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ORCIDRuhollah Taghizadeh-Mehrjardi
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2020 – today
- 2024
[j13]Hadi Shokati
, Mahmoud Mashal, Aliakbar Noroozi, Ali Akbar Abkar, Saham Mirzaei, Zahra Mohammadi-Doqozloo, Ruhollah Taghizadeh-Mehrjardi, Pegah Khosravani, Kamal Nabiollahi, Thomas Scholten:
Random Forest-Based Soil Moisture Estimation Using Sentinel-2, Landsat-8/9, and UAV-Based Hyperspectral Data. Remote. Sens. 16(11): 1962 (2024)- [j12]Mehdi Golkar Amoli, Mahdi Hasanlou, Ruhollah Taghizadeh-Mehrjardi, Farhad Samadzadegan:
Exploring the Potential of PRISMA Satellite Hyperspectral Image for Estimating Soil Organic Carbon in Marvdasht Region, Southern Iran. Remote. Sens. 16(12): 2149 (2024) - [j11]Kamal Nabiollahi, Ndiye M. Kebonye, Fereshteh Molani, Mohammad Hossein Tahari-Mehrjardi, Ruhollah Taghizadeh-Mehrjardi, Hadi Shokati, Thomas Scholten:
Assessment of Land Suitability Potential Using Ensemble Approaches of Advanced Multi-Criteria Decision Models and Machine Learning for Wheat Cultivation. Remote. Sens. 16(14): 2566 (2024) - 2023
- [j10]Abdelkrim Bouasria, Yassine Bouslihim, Surya Gupta, Ruhollah Taghizadeh-Mehrjardi, Tomislav Hengl:
Predictive performance of machine learning model with varying sampling designs, sample sizes, and spatial extents. Ecol. Informatics 78: 102294 (2023) - [j9]Tom Broeg, Michael Blaschek, Steffen Seitz, Ruhollah Taghizadeh-Mehrjardi, Simone Zepp, Thomas Scholten:
Transferability of Covariates to Predict Soil Organic Carbon in Cropland Soils. Remote. Sens. 15(4): 876 (2023) - 2022
- [j8]Ruhollah Taghizadeh-Mehrjardi, Hossein Khademi, Fatemeh Khayamim, Mojtaba Zeraatpisheh, Brandon Heung, Thomas Scholten:
A Comparison of Model Averaging Techniques to Predict the Spatial Distribution of Soil Properties. Remote. Sens. 14(3): 472 (2022) - [j7]Reza Mirzaeitalarposhti, Hossein Shafizadeh-Moghadam, Ruhollah Taghizadeh-Mehrjardi, Michael Scott Demyan:
Digital Soil Texture Mapping and Spatial Transferability of Machine Learning Models Using Sentinel-1, Sentinel-2, and Terrain-Derived Covariates. Remote. Sens. 14(23): 5909 (2022) - 2021
- [j6]Ruhollah Taghizadeh-Mehrjardi, Mostafa Emadi, Ali Cherati, Brandon Heung, Amir Mosavi, Thomas Scholten:
Bio-Inspired Hybridization of Artificial Neural Networks: An Application for Mapping the Spatial Distribution of Soil Texture Fractions. Remote. Sens. 13(5): 1025 (2021) - [j5]Ruhollah Taghizadeh-Mehrjardi, Hassan Fathizad, Mohammad Ali Hakimzadeh Ardakani, Hamid Sodaiezadeh, Ruth Kerry, Brandon Heung, Thomas Scholten:
Spatio-Temporal Analysis of Heavy Metals in Arid Soils at the Catchment Scale Using Digital Soil Assessment and a Random Forest Model. Remote. Sens. 13(9): 1698 (2021) - [j4]Mona Morsy, Ruhollah Taghizadeh-Mehrjardi, Silas C. Michaelides, Thomas Scholten, Peter Dietrich, Karsten Schmidt:
Optimization of Rain Gauge Networks for Arid Regions Based on Remote Sensing Data. Remote. Sens. 13(21): 4243 (2021) - 2020
- [j3]Ruhollah Taghizadeh-Mehrjardi, Karsten Schmidt, Alireza Amirian-Chakan, Tobias Rentschler, Mojtaba Zeraatpisheh, Fereydoon Sarmadian, Roozbeh Valavi, Naser Davatgar, Thorsten Behrens, Thomas Scholten:
Improving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space. Remote. Sens. 12(7): 1095 (2020) - [j2]Mostafa Emadi, Ruhollah Taghizadeh-Mehrjardi, Ali Cherati, Majid Danesh, Amir Mosavi, Thomas Scholten:
Predicting and Mapping of Soil Organic Carbon Using Machine Learning Algorithms in Northern Iran. Remote. Sens. 12(14): 2234 (2020) - [i1]Mostafa Emadi, Ruhollah Taghizadeh-Mehrjardi, Ali Cherati, Majid Danesh, Amir Mosavi, Thomas Scholten:
Predicting and Mapping of Soil Organic Carbon Using Machine Learning Algorithms in Northern Iran. CoRR abs/2007.12475 (2020)
2010 – 2019
- 2017
- [j1]Ali Fathzadeh, Azam Jaydari, Ruhollah Taghizadeh-Mehrjardi:
Comparison of different methods for reconstruction of instantaneous peak flow data. Intell. Autom. Soft Comput. 23(1): 41-49 (2017)
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