Quantification of effects of climate variations and human activities on runoff by a monthly water balance model: A case study of the Chaobai River basin in northern China
Tóm tắt
The Chaobai River basin in northern China consists of two major tributaries, the Chao River and Bai River. Monthly observations of precipitation, streamflow, and panevaporation data are available for 35 years (1961–1966 and 1973–2001). Using the annual time series of the observed streamflow, one break point at 1979 is detected and is adopted to divide the data set into two study periods, the “before” and “after” periods marking the onset of significant anthropogenic alteration of the flow (reservoirs and silt retention dams, five times increase in population) and significant changes in land use (conversion to terraced fields versus sloping fields). The distributed time‐variant gain model (DTVGM) was used to evaluate the water resources of the area. Furthermore, the Bayesian method used by Engeland et al. (2005) was used in this paper to evaluate two uncertainty sources (i.e., the model parameter and model structure) and for assessing the DTVGM's performance over the Chaobai River basin. Comparing the annual precipitation means over 13 years (1961–1966 and 1973–1979), the means of the second period (1980–2001) decreased by 5.4% and 4.9% in the Chao River and Bai River basins, respectively. However, the related annual runoff decreased by 40.3% and 52.8%, respectively, a much greater decline than exhibited by precipitation. Through the monthly model simulation and the fixing‐changing method, it is determined that decreases in runoff between the two periods can be attributed to 35% (31%) from climate variations and 68% (70%) from human activities in the Chao River (Bai River). Thus, human impact exerts a dominant influence upon runoff decline in the Chaobai River basin compared to climate. This study enhances our understanding of the relative roles of climate variations and human activities on runoff.
Từ khóa
Tài liệu tham khảo
Beven K. J., 2001, Rainfall‐Runoff Modeling
Chaobai River Management Bureau of Beijing, 2004, Flood and Drought Hazards in the Chaobai River (in Chinese)
China Water Yearbook, 1991, Hai River Basin (in Chinese)
Congdon P., 2001, Bayesian Statistical Modelling
Davie T., 2002, Fundamentals of Hydrology, 30
Gao Y. C., 2002, Evolution trend of Miyun Reservoir inflow and its motivating factors analysis (in Chinese), Prog. Geogr., 21, 546
Hao L. J., 2004, Analysis on variation and influencing factors of rainfall‐runoff relationship in Miyun Reservoir watershed (in Chinese), Beijing Water Resour., 3, 41
Jankiewicz P., 2001, Hydrological Atlas of Germany (1961–1990) [electronic]
Liao R. H., 2003, Studies on river basin sustainable development strategy for the Miyun Reservoir (in Chinese), China Water Resour., 8, 22
Liu C. M., 2004, Advances in distributed hydrological modeling in the Yellow River Basin (in Chinese), Adv. Water Sci., 15, 495
Mendenhall W., 2007, Statistics for Engineering and the Sciences
Ministry of Water Resources, 2007, China Water Resources Assessment (in Chinese)
SAS Institute Inc, 2004, Basic Getting Started Guide for SAS 9.1.2
Thompson S. A., 1999, Hydrology for Water Management
Wang G. S.(2005) Theory and method of distributed time‐variant gain model (in Chinese) doctoral thesis Grad. Sch. of the Chin. Acad. of Sci. Beijing.
Wang J. Q., 2003, Study on the impact of land use changes on the hydrological system (in Chinese), Adv. Earth Sci., 18, 292
Wang G. S., 2003, Sustainable Water Management Solutions for Large Cities (the 23rd General Assembly of IUGG), 90
Wang G. S., 2002, A research on distributed time variant gain model: A case study on Chao River basin (in Chinese), Prog. Geogr., 21, 573
Wang G. S., 2004, Distributed hydrological modeling based on nonlinear system approach (in Chinese), Adv. Water Sci., 15, 521
Xia J., 2005, Water security problem in north China: Research and perspective, Pedosphere, 15, 563
Xie P., 2005, Comprehensive diagnosis method of hydrologic time series change‐point analysis (in Chinese), Water Resour. Pow., 23, 11
Zhang L. N.(2004) Analysis and simulation of hydrological impacts of land cover changes on the Bai River Basin (in Chinese) doctoral thesis Grad. Sch. of the Chin. Acad. of Sci. Beijing.