| Digital mapping of soil salinity in Ardakan region, central Iran R Taghizadeh-Mehrjardi, B Minasny, F Sarmadian, BP Malone Geoderma 213, 15-28, 2014 | 352 | 2014 |
| Digital mapping of soil organic carbon at multiple depths using different data mining techniques in Baneh region, Iran R Taghizadeh-Mehrjardi, K Nabiollahi, R Kerry Geoderma 266, 98–110, 2016 | 280 | 2016 |
| Assessing the effect of slope gradient and land use change on soil quality degradation through digital mapping of soil quality indices and soil loss rate K Nabiollahi, F Golmohamadi, R Taghizadeh-Mehrjardi, R Kerry, ... Geoderma 318, 16-28, 2018 | 252 | 2018 |
| Predicting and Mapping of Soil Organic Carbon Using Machine Learning Algorithms in Northern Iran M Emadi, R Taghizadeh-Mehrjardi, A Cherati, M Danesh, A Mosavi, ... Remote Sensing 12, 2234, 2020 | 229 | 2020 |
| Land suitability assessment and agricultural production sustainability using machine learning models R Taghizadeh-Mehrjardi, K Nabiollahi, L Rasouli, R Kerry, T Scholten Agronomy 10 (5), 573, 2020 | 202 | 2020 |
| Assessment of soil quality indices for salt-affected agricultural land in Kurdistan Province, Iran K Nabiollahi, R Taghizadeh-Mehrjardi, R Kerry, S Moradian Ecological Indicators 83, 482-494, 2017 | 180 | 2017 |
| Comparing data mining classifiers to predict spatial distribution of USDA-family soil groups in Baneh region, Iran R Taghizadeh-Mehrjardi, K Nabiollahi, B Minasny, J Triantafilis Geoderma 253, 67-77, 2015 | 155 | 2015 |
| Spatial prediction of soil organic carbon using machine learning techniques in western Iran H Mahmoudzadeh, HR Matinfar, R Taghizadeh-Mehrjardi, R Kerry Geoderma Regional, e00260, 2020 | 150 | 2020 |
| Improving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space R Taghizadeh-Mehrjardi, K Schmidt, A Amirian-Chakan, T Rentschler, ... Remote Sensing 12 (7), 1095, 2020 | 149 | 2020 |
| Development and Analysis of Soil Water Infiltration Global Database M Rahmati, L Weihermüller, J Vanderborght, YA Pachepsky, L Mao, ... Earth System Science Data 10, 1237–1263, 2018 | 147 | 2018 |
| Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates M Zeraatpisheh, Y Garosi, H Owliaie, R Taghizadeh-Mehrjardi, T Sholten, ... Catena 208, 105723, 2022 | 134 | 2022 |
| Conventional and Digital Soil Mapping in Iran: Past, Present, and Future M Zeraatpisheh, A Jafari, M Bagheri, S Ayoubi, R Taghizadeh-Mehrjardi, ... Catena 188, 104424, 2020 | 128 | 2020 |
| Investigation of the spatial and temporal variation of soil salinity using random forests in the central desert of Iran H Fathizad, MA Hakimzadeh, H Sodaiezadeh, R Kerry, ... Geoderma 365, 114233, 2020 | 102 | 2020 |
| Multi-task convolutional neural networks outperformed random forest for mapping soil particle size fractions in central Iran R Taghizadeh-Mehrjardi, M Mahdianpari, F Mohammadimanesh, ... Geoderma 376, 114552, 2020 | 98 | 2020 |
| PMT: new analytical framework for automated evaluation of geo-environmental modelling approaches O Rahmati, A Kornejady, M Samadi, RC Deo, C Conoscenti, L Lombardo, ... Science of the Total Environment 664, 296-311, 2019 | 98 | 2019 |
| Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models R Taghizadeh-Mehrjardi, K Schmidt, N Toomanian, B Heung, T Behrens, ... Geoderma 383, 114793, 2021 | 91 | 2021 |
| Evaluation of geostatistical techniques for mapping spatial distribution of soil pH, salinity and plant cover affected by environmental factors in Southern Iran ZM Mohammad, R Taghizadeh-Mehrjardi, A Akbarzadeh Notulae Scientia Biologicae 2 (4), 92-103, 2010 | 88 | 2010 |
| Enhancing the accuracy of machine learning models using the super learner technique in digital soil mapping R Taghizadeh-Mehrjardi, N Hamzehpour, M Hassanzadeh, M Ghebleh, ... Geoderma 399, 115108, 2021 | 85 | 2021 |
| Effects of drought stress and rewatering on antioxidant systems and relative water content in different growth stages of maize (Zea mays L.) hybrids M Goodarzian Ghahfarokhi, S Mansurifar, R Taghizadeh-Mehrjardi, ... Archives of Agronomy and Soil Science 61 (4), 493-506, 2015 | 79 | 2015 |
| Digital mapping of soil classes using decision tree and auxiliary data in the Ardakan region, Iran R Taghizadeh-Mehrjardi, F Sarmadian, B Minasny, J Triantafilis, M Omid Arid Land Research and Management 28 (2), 147-168, 2014 | 75 | 2014 |
Thomas ScholtenProfessor of Soil Science and GeomorphologyVerified email at uni-tuebingen.de
