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Profile
| Academic position | Lecturer, Assistant Professor, Researcher |
|---|---|
| Research fields | Soil Sciences,Urbanism, Spatial Planning, Transportation and Infrastructure Planning, Landscape Planning |
| Keywords | Soil Quality, Legacy Data, 3D Modelling, Desertification, Pedometrics |
| Honours and awards | 2017: Alexander Humboldt Postdoctoral Fellowship 2016: Research Assistant, South Dakota State University, USA 2012: Internship, The University of Sydney, Australia 2008: Full Scholarship to pursue a Ph.D., Ministry of Science and Technology of Iran |
Current contact address
| Country | Iran |
|---|---|
| City | Ardakan |
| Institution | University of Ardakan |
| Institute | Department of Agriculture and Natural Resources |
Host during sponsorship
| Prof. Dr. Thomas Scholten | Lehrstuhl Physische Geographie und Bodenkunde, Eberhard Karls Universität Tübingen, Tübingen |
|---|---|
| Start of initial sponsorship | 01/11/2017 |
Programme(s)
| 2015 | Georg Forster Research Fellowship Programme for Postdocs |
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Publications (partial selection)
| 2020 | M Zeraatpisheh, A Jafari, M Bagheri, S Ayoubi, R Taghizadeh-Mehrjardi, N Toomanian, R Kerry, M Xu : Conventional and Digital Soil Mapping in Iran: Past, Present, and Future. In: Catena, 2020, 104424 |
|---|---|
| 2020 | R Taghizadeh-Mehrjardi, K Schmidt, A Amirian-Chakan, T Rentschler, M Zeraatpisheh, F Sarmadian, R Valavi, N Davatgar, T Behrens, T Scholten : Improving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space . In: Remote Sensing , 2020, 1095 |
| 2020 | H Fathizad, MA Hakimzadeh, H Sodaiezadeh, R Kerry, R Taghizadeh-Mehrjardi : Investigation of the spatial and temporal variation of soil salinity using random forests in the central desert of Iran. In: Geoderma, 2020, 114233 |
| 2020 | R Taghizadeh-Mehrjardi, K Nabiollahi, L Rasouli, R Kerry, T Scholten : Land suitability assessment and agricultural production sustainability using machine learning models . In: Agronomy, 2020, 573 |
| 2020 | Taghizadeh-Mehrjardi, R and Mahdianpari, M and Mohammadimanesh, F and Behrens, T and Toomanian, N and Scholten, T and Schmidt, K: Multi-task convolutional neural networks outperformed random forest for mapping soil particle size fractions in central Iran. In: Geoderma, 376, 2020, 114552 |
| 2020 | R Taghizadeh-Mehrjardi, M Mahdianpari, F Mohammadimanesh, T Behrens, N Toomanian, T Scholten, K Schmidt : Multi-task convolutional neural networks outperformed random forest for mapping soil particle size fractions in central Iran . In: Geoderma, 2020, |
| 2020 | M Emadi, R Taghizadeh-Mehrjardi, A Cherati, M Danesh, A Mosavi, T Sholten : Predicting and Mapping of Soil Organic Carbon Using Machine Learning Algorithms in Northern Iran . In: Remote Sensing , 2020, 2234 |
| 2020 | AA Zolfaghari, Meysam Abolkheiryana, AA Soltani Toularoud, R Taghizadeh-Mehrjardi, AO Weldeyohannese : Prediction of Soil Macronutrients using fractal parameters and Artificial Intelligence Methods . In: Spanish Journal of Agricultural Research , 2020, |
| 2020 | H Mahmoudzadeh, HR Matinfar, R Taghizadeh-Mehrjardi, R Kerry : Spatial prediction of soil organic carbon using machine learning techniques in western Iran . In: Geoderma Regional , 2020, e00260 |
