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Volumn 52, Issue 1, 2014, Pages 288-304

Estimation of satellite rainfall error variance using readily available geophysical features

Author keywords

Climate; Error variance; Geophysical features; Rainfall rate; Regression model; Satellite rainfall; Season; Topography

Indexed keywords

CLIMATE; ERROR VARIANCE; GEOPHYSICAL FEATURES; RAINFALL RATES; REGRESSION MODEL; SATELLITE RAINFALLS; SEASON;

EID: 84890426166     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2013.2238636     Document Type: Article
Times cited : (34)

References (42)
  • 1
    • 0029528541 scopus 로고
    • Global precipitation estimates based on a technique for combining satellite-based estimates, rain gauge analysis, and NWP model precipitation information
    • G. J. Huffman, R. F. Adler, B. Rudolf, U. Schneider, and P. R. Keehn, "Global precipitation estimates based on a technique for combining satellite-based estimates, rain gauge analysis, and NWP model precipitation information, " J. Climate, vol. 8, no. 5, pp. 1284-1295, May 1995. (Pubitemid 26442033)
    • (1995) Journal of Climate , vol.8 , Issue.5 , pp. 1284-1295
    • Huffman, G.J.1    Adler, R.F.2    Rudolf, B.3    Schneider, U.4    Keehn, P.R.5
  • 5
    • 33947356755 scopus 로고    scopus 로고
    • The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-global, multiyear, combined-sensor precipitation estimates at fine scales
    • DOI 10.1175/JHM560.1
    • G. J. Huffman, R. F. Adler, D. T. Bolvin, G. Gu, E. J. Nelkin, K. P. Bowman, Y. Hong, E. F. Stocker, and D. B. Wolff, "The TRMM multi-satellite precipitation analysis: Quasi-global, multi-year, combinedsensor precipitation estimates at fine scale, " J. Hydrometeor., vol. 8, no. 1, pp. 38-55, Feb. 2007. (Pubitemid 46444451)
    • (2007) Journal of Hydrometeorology , vol.8 , Issue.1 , pp. 38-55
    • Huffman, G.J.1    Adler, R.F.2    Bolvin, D.T.3    Gu, G.4    Nelkin, E.J.5    Bowman, K.P.6    Hong, Y.7    Stocker, E.F.8    Wolff, D.B.9
  • 6
    • 2442514138 scopus 로고    scopus 로고
    • CMORPH: A method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution
    • DOI 10.1175/1525-7541(2004) 005<0487:CAMTPG>2.0.CO;2
    • R. Joyce, J. E. Janowiak, P. A. Arkin, and P. Xie, "CMORPH: A method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution, " J. Hydrometeor., vol. 5, no. 3, pp. 487-503, Jun. 2004. (Pubitemid 38978529)
    • (2004) Journal of Hydrometeorology , vol.5 , Issue.3 , pp. 487-503
    • Joyce, R.J.1    Janowiak, J.E.2    Arkin, P.A.3    Xie, P.4
  • 7
    • 80755154526 scopus 로고    scopus 로고
    • Kalman filter-based CMORPH
    • Dec
    • R. Joyce and P. Xie, "Kalman filter-based CMORPH, " J. Hydrometeor., vol. 12, no. 6, pp. 1547-1563, Dec. 2011.
    • (2011) J. Hydrometeor , vol.12 , Issue.6 , pp. 1547-1563
    • Joyce, R.1    Xie, P.2
  • 8
    • 84891382236 scopus 로고    scopus 로고
    • Extreme precipitation estimation using satellite-based PERSIANN-CCS algorithm
    • M. Gebremichael and F. Hossain, Eds. New York, NY, USA: Springer-Verlag
    • K. Hsu, A. Behrangi, B. Imam, and S. Sorooshian, "Extreme precipitation estimation using satellite-based PERSIANN-CCS algorithm, " in Satellite Rainfall Applications for Surface Hydrology, M. Gebremichael and F. Hossain, Eds. New York, NY, USA: Springer-Verlag, 2010, pp. 3-22.
