Uncertainty analysis of CO2 flux components in subtropical evergreen coniferous plantation

Science in China, Series D: Earth Sciences

Volumn 52, Issue 2, 2009, Pages 257-268

  Liu, Min ^a,b,c   He, Hong Lin ^a   Yu, Gui Rui ^a   Luo, Yi Qi ^d   Sun, Xiao Min ^a   Wang, Hui Min ^a  

^a INSTITUTE OF GEOGRAPHIC SCIENCES AND NATURAL RESOURCES RESEARCH   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^c NANJING NORMAL UNIVERSITY   (China)

^d UNIVERSITY OF OKLAHOMA   (United States)

Author keywords

Bootstrapping method; CO2 flux components; Qianyanzhou; Statistical uncertainty analysis; Subtropical evergreen coniferous plantation

Indexed keywords

CURVE FITTING; ECOLOGY; FLUXES; LEAST SQUARES APPROXIMATIONS; MAXIMUM LIKELIHOOD; MAXIMUM LIKELIHOOD ESTIMATION; NORMAL DISTRIBUTION; OPTIMIZATION; PARAMETER ESTIMATION; STRUCTURAL OPTIMIZATION; TROPICS;

BOOTSTRAPPING METHOD; CO2 FLUX COMPONENTS; QIANYANZHOU; STATISTICAL UNCERTAINTY ANALYSIS; SUBTROPICAL EVERGREEN CONIFEROUS PLANTATION;

UNCERTAINTY ANALYSIS;

BOOTSTRAPPING; CARBON DIOXIDE; CARBON FLUX; CONIFEROUS FOREST; ECOLOGICAL MODELING; EDDY COVARIANCE; ERROR ANALYSIS; ESTIMATION METHOD; EVERGREEN FOREST; MAXIMUM LIKELIHOOD ANALYSIS; NET ECOSYSTEM EXCHANGE; NUMERICAL MODEL; OPTIMIZATION; PARAMETERIZATION; PLANTATION; UNCERTAINTY ANALYSIS;

ASIA; CHINA; EURASIA; FAR EAST; JIANGXI; QIANYANZHOU;

EID: 59149084703     PISSN: 10069313     EISSN: 18622801     Source Type: Journal    
DOI: 10.1007/s11430-009-0010-6     Document Type: Article

References (31)

