Ruhollah Taghizadeh-Mehrjardi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Machine Learning

Spatial Distribution

Top Venues

Intell. Autom. Soft Comput.

Ecol. Informatics

Publications

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) (2024)
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) (2024)
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) (2024)
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 (2023)
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) (2023)
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) (2022)
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) (2022)
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) (2021)
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) (2021)
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) (2021)
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) (2020)
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) (2020)
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 (2020)
Ali Fathzadeh, Azam Jaydari, Ruhollah Taghizadeh-Mehrjardi
Comparison of different methods for reconstruction of instantaneous peak flow data. Intell. Autom. Soft Comput. 23 (1) (2017)