    • (2010) Satellite Rainfall Applications for Surface Hydrology , pp. 3-22
    • Hsu, K.1    Behrangi, A.2    Imam, B.3    Sorooshian, S.4
  • 9
    • 0001508343 scopus 로고    scopus 로고
    • Evaluation of PERSIANN system satellite - Based estimates of tropical rainfall
    • Sep
    • S. Sorooshian, K. L. Hsu, X. Gao, H. V. Gupta, B. Imam, and D. Braithwaite, "Evaluation of PERSIANN system satellite - Based estimates of tropical rainfall, " Bull. Amer. Meteor. Soc., vol. 81, no. 9, pp. 2035-2046, Sep. 2000.
    • (2000) Bull. Amer. Meteor. Soc , vol.81 , Issue.9 , pp. 2035-2046
    • Sorooshian, S.1    Hsu, K.L.2    Gao, X.3    Gupta, H.V.4    Imam, B.5    Braithwaite, D.6
  • 10
    • 78651420049 scopus 로고    scopus 로고
    • REFAME: Rain estimation using forward-adjusted advection of microwave estimates
    • Dec
    • A. Behrangi, B. Imam, K. L. Hsu, S. Sorooshian, T. J. Bellerby, and G. J. Huffman, "REFAME: Rain estimation using forward-adjusted advection of microwave estimates, " J. Hydrometeor., vol. 11, no. 6, pp. 1305-1321, Dec. 2010.
    • (2010) J. Hydrometeor , vol.11 , Issue.6 , pp. 1305-1321
    • Behrangi, A.1    Imam, B.2    Hsu, K.L.3    Sorooshian, S.4    Bellerby, T.J.5    Huffman, G.J.6
  • 12
    • 84858322157 scopus 로고    scopus 로고
    • The NRL-blend high resolution precipitation product and its application to land surface hydrology
    • M. Gebremichael and F. Hossain, Eds. New York, NY, USA: Springer-Verlag
    • J. T. Turk, G. V. Mostovoy, and V. Anantharaj, "The NRL-blend high resolution precipitation product and its application to land surface hydrology, " in Satellite Rainfall Applications for Surface Hydrology, M. Gebremichael and F. Hossain, Eds. New York, NY, USA: Springer- Verlag, 2010, pp. 85-104.
    • (2010) Satellite Rainfall Applications for Surface Hydrology , pp. 85-104
    • Turk, J.T.1    Mostovoy, G.V.2    Anantharaj, V.3
  • 13
    • 84891377358 scopus 로고    scopus 로고
    • The TRMM multi-satellite Precipitation Analysis (TMPA)
    • M. Gebremichael and F. Hossain, Eds. New York, NY, USA: Springer-Verlag
    • G. J. Huffman, R. F. Adler, D. T. Bolvin, and E. Nelkin, "The TRMM multi-satellite Precipitation Analysis (TMPA), " in Satellite Rainfall Applications for Surface Hydrology, M. Gebremichael and F. Hossain, Eds. New York, NY, USA: Springer-Verlag, 2010, pp. 3-22.
    • (2010) Satellite Rainfall Applications for Surface Hydrology , pp. 3-22
    • Huffman, G.J.1    Adler, R.F.2    Bolvin, D.T.3    Nelkin, E.4
  • 14
    • 0842291526 scopus 로고    scopus 로고
    • Satellite rainfall estimation using combined passive microwave and infrared algorithms
    • DOI 10.1175/1525-7541(2003) 004<1088:SREUCP>2.0.CO;2
    • C. Kidd, D. R. Kniveton, M. C. Todd, and T. J. Bellerby, "Satellite rainfall estimation using combined passive microwave and infrared algorithms, " J. Hydrometeor., vol. 4, no. 6, pp. 1088-1104, Dec. 2003. (Pubitemid 38162557)
    • (2003) Journal of Hydrometeorology , vol.4 , Issue.6 , pp. 1088-1104
    • Kidd, C.1    Kniveton, D.R.2    Todd, M.C.3    Bellerby, T.J.4
  • 15
    • 84858243878 scopus 로고    scopus 로고
    • How much can a priori hydrologic model predictability help in optimal merging of satellite precipitation products?
    • Dec
    • A. S. Gebregiorgis and F. Hossain, "How much can a priori hydrologic model predictability help in optimal merging of satellite precipitation products?" J. Hydrometeor., vol. 12, no. 6, pp. 1287-1298, Dec. 2011.
