Nursaç Serda Kaya

Environmental Science · Physical Sciences

6h-index81citations15works3.02yr avg
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Research Topics

Soil and Land Suitability Analysis(9), Remote Sensing in Agriculture(4), Soil Geostatistics and Mapping(3), Groundwater and Watershed Analysis(3), Multi-Criteria Decision Making(2)

Publications15 total

Long-Term Monitoring and Forecasting of Soil Salinity Dynamics Based on Machine Learning Algorithms Using Remote Sensing
SSRN Electronic Journal·2026Open Access
Enhancing the soil quality index model based on neutrosophic fuzzy‐AHP integrated with remote sensing and artificial intelligence technique
Soil Science Society of America Journal·2025· 1 cited
Assessing the neutrosophic Fuzzy-AHP based soil quality index for sugar beet: a comparative study of multi-class logistic regression, random forest, and one-against-all support vector machine models
Expert Systems with Applications·2025
Assessment of the neutrosophic Fuzzy-AHP and predictive power of some machine learning approaches for maize silage soil quality
Computers and Electronics in Agriculture·2024· 13 cited
Sentinel-2A MSI Verisinin Makine Öğrenmesi Tabanlı Destek Vektör Makinesi, Rastgele Orman ve En Büyük Olasılık Algoritmalarını Kullanarak Piksel Tabanlı Kontrollü Sınıflandırılmadaki Etkilerinin Araştırılması
Turkish Journal of Remote Sensing and GIS·2024· 1 citedOpen Access
Comparing geographic information systems-based fuzzy-analytic hierarchical process approach and artificial neural network to characterize soil erosion risk indexes
RENDICONTI LINCEI·2023· 4 cited
A new hybrid approach to assessing soil quality using neutrosophic fuzzy-AHP and support vector machine algorithm in sub-humid ecosystem
Journal of Mountain Science·2023· 6 cited
Determination of the Relationship between Rice Suitability Classes and Satellite Images with Different Time Series for Yeşil Küre Farm Lands
Yüzüncü Yıl Üniversitesi Tarım Bilimleri Dergisi·2022· 2 citedOpen Access
Digital mapping and spatial variability of soil quality ındex for desertification in the Akarçay Basin under the semi-arid terrestrial ecosystem using neutrosophic fuzzy-AHP approach
Natural Hazards·2022· 18 cited
Comparative approach for soil quality index based on spatial multi-criteria analysis and artificial neural network
Arabian Journal of Geosciences·2022· 10 cited
Arazi Örtüsü/Arazi Kullanım Değişimlerinin Farklı Zamanlı Landsat Uydu Görüntüleri ile Belirlenmesi: Çarşamba Delta Ovası Örneği
ÇOMÜ Ziraat Fakültesi Dergisi·2021· 14 citedOpen Access
Van Havzası İçerisinde Yer Alan Mera Arazilerinde SMAF Modeli Kullanılarak Toprak Kalitesinin Değerlendirilmesi
ANADOLU JOURNAL OF AGRICULTURAL SCIENCES·2021· 5 citedOpen Access
Arazi Örtüsü/Arazi Kullanım Değişimlerinin Farklı Zamanlı Landsat Uydu Görüntüleri ile Belirlenmesi: Çarşamba Delta Ovası Örneği
DergiPark (Istanbul University)·2021
Farklı Konumsal Çözünürlüğe Sahip Uydu Görüntüleri Kullanarak CORINE Arazi Örtüsü/Arazi Kullanım Sınıflarının Belirlenmesi
Türkiye Tarımsal Araştırmalar Dergisi·2020· 6 citedOpen Access
Bitki desenlerinin belirlenmesinde uzaktan algılamanın kullanılması
2019· 1 cited

Frequent Co-authors

Orhan Dengız(11), İnci Demırağ Turan(6), Sena Pacci(4), Barış Özkan(2), Mehmet Serhat Odabaş(2), Fikret Saygın(2), Endalamaw Dessie Alebachew(2), Pelin Alaboz(1), Mert Dedeoğlu(1), Orhan Dengiz(1), Wudu Abiye(1), Endalamaw Dessie Dessie Alebachew(1), Orhan Dengiz(1), Nurhan Mutlu(1), Salih Demirkaya(1), Abdurrahman AY(1), Alper Mutlu(1), Burcu Arslan(1), Yalçın Kaya(1), Bülent Başaran(1)