@Article{egusphere-2024-2081,
AUTHOR = {Wesselkamp, M. and Chantry, M. and Pinnington, E. and Choulga, M. and Boussetta, S. and Kalweit, M. and B\"odecker, J. and Dormann, C. F. and Pappenberger, F. and Balsamo, G.},
TITLE = {Advances in Land Surface Model-based Forecasting: A Comparison of LSTM, Gradient Boosting, and Feedforward Neural Networks as Prognostic State Emulators in a Case Study with ECLand},
JOURNAL = {EGUsphere},
VOLUME = {2024},
YEAR = {2024},
PAGES = {1--34},
URL = {https://egusphere.copernicus.org/preprints/2024/egusphere-2024-2081/},
DOI = {10.5194/egusphere-2024-2081}
}