Exploring the potential of history matching for land surface model calibration

N Raoult, S Beylat, JM Salter, F Hourdin… - Geoscientific Model …, 2024 - gmd.copernicus.org
With the growing complexity of land surface models used to represent the terrestrial part of
wider Earth system models, the need for sophisticated and robust parameter optimisation …

Parameter Estimation in Land Surface Models: Challenges and Opportunities with Data Assimilation and Machine Learning

N Raoult, N Douglas, N MacBean, J Kolassa… - Authorea …, 2024 - essopenarchive.org
Accurately predicting terrestrial ecosystem responses to climate change is crucial for
addressing global challenges. This relies on mechanistic modelling of ecosystem processes …

[PDF][PDF] High-resolution fluxes and uncertainties of CO2, CH4 and N2O for Europe

T Aalto, P Peylin, A Arneth, J Ma, T Markkanen… - folk.nilu.no
The primary objective of this deliverable is to provide policy relevant estimates of major GHG
fluxes: CO2 (see Section 2), N2O (see Section 3), and CH4 (see Section 4) from process …