Date PublishedDetails
19/02/2025

Wesselkamp, M., Chantry, M., Pinnington, E., Choulga, M., Boussetta, S., Kalweit, M., Bödecker, J., Dormann, C. F., Pappenberger, F., and Balsamo, G.: Advances in land surface forecasting: a comparison of LSTM, gradient boosting, and feed-forward neural networks as prognostic state emulators in a case study with ecLand, Geosci. Model Dev., 18, 921–937, https://doi.org/10.5194/gmd-18-921-2025, 2025.

15/7/2024

Towards unified land data assimilation at ECMWF: Soil and snow temperature analysis in the SEKF - Herbert - Quarterly Journal of the Royal Meteorological Society - Wiley Online Library

https://doi.org/10.1002/qj.4808

26/6/2025

Day, J.J., Vitart, F., Stockdale, T. et al. Soil-moisture-atmosphere coupling hotspots and their representation in seasonal forecasts of boreal summer. Clim Dyn 63, 275 (2025)

https://doi.org/10.1007/s00382-025-07753-1

29/09/2025

G. F. Narváez-Campo and C. Ardilouze: Seasonal streamflow forecast using a fully coupled 

global climate model. Volume 29, issue 18 HESS, 29, 4739–4759, 2025

https://doi.org/10.5194/hess-29-4739-2025

01/10/2025

Iris de Gélis, C. Prigent, C. Jimenez and M. Sandells 

Forward modelling of passive microwave emissivities over snow-covered areas at continental scale.

Remote Sensing of Environment Volume 328, 1 October 2025, 114821 https://doi.org/10.1016/j.rse.2025.114821

23/01/2026

Dinh Lan Anh

ASCAT soil moisture retrieval using deep learning: a focus on localization strategy

Frontiers in Remote Sensing Volume 6 – 2025 

https://www.frontiersin.org/journals/remote-sensing/articles/10.3389/frsen.2025.1718353

DOI 10.3389/frsen.2025.1718353

ISSN 2673-6187

27/01/2026

Luís Fróis, Isabel F Trigo, Wouter Dorigo, Patricia de Rosnay and Emanuel Dutra

A satellite-based assessment of ERA5 soil moisture and land surface temperature interannual co-variability

Environ. Res. Lett. 21 024024 10.1088/1748-9326/ae3789

https://iopscience.iop.org/article/10.1088/1748-9326/ae3789

28/01/2026

Bakketun, Å., Blyverket, J., and Müller, M.: Ensemble-based snow depth data assimilation for a multi-layer snow scheme over the European Arctic, The Cryosphere, 20, 737–756, https://doi.org/10.5194/tc-20-737-2026, 2026.