Emerging multiscale insights on microbial carbon use efficiency in the land carbon cycle

X He, E Abs, SD Allison, F Tao, Y Huang… - Nature …, 2024 - nature.com
Microbial carbon use efficiency (CUE) affects the fate and storage of carbon in terrestrial
ecosystems, but its global importance remains uncertain. Accurately modeling and …

Temperature controls the relation between soil organic carbon and microbial carbon use efficiency

Z Luo, J Ren, S Manzoni, S Fatichi - Global Change Biology, 2024 - Wiley Online Library
Microbial carbon use efficiency (CUE) is an important variable mediating microbial effects on
soil organic carbon (SOC) since it summarizes how much carbon is used for microbial …

[HTML][HTML] Simulating the land carbon sink: Progresses and challenges of terrestrial ecosystem models

W Yuan, J **a, C Song, YP Wang - Agricultural and Forest Meteorology, 2024 - Elsevier
Terrestrial ecosystems play an important role in regulating the balance of global carbon
cycle by sequestrating CO 2 of atmosphere. Terrestrial ecosystem models are a critical tool …

When and why microbial-explicit soil organic carbon models can be unstable

E Schwarz, S Ghersheen, S Belyazid… - …, 2024 - bg.copernicus.org
Microbial-explicit soil organic carbon (SOC) cycling models are increasingly being
recognized for their advantages over linear models in describing SOC dynamics. These …

Biogeochemistry-Informed Neural Network (BINN) for Improving Accuracy of Model Prediction and Scientific Understanding of Soil Organic Carbon

H Xu, J Fan, F Tao, L Jiang, F You, BZ Houlton… - arxiv preprint arxiv …, 2025 - arxiv.org
Big data and the rapid development of artificial intelligence (AI) provide unprecedented
opportunities to enhance our understanding of the global carbon cycle and other …

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 …