메뉴 건너뛰기




Volumn 53, Issue 2, 2017, Pages 999-1018

Statistical distributions for monthly aggregations of precipitation and streamflow in drought indicator applications

Author keywords

drought index; standardized precipitation index; standardized streamflow index; statistical distribution; Tweedie distribution; UK

Indexed keywords

CATCHMENTS; DROUGHT; PROBABILITY; RUNOFF; STREAM FLOW;

EID: 84976374879     PISSN: 00431397     EISSN: 19447973     Source Type: Journal    
DOI: 10.1002/2016WR019276     Document Type: Article
Times cited : (93)

References (46)
  • 1
    • 84991751789 scopus 로고    scopus 로고
    • Drought indicators revisited: The need for a wider consideration of environment and society
    • Bachmair, S., et al. (2016), Drought indicators revisited: The need for a wider consideration of environment and society, WIREs Water, 3(4), 516–536, doi:10.1002/wat2.1154.
    • (2016) WIREs Water , vol.3 , Issue.4 , pp. 516-536
    • Bachmair, S.1
  • 2
    • 84976351546 scopus 로고    scopus 로고
    • From meteorological to hydrological drought using standardised indicators
    • Barker, L. J., J. Hannaford, A. Chiverton, and C. Svensson (2016), From meteorological to hydrological drought using standardised indicators, Hydrol. Earth Syst. Sci., 20, 2483–2505, doi:10.5194/hess-20-2483-2016.
    • (2016) Hydrol. Earth Syst. Sci. , vol.20 , pp. 2483-2505
    • Barker, L.J.1    Hannaford, J.2    Chiverton, A.3    Svensson, C.4
  • 4
    • 84890060565 scopus 로고    scopus 로고
    • Analysis of groundwater drought building on the standardised precipitation index approach
    • Bloomfield, J. P., and B. P. Marchant (2013), Analysis of groundwater drought building on the standardised precipitation index approach, Hydrol. Earth Syst. Sci., 17(12), 4769–4787, doi:10.5194/hess-17-4769-2013.
    • (2013) Hydrol. Earth Syst. Sci. , vol.17 , Issue.12 , pp. 4769-4787
    • Bloomfield, J.P.1    Marchant, B.P.2
  • 5
    • 0042623735 scopus 로고    scopus 로고
    • Defining a network of benchmark catchments for the UK
    • Bradford, R. B., and T. J. Marsh (2003), Defining a network of benchmark catchments for the UK, Proc. Inst. Civ. Eng. Water Mar. Eng., 156(WM2), 109–116.
    • (2003) Proc. Inst. Civ. Eng. Water Mar. Eng. , vol.156 , Issue.WM2 , pp. 109-116
    • Bradford, R.B.1    Marsh, T.J.2
  • 6
    • 84923842453 scopus 로고    scopus 로고
    • Which catchment characteristics control the temporal dependence structure of daily river flows?
    • Chiverton, A., J. Hannaford, I. Holman, R. Corstanje, C. Prudhomme, J. Bloomfield, and T. M. Hess (2015), Which catchment characteristics control the temporal dependence structure of daily river flows? Hydrol. Processes, 29(6), 1353–1369, doi:10.1002/hyp.10252.
    • (2015) Hydrol. Processes , vol.29 , Issue.6 , pp. 1353-1369
    • Chiverton, A.1    Hannaford, J.2    Holman, I.3    Corstanje, R.4    Prudhomme, C.5    Bloomfield, J.6    Hess, T.M.7
  • 7
    • 85015885008 scopus 로고    scopus 로고
    • Drought Understanding and reducing vulnerability through monitoring and early warning systems, Report of the DrIVER workshop, Belmont Forum/NERC, Wallingford, U. K., 17 Mar
    • Collins, K., J. Hannaford, S. Haines, L. Stephens (2015), Drought: Understanding and reducing vulnerability through monitoring and early warning systems, Report of the DrIVER workshop, Belmont Forum/NERC, Wallingford, U. K., 17 Mar. [Available at http://nora.nerc.ac.uk/513143/1/N513143CR.pdf.]
    • (2015)
    • Collins, K.1    Hannaford, J.2    Haines, S.3    Stephens, L.4
  • 8
    • 3843090679 scopus 로고    scopus 로고
    • Occurrence and quantity of precipitation can be modelled simultaneously
    • Dunn, P. K. (2004), Occurrence and quantity of precipitation can be modelled simultaneously, Int. J. Climatol., 24(10), 1231–1239, doi:10.1002/joc.1063.
    • (2004) Int. J. Climatol. , vol.24 , Issue.10 , pp. 1231-1239
