Thomas Scholten

25 papers B 1C 1Journal 21Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Machine learning applications in archaeological practices: a review.
CoRR
Mathias Bellat, Jordy D. Orellana Figueroa, Jonathan S. Reeves, Mohammad Hossein Tahari-Mehrjardi, Claudio Tennie, Thomas Scholten
2024 C conf
Advanced Prediction of Soil Organic Carbon: A Hybrid Transformer Network with Cost-Sensitive Learning Using Remote Sensing and Climate Data.
IGARSS
Nafiseh Kakhani, Michael Mommert, Thomas Scholten
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
Machine Learning Enhances Soil Aggregate Stability Mapping for Effective Land Management in a Semi-Arid Region.
Remote. Sens.
Pegah Khosravani, Ali Akbar Moosavi, Majid Baghernejad, Ndiye M. Kebonye, Seyed Roohollah Mousavi, Thomas Scholten
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
2024 J jnl
SSL-SoilNet: A Hybrid Transformer-Based Framework With Self-Supervised Learning for Large-Scale Soil Organic Carbon Prediction.
IEEE Trans. Geosci. Remote. Sens.
Nafiseh Kakhani, Moien Rangzan, Ali Jamali, Sara Attarchi, Seyed Kazem Alavipanah, Michael Mommert, Nikolaos Tziolas, Thomas Scholten
2024 J jnl
Uncertainty Quantification of Soil Organic Carbon Estimation from Remote Sensing Data with Conformal Prediction.
Remote. Sens.
Nafiseh Kakhani, Setareh Alamdar, Ndiye Michael Kebonye, Meisam Amani, Thomas Scholten
2023 J jnl
Inductive biases in deep learning models for weather prediction.
CoRR
Jannik Thümmel, Matthias Karlbauer, Sebastian Otte, Christiane Zarfl, Georg Martius, Nicole Ludwig, Thomas Scholten, Ulrich Friedrich, Volker Wulfmeyer, Bedartha Goswami, Martin V. Butz
2023 J jnl
SoilNet: An Attention-based Spatio-temporal Deep Learning Framework for Soil Organic Carbon Prediction with Digital Soil Mapping in Europe.
CoRR
Nafiseh Kakhani, Moien Rangzan, Ali Jamali, Sara Attarchi, Seyed Kazem Alavipanah, Thomas Scholten
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
Monitoring and Integrating the Changes in Vegetated Areas with the Rate of Groundwater Use in Arid Regions.
Remote. Sens.
Mona Morsy, Silas C. Michaelides, Thomas Scholten, Peter Dietrich
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
Comparative Analysis of TMPA and IMERG Precipitation Datasets in the Arid Environment of El-Qaa Plain, Sinai.
Remote. Sens.
Mona Morsy, Thomas Scholten, Silas C. Michaelides, Erik Borg, Youssef Sherief, Peter Dietrich
2021 — conf
Latent State Inference in a Spatiotemporal Generative Model.
ICANN (4)
Matthias Karlbauer, Tobias Menge, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
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 B conf
A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction.
ESANN
Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
2020 J jnl
Hidden Latent State Inference in a Spatio-Temporal Generative Model.
CoRR
Matthias Karlbauer, Tobias Menge, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
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 — conf
Inferring, Predicting, and Denoising Causal Wave Dynamics.
ICANN (1)
Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
2020 J jnl
Inferring, Predicting, and Denoising Causal Wave Dynamics.
CoRR
Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz
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
2019 J jnl
A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction.
CoRR
Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch, Thomas Scholten, Volker Wulfmeyer, Martin V. Butz