Evaluating the streamflow simulation capability of PERSIANN-CDR daily rainfall products in two river basins on the Tibetan Plateau
文献类型：期刊论文
| 作者 | Liu, Xiaomang1,2; Yang, Tiantian2; Hsu, Koulin2; Liu, Changming1; Sorooshian, Soroosh2 |
| 刊名 | HYDROLOGY AND EARTH SYSTEM SCIENCES
 |
| 出版日期 | 2017-01-10 |
| 卷号 | 21期号:1页码:169-181 |
| ISSN号 | 1027-5606 |
| DOI | 10.5194/hess-21-169-2017 |
| 通讯作者 | Yang, Tiantian(tiantiay@uci.edu) |
| 英文摘要 | On the Tibetan Plateau, the limited ground-based rainfall information owing to a harsh environment has brought great challenges to hydrological studies. Satellite-based rainfall products, which allow for a better coverage than both radar network and rain gauges on the Tibetan Plateau, can be suitable alternatives for studies on investigating the hydrological processes and climate change. In this study, a newly developed daily satellite-based precipitation product, termed Precipitation Estimation from Remotely Sensed Information Using Artificial Neural Networks - Climate Data Record (PERSIANN-CDR), is used as input for a hydrologic model to simulate streamflow in the upper Yellow and Yangtze River basins on the Tibetan Plateau. The results show that the simulated streamflows using PERSIANN-CDR precipitation and the Global Land Data Assimilation System (GLDAS) precipitation are closer to observation than that using limited gauge-based precipitation interpolation in the upper Yangtze River basin. The simulated streamflow using gauge-based precipitation are higher than the streamflow observation during the wet season. In the upper Yellow River basin, gauge-based precipitation, GLDAS precipitation, and PERSIANN-CDR precipitation have similar good performance in simulating streamflow. The evaluation of streamflow simulation capability in this study partly indicates that the PERSIANN-CDR rainfall product has good potential to be a reliable dataset and an alternative information source of a limited gauge network for conducting long-term hydrological and climate studies on the Tibetan Plateau. |
| WOS关键词 | SATELLITE PRECIPITATION RETRIEVALS ; DATA ASSIMILATION SYSTEM ; GLOBAL PRECIPITATION ; CHINA ; RESOLUTION ; MODELS ; INTERPOLATION ; OPTIMIZATION ; DISCHARGE ; GAUGE |
| 资助项目 | Natural Science Foundation of China[41330529] ; Natural Science Foundation of China[41571024] ; Natural Science Foundation of China[41201034] ; program for Bingwei Excellent Talents in Institute of Geographic Sciences and Natural Resources Research, CAS[2013RC202] ; NOAA NCDC/Climate Data Record program[NA09NES440006] ; DOE[DE-IA0000018] |
| WOS研究方向 | Geology ; Water Resources |
| 语种 | 英语 |
| WOS记录号 | WOS:000393757400001 |
| 出版者 | COPERNICUS GESELLSCHAFT MBH |
| 资助机构 | Natural Science Foundation of China ; program for Bingwei Excellent Talents in Institute of Geographic Sciences and Natural Resources Research, CAS ; NOAA NCDC/Climate Data Record program ; DOE |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/64889]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Yang, Tiantian |
| 作者单位 | 1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing 100101, Peoples R China 2.Univ Calif Irvine, Dept Civil & Environm Engn, Irvine, CA USA |
| 推荐引用方式 GB/T 7714 | Liu, Xiaomang,Yang, Tiantian,Hsu, Koulin,et al. Evaluating the streamflow simulation capability of PERSIANN-CDR daily rainfall products in two river basins on the Tibetan Plateau[J]. HYDROLOGY AND EARTH SYSTEM SCIENCES,2017,21(1):169-181. |
| APA | Liu, Xiaomang,Yang, Tiantian,Hsu, Koulin,Liu, Changming,&Sorooshian, Soroosh.(2017).Evaluating the streamflow simulation capability of PERSIANN-CDR daily rainfall products in two river basins on the Tibetan Plateau.HYDROLOGY AND EARTH SYSTEM SCIENCES,21(1),169-181. |
| MLA | Liu, Xiaomang,et al."Evaluating the streamflow simulation capability of PERSIANN-CDR daily rainfall products in two river basins on the Tibetan Plateau".HYDROLOGY AND EARTH SYSTEM SCIENCES 21.1(2017):169-181. |
入库方式： OAI收割
来源：地理科学与资源研究所
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