Evaluation of Six Satellite-Based Precipitation Products and Their Ability for Capturing Characteristics of Extreme Precipitation Events over a Climate Transition Area in China
文献类型：期刊论文
| 作者 | Liu, Jie1,2; Xia, Jun1,2,3; She, Dunxian1,2; Li, Lingcheng4; Wang, Qiang1,2; Zou, Lei3 |
| 刊名 | REMOTE SENSING
 |
| 出版日期 | 2019-06-02 |
| 卷号 | 11期号:12页码:21 |
| 关键词 | extreme precipitation statistical evaluation Wei river basin TRMM PERSIANN CMORPH |
| ISSN号 | 2072-4292 |
| DOI | 10.3390/rs11121477 |
| 通讯作者 | Xia, Jun(xiajun666@whu.edu.cn) |
| 英文摘要 | Extreme precipitation has received much attention because of its implications for hazard assessment and risk management. However, accurate precipitation information for extreme precipitation research from dense rain gauges is still difficult to obtain in developing countries or mountainous regions. Satellite-based precipitation products (SPPs) with high spatial and temporal resolution offer a new way of supplementing data from gauge-based observations. This study aims to evaluate the precision of six SPPs in detail at multiple temporal and spatial scales and explore their ability to capture the characteristics of extreme precipitation from 2009 to 2014 over a semi-arid to semi-humid climate transition area (Wei River basin) in China. The six products are TRMM 3B42RT, TRMM 3B42V7, PERSIANN, PERSIANN CDR, CMORPH RAW, and CRORPH CRT. China gauge-based daily precipitation analysis (CGDPA) provided by the China Meteorological Administration is used as the benchmark reference data. Various statistical evaluation techniques and extreme precipitation indices are used to evaluate and compare the performance of the selected products. The results show that the post real-time products (TRMM 3B42V7, PERSIANN CDR, and CMORPH CRT) agreed better with the reference data than PERSIANN and CMORPH RAW. On a daily scale, TRMM 3B42V7, PERSIANN CDR, and CMORPH CRT displayed similarly good performance. However, at the monthly or annual scale, TRMM 3B42V7 was superior to the other products. With regard to the spatial distribution of precipitation, the datasets performed better over plains and were disappointing over mountainous areas. Additionally, TRMM 3B42V7 provided higher precision and less spatial uncertainty when monitoring extreme precipitation. This study provides a basis for selecting alternative precipitation data for climate transition basins. |
| WOS关键词 | HIGH-RESOLUTION SATELLITE ; PERSIANN-CDR ; RIVER-BASIN ; SPATIOTEMPORAL VARIATION ; RAINFALL ESTIMATE ; GAUGE ; TRMM ; TEMPERATURE ; REGIONS |
| 资助项目 | National Key Research and Development Program of China[2016YFC0402709] ; National Natural Science Foundation of China[41877159] ; Fundamental Research Funds for the Central Universities[2042018kf0222] |
| WOS研究方向 | Remote Sensing |
| 语种 | 英语 |
| WOS记录号 | WOS:000473794600083 |
| 出版者 | MDPI |
| 资助机构 | National Key Research and Development Program of China ; National Natural Science Foundation of China ; Fundamental Research Funds for the Central Universities |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/58484]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Xia, Jun |
| 作者单位 | 1.Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China 2.Wuhan Univ, Hubei Prov Key Lab Water Syst Sci Sponge City Con, Wuhan 430072, Hubei, Peoples R China 3.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing 100101, Peoples R China 4.Univ Texas Austin, Jackson Sch Geosci, Austin, TX 78713 USA |
| 推荐引用方式 GB/T 7714 | Liu, Jie,Xia, Jun,She, Dunxian,et al. Evaluation of Six Satellite-Based Precipitation Products and Their Ability for Capturing Characteristics of Extreme Precipitation Events over a Climate Transition Area in China[J]. REMOTE SENSING,2019,11(12):21. |
| APA | Liu, Jie,Xia, Jun,She, Dunxian,Li, Lingcheng,Wang, Qiang,&Zou, Lei.(2019).Evaluation of Six Satellite-Based Precipitation Products and Their Ability for Capturing Characteristics of Extreme Precipitation Events over a Climate Transition Area in China.REMOTE SENSING,11(12),21. |
| MLA | Liu, Jie,et al."Evaluation of Six Satellite-Based Precipitation Products and Their Ability for Capturing Characteristics of Extreme Precipitation Events over a Climate Transition Area in China".REMOTE SENSING 11.12(2019):21. |
入库方式： OAI收割
来源：地理科学与资源研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。