| 2020 | H Fathizad, MA Hakimzadeh, B Heung, H Sodaiezadeh, A Rahmani, H Fathabadi, T Scholten, R Taghizadeh-Mehrjardi : Spatio-temporal dynamic of soil quality in the Central Iranian desert modeled with Machine Learning and Digital Soil Assessment techniques . In: Ecological Indicator , 2020, |
| 2019 | Ruhollah Taghizadeh-Mehrjardi, Masoud Mahdianpari, Fariba Mohammadimanesh, Norair Toomanian, Thorsten Behrens, Thomas Scholten, Karsten Schmidt: A novel convolutional neural network for digital soil mapping . EGU General Assembly. 2019. |
| 2019 | R TaghizadehMehrjardi, B Minasny, N Toomanian, M Zeraatpisheh, A Amirian, J Triantafilis : Digital Mapping of Soil Classes using Ensemble of Models in Isfahan Region, Iran. In: Soil Systems, 2019, |
| 2019 | R Taghizadeh-Mehrjardi : Digital mapping of soil functions using machine learning methods in Iran . 9th Bonn Humboldt Award Winners Forum Frontiers in Biogeography, Ecology, Anthropology, and Evolution . 2019. |
| 2019 | M Jamshidi, M.A Delavar, R Taghizadeh-Mehrjardi, C Brungard : Disaggregation of conventional soil map by generating multi realizations of soil class distribution (case study: Saadat Shahr plain, Iran). In: Environmental Monitoring and Assessment , 2019, 769 |
| 2019 | R Taghizadeh-Mehrjardi, K Schmidt, K Nabiollahi, L Rasoli, T Scholten : Machine learning and land suitability assessment for irrigated wheat crop in Kurdistan, Iran . The Joined Annual Meeting of the Soil Science Society of Switzerland and the German Soil Science Society . 2019. |
| 2019 | Ruhollah Taghizadeh-Mehrjardi, Arun Bawa, Sandeep Kumar, Mojtaba Zeraatpisheh, Alireza Amirian, Ali Akbarzadeh: Soil Erosion Spatial Prediction using Digital Soil Mapping and RUSLE methods for Big Sioux River Watershed . In: Soil Systems, 2019, 43 |
| 2019 | Z Avazpoor, M Moradi, R Basiri, J Mirzaei, R Taghizadeh-Mehrjardi, R Kerry : Soil enzyme activity variations in riparian forests in relation to plant species and soil depth . In: Arabian Journal of Geosciences , 2019, 708 |
| 2019 | Ruhollah Taghizadeh-Mehrjardi (1,4), Karsten Schmidt (1,5), Mojtaba Zeraatpisheh (2), Thorsten Behrens (1), Roozbeh Valavi (3), Thomas Scholten (1,5): Soil organic carbon mapping using state-of-the-art machine learning algorithms and deep neural networks in different climatic regions of Iran. EGU General Assembly. 2019. |
| 2019 | A Amirian-Chakan, B Minasny, R Taghizadeh-Mehrjardi : Some practical aspects of predicting texture data in digital soil mapping . In: Soil & Tillage Research, 2019, 104289 |
| 2019 | R Taghizadeh-Mehrjardi, K Schmidt, K Eftekhari, T Behrens, M Jamshidi, N Davatgaar, N Toomanian, T Scholten : Synthetic resampling strategies and machine learning for digital soil mapping in Iran . In: European Journal of Soil Science , 2019, |
| 2019 | E Mehrabi-Gohari, H.R Matinfar, A Jafari, R Taghizadeh-Mehrjardi, J Triantafilis : The Spatial Prediction of Soil Texture Fractions in Arid Regions of Iran . In: Soil Systems , 2019, 65 |
| R Taghizadeh-Mehrjardi, K Schmidt, K Eftekhari, T Scholten : Digital mapping of WRB-soil classes in Iran using random forest prediction model . In: EGU General Assembly Conference Abstracts 20, 19108 , , | |
| R Taghizadeh-Mehrjardi, K Schmidt, K Eftekhari, T Rentschler, T Scholten : Updating the categorical soil map of Iran using limited soil legacy data. In: 21st World Congress of Soil Science , , | |
| R Taghizadeh-Mehrjardi, K Schmidt, T Scholten : Water Management System in Qanat. An example of Yazd (Iran) . In: International Conference on Underwater Archaeology , , |