    • Dunn, P.K.1
  • 9
    • 85015965764 scopus 로고    scopus 로고
    • Package ‘tweedie'. Description of the R programming language package ‘tweedie.’ [, last accessed 14 Sept. 2016.]
    • Dunn, P. K. (2015), Package ‘tweedie'. Description of the R programming language package ‘tweedie.’ [Available at http://cran.r-project.org/web/packages/tweedie/tweedie.pdf, last accessed 14 Sept. 2016.]
    • (2015)
    • Dunn, P.K.1
  • 10
    • 85015933092 scopus 로고    scopus 로고
    • Tweedie family densities Methods of evaluation, in, Proceedings of 16th International Workshop on Statistical Modelling New Trends in Statistical Modelling, Univ. of Southern Denmark, Odense, Denmark
    • Dunn, P. K., and G. K. Smyth (2001), Tweedie family densities: Methods of evaluation, in Proceedings of 16th International Workshop on Statistical Modelling: New Trends in Statistical Modelling, 8 pp., Univ. of Southern Denmark, Odense, Denmark.
    • (2001) , pp. 8
    • Dunn, P.K.1    Smyth, G.K.2
  • 11
    • 26644471757 scopus 로고    scopus 로고
    • Series evaluation of Tweedie exponential dispersion model densities
    • Dunn, P. K., and G. K. Smyth (2005), Series evaluation of Tweedie exponential dispersion model densities, Stat. Comput., 15(4), 267–280, doi:10.1007/s11222-005-4070-y.
    • (2005) Stat. Comput. , vol.15 , Issue.4 , pp. 267-280
    • Dunn, P.K.1    Smyth, G.K.2
  • 12
    • 37249054553 scopus 로고    scopus 로고
    • Evaluation of Tweedie exponential dispersion model densities by Fourier inversion
    • Dunn, P. K., and G. K. Smyth (2008), Evaluation of Tweedie exponential dispersion model densities by Fourier inversion, Stat. Comput., 18(1), 73–86, doi:10.1007/s11222-007-9039-6.
    • (2008) Stat. Comput. , vol.18 , Issue.1 , pp. 73-86
    • Dunn, P.K.1    Smyth, G.K.2
  • 13
    • 33745108980 scopus 로고    scopus 로고
    • Comprehensive study of tests for normality and symmetry: Extending the Spiegelhalter test
    • Farrell, P. J., and K. Rogers-Stewart (2006), Comprehensive study of tests for normality and symmetry: Extending the Spiegelhalter test, J. Stat. Comput. Simul., 76(9), 803–816, doi:10.1080/10629360500109023.
    • (2006) J. Stat. Comput. Simul. , vol.76 , Issue.9 , pp. 803-816
    • Farrell, P.J.1    Rogers-Stewart, K.2
  • 14
    • 84930221979 scopus 로고    scopus 로고
    • Multi-annual droughts in the English Lowlands: A review of their characteristics and climate drivers in the winter half-year
    • Folland, C. K., J. Hannaford, J. P. Bloomfield, M. Kendon, C. Svensson, B. P. Marchant, J. Prior, and E. Wallace (2015), Multi-annual droughts in the English Lowlands: A review of their characteristics and climate drivers in the winter half-year, Hydrol. Earth Syst. Sci., 19(5), 2353–2375, doi:10.1080/10629360500109023.
    • (2015) Hydrol. Earth Syst. Sci. , vol.19 , Issue.5 , pp. 2353-2375
    • Folland, C.K.1    Hannaford, J.2    Bloomfield, J.P.3    Kendon, M.4    Svensson, C.5    Marchant, B.P.6    Prior, J.7    Wallace, E.8
  • 15
    • 84919908838 scopus 로고    scopus 로고
    • Assessing the impact of projected climate change on drought vulnerability in Scotland
    • Gosling, R. (2014), Assessing the impact of projected climate change on drought vulnerability in Scotland, Hydrol. Res., 45(6), 806–816, doi:10.2166/nh.2014.148.
    • (2014) Hydrol. Res. , vol.45 , Issue.6 , pp. 806-816
    • Gosling, R.1
  • 16
    • 85015864867 scopus 로고    scopus 로고
    • Package ‘SCI’. Description of the R programming language package ‘SCI.’ [, last accessed 14 Sept. 2016.]
    • Gudmundsson, L., and J. H. Stagge (2015), Package ‘SCI’. Description of the R programming language package ‘SCI.’ [Available at http://cran.r-project.org/web/packages/SCI/SCI.pdf, last accessed 14 Sept. 2016.]
    • (2015)
    • Gudmundsson, L.1    Stagge, J.H.2
  • 17
    • 0032910542 scopus 로고    scopus 로고
    • Accepting the standardized precipitation index: A calculation algorithm
