Towards constraining soil and vegetation dynamics in land surface models: Modeling ASCAT backscatter incidence-angle dependence with a Deep Neural Network

X. Shan (1) , S. Steele-Dunne , M. Huber , S. Hahn , W. Wagner , B. Bonan (2) , C. Albergel (2) , J.-C. Calvet (2) , O. Ku , S. Georgievska

1 TU Delft - Delft University of Technology
2 CNRM - Centre national de recherches météorologiques

Domaines: Sciences de l'environnement

X. Shan, S. Steele-Dunne, M. Huber, S. Hahn, W. Wagner, et al.. Towards constraining soil and vegetation dynamics in land surface models: Modeling ASCAT backscatter incidence-angle dependence with a Deep Neural Network. Remote Sensing of Environment, 2022, 279, pp.113116. ⟨10.1016/j.rse.2022.113116⟩. ⟨meteo-03737850⟩