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Validation of satellite rainfall products over Greece

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Abstract

Six widely available satellite precipitation products were extensively validated and intercompared on monthly-to-seasonal timescales and various spatial scales, for the period 1998–2006, using a dense station network over Greece. Satellite products were divided into three groups according to their spatial resolution. The first group had high spatial (0.5°) resolution and consists only of Tropical Rainfall Measuring Mission (TRMM) products: the TRMM Microwave Imager (TMI) precipitation product (3A12) and the TRMM multisatellite precipitation analysis products (3B42 and 3B43). The second group comprised products with medium spatial (1°) resolution. These products included the TRMM 3B42 and 3B43 estimates (remapped to 1° resolution) and the Global Precipitation Climatology Project one-degree daily (GPCP-1DD) analysis. The third group consisted of low spatial (2.5°) resolution products and included the 3B43 product (remapped to 2.5° resolution), the GPCP Satellite and Gauge (GPCP-SG) product, and the National Oceanographic and Atmospheric Administration Climate Prediction Center (NOAA-CPC) Merged Analysis (CMAP). Rain gauge data were first gridded and then compared with monthly and seasonal precipitation totals as well as with long-term averages of the six satellite products at different spatial resolutions (2.5°, 1°, and 0.5°). The results demonstrated the excellent performance of the 3B43 product over Greece in all three spatial scales. 3B42 from the first and second group and CMAP from the third exhibited a reasonable skill.

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References

  • Adeyewa Z, Nakamura K (2003) Validation of TRMM radar rainfall data over major climatic regions in Africa. J Appl Meteorol 42:331–347

    Article  Google Scholar 

  • Adler RF, Huffman GJ, Chang A, Ferraro F, Xie P, Janowiak J, Rudolf B, Schneider U, Curtis S, Bolvin D, Gruber A, Susskind J, Arkin P, Nelkin E (2003) The Version-2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis (1979–present). J Hydrometeorol 4:1147–1167

    Article  Google Scholar 

  • Ali A, Amani A, Diedhiou A, Lebel T (2005) Rainfall estimation in the Sahel. Part II: Evaluation of rain gauge networks in the CILSS Countries and objective intercomparison of rainfall products. J Appl Meteorol 44:1707–1722

    Article  Google Scholar 

  • Barrett EC, Doodge J, Goodman M, Janowiak J, Smith E, Kidd C (1994) The first WetNet Precipitation Intercomparison Project (PIP-1). Remote Sens Rev 11:49–60

    Article  Google Scholar 

  • Chiu LS, Shin D-B, Vongsaard J (2004) Monthly surface rain rate from TRMM algorithms: Annual mean comparison. Committee on Space Research, 35th COSPAR Scientific Assembly, 2004, Paris, France, abstract COSPAR04-A-03190

  • Chiu LS, Liu Z, Vongsaard J, Morain S, Budge A, Neville P, Bales C (2006) Comparison of TRMM and water district rain rates over New Mexico. Adv Atmos Sci 23(1):1–13

    Article  Google Scholar 

  • Chokngamwong R, Chiu L (2007) Thailand daily rainfall and comparison with TRMM products. J Hydrometeorol 9(2):256–266

    Article  Google Scholar 

  • Dinku T, Ceccato P, Grover-Kopec E, Lemma M, Connor SJ, Ropelewski CF (2007) Validation of satellite rainfall products over East Africa’s complex topography. Int J Rem Sens 28(7):1503–1526

    Article  Google Scholar 

  • Ebert EE, Janowiak JE, Kidd C (2007) Comparison of near-real-time precipitation estimates from satellite observations and numerical models. Bull Amer Meteorol Soc 78(1):47–64

    Article  Google Scholar 

  • Fisher BL, Huffman GJ (2001) Validation of TRMM satellite rainfall products over Oklahoma for a three year period (1998–2000). American Geophysical Union, Fall Meeting 2001, abstract H11A-0216

  • Gabella M, Michaelides S, Constantinides P, Perona G (2006) Climatological validation of TRMM precipitation radar monthly rain products over Cyprus during the first 5 years (December 1997 to November 2002). Meteor. Zeitschrift N.F. 15(5):559–564

    Article  Google Scholar 

  • Henschke AE, Habib E (2008) Validation of NASA-TRMM MPA precipitation estimates during tropical storms using gauge and radar-based estimates. Eos Trans. AGU, 88(23), Jt. Assem. Suppl., Abstract H24A-04

  • Huffman GJ, Adler RF, Arkin P, Chang A, Ferraro R, Gruber A, Janowiak J, McNab A, Rudolph B, Schneider U (1997) The Global Precipitation Climatology Project (GPCP) combined precipitation dataset. Bul Amer Meteor Soc 78:5–20

    Article  Google Scholar 

  • Huffman GJ, Morrissey M, Bolvin DT, Curtis S, Joyce R, McGavock B, Susskind J (2001) Global precipitation at one-degree daily resolution from multisatellite observations. J Hydrometeorol 2:36–50

    Article  Google Scholar 

  • Huffman GJ, Adler R, Bolvin D, Nelkin E (2004) Uncertainty in fine-scale MPA precipitation estimates and implications for hydrometeorological analysis and forecasting, 18th Conference On Hydrology, 11–18 January, 2004. Seattle, WA

