Levent Başayığıt

Isparta University of Applied Sciences — Turkey

Environmental Science · Physical Sciences

11h-index416citations81works8.02yr avg
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Research Topics

Soil and Land Suitability Analysis(19), Soil Geostatistics and Mapping(15), Spectroscopy and Chemometric Analyses(14), Agricultural and Rural Development Research(14), Remote Sensing in Agriculture(12)

Publications81 total

Post-fire erosion dynamics in the Dim River Basin: a remote sensing and Google Earth Engine approach
Fire Ecology·2025· 3 citedOpen Access
Digital Mapping Burn Severity in Agricultural and Forestry Land over a Half-Decade Using Sentinel Satellite Images on the Google Earth Engine Platform: A Case Study in Isparta Province
Trees Forests and People·2024· 9 citedOpen Access
Yield prediction models of organic oil rose farming with agricultural unmanned aerial vehicles (UAVs) images and machine learnaing algorithms
Remote Sensing Applications Society and Environment·2024· 12 cited
Soil Loss Models for Somalia
Türk Bilim ve Mühendislik Dergisi·2023· 1 citedOpen Access
Application of Machine Learning Algorithms for Digital Mapping of Soil Salinity Levels and Assessing Their Spatial Transferability in Arid Regions
Land·2023· 17 citedOpen Access
Spatial prediction of soil micronutrients using machine learning algorithms integrated with multiple digital covariates
Nutrient Cycling in Agroecosystems·2023· 25 citedOpen Access
Review of the usage of LUCAS soil data for soil modeling and mapping via bibliometric analysis
2023Open Access
Digital mapping of WRB soil classes using linear and non-linear classification-based machine learning algorithms and integration of confusion index in knowledge discovery
2023· 1 citedOpen Access
Predictive Mapping of Electrical Conductivity and Assessment of Soil Salinity in a Western Türkiye Alluvial Plain
Land·2022· 32 citedOpen Access
Nitrogen-Use Efficiency in Maize (Zea mays L.) on Fluvisol Soils in Afgoi District, Southern Somalia
Asian Journal of Research in Crop Science·2022· 1 citedOpen Access
Spatial prediction of soil micronutrients using machine learning algorithms integrated with multiple digital covariates
Research Square (Research Square)·2022· 4 citedOpen Access
Digital mapping for soil texture class prediction in northwestern Türkiye by different machine learning algorithms
Geoderma Regional·2022· 32 cited
Assessing Machine Learning-Based Prediction under Different Agricultural Practices for Digital Mapping of Soil Organic Carbon and Available Phosphorus
Agriculture·2022· 70 citedOpen Access
Using Machine Learning Algorithms to Mapping of the Soil Macronutrient Elements Variability with Digital Environmental Data in an Alluvial Plain
Auerbach Publications eBooks·2022· 8 cited
The Effect of Spatial Resolution of Environmental Variables on the Performance of Machine Learning Models in Digital Mapping of Soil Phosphorus
2022· 4 cited
Ecological modelling of potential Isparta Rosa areas (Rosa damascena Mill.)
Industrial Crops and Products·2021· 11 cited
Fizyografyadaki Değişimin Profil Gelişimine ve Toprak Özellikleri Üzerine Etkisi
Türkiye Tarımsal Araştırmalar Dergisi·2021· 5 citedOpen Access
Kısıtlı Sulama Uygulamalarının İHA Multispektral Algılamaya Dayalı Vejetasyon İndekslerine Etkisi
Yüzüncü Yıl Üniversitesi Tarım Bilimleri Dergisi·2021· 2 citedOpen Access
Spatial Prediction and Digital Mapping of Soil Texture Classes in a Floodplain Using Multinomial Logistic Regression
Lecture notes in networks and systems·2021· 11 cited
Gıda Katkı Maddelerinin İstihale Yönünden Değerlendirilmesi
Helal ve Etik Araştırmalar Dergisi·2020
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Frequent Co-authors

Mert Dedeoğlu(13), Fuat Kaya(12), Sinan Demir(11), Ali Keshavarzi(5), Pelin Alaboz(4), Rosa Francaviglia(3), Sebahattın Albayrak(3), H. Senol(3), Suat Şenol(3), Ural Dinç(3), Ahmet Ali Işıldar(3), Metin Müjdeci(3), Mahmut Yüksel(2), Yeboah Gyasi‐Agyei(2), Jesús Rodrigo‐Comino(2), Andrés Caballero‐Calvo(2), Hüseyin Akgül(2), Rabia Ersan(2), Hasan Hüseyin Özaytekin(2), Hüseyin Şenol(2)