Thomas Gaiser

16 papers Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
AgriPINN: A Process-Informed Neural Network for Interpretable and Scalable Crop Biomass Prediction Under Water Stress.
CoRR
Yue Shi, Liangxiu Han, Xin Zhang, Tam Sobeih, Thomas Gaiser, Nguyen Huu Thuy, Dominik Behrend, Amit Kumar Srivastava, Krishnagopal Halder, Frank Ewert
2025 J jnl
AMPSOM: A measureable pool soil organic carbon and nitrogen model for arable cropping systems.
Environ. Model. Softw.
Inès Astrid Tougma, Marijn Van de Broek, Johan Six, Thomas Gaiser, Maire Holz, Isabel Zentgraf, Heidi Webber
2025 J jnl
Deep Learning Meets Process-Based Models: A Hybrid Approach to Agricultural Challenges.
CoRR
Yue Shi, Liangxiu Han, Xin Zhang, Tam Sobeih, Thomas Gaiser, Nguyen Huu Thuy, Dominik Behrend, Amit Kumar Srivastava, Krishnagopal Halder, Frank Ewert
2024 J jnl
Comparison of predictive modeling approaches to estimate soil erosion under spatially heterogeneous field conditions.
Environ. Model. Softw.
Ahsan Raza, Murilo dos Santos Vianna, Seyed Hamid Ahmadi, Muhammad Habiburrahman, Thomas Gaiser
2024 J jnl
Integration of UAV-sensed features using machine learning methods to assess species richness in wet grassland ecosystems.
Ecol. Informatics
Clara Oliva Gonçalves Bazzo, Bahareh Kamali, Murilo dos Santos Vianna, Dominik Behrend, Hubert Hueging, Inga Schleip, Paul Mosebach, Almut Haub, Axel Behrendt, Thomas Gaiser
2024 J jnl
Quest to find compromised spatial and temporal resolutions for integrating remote sensing data with an agro-ecosystem model for grasslands.
Int. J. Appl. Earth Obs. Geoinformation
Bahareh Kamali, Seyed Hamid Ahmadi, Thomas Gaiser, Marion Buddeberg, Claas Nendel
2023 J jnl
A Review of Estimation Methods for Aboveground Biomass in Grasslands Using UAV.
Remote. Sens.
Clara Oliva Gonçalves Bazzo, Bahareh Kamali, Christoph Hütt, Georg Bareth, Thomas Gaiser
2023 J jnl
Enhancing short-term forecasting of daily precipitation using numerical weather prediction bias correcting with XGBoost in different regions of China.
Eng. Appl. Artif. Intell.
Jianhua Dong, Wenzhi Zeng, Lifeng Wu, Jiesheng Huang, Thomas Gaiser, Amit Kumar Srivastava
2022 J jnl
Simulating root length density dynamics of sunflower in saline soils based on machine learning.
Comput. Electron. Agric.
Lifeng Wu, Wenzhi Zeng, Guoqing Lei, Tao Ma, Jingwei Wu, Jiesheng Huang, Thomas Gaiser, Amit Kumar Srivastava
2021 J jnl
Comparison of Machine Learning Methods for Predicting Winter Wheat Yield in Germany.
CoRR
Amit Kumar Srivastava, Nima Safaei, Saeed Khaki, Gina Lopez, Wenzhi Zeng, Frank Ewert, Thomas Gaiser, Jaber Rahimi
2021 J jnl
Simulating the Leaf Area Index of Rice from Multispectral Images.
Remote. Sens.
Shenzhou Liu, Wenzhi Zeng, Lifeng Wu, Guoqing Lei, Haorui Chen, Thomas Gaiser, Amit Kumar Srivastava
2021 J jnl
The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise.
Environ. Model. Softw.
Daniel Wallach, Taru Palosuo, Peter J. Thorburn, Zvi Hochman, Emmanuelle Gourdain, Fety Andrianasolo, Senthold Asseng, Bruno Basso, Samuel Buis, Neil Crout, Camilla Dibari, Benjamin Dumont, Roberto Ferrise, Thomas Gaiser, Cecile Garcia, Sebastian Gayler, Afshin Ghahramani, Santosh Hiremath, Steven Hoek, Heidi Horan, Gerrit Hoogenboom, Mingxia Huang, Mohamed Jabloun, Per-Erik Jansson, Qi Jing, Eric Justes, Kurt Christian Kersebaum, Anne Klosterhalfen, Marie Launay, Elisabet Lewan, Qunying Luo, Bernardo Maestrini, Henrike Mielenz, Marco Moriondo, Hasti Narimanzadeh, Gloria Padovan, Jørgen Eivind Olesen, Arne Poyda, Eckart Priesack, Johannes W. M. Pullens, Budong Qian, Niels Schütze, Vakhtang Shelia, Amir Souissi, Xenia Specka, Amit Kumar Srivastava, Tommaso Stella, Thilo Streck, Giacomo Trombi, Evelyn Wallor, Jing Wang, Tobias K. D. Weber, Lutz Weihermüller, Allard de Wit, Thomas Wöhling, Liujun Xiao, Chuang Zhao, Yan Zhu, Sabine J. Seidel
2020 J jnl
How Do Methods Assimilating Sentinel-2-Derived LAI Combined with Two Different Sources of Soil Input Data Affect the Crop Model-Based Estimation of Wheat Biomass at Sub-Field Level?
Remote. Sens.
Andreas Tewes, Holger Hoffmann, Manuel Nolte, Gunther Krauss, Fabian Schäfer, Christian Kerkhoff, Thomas Gaiser
2016 J jnl
Simulating canopy temperature for modelling heat stress in cereals.
Environ. Model. Softw.
Heidi Webber, Frank Ewert, B. A. Kimball, Stefan Siebert, Jeffrey W. White, G. W. Wall, M. J. Ottman, D. N. A. Trawally, Thomas Gaiser
2015 J jnl
Analysis and classification of data sets for calibration and validation of agro-ecosystem models.
Environ. Model. Softw.
Kurt Christian Kersebaum, Kenneth J. Boote, J. S. Jorgenson, Claas Nendel, Marco Bindi, C. Frühauf, Thomas Gaiser, Gerrit Hoogenboom, C. Kollas, Jørgen Eivind Olesen, Reimund P. Rötter, Françoise Ruget, Peter J. Thorburn, Marián Trnka, Martin Wegehenkel
2015 J jnl
Crop modelling for integrated assessment of risk to food production from climate change.
Environ. Model. Softw.
Frank Ewert, Reimund P. Rötter, Marco Bindi, Heidi Webber, Marián Trnka, Kurt Christian Kersebaum, Jørgen Eivind Olesen, Martin K. van Ittersum, Sander Janssen, M. Rivington, Mikhail A. Semenov, Daniel Wallach, John R. Porter, D. Stewart, Jan Verhagen, Thomas Gaiser, Taru Palosuo, Fulu Tao, Claas Nendel, Pier Paolo Roggero, L. Bartosová, Senthold Asseng