    • (2011) J. Hydrometeor , vol.12 , Issue.6 , pp. 1287-1298
    • Gebregiorgis, A.S.1    Hossain, F.2
  • 16
    • 81755180762 scopus 로고    scopus 로고
    • Adaptive fusion of multisensor precipitation using Gaussian-scale mixtures in the wavelet domain
    • Nov
    • A. M. Ebtehaj and E. Foufoula-Georgiou, "Adaptive fusion of multisensor precipitation using Gaussian-scale mixtures in the wavelet domain, " J. Geophys. Res., vol. 116, no. D22, p. D22 110, Nov. 2011.
    • (2011) J. Geophys. Res , vol.116 , Issue.D22
    • Ebtehaj, A.M.1    Foufoula-Georgiou, E.2
  • 17
    • 33847659625 scopus 로고    scopus 로고
    • Comparison of near-real-time precipitation estimates from satellite observations and numerical models
    • DOI 10.1175/BAMS-88-1-47
    • E. E. Ebert, J. E. Janowiak, and C. Kidd, "Comparison of near real time precipitation estimates from satellite observations and numerical models, " Bull. Amer. Meteor. Soc., vol. 88, no. 1, pp. 47-64, Jan. 2007. (Pubitemid 46351194)
    • (2007) Bulletin of the American Meteorological Society , vol.88 , Issue.1 , pp. 47-64
    • Ebert, E.E.1    Janowiak, J.E.2    Kidd, C.3
  • 18
    • 34548596039 scopus 로고    scopus 로고
    • Multitemporal analysis of TRMM based satellite precipitation products for land data assimilation applications
    • Dec
    • Y. Tian, C. D. Peters-Lidard, B. J. Choudhury, and M. Garcia, "Multitemporal analysis of TRMM based satellite precipitation products for land data assimilation applications, " J. Hydrometeor., vol. 8, no. 6, pp. 1165-1183, Dec. 2007.
    • (2007) J. Hydrometeor , vol.8 , Issue.6 , pp. 1165-1183
    • Tian, Y.1    Peters-Lidard, C.D.2    Choudhury, B.J.3    Garcia, M.4
  • 19
    • 79251468728 scopus 로고    scopus 로고
    • A global map of uncertainties in satellite-based precipitation measurements
    • Dec
    • Y. Tian and C. D. Peters-Lidard, "A global map of uncertainties in satellite-based precipitation measurements, " Geophys. Res. Lett., vol. 37, no. 24, p. L24 407, Dec. 2010.
    • (2010) Geophys. Res. Lett , vol.37 , Issue.24
    • Tian, Y.1    Peters-Lidard, C.D.2
  • 20
    • 33749405835 scopus 로고    scopus 로고
    • Uncertainty quantification of satellite precipitation estimation and Monte Carlo assessment of the error propagation into hydrologic response
    • Aug
    • Y. Hong, K.-L. Hsu, H. Moradkhani, and S. Sorooshian, "Uncertainty quantification of satellite precipitation estimation and Monte Carlo assessment of the error propagation into hydrologic response, " Water Resour. Res., vol. 42, no. 8, p. W08 421, Aug. 2006.
    • (2006) Water Resour. Res , vol.42 , Issue.8
    • Hong, Y.1    Hsu, K.-L.2    Moradkhani, H.3    Sorooshian, S.4
  • 21
    • 78651457146 scopus 로고    scopus 로고
    • Transfer of satellite rainfall uncertainty from gauged to ungauged regions at regional and seasonal time scales
    • Dec
    • T. Ling, F. Hossain, and G. J. Huffman, "Transfer of satellite rainfall uncertainty from gauged to ungauged regions at regional and seasonal time scales, " J. Hydrometeorol., vol. 11, no. 6, pp. 1263-1274, Dec. 2010.
