Thomas Scholten

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Machine Learning

Spatial Distribution

Top Venues

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)
Nafiseh Kakhani, Setareh Alamdar, Ndiye Michael Kebonye, Meisam Amani, Thomas Scholten
Uncertainty Quantification of Soil Organic Carbon Estimation from Remote Sensing Data with Conformal Prediction. Remote. Sens. 16 (3) (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)
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)
Jannik Thümmel, Matthias Karlbauer, Sebastian Otte, Christiane Zarfl, Georg Martius, Nicole Ludwig, Thomas Scholten, Ulrich Friedrich, Volker Wulfmeyer, Bedartha Goswami, Martin V. Butz
Inductive biases in deep learning models for weather prediction. CoRR (2023)
Nafiseh Kakhani, Moien Rangzan, Ali Jamali, Sara Attarchi, Seyed Kazem Alavipanah, Thomas Scholten
SoilNet: An Attention-based Spatio-temporal Deep Learning Framework for Soil Organic Carbon Prediction with Digital Soil Mapping in Europe. CoRR (2023)
Mona Morsy, Silas C. Michaelides, Thomas Scholten, Peter Dietrich
Monitoring and Integrating the Changes in Vegetated Areas with the Rate of Groundwater Use in Arid Regions. Remote. Sens. 14 (22) (2022)
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)
Mona Morsy, Thomas Scholten, Silas C. Michaelides, Erik Borg, Youssef Sherief, Peter Dietrich
Comparative Analysis of TMPA and IMERG Precipitation Datasets in the Arid Environment of El-Qaa Plain, Sinai. Remote. Sens. 13 (4) (2021)
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)
Matthias Karlbauer, Tobias Menge, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
Latent State Inference in a Spatiotemporal Generative Model. ICANN (4) (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)
Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
Inferring, Predicting, and Denoising Causal Wave Dynamics. CoRR (2020)
Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
Inferring, Predicting, and Denoising Causal Wave Dynamics. ICANN (1) (2020)
Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction. ESANN (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)
Matthias Karlbauer, Tobias Menge, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
Hidden Latent State Inference in a Spatio-Temporal Generative Model. CoRR (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)
Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction. CoRR (2019)