2025

Raoult, N. ORCID: https://orcid.org/0000-0003-2907-9456, Douglas, N. ORCID: https://orcid.org/0000-0002-3404-8761, MacBean, N. ORCID: https://orcid.org/0000-0001-6797-4836, Kolassa, J. ORCID: https://orcid.org/0000-0001-6644-8789, Quaife, T. ORCID: https://orcid.org/0000-0001-6896-4613, Roberts, A. G. ORCID: https://orcid.org/0009-0002-4274-7914, Fisher, R. ORCID: https://orcid.org/0000-0003-3260-9227, Fer, I., Bacour, C. ORCID: https://orcid.org/0000-0002-1913-3722, Dagon, K. ORCID: https://orcid.org/0000-0002-4518-8225, Hawkins, L., Carvalhais, N. ORCID: https://orcid.org/0000-0003-0465-1436, Cooper, E. ORCID: https://orcid.org/0000-0002-1575-4222, Dietze, M. C., Gentine, P. ORCID: https://orcid.org/0000-0002-0845-8345, Kaminski, T., Kennedy, D. ORCID: https://orcid.org/0000-0001-9494-3509, Liddy, H. M. ORCID: https://orcid.org/0000-0002-8666-0805, Moore, D. J. P. ORCID: https://orcid.org/0000-0002-6462-3288, Peylin, P. ORCID: https://orcid.org/0000-0001-9335-6994, Pinnington, E., Sanderson, B., Scholze, M. ORCID: https://orcid.org/0000-0002-3474-5938, Seiler, C. ORCID: https://orcid.org/0000-0002-2092-0168, Smallman, T. L. ORCID: https://orcid.org/0000-0002-0835-1003, Vergopolan, N. ORCID: https://orcid.org/0000-0002-7298-0509, Viskari, T. ORCID: https://orcid.org/0000-0002-3357-1374, Williams, M. ORCID: https://orcid.org/0000-0001-6117-5208 and Zobitz, J. ORCID: https://orcid.org/0000-0002-1830-143X (2025) Parameter estimation in land surface models: challenges and opportunities with data assimilation and machine learning. Journal of Advances in Modeling Earth Systems, 17 (11). e2024MS004733. ISSN 1942-2466 doi: 10.1029/2024MS004733

Beylat, S. ORCID: https://orcid.org/0009-0006-6315-4527, Raoult, N. ORCID: https://orcid.org/0000-0003-2907-9456, Bacour, C. ORCID: https://orcid.org/0000-0002-1913-3722, Douglas, N. ORCID: https://orcid.org/0000-0002-3404-8761, Quaife, T. ORCID: https://orcid.org/0000-0001-6896-4613, Bastrikov, V., Rayner, P. J. and Peylin, P. (2025) Towards the assimilation of atmospheric CO2 concentration data in a land surface model using adjoint-free variational methods. Geoscientific Model Development, 18 (20). pp. 7501-7527. ISSN 1991-9603 doi: 10.5194/gmd-18-7501-2025

Bell, Q., Gerin, S., Douglas, N. ORCID: https://orcid.org/0000-0002-3404-8761, Quaife, T. ORCID: https://orcid.org/0000-0001-6896-4613, Liski, J. and Viskari, T. (2025) Calibrating primary crop parameters to capture undersown species impacts. European Journal of Agronomy, 169. 127676. ISSN 1873-7331 doi: 10.1016/j.eja.2025.127676

Douglas, N. ORCID: https://orcid.org/0000-0002-3404-8761, Quaife, T. ORCID: https://orcid.org/0000-0001-6896-4613 and Bannister, R. ORCID: https://orcid.org/0000-0002-6846-8297 (2025) Exploring a hybrid ensemble–variational data assimilation technique (4DEnVar) with a simple ecosystem carbon model. Environmental Modelling and Software, 186. 106361. ISSN 1873-6726 doi: 10.1016/j.envsoft.2025.106361