동아시아 및 남한 지역에서의 Integrated MultisatellitE Retrievals for GPM (IMERG) 일강수량의 지상관측 검증
Evaluation of Daily Precipitation Estimate from Integrated MultisatellitE Retrievals for GPM (IMERG) Data over South Korea and East Asia
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초록
This paper evaluates daily precipitation products from Integrated Multisatellite Retrievals for Global Precipitation Measurement (IMERG), Tropical Rainfall Measuring Mission Multisatellite (TRMM) Precipitation Analysis (TMPA), and the Climate Prediction Center Morphing Method (CMORPH), validated against gauge observation over South Korea and gauge-based analysis data East Asia during one year from June 2014 to May 2015. It is found that the three products effectively capture the seasonal variation of mean precipitation with relatively good correlation from spring to fall. Among them, IMERG and TMPA show quite similar precipitation characteristics but overall underestimation is found from all precipitation products during winter compared with observation. IMERG shows reliably high performance in precipitation for all seasons, showing the most unbiased and accurate precipitation estimation. However, it is also noticed that IMERG reveals overestimated precipitation for heavier precipitation thresholds. This assessment work suggests the validity of the IMERG product for not only seasonal precipitation but also daily precipitation, which has the potential to be used as reference precipitation data.
Abstract
This paper evaluates daily precipitation products from Integrated Multisatellite Retrievals for Global Precipitation Measurement (IMERG), Tropical Rainfall Measuring Mission Multisatellite (TRMM) Precipitation Analysis (TMPA), and the Climate Prediction Center Morphing Method (CMORPH), validated against gauge observation over South Korea and gauge-based analysis data East Asia during one year from June 2014 to May 2015. It is found that the three products effectively capture the seasonal variation of mean precipitation with relatively good correlation from spring to fall. Among them, IMERG and TMPA show quite similar precipitation characteristics but overall underestimation is found from all precipitation products during winter compared with observation. IMERG shows reliably high performance in precipitation for all seasons, showing the most unbiased and accurate precipitation estimation. However, it is also noticed that IMERG reveals overestimated precipitation for heavier precipitation thresholds. This assessment work suggests the validity of the IMERG product for not only seasonal precipitation but also daily precipitation, which has the potential to be used as reference precipitation data.
참고문헌 (46)
- Robert F. Adler, "Intercomparison of Global Precipitation Products: The Third Precipitation Intercomparison Project (PIP–3)", Bulletin of the American Meteorological Society, 82(7), pp.1377~1396 (2001), American Meteorological Society[DOI]
- Kazumasa AONASHI, "GSMaP Passive Microwave Precipitation Retrieval Algorithm : Algorithm Description and Validation", Journal of the Meteorological Society of Japan, 87A, pp.119~136 (2009), Meteorological Society of Japan[DOI]
- Arkin, P. A., "The Global Precipitation Climatology Project: First Algorithm Intercomparison Project", Bull. Amer. Meteor. Soc., 75, pp.401~419 (1994)[DOI]
- E. C. Barrett, "The first WetNet precipitation intercomparison project (PIP‐1): Interpretation of results", Remote Sensing Reviews, 11(1-4), pp.303~373 (1994), Informa UK Limited[DOI]
