Title :
Simulation of actual runoff using remote sensing driven distributed hydrological model
Author :
Lü, Aifeng ; Jia, Shaofeng ; Lü, Chenxu ; Xiong, Jun ; Wu, Bingfang
Author_Institution :
Inst. of Geogr. Sci. & Natural Resources Res., Chinese Acad. of Sci., Beijing, China
Abstract :
In this paper, a remote sensing-drived distributed water balance and water transport model (RSWB/WTM) based on WBM/WTM (Water balance model/Water transport model) model is developed. Using precipitation and evaportranpiration data retrieved from remote sensing, the monthly discharge of three hydrological stations (Fuping, Zhongtangmei and Zijingguan) in Baiyangdian Lake Basin was simulated. Then the accuracy of the model was evaluated using Nash and Sutcliffe model efficiency coefficients (E (NS)) and R2. The E (NS) for all stations is above 0.54, among which Zhongtangmai and Zijingguan are larger than 0.62. The R2 are 0.56, 0.64 and 0.64 for Fuping, Zhongtangmei and Zijingguan respectively. In recent years, human activities have affected the natural water balance in Baiyangdian largely, thus the accuracy of the model was much influenced. It is also affected by the quality of the remote sensing retrieved data. It is hoped that the RSWB/WTM model and its application in Baiyangdian basin can provide a useful tools for the water resource assessment based on remote sensing data.
Keywords :
atmospheric precipitation; evaporation; hydrological techniques; hydrology; lakes; remote sensing; transpiration; water resources; Baiyangdian Lake basin; China; Fuping hydrological station; Nash-Sutcliffe model; RSWB-WTM; Zhongtangmei hydrological station; Zijingguan hydrological station; actual runoff simulation; remote sensing driven distributed hydrological model; remote sensing evaportranpiration data; remote sensing precipitation data; remote sensing retrieved data quality; water balance-water transport model; water resource assessment; Data models; Distributed databases; Hydrology; Lakes; Remote sensing; Spatial resolution; Water resources; RSWB/WTM; Remote Sensing; distributed hydrological model; evaportranpiration; precipitation; runoff;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6002734