1. Yu G R, Niu D, Wang Q F. Focal issues in the negotiation of United Nations framework convention on climate change (in Chinese). Resour Sci, 2001, 23(6): 10-16
2. Dixon D K, Brown S, Houghton R A, et al. Carbon pools and flux of global forest ecosystem. Science, 1994, 263: 185-190
3. Javis A J, Stauch V J, Schulz K, et al. The seasonal temperature dependency of photosynthesis and respiration in two deciduous forests. Glob Change Biol, 2004, 10(6): 939-950
4. Gove J H, Hollinger D Y. Application of a dual unscented Kalman filter for simultaneous state and parameter estimation in problems of surface-atmosphere exchange. J Geophys Res, 2006, 111: D08S07, doi: 10.1029/2005JD006021
5. Raupach M R, Rayner P J, Barrett D J, et al. Model-data synthesis in terrestrial carbon observation: Methods, data requirements and data uncertainty specifications. Glob Change Biol, 2005, 11: 378-397
6. Hollinger D Y, Richardson A D. Uncertainty in eddy covariance measurements and its application to physiological models. Tree Physiol, 2005, 25: 873-885
7. Richardson A D, Hollinger D Y. Statistical modeling of ecosystem respiration using eddy covariance data: Maximum likelihood parameter estimation, and Monte Carlo simulation of model and parameter uncertainty, applied to three simple models. Agric For Meteorol, 2005, 131: 191-208
8. Richardson A D, Hollinger D Y, George G, et al. A multi-site analysis of random error in tower-based measurements of carbon and energy fluxes. Agric For Meteorol, 2006, 136: 1-18
9. 2 fluxes: Algorithms and uncertainty estimation. Biogeosci Discuss, 2006, 3: 961-992
10. Falge E, Baldocchi D, Olson R J, et al. Gap filling strategies for defensible annual sums of net ecosystem exchange. Agric For Meteorol, 2001, 107: 43-69
11. Hui D F, Wang S Q, Su B, et al. Gap-filling missing data in eddy covariance measurements using multiple imputations (MI) for annual estimations. Agric For Meteorol, 2004, 121: 93-111
12. Hagen S C, Braswell B H, Linder E, et al. Statistical uncertainty of eddy flux-based estimates of gross ecosystem carbon exchange at Howland Forest, Maine. J Geophys Res, 2006, 111: D08S03, doi: 10.1029/2005JD006154
13. 2 flux and its environmental factors in evergreen coniferous plantation. Sci China Ser D-Earth Sci, 2005, 34(Suppl. I): 123-132
14. Liu Y F, Yu G R, Wen X F, et al. Seasonal dynamics of CO 2 fluxes from subtropical plantation coniferous ecosystem. Sci China Ser D-Earth Sci, 2006 (Suppl. II): 99-109
15. 2 flux data processing system at ChinaFLUX (in Chinese). Geo-Information Sci, 2008, 10(5): 557-565
16. Yu G R, Su X M. Principles of Flux Measurement in Terrestrial Ecosystem (in Chinese). Beijing: High Education Press, 2006. 261-264
17. Lloyd J, Taylor J A. On the temperature dependence of soil respiration. Funct Ecol, 1994, 8: 315-323
18. Fang C, Moncrieff J B. The dependence of soil efflux on temperature. Soil Biol Biochem, 2001, 33: 155-165
19. Davidson E A, Verchot L V, Cattnio J H, et al. Effects of soil water content on soil respiration in forests and cattle pastures of eastern Amazonia. Biogeochemistry, 2000, 48: 53-69
20. Michaelis L, Menten M L. Die Kinetik der Invertinwirkung. Biochem Z, 1913, 49: 333
21. Zhang X Q, Xu D Y. Physiological Model of Forest Growth and Yield (in Chinese). Beijing: Chinese Science and Technique Press, 2002
22. Stock J H, Watson M W. Introduction of Econometrics. New York: Cambridge University Press, 2002
23. Press W H, Teukolsky S A, Vetterling W T, et al. Numerical Recipes in Fortran 77: The Art of Scientific Computing. New York: Cambridge University Press, 1993. 652-655
24. Sitter R V. Bootstrap methods for survey data. Can J Statist, 1992, 20: 135-154
25. Efron B, Tibshirani R J. An Introduction to the Bootstrap. NewYork: Chapman & Hall, 1993
26. Zhang L M. Ecophysiological Controls on Seasonal Variations of Ecosystem Carbon Exchange of Typical Forest Ecosystem along NSTED (in Chinese). Dissertation for Doctoral Degree. Beijing: Graduate University of Chinese Academy of Sciences, 2006. 121
27. Morgenstern K, Black T A, Humphreys E R, et al. Sensitivity and uncertainty of the carbon balance of a Pacific Northwest Douglas-fir forest during an E1Nino/La Nina cycle. Agric For Meteorol, 2004, 123: 201-219
28. Griffis T J, Black T A, Morgenstern K, et al. Ecophysiological controls on the carbon balances of three southern boreal forests. Agric For Meteorol, 2003, 117: 53-71
29. Baldocchi D, Falge E, Gu L, et al. FLUXNET: A new tool to study the temporal and spatial variability of ecosystem-scale carbon dioxide, water vapor, and energy flux densities. Bull Amer Meteorol Soc, 2001, 82: 2415-2434
30. 2 with a temperate deciduous forest in southern Ontario. Can J Geophys Res Atmos, 1999, 104: 15975-15984
31. Goulden M L, Munger J W, Fan S M, et al. Measurements of carbon sequestration by long-term eddy covariance: Methods and critical evaluation of accuracy. Glob Change Bio,1996, 2: 169-182