中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Modeling gross primary production of a temperate grassland ecosystem in Inner Mongolia, China, using MODIS imagery and climate data

文献类型:EI期刊论文

作者Wu Wei Xing ; Wang Shao Qiang ; Xiao Xiang Ming ; Yu Gui Rui ; Fu Yu Ling ; Hao Yan Bin
发表日期2008
关键词Fluxes Photosynthesis Remote sensing Space optics Spectrometers Standards Tantalum Vegetation
英文摘要Carbon fluxes in temperate grassland ecosystems are characterized by large inter-annual variations due to fluctuations in precipitation and land water availability. Since an eddy flux tower has been in operation in the Xilin Gol grassland, which belongs to typical temperate grassland in North China, in this study, observed eddy covariance flux data were used to critically evaluate the biophysical performance of different remote sensing vegetation indices in relation to carbon fluxes. Furthermore, vegetation photosynthesis model (VPM) was introduced to estimate gross primary production (GPP) of the grassland ecosystem for assessing its dependability. As defined by the input variables of VPM, Moderate Resolution Imaging Spectroradimeter (MODIS) and standard data product MOD09A1 were downloaded for calculating enhanced vegetation index (EVI) and land surface water index (LSWI). Measured air temperature (Ta) and photosynthetically active radiation (PAR) data were also included for model simulating. Field CO2 flux data, during the period from May, 2003 to September, 2005, were used to estimate the "observed" GPP (GPPobs) for validation. The seasonal dynamics of GPP predicted from VPM (GPPVPM) was compared quite well (R2=0.903, N =111, p<0.0001) with the observed GPP. The aggregate GPPVPM for the study period was 641.5 g C·m-2, representing a μ6% over-estimation, compared with GPPobs. Additionally, GPP predicted from other two typical production efficiency model (PEM) represents either higher overestimation or lower underestimation to GPPobs. Results of this study demonstrate that VPM has potential for estimating site-level or regional grassland GPP, and might be an effective tool for scaling-up carbon fluxes. © Science in China Press and Springer-Verlag GmbH 2008.
出处Science in China, Series D: Earth Sciences
51期:10页:1501-1512
收录类别EI
语种英语
源URL[http://ir.igsnrr.ac.cn/handle/311030/24504]  
专题地理科学与资源研究所_历年回溯文献
推荐引用方式
GB/T 7714
Wu Wei Xing,Wang Shao Qiang,Xiao Xiang Ming,et al. Modeling gross primary production of a temperate grassland ecosystem in Inner Mongolia, China, using MODIS imagery and climate data. 2008.

入库方式: OAI收割

来源:地理科学与资源研究所

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