Finescale Diurnal Rainfall Statistics Refined from Eight Years of TRMM PR Data

Masafumi Hirose Earth Observation Research Center, Japan Aerospace Exploration Agency, Tsukuba, Japan

Search for other papers by Masafumi Hirose in
Current site
Google Scholar
PubMed
Close
,
Riko Oki Earth Observation Research Center, Japan Aerospace Exploration Agency, Tsukuba, Japan

Search for other papers by Riko Oki in
Current site
Google Scholar
PubMed
Close
,
Shuji Shimizu Earth Observation Research Center, Japan Aerospace Exploration Agency, Tsukuba, Japan

Search for other papers by Shuji Shimizu in
Current site
Google Scholar
PubMed
Close
,
Misako Kachi Earth Observation Research Center, Japan Aerospace Exploration Agency, Tsukuba, Japan

Search for other papers by Misako Kachi in
Current site
Google Scholar
PubMed
Close
, and
Tomohiko Higashiuwatoko Earth Observation Research Center, Japan Aerospace Exploration Agency, Tsukuba, Japan

Search for other papers by Tomohiko Higashiuwatoko in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

The adequacy of hourly rainfall sampling was examined in terms of the detection of diurnal variations using 8 yr (1998–2005) of data observed by the precipitation radar on the Tropical Rainfall Measuring Mission (TRMM) satellite. It was found that the monthly and hourly rain samples for each 0.2° grid point over the 8-yr period are composed of multiple precipitation systems. In this study, a “3-h-significant diurnal peak” was defined as the time of maximum rainfall with consecutive positive anomalies for more than 3 h. The fraction of the analyzed area with a 3-h-significant diurnal peak increased annually and accounted for 43% of the total global tropics at 0.2° resolution over the 8-yr period. The diurnal signature over Tibet and the Amazon showed a high degree of spatial uniformity (at >10° scale). The degree of similarity and locations of the regional diurnal characteristics are described in terms of seasonal variations and at multiple resolutions based on spatial uniformity. For example, uniform early-afternoon peaks generally appear over the coastal land and areas of high relief, whereas a seasonally invariant early-afternoon peak over the low-lying Amazon basin is recognized as a regional characteristic. In areas of coastal ocean, early-morning peaks appear in certain regions such as the area surrounding the so-called Maritime Continent and the area off the west coast of Mexico. These peaks are distinct from the global characteristics of late-morning rainfall maxima recorded over most coastal oceans and early-morning peaks recorded over open ocean. The results are also compared with those derived from TRMM Microwave Imager (TMI) data. In addition to obtaining a coherent signal, regional differences in the timing of maximum rainfall over the Tibetan Plateau were addressed; this discrepancy is attributed to limitations of the scattering algorithm used for TMI data in terms of detecting shallow convection and screening cold surfaces.

* Current affiliation: Hydrospheric Atmospheric Research Center, Nagoya University, Nagoya, Japan

Corresponding author address: Dr. Masafumi Hirose, Hydrospheric Atmospheric Research Center, Nagoya University, Nagoya, Japan. Email: hirose@hyarc.nagoya-u.ac.jp

Abstract

The adequacy of hourly rainfall sampling was examined in terms of the detection of diurnal variations using 8 yr (1998–2005) of data observed by the precipitation radar on the Tropical Rainfall Measuring Mission (TRMM) satellite. It was found that the monthly and hourly rain samples for each 0.2° grid point over the 8-yr period are composed of multiple precipitation systems. In this study, a “3-h-significant diurnal peak” was defined as the time of maximum rainfall with consecutive positive anomalies for more than 3 h. The fraction of the analyzed area with a 3-h-significant diurnal peak increased annually and accounted for 43% of the total global tropics at 0.2° resolution over the 8-yr period. The diurnal signature over Tibet and the Amazon showed a high degree of spatial uniformity (at >10° scale). The degree of similarity and locations of the regional diurnal characteristics are described in terms of seasonal variations and at multiple resolutions based on spatial uniformity. For example, uniform early-afternoon peaks generally appear over the coastal land and areas of high relief, whereas a seasonally invariant early-afternoon peak over the low-lying Amazon basin is recognized as a regional characteristic. In areas of coastal ocean, early-morning peaks appear in certain regions such as the area surrounding the so-called Maritime Continent and the area off the west coast of Mexico. These peaks are distinct from the global characteristics of late-morning rainfall maxima recorded over most coastal oceans and early-morning peaks recorded over open ocean. The results are also compared with those derived from TRMM Microwave Imager (TMI) data. In addition to obtaining a coherent signal, regional differences in the timing of maximum rainfall over the Tibetan Plateau were addressed; this discrepancy is attributed to limitations of the scattering algorithm used for TMI data in terms of detecting shallow convection and screening cold surfaces.

