most citedProcess-guidance improves predictive performance of neural networks for carbon turnover in ecosystems

2 citations · 3 across the 3 of their papers we have counts for

collaborators
Showing physics.ao-phShow all

1 paper · 1 filter

physics.ao-ph2024★ 1 cited

Advances in Land Surface Model-based Forecasting: A comparative study of LSTM, Gradient Boosting, and Feedforward Neural Network Models as prognostic state emulators

Marieke Wesselkamp, Matthew Chantry, Ewan Pinnington +7

Most useful weather prediction for the public is near the surface. The processes that are most relevant for near-surface weather prediction are also those that are most interactive…