| 多源降水数据的小流域水文模拟效用评估 |
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| 引用本文： | 冯克鹏,洪阳,田军仓,唐国强,阚光远,罗翔宇. 多源降水数据的小流域水文模拟效用评估[J]. 干旱区地理, 2020, 43(5): 1179-1191. DOI: 10.12118/j.issn.1000-6060.2020.05.03 |
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| 作者姓名： | 冯克鹏 洪阳 田军仓 唐国强 阚光远 罗翔宇 |
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| 作者单位： | 1.宁夏大学土木与水利工程学院，宁夏 银川 750021； 2 School of Civil Engineering and Environmental Science, University of Oklahoma, Norman, OK 73072, USA； 3 宁夏节水灌溉与水资源调控工程技术研究 中心,宁夏 银川 750021； 4 清华大学水沙科学与水利水电工程国家重点实验室 北京 100084；5 旱区现代农业水资源高效利用教育部工程研究中心，宁夏 银川 750021 |
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| 基金项目： | 国家重点研发计划课题（2018YFC0408104）；国家自然科学基金项目（51869024）；宁夏回族自治区重点研发计划重大科技项目（2018BBF02022）；宁夏高等科学研究项目（NGY2020066） |
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| 摘 要： | 小流域是研究小微尺度水文水资源系统演变规律的理想对象,是用于计算河流产水产沙的最小单元,是水文及水土流失研究与管理的最佳地域尺度。通过遥感技术,气候模式获得降水数据,并驱动分布式水文模型,模拟和预测水文过程,是流域水文水资源研究的必然趋势。以NOAA-CPC-US降水作为参照,在美国不同地区的9个小流域,评估卫星降水产品PERSIANN,PERSIANN-CDR,TRMM-3B42V7,GPM-IMERG,雷达降水StageIV以及气候模式ERA5降水产品的精度,并用这7种降水产品驱动CREST分布式水文模型,评估了7种降水产品的水文模拟效用。研究表明:各降水产品与NOAA-CPC-US降水吻合程度从高到低,依次是StageIV雷达降水,PERSIANNCDR和GPM-IMERG次之,再次是PERSIANN和ERA5,最后是TRMM-3B42V7。各降水产品在美国北部高纬度地区和西部山地等区域的小流域降水估算精度略低,在美国中部,南部,东部的小流域有较好的降水精度。在水文模拟效用评估中,设定相同率定期,分别使用7种降水产品率定CREST模型参数,得到率定参数集后,在相同验证期对流域日径...
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| 关 键 词： | 小流域 CREST水文模型 多源降水 水文模拟 |
| 收稿时间： | 2019-12-28 |
Evaluating runoff simulation of multi-source precipitation data in small watersheds |
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| FENG Ke-peng,HONG Yang,TIAN Jun-cang,TANG Guo-qiang,KAN Guang-yuan,LUO Xiang-yu. Evaluating runoff simulation of multi-source precipitation data in small watersheds[J]. Arid Land Geography, 2020, 43(5): 1179-1191. DOI: 10.12118/j.issn.1000-6060.2020.05.03 |
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| Authors: | FENG Ke-peng HONG Yang TIAN Jun-cang TANG Guo-qiang KAN Guang-yuan LUO Xiang-yu |
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| Abstract: | Small watersheds are ideal objects for studying the evolution of small and microscale hydrology and water resources systems. A small watershed is the smallest unit for calculating river water and sediment production and is the best regional scale for hydrology and soil erosion research and management. Through RS technology, a climate model obtains precipitation estimation data and drives a distributed hydrological model to simulate and predict hydrological processes, which clarifies the inevitable trends of basin hydrology and water resources research. Using NOAA- CPC- US precipitation data as a reference, an analysis of the PERSIANN, PERSIANN- CDR, TRMM- 3B42V7, GPM- IMERG, StageIV, and ERA5 precipitation data products were compared for nine small watersheds in different regions of the United States. The accuracy of theseseven precipitation products allowed them to drive the CREST distributed hydrological model, which evaluated the hydrological simulation effects of the precipitation products. The study shows that the NOAA- CPC- US precipitation data product is the highest, followed in decreasing order by StageIV, PERSIANN-CDR,GPM-IMERG, PERSIANN,ERA5, and TRMM- 3B42V7. The precipitation estimation accuracy of each precipitation product in the small watersheds in the high latitudes and western mountains of the northern United States is lower; however, there is better precipitation accuracy in small watersheds in the central, southern, and eastern parts of the United States. In the hydrological simulation utility evaluation, the CREST model parameters were determined using seven kinds of precipitation products, respectively. After obtaining the set of parameters, the daily runoff process of the basin was simulated for the same verification period. The comparison results show that NOAA-CPC-US and StageIV have better effects on the hydrological simulation of small watersheds. However, caution should be exercised in hydrological simulations in the northern and western parts of the United States using PERSIANN, PERSIANN- CDR, GPM- IMERG, and ERA5 precipitation data, and the TRMM-3B42V7 simulation effect is not ideal. |
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| Keywords: | Small Watersheds CREST Multi-source precipitation Hydrological Simulation |
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