* Current affiliation: Hydrospheric Atmospheric Research Center, Nagoya University, Nagoya, Japan

Corresponding author address: Dr. Masafumi Hirose, Hydrospheric Atmospheric Research Center, Nagoya University, Nagoya, Japan. Email: hirose@hyarc.nagoya-u.ac.jp

Save
  • Asai, T., S. Ke, and Y-M. Kodama, 1998: Diurnal variability of cloudiness over East Asia and the western Pacific Ocean as revealed by GMS during the warm season. J. Meteor. Soc. Japan, 76 , 675684.

    • Search Google Scholar
    • Export Citation
  • Ba, M. B., and S. E. Nicholson, 1998: Analysis of convective activity and its relationship to the rainfall over the Rift Valley lakes of East Africa during 1983–90 using the Meteosat infrared channel. J. Appl. Meteor., 37 , 12501264.

    • Search Google Scholar
    • Export Citation
  • Barros, A. P., M. Joshi, J. Putkonen, and D. W. Burbank, 2000: A study of the 1999 monsoon rainfall in a mountainous region in central Nepal using TRMM products and rain gauge observations. Geophys. Res. Lett., 27 , 36833686.

    • Search Google Scholar
    • Export Citation
  • Barros, A. P., G. Kim, E. Williams, and S. W. Nesbitt, 2004: Probing orographic controls in the Himalayas during the monsoon using satellite imagery. Nat. Hazards Earth Syst. Sci., 4 , 2951.

    • Search Google Scholar
    • Export Citation
  • Berg, W., T. L’Ecuyer, and C. Kummerow, 2006: Rainfall climate regimes: The relationship of regional TRMM rainfall biases to the environment. J. Appl. Meteor. Climatol., 45 , 434454.

    • Search Google Scholar
    • Export Citation
  • Betts, A. K., J. D. Fuentes, M. Garstang, and J. H. Ball, 2002: Surface diurnal cycle and boundary layer structure over Rondônia during the rainy season. J. Geophys. Res., 107 .8065, doi:10.1029/2001JD000356.

    • Search Google Scholar
    • Export Citation
  • Bhatt, B. C., and K. Nakamura, 2005: Characteristics of monsoon rainfall around the Himalayas revealed by TRMM precipitation radar. Mon. Wea. Rev., 133 , 149165.

    • Search Google Scholar
    • Export Citation
  • Boccippio, D. J., W. A. Petersen, and D. J. Cecil, 2005: The tropical convective spectrum. Part I: Archetypal vertical structures. J. Climate, 18 , 27442769.

    • Search Google Scholar
    • Export Citation
  • Caldwell, P., C. S. Bretherton, and R. Wood, 2005: Mixed-layer budget analysis of the diurnal cycle of entrainment in southeast Pacific stratocumulus. J. Atmos. Sci., 62 , 37753791.

    • Search Google Scholar
    • Export Citation
  • Chiu, L. S., Z. Liu, J. Vongsaard, S. Morain, A. Budge, P. Neville, and C. Bales, 2006: Comparison of TRMM and water district rain rates over New Mexico. Adv. Atmos. Sci., 23 , 113.

    • Search Google Scholar
    • Export Citation
  • Collier, J. C., K. P. Bowman, and G. R. North, 2004: A comparison of tropical precipitation simulated by the community climate model with that measured by the Tropical Rainfall Measuring Mission satellite. J. Climate, 17 , 33193333.

    • Search Google Scholar
    • Export Citation
  • Comstock, K. K., C. S. Bretherton, and S. E. Yuter, 2005: Mesoscale variability and drizzle in southeast Pacific stratocumulus. J. Atmos. Sci., 62 , 37923807.

    • Search Google Scholar
    • Export Citation
  • Cutrim, E. M. C., D. W. Martin, D. G. Butzow, I. M. Silva, and E. Yulaeva, 2000: Pilot analysis of hourly rainfall in central and eastern Amazonia. J. Climate, 13 , 13261334.

    • Search Google Scholar
    • Export Citation
  • Dai, A., and K. E. Trenberth, 2004: The diurnal cycle and its depiction in the community climate system model. J. Climate, 17 , 930951.

