Ruhollah Taghizadeh-Mehrjardi

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Ensemble machine learning approaches for estimating soil texture components in loess soils of Golestan Province.
Earth Sci. Informatics
Soraya Bandak, Abdolhossein Boali, Soraya Yaghobi, Ruhollah Taghizadeh-Mehrjardi
2024 J jnl
Assessment of Land Suitability Potential Using Ensemble Approaches of Advanced Multi-Criteria Decision Models and Machine Learning for Wheat Cultivation.
Remote. Sens.
Kamal Nabiollahi, Ndiye M. Kebonye, Fereshteh Molani, Mohammad Hossein Tahari-Mehrjardi, Ruhollah Taghizadeh-Mehrjardi, Hadi Shokati, Thomas Scholten
2024 J jnl
Exploring the Potential of PRISMA Satellite Hyperspectral Image for Estimating Soil Organic Carbon in Marvdasht Region, Southern Iran.
Remote. Sens.
Mehdi Golkar Amoli, Mahdi Hasanlou, Ruhollah Taghizadeh-Mehrjardi, Farhad Samadzadegan
2024 J jnl
Random Forest-Based Soil Moisture Estimation Using Sentinel-2, Landsat-8/9, and UAV-Based Hyperspectral Data.
Remote. Sens.
Hadi Shokati, Mahmoud Mashal, Aliakbar Noroozi, Ali Akbar Abkar, Saham Mirzaei, Zahra Mohammadi-Doqozloo, Ruhollah Taghizadeh-Mehrjardi, Pegah Khosravani, Kamal Nabiollahi, Thomas Scholten
2023 J jnl
Predictive performance of machine learning model with varying sampling designs, sample sizes, and spatial extents.
Ecol. Informatics
Abdelkrim Bouasria, Yassine Bouslihim, Surya Gupta, Ruhollah Taghizadeh-Mehrjardi, Tomislav Hengl
2023 J jnl
Transferability of Covariates to Predict Soil Organic Carbon in Cropland Soils.
Remote. Sens.
Tom Broeg, Michael Blaschek, Steffen Seitz, Ruhollah Taghizadeh-Mehrjardi, Simone Zepp, Thomas Scholten
2022 J jnl
A Comparison of Model Averaging Techniques to Predict the Spatial Distribution of Soil Properties.
Remote. Sens.
Ruhollah Taghizadeh-Mehrjardi, Hossein Khademi, Fatemeh Khayamim, Mojtaba Zeraatpisheh, Brandon Heung, Thomas Scholten
2022 J jnl
Digital Soil Texture Mapping and Spatial Transferability of Machine Learning Models Using Sentinel-1, Sentinel-2, and Terrain-Derived Covariates.
Remote. Sens.
Reza Mirzaeitalarposhti, Hossein Shafizadeh-Moghadam, Ruhollah Taghizadeh-Mehrjardi, Michael Scott Demyan
2021 J jnl
Bio-Inspired Hybridization of Artificial Neural Networks: An Application for Mapping the Spatial Distribution of Soil Texture Fractions.
Remote. Sens.
Ruhollah Taghizadeh-Mehrjardi, Mostafa Emadi, Ali Cherati, Brandon Heung, Amir Mosavi, Thomas Scholten
2021 J jnl
Optimization of Rain Gauge Networks for Arid Regions Based on Remote Sensing Data.
Remote. Sens.
Mona Morsy, Ruhollah Taghizadeh-Mehrjardi, Silas C. Michaelides, Thomas Scholten, Peter Dietrich, Karsten Schmidt
2021 J jnl
Spatio-Temporal Analysis of Heavy Metals in Arid Soils at the Catchment Scale Using Digital Soil Assessment and a Random Forest Model.
Remote. Sens.
Ruhollah Taghizadeh-Mehrjardi, Hassan Fathizad, Mohammad Ali Hakimzadeh Ardakani, Hamid Sodaiezadeh, Ruth Kerry, Brandon Heung, Thomas Scholten
2020 J jnl
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.
Ruhollah Taghizadeh-Mehrjardi, Karsten Schmidt, Alireza Amirian-Chakan, Tobias Rentschler, Mojtaba Zeraatpisheh, Fereydoon Sarmadian, Roozbeh Valavi, Naser Davatgar, Thorsten Behrens, Thomas Scholten
2020 J jnl
Predicting and Mapping of Soil Organic Carbon Using Machine Learning Algorithms in Northern Iran.
CoRR
Mostafa Emadi, Ruhollah Taghizadeh-Mehrjardi, Ali Cherati, Majid Danesh, Amir Mosavi, Thomas Scholten
2020 J jnl
Predicting and Mapping of Soil Organic Carbon Using Machine Learning Algorithms in Northern Iran.
Remote. Sens.
Mostafa Emadi, Ruhollah Taghizadeh-Mehrjardi, Ali Cherati, Majid Danesh, Amir Mosavi, Thomas Scholten
2017 J jnl
Comparison of different methods for reconstruction of instantaneous peak flow data.
Intell. Autom. Soft Comput.
Ali Fathzadeh, Azam Jaydari, Ruhollah Taghizadeh-Mehrjardi