    • (2010) J. Hydrometeorol , vol.11 , Issue.6 , pp. 1263-1274
    • Ling, T.1    Hossain, F.2    Huffman, G.J.3
  • 22
    • 0001118910 scopus 로고    scopus 로고
    • Estimates of root-mean-square random error for finite samples of estimated precipitation
    • G. J. Huffman, "Estimates of root mean square random error for finite samples of estimated precipitation, " J. Appl. Meteorol., vol. 36, no. 9, pp. 1191-1201, Sep. 1997. (Pubitemid 127560168)
    • (1997) Journal of Applied Meteorology , vol.36 , Issue.9 , pp. 1191-1201
    • Huffman, G.J.1
  • 23
    • 0032732427 scopus 로고    scopus 로고
    • Uncertainty quantification of mean-areal radar rainfall estimates
    • Feb
    • E. N. Anagnostou, W. F. Krajewski, and J. A. Smith, "Uncertainty quantification of mean-areal radar rainfall estimates, " J. Atmos. Ocean. Technol., vol. 16, no. 2, pp. 206-215, Feb. 1999.
    • (1999) J. Atmos. Ocean. Technol , vol.16 , Issue.2 , pp. 206-215
    • Anagnostou, E.N.1    Krajewski, W.F.2    Smith, J.A.3
  • 24
    • 0037544058 scopus 로고    scopus 로고
    • Zero-covariance hypothesis in the error variance separation method of radar rainfall verification
    • DOI 10.1016/S0309-1708(02)00163-X
    • G. J. Ciach, E. Habib, and W. F. Krajewski, "Zero-covariance hypothesis in the error variance separation method of radar rainfall verification, " Adv. Water Resour., vol. 26, no. 5, pp. 573-580, May 2003. (Pubitemid 36568182)
    • (2003) Advances in Water Resources , vol.26 , Issue.5 , pp. 573-580
    • Ciach, G.J.1    Habib, E.2    Krajewski, W.F.3
  • 25
    • 1642423641 scopus 로고    scopus 로고
    • Error uncertainty analysis of GPCP monthly rainfall products: A data-based simulation study
    • DOI 10.1175/1520-0450(2003) 042<1837:EUAOGM>2.0.CO;2
    • M. Gebremichael, W. F. Krajewski, M. Morrissey, D. Langerud, G. J. Huffman, and R. Adler, "Error uncertainty analysis of GPCPmonthly rainfall products: A data-based simulation study, " J. Appl. Meteorol., vol. 42, no. 12, pp. 1837-1848, Dec. 2003. (Pubitemid 38127155)
    • (2003) Journal of Applied Meteorology , vol.42 , Issue.12 , pp. 1837-1848
    • Gebremichael, M.1    Krajewski, W.F.2    Morrissey, M.3    Langerud, D.4    Huffman, G.J.5    Adler, R.6
  • 26
    • 84869402188 scopus 로고    scopus 로고
    • Tracing hydrologic model simulation error as a function of satellite rainfall estimation bias components and land use and land cover conditions
    • Nov
    • A. S. Gebregiorgis, Y. Tian, C. Peters-Lidard, and F. Hossain, "Tracing hydrologic model simulation error as a function of satellite rainfall estimation bias components and land use and land cover conditions, " Water Resources Res., vol. 48, no. 11, p. W11 509, Nov. 2012.
    • (2012) Water Resources Res , vol.48 , Issue.11
    • Gebregiorgis, A.S.1    Tian, Y.2    Peters-Lidard, C.3    Hossain, F.4
  • 27
    • 84871809138 scopus 로고    scopus 로고
    • Understanding the dependency of satellite rainfall uncertainty on topography and climate for hydrologic model simulation
    • Jan
    • A. S. Gebregiorgis and F. Hossain, "Understanding the dependency of satellite rainfall uncertainty on topography and climate for hydrologic model simulation, " IEEE Trans. Geosci. Remote Sens., vol. 51, no. 1, pp. 704-718, Jan. 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens , vol.51 , Issue.1 , pp. 704-718
    • Gebregiorgis, A.S.1    Hossain, F.2
  • 28
    • 1242286434 scopus 로고    scopus 로고
    • Sensitivity analyses of satellite rainfall retrieval and sampling error on flood prediction uncertainty
    • Jan
    • F. Hossain, E. N. Anagnostou, and T. Dinku, "Sensitivity analyses of satellite rainfall retrieval and sampling error on flood prediction uncertainty, " IEEE Trans. Geosci. Remote Sens., vol. 42, no. 1, pp. 130-139, Jan. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens , vol.42 , Issue.1 , pp. 130-139
    • Hossain, F.1    Anagnostou, E.N.2    Dinku, T.3
  • 29
    • 18544400973 scopus 로고    scopus 로고
    • Assessment of current passivemicrowave- and infrared-based satellite rainfall remote sensing for flood prediction
    • Apr
    • F. Hossain and E. N. Anagnostou, "Assessment of current passivemicrowave- and infrared-based satellite rainfall remote sensing for flood prediction, " J. Geophys. Res., vol. 109, no. D7, p. D07 102, Apr. 2004.