    Google Scholar 

  • Huffman GJ, Adler RF, Bolvin DT, Gu G, Nelkin EJ, Bowman KP, Hong Y, Stocker EF, Wolff DB (2007) The TRMM multi-satellite precipitation analysis: quasi-global, multi-year, combined-sensor precipitation estimates at fine scale. J Hydrometeor 8(1):38–55

    Article  Google Scholar 

  • Islam N, Uyeda H (2005) Comparison of TRMM 3B42 products with surface rainfall over Bangladesh. In proceedings of Geoscience and Remote Sensing Symposium, IGARSS ’05, 2005. IEEE International 6:4112–4115

    Google Scholar 

  • Katsanos D, Lagouvardos K, Kotroni V, Huffmann GJ (2004) Statistical evaluation of MPA-RT high-resolution precipitation estimates from satellite platforms over the central and eastern Mediterranean. Geophys Res Lett 31:L06116. doi:10.1029/2003GL019142

    Article  Google Scholar 

  • Kozu T, Ong JT, Wilson CL, Reddy KK, Jain AR, Viswanathan G, Iguchi T, Thurai M, Katsumata T (2002) Precipitation measurements in Singapore and south India for TRMM ground validation and TRMM PR algorithm improvements. TRMM International Science Conference, 22–26 July 2002, Honolulu, HI

  • Kummerow C, Simpson J, Thiele O, Barnes W, Chang ATC, Stocker E, Adler RF, Hou A (2000) The status of the tropical rainfall measuring mission (TRMM) after two years in orbit. J Appl Meteor 39:1965–1982

    Article  Google Scholar 

  • Kummerow C, Shin D-B, Hong Y, Olson WS, Yang S, Adler RF, McCollum J, Ferraro R, Petty G, Shin DB, Wilheit TT (2001) The evolution of the Goddard profiling algorithm (GPROF) for rainfall estimation from passive microwave sensors. J Appl Meteor 40:1801–1840

    Article  Google Scholar 

  • Legates DR, McCabe GJ (1999) Evaluating the use of ‘goodness-of-fit’ measures in hydrologic and hydroclimatic model validation. Water Resources Research 35:233–241

    Article  Google Scholar 

  • Lettenmaier DP, Su F (2007) Evaluation of TRMM Multi-satellite Precipitation Analysis (TMPA) and its utility in hydrologic prediction in La Plata Basin. Geophys Res Abst 9:10992

    Google Scholar 

  • Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models. I. A discussion of principles. J Hydrology 10:282–290

    Article  Google Scholar 

  • Nicholson SE, Some B, McCollum J, Nelkin E, Klotter D, Berte Y, Diallo BM, Gaye I, Kpabebe G, Ndiaye O, Noukpozounkou JN, Tanu MM, Thiam A, Toure AA, Traore AK (2003) Validation of TRMM and other rainfall estimates with a high-density gauge dataset for West Africa. Part II: Validation of TRMM rainfall products. J Appl Meteorol 42:1355–1368

    Article  Google Scholar 

  • Rudolf B, Hauschild H, Ruth W, Schneider U (1996) Comparison of raingauge analyses, satellite-based precipitation estimates and forecast model results. Adv Space Res 18(7):53–62

    Article  Google Scholar 

  • Shin D-B, Chiu LS, Kafatos M (2001) Comparison of the monthly precipitation derived from the TRMM satellite. Geophys Res Lett 28(5):795–798

    Article  Google Scholar 

  • Villarini G, Krajewski WF (2007) Evaluation of the research version TMPA three-hourly 0.25° × 0.25° rainfall estimates over Oklahoma. Geophys Res Let 34:L05402. doi:10.1029/2006GL029147

    Article  Google Scholar 

  • Xie P, Arkin PA (1995) An intercomparison of gauge observations and satellite estimates of monthly precipitation. J Appl Meteorol 34:1143–1160

    Article  Google Scholar 

  • Xie P, Arkin PA (1996a) Analyses of global monthly precipitation using gauge observations, satellite estimates and numerical model predictions. J Climate 9:840–858

    Article  Google Scholar 

  • Xie P, Arkin PA (1996b) Gauge-based monthly analysis of global land precipitation from 1971 to 1994. J Geophys Res 101:19023–19034

    Article  Google Scholar 

  • Xie P, Arkin PA (1997) Global precipitation: a 17-year monthly analysis based on gauge observations, satellite estimates and numerical model outputs. Bull Amer Met Soc 78:2539–2558

    Article  Google Scholar 

  • Yin X, Gruber A, Arkin P (2004) Comparison of the GPCP and CMAP merged gauge-satellite monthly precipitation products for the period 1979–2001. J Hydromet 5:1207–1222

    Article  Google Scholar 

Download references

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Authors and Affiliations

  1. Department of Meteorology and Climatology, Aristotle University of Thessaloniki, 54124, Thessaloniki, Greece

    H. Feidas

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Feidas, H. Validation of satellite rainfall products over Greece. Theor Appl Climatol 99, 193–216 (2010). https://doi.org/10.1007/s00704-009-0135-8

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  • DOI: https://doi.org/10.1007/s00704-009-0135-8

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