Encoding diel hysteresis and the Birch effect in dryland soil respiration models through knowledge-guided deep learning

Soil respiration in dryland ecosystems is challenging to model due to its complex interactions with environmental drivers. Knowledge-guided deep learning provides a much more effective means of accurately representing these complex interactions than traditional Q10-based models. Mutual information a...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Peishi Jiang, Xingyuan Chen, Justine E. C. Missik, Zhongming Gao, Heping Liu, Brittany A Verbeke
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2022-12-01
coleção:	Frontiers in Environmental Science
Assuntos:	soil respiration dryland ecosystem knowledge-guided deep learning diel hysteresis Birch effect
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fenvs.2022.1035540/full
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!