Items where Author is "Douglas, Dr Natalie"

Raoult, N., Douglas, N. ORCID: https://orcid.org/0000-0002-3404-8761, MacBean, N., Kolassa, J., Quaife, T. ORCID: https://orcid.org/0000-0001-6896-4613, Roberts, A. G., Fisher, R., Fer, I., Bacour, C., Dagon, K., Hawkins, L., Carvalhais, N., Cooper, E., Dietze, M. C., Gentine, P., Kaminski, T., Kennedy, D., Liddy, H. M., Moore, D. J. P., Peylin, P., Pinnington, E., Sanderson, B., Scholze, M., Seiler, C., Smallman, T. L., Vergopolan, N., Viskari, T., Williams, M. and Zobitz, J. (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., Raoult, N., Bacour, C., 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 1991-959X 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 1364-8152 doi: 10.1016/j.envsoft.2025.106361