- Ali Behrangi, "PERSIANN-MSA: A Precipitation Estimation Method from Satellite-Based Multispectral Analysis", Journal of Hydrometeorology, 10(6), pp.1414~1429 (2009), American Meteorological Society[DOI]
- Chen, V. C., "Time-frequency Transforms for Radar Imaging and Signal Analysis", pp.234~ (2001), Artech House
- Chen, M., "Assessing objective techniques for gauge-based analyses of global daily precipitation", J. Geophys. Res., 113, pp.D04110~ (2008)
- Amin K. Dezfuli, "Validation of IMERG Precipitation in Africa", Journal of Hydrometeorology, 18(10), pp.2817~2825 (2017), American Meteorological Society[DOI]
- T. Dinku, "Validation of satellite rainfall products over East Africa's complex topography", International Journal of Remote Sensing, 28(7), pp.1503~1526 (2007), Informa UK Limited[DOI]
- James C. Dodge, "The WetNet project", Remote Sensing Reviews, 11(1-4), pp.5~21 (1994), Informa UK Limited[DOI]
- Zheng Duan, "Evaluation of eight high spatial resolution gridded precipitation products in Adige Basin (Italy) at multiple temporal and spatial scales", Science of The Total Environment, 573, pp.1536~1553 (2016), Elsevier BV[DOI]
- Ebert, E. E., "Performance of satellite rainfall estimation algorithms during TOGA COARE", J. Atmos. Sci., 55, pp.1537~1557 (1998)[DOI]
- Elizabeth E. Ebert, "Results from the GPCP Algorithm Intercomparison Programme", Bulletin of the American Meteorological Society, 77(12), pp.2875~2887 (1996), American Meteorological Society[DOI]
- R. Fischer, "A system of conservative regridding for ice–atmosphere coupling in a General Circulation Model (GCM)", Geoscientific Model Development, 7(3), pp.883~907 (2014), Copernicus GmbH[DOI]
- Hao Guo, "Early assessment of Integrated Multi-satellite Retrievals for Global Precipitation Measurement over China", Atmospheric Research, 176-177, pp.121~133 (2016), Elsevier BV[DOI]
- Hogan, R. J., "Verification of cloud-fraction forecasts", Quart. J. Roy. Meteor. Soc., 135, pp.1494~1511 (2009)[DOI]
- Arthur Y. Hou, "The Global Precipitation Measurement Mission", Bulletin of the American Meteorological Society, 95(5), pp.701~722 (2014), American Meteorological Society[DOI]
- Huffman, G. J., "Fifth workshop of the international precipitation working group", Bull. Amer. Meteor. Soc., 92, pp.ES54~ES57 (2011)
- George J. Huffman, "Global Precipitation Estimates Based on a Technique for Combining Satellite-Based Estimates, Rain Gauge Analysis, and NWP Model Precipitation Information", Journal of Climate, 8(5), pp.1284~1295 (1995), American Meteorological Society[DOI]
- George J. Huffman, "The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales", Journal of Hydrometeorology, 8(1), pp.38~55 (2007), American Meteorological Society[DOI]
- Huffman, G. J., "The TRMM Multi-Satellite precipitation analysis (TMPA). Satellite Rainfall Applications for Surface Hydrology", pp.3~22 (2010), Springer
- Huffman, G. J, "NASA Global Precipitation Measurement (GPM) Integrated Multi-satellitE Retrievals for GPM (IMERG). ATBD Version 4.5", 26~ (2015)
- Integrated Multi-satellitE Retrievals for GPM (IMERG) technical documentation, "Huffman, G. J.", NASA, 54~ (2015)
- Day 1 IMERG final run release notes, "Huffman, G. J.", NASA, 9~ (2015)
- Jin, K. W., "NASA's space-bome microwave remote sensing missions of GPM and SMAP for a global water cycle research", Current Industrial and Technological Trends in Aerospace, 13, pp.96~106 (2015)
- Joyce, R. J., "Kalman filter-based CMORPH", J. Hydrometeor., 12, pp.1547~1563 (2011)[DOI]
- Robert J. Joyce, "CMORPH: A Method that Produces Global Precipitation Estimates from Passive Microwave and Infrared Data at High Spatial and Temporal Resolution", Journal of Hydrometeorology, 5(3), pp.487~503 (2004), American Meteorological Society[DOI]
