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Fuat Kaya
Fuat Kaya
Isparta Uygulamalı Bilimler Üniversitesi/Isparta University of Applied Sciences
在 isparta.edu.tr 的电子邮件经过验证 - 首页
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引用次数
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年份
Assessing Machine Learning-Based Prediction under Different Agricultural Practices for Digital Mapping of Soil Organic Carbon and Available Phosphorus
F Kaya, A Keshavarzi, R Francaviglia, G Kaplan, L Başayiğit, M Dedeoğlu
Agriculture 12 (7), 1062, 2022
402022
Digital mapping of soil texture classes for efficient land management in the Piedmont plain of Iran
A Keshavarzi, MÁS del Árbol, F Kaya, Y Gyasi‐Agyei, J Rodrigo‐Comino
Soil Use and Management 38 (4), 1705-1735, 2022
282022
Assessment of the vegetation indices on Sentinel-2A images for predicting the soil productivity potential in Bursa, Turkey
M Dedeoğlu, L Başayiğit, M Yüksel, F Kaya
Environmental Monitoring and Assessment 192, 1-16, 2020
272020
Digital mapping for soil texture class prediction in northwestern Türkiye by different machine learning algorithms
F Kaya, L Başayiğit, A Keshavarzi, R Francaviglia
Geoderma Regional, 2022
212022
Spatial Prediction and Digital Mapping of Soil Texture Classes in a Floodplain Using Multinomial Logistic Regression
F Kaya, L Başayiğit
Intelligent and Fuzzy Techniques for Emerging Conditions and Digital …, 2021
162021
Predictive Mapping of Electrical Conductivity and Assessment of Soil Salinity in a Western Türkiye Alluvial Plain
F Kaya, C Schillaci, A Keshavarzi, L Başayiğit
Land 11 (12), 2148, 2022
152022
Machine learning for cation exchange capacity prediction in different land uses
G Mishra, MM Sulieman, F Kaya, R Francaviglia, A Keshavarzi, ...
CATENA 216, 106404, 2022
152022
Application of GIS-based machine learning algorithms for prediction of irrigational groundwater quality indices
MAA Mohammed, F Kaya, A Mohamed, S Alarifi, A Abdelrady, ...
Frontiers in Earth Science 11, 1274142, 2023
92023
Spatial prediction of soil micronutrients using machine learning algorithms integrated with multiple digital covariates
A Keshavarzi, F Kaya, L Başayiğit, Y Gyasi-Agyei, J Rodrigo-Comino, ...
Nutrient Cycling in Agroecosystems 127 (1), 137-153, 2023
82023
Combining Digital Covariates and Machine Learning Models to Predict the Spatial Variation of Soil Cation Exchange Capacity
F Kaya, G Mishra, R Francaviglia, A Keshavarzi
Land 12 (4), 819, 2023
72023
Using Machine Learning Algorithms for Mapping Soil Macronutrient Elements Variability with Digital Environmental Data in an Alluvial Plain
F Kaya, L Başayiğit
Artificial Intelligence and Smart Agriculture Applications 1, 2022
72022
Towards site-specific management of soil organic carbon: Comparing support vector machine and ordinary kriging approaches based on pedo-geomorphometric factors
SA De Caires, A Keshavarzi, EL Bottega, F Kaya
Computers and Electronics in Agriculture 216, 108545, 2024
52024
Application of Machine Learning Algorithms for Digital Mapping of Soil Salinity Levels and Assessing Their Spatial Transferability in Arid Regions
MM Sulieman, F Kaya, MA Elsheikh, L Başayiğit, R Francaviglia
Land 12 (9), 1680, 2023
42023
The Effect of Spatial Resolution of Environmental Variables on the Performance of Machine Learning Models in Digital Mapping of Soil Phosphorus
F Kaya, L Başayiğit
2022 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing …, 2022
32022
Land cover classification in an arid landscape of Iran using Landsat 8 OLI science products: Performance assessment of machine learning algorithms
A Keshavarzi, F Kaya, G Kaplan, L Başayiğit
4th Intercontinental Geoinformation Days (IGD) 1 (978-605-73805-7-9), 175-179, 2022
32022
Nitrogen-Use Efficiency in Maize (Zea mays L.) on Fluvisol Soils in Afgoi District, Southern Somalia
AA Mohamed, HN Ismaan, F Kaya, L Başayiğit, SA Siad
Asian Journal of Research in Crop Science 7 (4), 55-64, 2022
22022
Digital Mapping of Soil Organic Matter Using Open Source Accessible Products of ESA® in Arable Plain
F Kaya, L Başayiğit
ESA-ECMWF WORKSHOP Machine Learning for Earth System Observation and Prediction, 2021
22021
Digital Mapping of Soil Particle Size Distribution in an Alluvial Plain Using the Random Forest Algorithm
F Kaya, L Başayiğit
EGU General Assembly Conference Abstracts, EGU21-7828, 2021
22021
Spatial variability of some heavy metals in arid harrats soils: Combining machine learning algorithms and synthetic indexes based-multitemporal Landsat 8/9 to establish …
MM Sulieman, F Kaya, A Keshavarzi, AM Hussein, AS Al-Farraj, ...
CATENA 234, 107579, 2024
12024
State of art approaches, insights, and challenges for digital mapping of electrical conductivity as a dynamic soil property
F Kaya, C Ferhatoglu, YŞ Turgut, L Başayiğit
7th International Scientific Meeting as Soil Science Symposium on “Soil …, 2022
12022
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