    • Search Google Scholar
    • Export Citation
  • Ferraro, R., E. A. Smith, W. Berg, and G. J. Huffman, 1998: A screening methodology for passive microwave precipitation retrieval algorithms. J. Atmos. Sci., 55 , 15831600.

    • Search Google Scholar
    • Export Citation
  • Fujinami, H., S. Nomura, and T. Yasunari, 2005: Characteristics of diurnal variations in convection and precipitation over the southern Tibetan Plateau during summer. Sci. Online Lett. Atmos., 1 , 4952.

    • Search Google Scholar
    • Export Citation
  • Furuzawa, F. A., and K. Nakamura, 2005: Differences of rainfall estimates over land by Tropical Rainfall Measuring Mission (TRMM) precipitation radar (PR) and TRMM Microwave Imager (TMI)—Dependence on storm height. J. Appl. Meteor., 44 , 367383.

    • Search Google Scholar
    • Export Citation
  • Garreaud, R. D., and J. M. Wallace, 1997: The diurnal march of convective cloudiness over the Americas. Mon. Wea. Rev., 125 , 31573171.

    • Search Google Scholar
    • Export Citation
  • Geerts, B., and T. Dejene, 2005: Regional and diurnal variability of the vertical structure of precipitation systems in Africa based on spaceborne radar data. J. Climate, 18 , 893915.

    • Search Google Scholar
    • Export Citation
  • Gochis, D. J., J-C. Leal, W. J. Shuttleworth, C. J. Watts, and J. Garatuza-Payan, 2003: Preliminary diagnostics from a new event-based precipitation monitoring system in support of the North American Monsoon Experiment (NAME). J. Hydrometeor., 4 , 974981.

    • Search Google Scholar
    • Export Citation
  • Hendon, H. H., and K. Woodberry, 1993: The diurnal cycle of tropical convection. J. Geophys. Res., 98 , 1662316638.

  • Hirose, M., and K. Nakamura, 2004: Spatiotemporal variation of the vertical gradient of rainfall rate observed by the TRMM precipitation radar. J. Climate, 17 , 33783397.

    • Search Google Scholar
    • Export Citation
  • Hirose, M., and K. Nakamura, 2005: Spatial and diurnal variation of precipitation systems over Asia observed by the TRMM precipitation radar. J. Geophys. Res., 110 .D05106, doi:10.1029/2004JD004815.

    • Search Google Scholar
    • Export Citation
  • Hirose, M., S. Shimizu, T. Higashiuwatoko, and T. Tanaka, 2005: Spatial variation of the vertical gradient of rainfall rate near the surface. Proc. Geosci. Remote Sens. Symp. (IGARSS’05), Seoul, Korea, IEEE, 5108–5109.

  • Ichikawa, H., and T. Yasunari, 2006: Time–space characteristics of diurnal rainfall over Borneo and surrounding oceans as observed by TRMM-PR. J. Climate, 19 , 12381260.

    • Search Google Scholar
    • Export Citation
  • Janowiak, J. E., V. E. Kousky, and R. J. Joyce, 2005: Diurnal cycle of precipitation determined from the CMORPH high spatial and temporal resolution global precipitation analyses. J. Geophys. Res., 110 .D23105, doi:10.1029/2005JD006156.

    • Search Google Scholar
    • Export Citation
  • Jobard, I., 2001: Status of satellite retrieval of rainfall at different scales using multi-source data. Proc. Second MEGHA-TROPIQUES Scientific Workshop, Paris, France, ISRO-CNES, 10 pp.

  • Joseph, R., M. Ting, and P. Kumar, 2000: Multiple-scale spatio-temporal variability of precipitation over the coterminous United States. J. Hydrometeor., 1 , 373392.

    • Search Google Scholar
    • Export Citation
  • Kidd, C., D. R. Kniveton, M. C. Todd, and T. J. Bellerby, 2003: Satellite rainfall estimation using combined passive microwave and infrared algorithms. J. Hydrometeor., 4 , 10881104.

    • Search Google Scholar
    • Export Citation
  • Kim, M-J., J. A. Weinman, and R. A. Houze, 2004: Validation of maritime rainfall retrievals from the TRMM microwave radiometer. J. Appl. Meteor., 43 , 847859.

