| Digital mapping of soil properties using multiple machine learning in a semi-arid region, central Iran M Zeraatpisheh, S Ayoubi, A Jafari, S Tajik, P Finke Geoderma 338, 445-452, 2019 | 324 | 2019 |
| Assessing the effects of deforestation and intensive agriculture on the soil quality through digital soil mapping M Zeraatpisheh, E Bakhshandeh, M Hosseini, SM Alavi Geoderma 363, 114139, 2020 | 163 | 2020 |
| Comparing the efficiency of digital and conventional soil mapping to predict soil types in a semi-arid region in Iran M Zeraatpisheh, S Ayoubi, A Jafari, P Finke Geomorphology 285, 186-204, 2017 | 159 | 2017 |
| 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 | 157 | 2020 |
| Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates M Zeraatpisheh, Y Garosi, HR Owliaie, S Ayoubi, R Taghizadeh-Mehrjardi, ... Catena 208, 105723, 2022 | 146 | 2022 |
| Digital mapping of soil organic carbon using ensemble learning model in Mollisols of Hyrcanian forests, northern Iran S Tajik, S Ayoubi, M Zeraatpisheh Geoderma Regional 20, e00256, 2020 | 133 | 2020 |
| Conventional and digital soil mapping in Iran: Past, present, and future M Zeraatpisheh, A Jafari, MB Bodaghabadi, S Ayoubi, ... Catena 188, 104424, 2020 | 128 | 2020 |
| Remote sensing of soil degradation: Progress and perspective J Wang, J Zhen, W Hu, S Chen, I Lizaga, M Zeraatpisheh, X Yang International Soil and Water Conservation Research 11 (3), 429-454, 2023 | 117 | 2023 |
| Erodibility of calcareous soils as influenced by land use and intrinsic soil properties in a semiarid region of central Iran S Ayoubi, J Mokhtari, MR Mosaddeghi, M Zeraatpisheh Environmental monitoring and assessment 190, 1-12, 2018 | 91 | 2018 |
| Spatial prediction of soil aggregate stability and soil organic carbon in aggregate fractions using machine learning algorithms and environmental variables M Zeraatpisheh, S Ayoubi, Z Mirbagheri, MR Mosaddeghi, M Xu Geoderma Regional 27, e00440, 2021 | 86 | 2021 |
| Land use change effects on soil quality and biological fertility: A case study in northern Iran E Bakhshandeh, M Hossieni, M Zeraatpisheh, R Francaviglia European Journal of Soil Biology 95, 103119, 2019 | 74 | 2019 |
| Carbon stock and mineral factors controlling soil organic carbon in a climatic gradient, Golestan province M Zeraatpishe, F Khormali Journal of soil science and plant nutrition 12 (4), 637-654, 2012 | 56 | 2012 |
| Digital Mapping of Soil Classes using Ensemble of Models in Isfahan Region, Iran JT R Taghizadeh–Mehrjardi, B Minasny, N Toomanian, M Zeraatpisheh, A Amirian Soil Systems 3 (2), 37, 2019 | 53 | 2019 |
| Disaggregating and updating a legacy soil map using DSMART, fuzzy c-means and k-means clustering algorithms in Central Iran M Zeraatpisheh, S Ayoubi, CW Brungard, P Finke Geoderma 340, 249-258, 2019 | 51 | 2019 |
| High resolution middle eastern soil attributes mapping via open data and cloud computing RR Poppiel, JAM Demattê, NA Rosin, LR Campos, M Tayebi, BR Bonfatti, ... Geoderma 385, 114890, 2021 | 49 | 2021 |
| Determining the spatial distribution of soil properties using the environmental covariates and multivariate statistical analysis: a case study in semi-arid regions of Iran M Zeraatpisheh, S Ayoubi, M Sulieman, J Rodrigo-Comino Journal of arid land 11, 551-566, 2019 | 48 | 2019 |
| A comparative analysis of data mining techniques for agricultural and hydrological drought prediction in the eastern Mediterranean S Mohammed, A Elbeltagi, B Bashir, K Alsafadi, F Alsilibe, A Alsalman, ... Computers and Electronics in Agriculture 197, 106925, 2022 | 47 | 2022 |
| Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning S Naimi, S Ayoubi, JAM Demattê, M Zeraatpisheh, MTA Amorim, ... Geocarto International 37 (25), 8230-8253, 2022 | 45 | 2022 |
| Digital mapping of soil invertebrates using environmental attributes in a deciduous forest ecosystem S Tajik, S Ayoubi, H Shirani, M Zeraatpisheh Geoderma 353, 252-263, 2019 | 45 | 2019 |
| A wind tunnel experiment to investigate the effect of polyvinyl acetate, biochar, and bentonite on wind erosion control Z Feizi, S Ayoubi, MR Mosaddeghi, AA Besalatpour, M Zeraatpisheh, ... Archives of Agronomy and Soil Science 65 (8), 1049-1062, 2019 | 42 | 2019 |
Professor Shamsollah AyoubiProfessor of Soil Science, Isfahan University of TechnologyVerified email at cc.iut.ac.ir
