Accuracy validation of TRMM Multisatellite Precipitation Analysis daily precipitation products in the Lancang River Basin of China

被引:5
作者
Hongwei Zeng
Lijuan Li
Jinming Hu
Liqiao Liang
Jiuyi Li
Bin Li
Kai Zhang
机构
[1] Chinese Academy of Sciences,Institute of Geographic Sciences and Natural Resources Research
[2] Graduate University of Chinese Academy of Sciences,Asian International Rivers Centre
[3] Key Laboratory of International River and Trans-boundary Eco-Security,undefined
[4] Yunnan University,undefined
[5] Institute of Tibetan Plateau Research Chinese Academy of Sciences,undefined
来源
Theoretical and Applied Climatology | 2013年 / 112卷
关键词
Tropical Rainfall Measuring Mission; Normalize Root Mean Square Error; Rain Season; Rain Gauge Data; Heavy Rain Event;
D O I
暂无
中图分类号
学科分类号
摘要
Using statistical methods and contingency table method, this paper evaluates the accuracy of 12 years (1998–2009) Tropical Rainfall Measuring Mission Multisatellite Precipitation Analysis (TMPA) daily-accumulated precipitation products within a year, the dry season, and rain season for each of the five subbasins and for each grid point (0.25 × 0.25°) in the Lancang River basin by comparing the results with data from the 35 rain gauges. The results indicate that TMPA daily precipitation estimates tend to show an underestimation comparing to the rain gauge daily precipitations under any scenarios, especially for the middle stream in the dry season. The accuracy of TMPA-averaged precipitation deteriorates with the increase of elevation at both basin and grid scale, with upstream and downstream having the worst and best accuracy, respectively. A fair capability was shown when using daily TMPA accumulations to detect rain events at drizzle rain and this capability improves with the increase of elevation. However, the capability deteriorates when it is used to detect moderate rain and heavy rain events. The accuracy of TMPA precipitation estimate products is better in the rain season than in the dry season at all scenarios. Time difference and elevation are the main factors that have impact on the accuracy of TMPA daily-accumulated precipitation products.
引用
收藏
页码:389 / 401
页数:12
相关论文
共 99 条
  • [1] Adler RF(1993)Estimation of monthly rainfall over Japan and surrounding waters from a combination of low-orbit microwave and geosynchronous IR data J Appl Meteorol 32 335-356
  • [2] Negri AJ(1994)Global tropical rain estimates from microwave-adjusted geosynchronous IR data Remote Sens Rev 11 125-152
  • [3] Keehn PR(2003)The Version-2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979–present) J Hydrometeorol 4 1147-1167
  • [4] Hakkarinen IM(2005)Comparison of TRMM precipitation retrievals with rain gauge data from ocean buoys J Clim 18 178-190
  • [5] Adler RF(2006)Comparison of TRMM and water district rain rates over New Mexico Adv Atmos Sci 23 1-13
  • [6] Huffman GJ(2008)Thailand daily rainfall and comparison with TRMM Products J Hydrometeorol 9 256-266
  • [7] Keehn PR(1995)Global precipitation estimates based on a technique for combining satellite-based estimates, rain gauge analysis, and NWP model precipitation information J Clim 8 1284-1295
  • [8] Adler RF(1997)The Global Precipitation Climatology Project (GPCP) combined precipitation dataset Bull Am Meteorol Soc 78 5-20
  • [9] Huffman GJ(2007)The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales J Hydrometeorol 8 38-55
  • [10] Chang A(2007)Use of TRMM in determining the climatic characteristics of rainfall over Bangladesh Remote Sens Environ 108 264-276