    • Guttman, N. B. (1999), Accepting the standardized precipitation index: A calculation algorithm, J. Am. Water Resour. Assoc., 35(2), 311–322, doi:10.1111/j.1752-1688.1999.tb03592.x.
    • (1999) J. Am. Water Resour. Assoc. , vol.35 , Issue.2 , pp. 311-322
    • Guttman, N.B.1
  • 18
    • 77955820672 scopus 로고    scopus 로고
    • Examining the large-scale spatial coherence of European drought using regional indicators of precipitation and streamflow deficit
    • Hannaford, J., B. Lloyd-Hughes, C. Keef, S. Parry, and C. Prudhomme (2011), Examining the large-scale spatial coherence of European drought using regional indicators of precipitation and streamflow deficit, Hydrol. Processes, 25(7), 1146–1162, doi:10.1002/hyp.7725.
    • (2011) Hydrol. Processes , vol.25 , Issue.7 , pp. 1146-1162
    • Hannaford, J.1    Lloyd-Hughes, B.2    Keef, C.3    Parry, S.4    Prudhomme, C.5
  • 19
    • 79959435709 scopus 로고    scopus 로고
    • Two Tweedie distributions that are near-optimal for modelling monthly rainfall in Australia
    • Hasan, M. M., and P. K. Dunn (2011), Two Tweedie distributions that are near-optimal for modelling monthly rainfall in Australia, Int. J. Climatol., 31, 1389–1397, doi:10.1002/joc.2162.
    • (2011) Int. J. Climatol. , vol.31 , pp. 1389-1397
    • Hasan, M.M.1    Dunn, P.K.2
  • 20
    • 79957506232 scopus 로고    scopus 로고
    • The Lincoln Declaration on Drought Indices
    • Hayes, M., M. Svoboda, N. Wall, and M. Widhalm (2011), The Lincoln Declaration on Drought Indices, Bull. Am. Meteorol. Soc., 92(4), 485–488, doi:10.1175/2010BAMS3103.1.
    • (2011) Bull. Am. Meteorol. Soc. , vol.92 , Issue.4 , pp. 485-488
    • Hayes, M.1    Svoboda, M.2    Wall, N.3    Widhalm, M.4
  • 21
    • 85015936673 scopus 로고    scopus 로고
    • Package ‘lmom’. Description of the R programming language package ‘lmom.’ [, last accessed 14 Sept. 2016.]
    • Hosking, J. R. M. (2015), Package ‘lmom’. Description of the R programming language package ‘lmom.’ [Available at https://cran.r-project.org/web/packages/lmom/lmom.pdf, last accessed 14 Sept. 2016.]
    • (2015)
    • Hosking, J.R.M.1
  • 23
    • 0000955861 scopus 로고
    • Exponential dispersion models
    • Jørgensen, B. (1987), Exponential dispersion models, J. R. Stat. Soc., Ser. B, 49(2), 127–162.
    • (1987) J. R. Stat. Soc., Ser. B , vol.49 , Issue.2 , pp. 127-162
    • Jørgensen, B.1
  • 24
    • 0011377685 scopus 로고
    • Fitting Tweedie's compound Poisson model to insurance claims data
    • Jørgensen, B., and M. C. Paes de Souza (1994), Fitting Tweedie's compound Poisson model to insurance claims data, Scand. Actuarial J., 1994(1), 69–93, doi:10.1080/03461238.1994.10413930.
    • (1994) Scand. Actuarial J. , vol.1994 , Issue.1 , pp. 69-93
    • Jørgensen, B.1    Paes de Souza, M.C.2
  • 25
    • 84904539566 scopus 로고    scopus 로고
    • The impracticality of a universal drought definition
    • Lloyd-Hughes, B. (2014), The impracticality of a universal drought definition, Theor. Appl. Climatol., 117(3-4), 607–611, doi:10.1007/s00704-013-1025-7.
    • (2014) Theor. Appl. Climatol. , vol.117 , Issue.3-4 , pp. 607-611
    • Lloyd-Hughes, B.1
  • 26
    • 0037112551 scopus 로고    scopus 로고
    • A drought climatology for Europe
    • Lloyd-Hughes, B., and M. A. Saunders (2002), A drought climatology for Europe, Int. J. Climatol., 22(13), 1571–1592, doi:10.1002/joc.846.
    • (2002) Int. J. Climatol. , vol.22 , Issue.13 , pp. 1571-1592
    • Lloyd-Hughes, B.1    Saunders, M.A.2
  • 27
    • 77958194357 scopus 로고    scopus 로고
    • Standardizing blue ling landings per unit effort from industry haul-by-haul data using generalized additive models
    • Lorance, P., L. Pawlowski, and V. M. Trenkel (2010), Standardizing blue ling landings per unit effort from industry haul-by-haul data using generalized additive models, ICES J. Mar. Sci., 67(8), 1650–1658, doi:10.1093/icesjms/fsq048.