    • (2004) J. Geophys. Res , vol.109 , Issue.D7
    • Hossain, F.1    Anagnostou, E.N.2
  • 30
    • 7344239299 scopus 로고    scopus 로고
    • Detailed analysis of the error associated with the rainfall retrieved by the NOAA/NESDIS SSM/I algorithm. 1. Tropical oceanic rainfall
    • Q. Li, R. Ferraro, and N. C. Grody, "Detailed analysis of the error associated with the rainfall retrieved by the NOAA/NESDIS SSM/I rainfall algorithm: 1. Tropical oceanic rainfall, " J. Geophys. Res., vol. 103, no. D10, pp. 11 419-11 427, May 1998. (Pubitemid 28444078)
    • (1998) Journal of Geophysical Research D: Atmospheres , vol.103 , Issue.D10 , pp. 11419-11427
    • Li, Q.1    Ferraro, R.2    Grody, N.3
  • 31
    • 0033610819 scopus 로고    scopus 로고
    • Investigations of error sources of the Global Precipitation Climatology Project emission algorithm
    • 98JD02580
    • J. R. McCollum and W. F. Krajewski, "Investigations of error sources of the global precipitation climatology project emission algorithm, " J. Geophys. Res., vol. 103, no. D22, pp. 28 711-28 719, Jan. 1998. (Pubitemid 128700227)
    • (1998) Journal of Geophysical Research D: Atmospheres , vol.103 , Issue.D22 , pp. 28711-28719
    • McCollum, J.R.1    Krajewski, W.F.2
  • 32
    • 2642525437 scopus 로고    scopus 로고
    • Effect of precipitation sampling error on simulated hydrological fluxes and states: Anticipating the global precipitation measurement satellites
    • Jan
    • B. Nijssen and D. P. Lettenmaier, "Effect of precipitation sampling error on simulated hydrological fluxes and states: Anticipating the global precipitation measurement satellites, " J. Geophys. Res., vol. 109, no. D2, p. D02 103, Jan. 2004.
    • (2004) J. Geophys. Res , vol.109 , Issue.D2
    • Nijssen, B.1    Lettenmaier, D.P.2
  • 33
    • 0002340195 scopus 로고
    • Management and analysis of precipitation data on a routine basis
    • M. Lapin and B. Sevruk, Eds., Bratislava, Slovakia
    • B. Rudolf, "Management and analysis of precipitation data on a routine basis, " in Proc. Int. WMO/IAHS/ETH Symp. Precipitation Evap., M. Lapin and B. Sevruk, Eds., Bratislava, Slovakia, 1993, vol. 1, pp. 69-76.
    • (1993) Proc. Int. WMO/IAHS/ETH Symp. Precipitation Evap , vol.1 , pp. 69-76
    • Rudolf, B.1
  • 34
    • 0029663875 scopus 로고    scopus 로고
    • Uncertainty of estimates of monthly areal rainfall for temporally sparse remote observations
    • Jan
    • M. Steiner, "Uncertainty of estimates of monthly areal rainfall for temporally sparse remote observations, " Water Resour. Res., vol. 32, no. 2, pp. 373-388, Jan. 1996.