    • Search Google Scholar
    • Export Citation
  • Kitoh, A., and O. Arakawa, 2005: Reduction in tropical rainfall diurnal variation by global warming simulated by a 20-km mesh climate model. Geophys. Res. Lett., 32 .L18709, doi:10.1029/2005GL023350.

    • Search Google Scholar
    • Export Citation
  • Kummerow, C., and Coauthors, 2001: The evolution of the Goddard profiling algorithm (GPROF) for rainfall estimation from passive microwave sensors. J. Appl. Meteor., 40 , 18011820.

    • Search Google Scholar
    • Export Citation
  • Mapes, B. E., T. T. Warner, M. Xu, and A. J. Negri, 2003: Diurnal patterns of rainfall in northwestern South America. Part I: Observations and context. Mon. Wea. Rev., 131 , 799812.

    • Search Google Scholar
    • Export Citation
  • McCollum, J. R., and R. R. Ferraro, 2003: Next generation of NOAA/NESDIS TMI, SSM/I, and AMSR-E microwave land rainfall algorithms. J. Geophys. Res., 108 .8382, doi:10.1029/2001JD001512.

    • Search Google Scholar
    • Export Citation
  • Mori, S., and Coauthors, 2004: Diurnal land–sea rainfall peak migration over Sumatera Island, Indonesian Maritime Continent, observed by TRMM satellite and intensive rawinsonde soundings. Mon. Wea. Rev., 132 , 20212039.

    • Search Google Scholar
    • Export Citation
  • National Research Council, 2005: TRMM senior review proposal. National Academy of Science, 38 pp.

  • Negri, A. J., T. L. Bell, and L. Xu, 2002a: Sampling of the diurnal cycle of precipitation using TRMM. J. Atmos. Oceanic Technol., 19 , 13331344.

    • Search Google Scholar
    • Export Citation
  • Negri, A. J., L. Xu, and R. F. Adler, 2002b: A TRMM-calibrated infrared rainfall algorithm applied over Brazil. J. Geophys. Res., 107 .8048, doi:10.1029/2000JD000265.

    • Search Google Scholar
    • Export Citation
  • Nesbitt, S. W., and E. J. Zipser, 2003: The diurnal cycle of rainfall and convective intensity according to three years of TRMM measurements. J. Climate, 16 , 14561475.

    • Search Google Scholar
    • Export Citation
  • Nesbitt, S. W., R. Cifelli, and S. A. Rutledge, 2006: Storm morphology and rainfall characteristics of TRMM precipitation features. Mon. Wea. Rev., 134 , 27022721.

    • Search Google Scholar
    • Export Citation
  • Ohsawa, T., H. Ueda, T. Hayashi, A. Watanabe, and J. Matsumoto, 2001: Diurnal variations of convective activity and rainfall in tropical Asia. J. Meteor. Soc. Japan, 79 , 333352.

    • Search Google Scholar
    • Export Citation
  • Rozendaal, M. A., C. B. Leovy, and S. A. Klein, 1995: An observational study of diurnal variations of marine stratiform cloud. J. Climate, 8 , 17951809.

    • Search Google Scholar
    • Export Citation
  • Sato, T., 2001: Spatial and temporal variations of frozen ground and snow cover in the eastern part of the Tibetan Plateau. J. Meteor. Soc. Japan, 79 , 519534.

    • Search Google Scholar
    • Export Citation
  • Schumacher, C., and R. A. Houze, 2006: Stratiform precipitation production over sub-Saharan Africa and the tropical east Atlantic as observed by TRMM. Quart. J. Roy. Meteor. Soc., 132 , 22352255.

    • Search Google Scholar
    • Export Citation
  • Seto, S., N. Takahashi, and T. Iguchi, 2005: Rain/no-rain classification methods for microwave radiometer observations over land using statistical information for brightness temperatures under no-rain conditions. J. Appl. Meteor., 44 , 12431259.

    • Search Google Scholar
    • Export Citation
  • Slingo, A., K. I. Hodges, and G. J. Robinson, 2004: Simulation of the diurnal cycle in a climate model and its evaluation using data from Meteosat 7. Quart. J. Roy. Meteor. Soc., 130 , 14491467.

    • Search Google Scholar
    • Export Citation
  • Yamamoto, M. K., F. A. Furuzawa, A. Higuchi, and K. Nakamura, 2008: Comparison of diurnal variations in precipitation systems observed by TRMM PR, TMI, and VIRS. J. Climate, in press.

    • Search Google Scholar
    • Export Citation
All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 661 417 97
PDF Downloads 179 25 2