Miraç Kılıç

Multispectral UAV and satellite images for digital soil modeling with gradient descent boosting and artificial neural network

Turgay Dindaroğlu, Miraç Kılıç, Elif Günal et al. · Earth Science Informatics · 2022 · 18 citations

Image Analysis, Engineering, Soil Classification +10

Improvement of spatial estimation for soil organic carbon stocks in Yuksekova plain using Sentinel 2 imagery and gradient descent–boosted regression tree

Mesut Budak, Elif Günal, Miraç Kılıç et al. · Environmental Science and Pollution Research · 2023 · 18 citations · Full text

Combining spatial autocorrelation with artificial intelligence models to estimate spatial distribution and risks of heavy metal pollution in agricultural soils

Elif Günal, Mesut Budak, Miraç Kılıç et al. · Environmental Monitoring and Assessment · 2023 · 15 citations

Quantitative Spatial Model, Pollution Detection, Environmental Monitoring +11

An illustration of a sustainable agricultural land suitability assessment system with a land degradation sensitivity

Miraç Kılıç, Recep Gündoğan, Hikmet Günal · Environment Development and Sustainability · 2023 · 15 citations

Precision Agriculture, Engineering, Land Use +14

Accuracy Assessment of Kriging, artificial neural network, and a hybrid approach integrating spatial and terrain data in estimating and mapping of soil organic carbon

Miraç Kılıç, Recep Gündoğan, Hikmet Günal et al. · PLoS ONE · 2022 · 11 citations · Full text