A Removal Filter for Suspicious Extreme Rainfall Profiles in TRMM PR 2A25 Version-7 Data

AbstractThis study reports on the presence of suspicious “extreme rainfall” data in the 2A25 version-7 (V7) product of the Tropical Rainfall Measuring Mission (TRMM) precipitation radar (PR) dataset and introduces a simple method for detecting and filtering out the suspicious data. These suspicious data in V7 are found by comparing the extreme rainfall characteristics in the V7 and version-6 products. Most of the suspicious extremes are located over land, especially in mountainous regions. Radar reflectivities in the suspicious extremes show significant monotonic increases toward the echo bottom. These facts indicate that the suspicious extremes are mainly caused by contamination from ground or sea clutter. A simple thresholding filter for eliminating the suspicious extreme data is developed using common characteristics in the horizontal and vertical rainfall structures and reflectivities in the suspicious extremes. The proposed filter mitigates deformations in the frequency distribution of the surface ra...

[1]  M. Ou,et al.  Characteristic Features of Warm-Type Rain Producing Heavy Rainfall over the Korean Peninsula Inferred from TRMM Measurements , 2013 .

[2]  R. Houze,et al.  TRMM precipitation bias in extreme storms in South America , 2013 .

[3]  Chuntao Liu,et al.  Why does radar reflectivity tend to increase downward toward the ocean surface, but decrease downward toward the land surface? , 2013 .

[4]  Sandra E. Yuter,et al.  Very high resolution rainfall patterns measured by TRMM precipitation radar: seasonal and diurnal cycles , 2012, Climate Dynamics.

[5]  R. Houze,et al.  Regional, Seasonal, and Diurnal Variations of Extreme Convection in the South Asian Region , 2010 .

[6]  K. Okamoto,et al.  Rain profiling algorithm for the TRMM precipitation radar , 1997, IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development.

[7]  D. Short,et al.  Regional Characteristics of Scale-based Precipitation Systems from Ten Years of TRMM PR Data , 2009 .

[8]  Toshio Iguchi,et al.  Uncertainties in the Rain Profiling Algorithm for the TRMM Precipitation Radar(1. Precipitation Radar (PR), Precipitation Measurements from Space) , 2009 .

[9]  D. Goodrich,et al.  Assessing Satellite-Based Rainfall Estimates in Semiarid Watersheds Using the USDA-ARS Walnut Gulch Gauge Network and TRMM PR , 2012 .

[10]  Riko Oki,et al.  Incidence-Angle Dependency of TRMM PR Rain Estimates , 2012 .

[11]  Alexander V. Ryzhkov,et al.  Correlation Coefficients between Horizontally and Vertically Polarized Returns from Ground Clutter , 2006 .

[12]  David A. Seal,et al.  The Shuttle Radar Topography Mission , 2007 .

[13]  M. Sachidananda,et al.  Clutter Filtering and Spectral Moment Estimation for Doppler Weather Radars Using Staggered Pulse Repetition Time (PRT) , 2000 .

[14]  Toshio Iguchi,et al.  Comparison of TRMM PR V6 and V7 focusing heavy rainfall , 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

[15]  Jeffrey A. Jones,et al.  A Hybrid Surface Reference Technique and Its Application to the TRMM Precipitation Radar , 2004 .

[16]  Y. Hong,et al.  Comparison of TRMM 2A25 Products, Version 6 and Version 7, with NOAA/NSSL Ground Radar-Based National Mosaic QPE , 2013 .

[17]  A. Grimm,et al.  ENSO and Extreme Rainfall Events in South America , 2009 .

[18]  A. Anders,et al.  Very high resolution precipitation climatologies from the Tropical Rainfall Measuring Mission precipitation radar , 2009 .

[19]  R. Houze,et al.  Extreme summer convection in South America. , 2010 .

[20]  Toshio Iguchi,et al.  Rainfall-Induced Changes in Actual Surface Backscattering Cross Sections and Effects on Rain-Rate Estimates by Spaceborne Precipitation Radar , 2007 .

[21]  Jeffrey A. Jones,et al.  Use of the Surface Reference Technique for Path Attenuation Estimates from the TRMM Precipitation Radar , 2000 .

[22]  Matthias Steiner,et al.  Use of Three-Dimensional Reflectivity Structure for Automated Detection and Removal of Nonprecipitating Echoes in Radar Data , 2002 .

[23]  David P. Yorty,et al.  WHERE ARE THE MOST INTENSE THUNDERSTORMS ON EARTH , 2006 .

[24]  David A. Short,et al.  Effect of TRMM Orbit Boost on Radar Reflectivity Distributions , 2010 .

[25]  T. Oki,et al.  Evaluation of Extreme Rain Estimates in the TRMM/PR Standard Product Version 7 Using High-Temporal-Resolution Rain Gauge Datasets over Japan , 2013 .

[26]  Bradfield Lyon,et al.  ENSO and the Spatial Extent of Interannual Precipitation Extremes in Tropical Land Areas , 2005 .