Estimation of CO2 flux components over northern hemisphere forest ecosystems by using random forest method through temporal and spatial data scanning procedures

Author:

Shiri Naser,Shiri JalalORCID,Kazemi Mohammad Hossein,Xu Tongren

Publisher

Springer Science and Business Media LLC

Subject

Health, Toxicology and Mutagenesis,Pollution,Environmental Chemistry,General Medicine

Reference35 articles.

1. Baldocchi DD, Wilson KB (2001) Modeling CO2 and water vapor exchange of a temperate broadleaved forest across hourly to decadal time scales. Ecol Model 142:155–184

2. Baldocchi DD, Falge E, Gu L, Olson R, Hollinger D, Running S, Anthoni P, Bernhofer C, Davis K, Evans R, Fuentes J, Goldstein A, Katul G, Law B, Lee X, Malhi Y, Meyers T, Munger W, Oechel W, Paw KT, Pilegaard K, Schmid HP, Valentini R, Verma S, Vesala T, Wilson K, Wolsy S (2001) FLUXNET: a new tool to study the temporal and spatial variability of ecosystem scale carbon dioxide, water vapor and energy flux densities. Bull Am Geol Soc 82:2415–2434

3. Baldocchi D (2003) Assessing ecosystem carbon balance: problems and prospects of the eddy covariance technique. Glob Chang Biol 9:478–492

4. Breiman L (2001) Random Forests. Mach Learn 45(1):5–32

5. Buchmann N, Schulze ED (1999) Net CO2 and H2O fluxes of terrestrial ecosystems. Glob Biogeochem Cycles 13:751–760

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