \u0130htiya\u00e7 olmayan alanlarda ila\u00e7 ve g\u00fcbre kullan\u0131m\u0131n\u0131n azalt\u0131lmas\u0131yla hem \u00fcreticinin maliyetinin d\u00fc\u015f\u00fcr\u00fclmesi hem de kullan\u0131lan girdilerden daha y\u00fcksek verim al\u0131nmas\u0131 hedefleniyor.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

ZARARLILAR ERKENDEN TAK\u0130P ED\u0130LECEK<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Tar\u0131m alanlar\u0131na kurulacak ak\u0131ll\u0131 zararl\u0131 tuzaklar\u0131yla zararl\u0131 pop\u00fclasyonlar\u0131n\u0131n dijital ortamda izlenmesine y\u00f6nelik sistem kurulacak. Tuzaklardan elde edilen veriler, uydu ve drone g\u00f6r\u00fcnt\u00fcleriyle birlikte de\u011ferlendirilecek. \u0130lk saha \u00e7al\u0131\u015fmalar\u0131nda elde edilen verilerle hastal\u0131k ve zararl\u0131lar\u0131n yayg\u0131nla\u015fmas\u0131 beklenmeden riskli alanlar\u0131n belirlenmesine y\u00f6nelik altyap\u0131 olu\u015fturuldu. B\u00f6ylelikle erken uyar\u0131 sistemi sayesinde \u00fcr\u00fcn kay\u0131plar\u0131n\u0131n azalt\u0131lmas\u0131 ve \u00fcreticinin daha h\u0131zl\u0131 \u00f6nlem alabilmesi hedefleniyor.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

\u00c7\u0130FT\u00c7\u0130N\u0130N CEB\u0130NE D\u0130J\u0130TAL DANI\u015eMAN<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Proje kapsam\u0131nda \u00fcreticilerin cep telefonlar\u0131ndan kullanabilece\u011fi bir mobil uygulama da devreye al\u0131nacak. \u00c7ift\u00e7iler, kendi parsellerine ili\u015fkin analiz ve \u00f6nerilere uygulama \u00fczerinden ula\u015fabilecek. Yapay zeka destekli chatbot ile hastal\u0131k, zararl\u0131 ve bitki besleme konular\u0131nda 7 g\u00fcn 24 saat dijital dan\u0131\u015fmanl\u0131k hizmeti sunulmas\u0131 planlan\u0131yor. B\u00f6ylelikle \u00fcretici, tarlas\u0131ndaki geli\u015fmelerle ilgili veriye dayal\u0131 karar alma imkan\u0131na sahip olacak.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

\u0130LK DURAK KANDIRA<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Projenin pilot uygulamas\u0131 tar\u0131msal \u00fcretimin yo\u011fun oldu\u011fu Kand\u0131ra\u2019n\u0131n belirlenen mahallelerinde ba\u015flad\u0131. \u0130lk saha \u00e7al\u0131\u015fmalar\u0131 kapsam\u0131nda tar\u0131m arazilerinde drone ve \u0130HA\u2019larla havadan g\u00f6r\u00fcnt\u00fcleme ger\u00e7ekle\u015ftirildi.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

\u0130lk etapta\u00a05 bin dekarl\u0131k arazinin\u00a0belirlenen program dahilinde taranmas\u0131 ve proje \u00e7al\u0131\u015fmalar\u0131n\u0131n bu alanlarda tamamlanmas\u0131 planlan\u0131yor. Kand\u0131ra\u2019daki uygulamadan elde edilecek veriler, projenin farkl\u0131 tar\u0131m alanlar\u0131na ve \u00fcr\u00fcn desenlerine uyarlanmas\u0131na da katk\u0131 sa\u011flayacak. \u00c7al\u0131\u015fmalar\u0131n ilk etab\u0131n\u0131n tamamlanmas\u0131n\u0131n ard\u0131ndan sistemin Kocaeli genelindeki tar\u0131m alanlar\u0131nda yayg\u0131nla\u015ft\u0131r\u0131lacak.<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

\u00c7EVRESEL ETK\u0130LER DE AZALACAK<\/b><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n

Projenin hedefleri yaln\u0131zca \u00fcreticinin maliyetlerini d\u00fc\u015f\u00fcrmek ve verimi art\u0131rmakla s\u0131n\u0131rl\u0131 olmayacak. \u0130la\u00e7 ve g\u00fcbrenin ihtiya\u00e7 do\u011frultusunda kullan\u0131lmas\u0131yla topra\u011f\u0131n ve su kaynaklar\u0131n\u0131n korunmas\u0131na katk\u0131 sa\u011flanmas\u0131 ama\u00e7lan\u0131yor. Daha az ve daha kontroll\u00fc girdi kullan\u0131m\u0131 sayesinde tar\u0131msal \u00fcretimin \u00e7evresel etkilerinin azalt\u0131lmas\u0131 ve s\u00fcrd\u00fcr\u00fclebilir \u00fcretim modelinin g\u00fc\u00e7lendirilmesi hedefleniyor.<\/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

\u00a0<\/p>\n

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

Kocaeli B\u00fcy\u00fck\u015fehir Belediyesi ile \u0130l Tar\u0131m ve Orman M\u00fcd\u00fcrl\u00fc\u011f\u00fc i\u015f birli\u011finde y\u00fcr\u00fct\u00fclen \u201cAk\u0131ll\u0131 Zirai M\u00fccadele Projesi\u201d ile tar\u0131mda yeni bir d\u00f6nem ba\u015fl\u0131yor.<\/p>\n","protected":false},"author":1,"featured_media":34589,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-34588","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\/34588","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=34588"}],"version-history":[{"count":1,"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/34588\/revisions"}],"predecessor-version":[{"id":34590,"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/34588\/revisions\/34590"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/media\/34589"}],"wp:attachment":[{"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/media?parent=34588"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/categories?post=34588"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/akdenizolay.com.tr\/index.php\/wp-json\/wp\/v2\/tags?post=34588"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}