Prediction and analysis of net ecosystem carbon exchange based on gradient boosting regression and random forest

Author:

Cai JianchaoORCID,Xu Kai,Zhu Yanhui,Hu Fang,Li Liuhuan

Funder

National Natural Science Foundation of China

Natural Science Foundation of Hubei Province

Fundamental Research Funds for the Central Universities

Publisher

Elsevier BV

Subject

Management, Monitoring, Policy and Law,Mechanical Engineering,General Energy,Building and Construction

Reference49 articles.

1. Kirschbaum MU, Mueller R. Net ecosystem exchange: workshop proceedings, cooperative research centre for greenhouse accounting, 2001.

2. Kane J. Definition of net ecosystem exchange, Website, https://sciencing.com/definition-net-ecosystem-exchange-6802053.html, 2017.

3. The direct and indirect effects of inter-annual meteorological variability on ecosystem carbon dioxide exchange at a temperate ombrotrophic bog;Teklemariam;Agric For Meteorol,2010

4. Fluxnet: A new tool to study the temporal and spatial variability of ecosystem–scale carbon dioxide, water vapor, and energy flux densities;Baldocchi;Bull Am Meteorol Soc,2001

5. On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm;Reichstein;Global Change Biol,2005

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