- C. Kidd, "Intercomparison of High-Resolution Precipitation Products over Northwest Europe", Journal of Hydrometeorology, 13(1), pp.67~83 (2012), American Meteorological Society[DOI]
- Kiyoung Kim, "Evaluation of topographical and seasonal feature using GPM IMERG and TRMM 3B42 over Far-East Asia", Atmospheric Research, 187, pp.95~105 (2017), Elsevier BV[DOI]
- Myung-Seo Koo, "An Evaluation of the Tropical Rainfall Measuring Mission (TRMM) Multi-Satellite Precipitation Analysis (TMPA) Data over South Korea", Asia-Pacific Journal of Atmospheric Sciences, 45(3), pp.265~282 (2009), 한국기상학회
- Kummerow, C., "A simplified scheme for obtaining precipitation and vertical hydrometeor profiles from passive microwave sensors", IEEE Trans. Geosci. Remote Sens., 34, pp.1213~1232 (1996)[DOI]
- Liu, Z., "Comparison of Integrated Multisatellite Retrievals for GPM (IMERG) and TRMM Multisatellite Precipitation Analysis (TMPA) monthly precipitation products: Initial results", J. Hydrometeor., 17, pp.777~790 (2016)[DOI]
- Lopez, P., "Comparison of OPERA precipitation radar composites to CMORPH, SYNOP and ECMWF model data. ECMWF Tech. Memo. No. 569", 22~ (2008)
- William S. Olson, "Atmospheric Latent Heating Distributions in the Tropics Derived from Satellite Passive Microwave Radiometer Measurements", Journal of Applied Meteorology, 38(6), pp.633~664 (1999), American Meteorological Society[DOI]
- Satya Prakash, "From TRMM to GPM: How well can heavy rainfall be detected from space?", Advances in Water Resources, 88, pp.1~7 (2016), Elsevier BV[DOI]
- Yaxin Qin, "Evaluation of Satellite Rainfall Estimates over the Chinese Mainland", Remote Sensing, 6(11), pp.11649~11672 (2014), MDPI AG[DOI]
- Roebber, P. J., "Visualizing multiple measures of forecast quality", Wea. Forecasting, 24, pp.601~608 (2009)[DOI]
- Sharifi, E., "Assessment of GPM-IMERG and other precipitation products against gauge data under different topographic and climatic conditions in Iran: preliminary results", Remote Sens., 8, pp.135~ (2016)[DOI]
- Smith, E. A., "Results of the WetNet PIP-2 Project", J. Atmos. Sci., 55, pp.1483~1536 (1998)[DOI]
- Sohn, B. J., "Proposing research and development activities for utilizing the Global Precipitation Measurement (GPM)", Atmosphere, 15, pp.47~57 (2005)
- Sohn, B. J., "Validation of satellite based high-resolution rainfall products over the Korean Peninsula using data from a dense rain gauge network", J. Appl. Meteor. Climatol., 49, pp.701~714 (2010)[DOI]
- Soroosh Sorooshian, "Evaluation of PERSIANN System Satellite–Based Estimates of Tropical Rainfall", Bulletin of the American Meteorological Society, 81(9), pp.2035~2046 (2000), American Meteorological Society[DOI]
- Guoqiang Tang, "Evaluation of GPM Day-1 IMERG and TMPA Version-7 legacy products over Mainland China at multiple spatiotemporal scales", Journal of Hydrology, 533, pp.152~167 (2016), Elsevier BV[DOI]
- Weng, F., "Advanced microwave sounding unit application of high resolution multi-satellite precipitation products and a distributed hydrological modeling for daily runoff simulation cloud and precipitation algorithm", Radio Sci., 38, pp.8068~8080 (2003)
- Pingping Xie, "A Gauge-Based Analysis of Daily Precipitation over East Asia", Journal of Hydrometeorology, 8(3), pp.607~626 (2007), American Meteorological Society[DOI]
- Zhao, L., "Retrieval of ice cloud parameters using the Advanced Microwave Sounding Unit", J. Appl. Meteorol., 41, pp.384~395 (2002)[DOI]
