The effects of ai-supported autonomous irrigation systems on water efficiency and plant quality: a case study of geranium psilostemon ledeb

dc.contributor.authorErcan Oğuztürk, Gülcay
dc.contributor.authorMurat, Caner
dc.contributor.authorYurtseven, Meryem
dc.contributor.authorOğuztürk, Türker
dc.date.accessioned2025-10-23T11:14:02Z
dc.date.issued2025
dc.departmentRTEÜ, Mühendislik ve Mimarlık Fakültesi, Peyzaj Mimarlığı Bölümü
dc.departmentRTEÜ, Mühendislik ve Mimarlık Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü
dc.description.abstractThis study investigates the effects of an AI-supported irrigation system on the production of natural plant species and irrigation efficiency at Rize Recep Tayyip Erdoğan University. To enhance water resource efficiency while utilizing Turkey’s rich plant diversity, Geranium psilostemon Ledeb. (Black-Eyed Crane’s-Bill) was selected for cultivation. The research includes adaptation trials and growth monitoring of this perennial taxon, which naturally grows at an altitude of 2000 m. The experiments were conducted in two different environments: one utilizing an AI-supported irrigation system and the other relying on manual irrigation. The findings reveal that AI-supported irrigation systems optimize irrigation strategies, providing a more efficient and effective plant cultivation process compared to manual irrigation. The AI-supported irrigation system continuously monitors air and soil moisture levels, ensuring optimal irrigation conditions and instant adaptation to seasonal variations. This innovative approach minimizes water losses while preventing soil salinization, thereby offering a significant solution for sustainable agricultural practices. In conclusion, this study demonstrates that natural plant species can be effectively cultivated using AI-supported irrigation systems and that these systems hold great potential for water conservation and ecological balance. These findings present a crucial step toward developing effective solutions for global water challenges and promoting sustainable landscape and agricultural practices.
dc.identifier.citationErcan Oğuztürk, G., Murat, C., Yurtseven, M., & Oğuztürk, T. (2025). The Effects of AI-Supported Autonomous Irrigation Systems on Water Efficiency and Plant Quality: A Case Study of Geranium psilostemon Ledeb. Plants, 14(5), 770. https://doi.org/10.3390/plants14050770
dc.identifier.doi10.3390/plants14050770
dc.identifier.issn2223-7747
dc.identifier.issue5
dc.identifier.pmid40094768
dc.identifier.scopus2-s2.0-86000631278
dc.identifier.scopusqualityQ1
dc.identifier.startpage770
dc.identifier.urihttps://doi.org/10.3390/plants14050770
dc.identifier.urihttps://hdl.handle.net/11436/11335
dc.identifier.volume14
dc.identifier.wosWOS:001442287100001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakScopus
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakPubMed
dc.institutionauthorErcan Oğuztürk, Gülcay
dc.institutionauthorMurat, Caner
dc.institutionauthorYurtseven, Meryem
dc.institutionauthorOğuztürk, Türker
dc.language.isoen
dc.publisherMultidisciplinary Digital Publishing Institute (MDPI
dc.relation.ispartofPlants
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectAI-supported irrigation
dc.subjectArtificial Intelligence
dc.subjectPlant Cultivation
dc.subjectRize
dc.subjectWater efficiency
dc.titleThe effects of ai-supported autonomous irrigation systems on water efficiency and plant quality: a case study of geranium psilostemon ledeb
dc.typeArticle

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