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Spatio-Temporal Variability of Soil Respiration of Forest Ecosystems in China: Influencing Factors and Evaluation Model
- Zheng, Ze-Mei, Yu, Gui-Rui, Sun, Xiao-Min, Li, Sheng-Gong, Wang, Yue-Si, Wang, Ying-Hong, Fu, Yu-Ling, Wang, Qiu-Feng
- Environmental management 2010 v.46 no.4 pp. 633-642
- correlation, soil organic carbon, soil heterogeneity, air temperature, models, environmental factors, soil respiration, forest ecosystems, prediction, China
- Understanding the influencing factors of the spatio-temporal variability of soil respiration (R s) across different ecosystems as well as the evaluation model of R s is critical to the accurate prediction of future changes in carbon exchange between ecosystems and the atmosphere. R s data from 50 different forest ecosystems in China were summarized and the influences of environmental variables on the spatio-temporal variability of R s were analyzed. The results showed that both the mean annual air temperature and precipitation were weakly correlated with annual R s, but strongly with soil carbon turnover rate. R s at a reference temperature of 0°C was only significantly and positively correlated with soil organic carbon (SOC) density at a depth of 20 cm. We tested a global-scale R s model which predicted monthly mean R s (R s,monthly) from air temperature and precipitation. Both the original model and the reparameterized model poorly explained the monthly variability of R s and failed to capture the inter-site variability of R s. However, the residual of R s,monthly was strongly correlated with SOC density. Thus, a modified empirical model (TPS model) was proposed, which included SOC density as an additional predictor of R s. The TPS model explained monthly and inter-site variability of R s for 56% and 25%, respectively. Moreover, the simulated annual R s of TPS model was significantly correlated with the measured value. The TPS model driven by three variables easy to be obtained provides a new tool for R s prediction, although a site-specific calibration is needed for using at a different region.