Alireza Amirian‐Chakan

Improving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space

Ruhollah Taghizadeh‐Mehrjardi, Karsten Schmidt, Alireza Amirian‐Chakan et al. · Remote Sensing · 2020 · 199 citations · Full text

Engineering, Machine Learning, Neural Network +22

Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models

Ruhollah Taghizadeh‐Mehrjardi, Karsten Schmidt, Norair Toomanian et al. · Geoderma · 2020 · 118 citations

Precision Agriculture, Arid Regions, Engineering +11

Assessing agricultural salt-affected land using digital soil mapping and hybridized random forests

Kamal Nabiollahi, Ruhollah Taghizadeh‐Mehrjardi, Aram Shahabi et al. · Geoderma · 2020 · 93 citations

Precision Agriculture, Engineering, Hybridized Random Forests +15

Some practical aspects of predicting texture data in digital soil mapping

Alireza Amirian‐Chakan, Budiman Minasny, Ruhollah Taghizadeh‐Mehrjardi et al. · Soil and Tillage Research · 2019 · 70 citations

Cartography, Precision Agriculture, Image Analysis +13

Digital Mapping of Soil Classes Using Ensemble of Models in Isfahan Region, Iran

Ruhollah Taghizadeh‐Mehrjardi, Budiman Minasny, Norair Toomanian et al. · Soil Systems · 2019 · 48 citations · Full text

Precision Agriculture, Engineering, Geomorphology +21