New approach for predicting nitrification and its fraction of N2O emissions in global terrestrial ecosystems

Nitrification is a major pathway of N _2 O production in aerobic soils. Measurements and model simulations of nitrification and associated N _2 O emission are challenging. Here we innovatively integrated data mining and machine learning to predict nitrification rate ( ${R_{{\text{nit}}}}$ ) and the...

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Bibliographic Details
Main Authors: Baobao Pan, Shu Kee Lam, Enli Wang, Arvin Mosier, Deli Chen
Format: Article
Language:English
Published: IOP Publishing 2021-01-01
Series:Environmental Research Letters
Subjects:
Online Access:https://doi.org/10.1088/1748-9326/abe4f5