    • (1996) Water Resour. Res , vol.32 , Issue.2 , pp. 373-388
    • Steiner, M.1
  • 35
    • 0032867124 scopus 로고    scopus 로고
    • Effect of bias adjustment and rain gauge data quality control on radar rainfall estimation
    • M. Steiner, J. A. Smith, S. J. Burges, C. V. Alonso, and R. W. Darden, "Effect of bias adjustment and rain gauge data quality control on radar rainfall estimation, " Water Resour. Res., vol. 35, no. 8, pp. 2487-2503, Jan. 1999. (Pubitemid 29375377)
    • (1999) Water Resources Research , vol.35 , Issue.8 , pp. 2487-2503
    • Steiner, M.1    Smith, J.A.2    Burges, S.J.3    Alonso, C.V.4    Darden, R.W.5
  • 36
    • 0346056657 scopus 로고    scopus 로고
    • Comparison of two methods for estimating the sampling-related uncertainty of satellite rainfall averages based on a large radar dataset
    • DOI 10.1175/1520-0442(2003) 016<3759:COTMFE>2.0.CO;2
    • M. Steiner, T. L. Bell, Y. Zhang, and E. F. Wood, "Comparison of two methods for estimating the sampling-related uncertainty of satellite rainfall averages based on a large radar data set, " J. Climate, vol. 16, no. 22, pp. 3759-3778, Nov. 2003. (Pubitemid 38070238)
    • (2003) Journal of Climate , vol.16 , Issue.22 , pp. 3759-3778
    • Steiner, M.1    Bell, T.L.2    Zhang, Y.3    Wood, E.F.4
  • 38
    • 4143089353 scopus 로고    scopus 로고
    • Characterization of the temporal sampling error in space-time-averaged rainfall estimates from satellites
    • Jun
    • M. Gebremichael and W. Krajewski, "Characterization of the temporal sampling error in space-time-averaged rainfall estimates from satellites, " J. Geophys. Res., vol. 109, no. D11, p. D11 110, Jun. 2004.
    • (2004) J. Geophys. Res , vol.109 , Issue.D11
    • Gebremichael, M.1    Krajewski, W.2
  • 39
    • 84879591106 scopus 로고    scopus 로고
    • Performance evaluation of merged satellite rainfall products based on spatial and seasonal signatures of hydrologic predictability
    • to be published
    • A. S. Gebregiorgis and F. Hossain, "Performance evaluation of merged satellite rainfall products based on spatial and seasonal signatures of hydrologic predictability, " Atmosp. Res., 2013, to be published.
    • (2013) Atmosp. Res
    • Gebregiorgis, A.S.1    Hossain, F.2
  • 40
    • 0038128552 scopus 로고    scopus 로고
    • Statistical precipitation downscaling over the northwestern united states using numerically simulated precipitation as a predictor
    • M. Widmann, C. S. Bretherton, and R. P. Salathe, "Statistical precipitation downscaling over the northwestern united states using numerically simulated precipitation as a predictor, " J. Climate, vol. 16, no. 5, pp. 799-816, Mar. 2002. (Pubitemid 37164403)
    • (2003) Journal of Climate , vol.16 , Issue.5 , pp. 799-816
    • Widmann, M.1    Bretherton, C.S.2    Salathe Jr., E.P.3
  • 41
    • 0037113274 scopus 로고    scopus 로고
    • A long-term hydrologically based dataset of land surface fluxes and states for the conterminous United States
    • E. P. Maurer, A. W. Wood, J. C. Adam, D. P. Lettenmaier, and B. Nijssen, "A long-term hydrologically based dataset of land surface fluxes and states for the conterminous united states, " J. Climate, vol. 15, no. 22, pp. 3237-3251, Nov. 2002. (Pubitemid 36006341)
    • (2002) Journal of Climate , vol.15 , Issue.22 , pp. 3237-3251
    • Maurer, E.P.1    Wood, A.W.2    Adam, J.C.3    Lettenmaier, D.P.4    Nijssen, B.5
  • 42
    • 77956579721 scopus 로고    scopus 로고
    • Hydrologic calibration and validation of the soil and water assessment tool for the Leon River watershed
    • Nov/Dec
    • C. G. Rossi, T. J. Dybala, D. N. Moriasi, J. G. Arnold, C. Amonett, and T. Marek, "Hydrologic calibration and validation of the soil and water assessment tool for the Leon River watershed, " Soil Water Conserv., vol. 63, no. 6, pp. 533-541, Nov./Dec. 2008.
    • (2008) Soil Water Conserv , vol.63 , Issue.6 , pp. 533-541
    • Rossi, C.G.1    Dybala, T.J.2    Moriasi, D.N.3    Arnold, J.G.4    Amonett, C.5    Marek, T.6


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