Parameter estimation for land-surface models using Neural Physics

Ruiyue Huang, Claire E. Heaney, Maarten van Reeuwijk

We propose a novel inverse-modelling approach that estimates the parameters of a simple land-surface model (LSM) by assimilating data into a differentiable, physics-based forward m…