    • (2010) ICES J. Mar. Sci. , vol.67 , Issue.8 , pp. 1650-1658
    • Lorance, P.1    Pawlowski, L.2    Trenkel, V.M.3
  • 29
    • 85015822131 scopus 로고
    • The relationship of drought frequency and duration to time scales, in, Proceedings of Eighth Conference on Applied Climatology, Am. Meteorol. Soc., Boston
    • McKee, T. B., N. J. Doelsken, and J. Kleist (1993), The relationship of drought frequency and duration to time scales, in Proceedings of Eighth Conference on Applied Climatology, 6 pp., Am. Meteorol. Soc., Boston.
    • (1993) , pp. 6
    • McKee, T.B.1    Doelsken, N.J.2    Kleist, J.3
  • 30
    • 84904910910 scopus 로고    scopus 로고
    • On the use of Standardized Drought Indices under decadal climate variability: Critical assessment and drought policy implications
    • Núñez, J., D. Rivera, R. Oyarzún, and J. L. Arumí (2014), On the use of Standardized Drought Indices under decadal climate variability: Critical assessment and drought policy implications, J. Hydrol., 517, 458–470, doi:10.1016/j.jhydrol.2014.05.038.
    • (2014) J. Hydrol. , vol.517 , pp. 458-470
    • Núñez, J.1    Rivera, D.2    Oyarzún, R.3    Arumí, J.L.4
  • 31
    • 84860504202 scopus 로고    scopus 로고
    • Power comparisons of Shapiro-Wilk, Komogorov-Smirnov, Lilliefors and Anderson-Darling tests
    • Razali, N. M., and Y. B. Wah (2011), Power comparisons of Shapiro-Wilk, Komogorov-Smirnov, Lilliefors and Anderson-Darling tests, J. Stat. Model. Anal., 2(1), 21–33.
    • (2011) J. Stat. Model. Anal. , vol.2 , Issue.1 , pp. 21-33
    • Razali, N.M.1    Wah, Y.B.2
  • 32
    • 40849083737 scopus 로고    scopus 로고
    • Use of a standardized runoff index for characterizing hydrologic drought
    • Shukla, S., and A. W. Wood (2008), Use of a standardized runoff index for characterizing hydrologic drought, Geophys. Res. Lett., 35, L02405, doi:10.1029/2007GL032487.
    • (2008) Geophys. Res. Lett. , vol.35 , pp. L02405
    • Shukla, S.1    Wood, A.W.2
  • 33
    • 84864271009 scopus 로고    scopus 로고
    • Monitoring and quantifying future climate projections of dryness and wetness extremes: SPI bias
    • Sienz, F., O. Bothe, and K. Fraedrich (2012), Monitoring and quantifying future climate projections of dryness and wetness extremes: SPI bias, Hydrol. Earth Syst. Sci., 16(7), 2143–2157, doi:10.5194/hess-16-2143-2012.
    • (2012) Hydrol. Earth Syst. Sci. , vol.16 , Issue.7 , pp. 2143-2157
    • Sienz, F.1    Bothe, O.2    Fraedrich, K.3
  • 34
    • 84925463748 scopus 로고    scopus 로고
    • Comparison between parametric and nonparametric approaches for the calculation of two drought indices: SPI and SSI
    • Soláková, T., C. De Michele, and R. Vezzoli (2014), Comparison between parametric and nonparametric approaches for the calculation of two drought indices: SPI and SSI, J. Hydrol. Eng., 19(9), 04014010, doi:10.1061/(ASCE)HE.1943-5584.0000942.
    • (2014) J. Hydrol. Eng. , vol.19 , Issue.9 , pp. 04014010
    • Soláková, T.1    De Michele, C.2    Vezzoli, R.3
  • 35
    • 84945442414 scopus 로고    scopus 로고
    • Candidate distributions for climatological drought indices (SPI and SPEI)
    • Stagge, J. H., L. M. Tallaksen, L. Gudmundsson, A. F. van Loon, and K. Stahl (2015), Candidate distributions for climatological drought indices (SPI and SPEI), Int. J. Climatol., 35(13), 4027–4040, doi:10.1002/joc.4267.
    • (2015) Int. J. Climatol. , vol.35 , Issue.13 , pp. 4027-4040
    • Stagge, J.H.1    Tallaksen, L.M.2    Gudmundsson, L.3    van Loon, A.F.4    Stahl, K.5
  • 36
    • 84954338834 scopus 로고    scopus 로고
    • Response to comment on ‘Candidate distributions for climatological drought indices (SPI and SPEI),
    • Stagge, J. H., L. M. Tallaksen, L. Gudmundsson, A. F. van Loon, and K. Stahl (2016), Response to comment on ‘Candidate distributions for climatological drought indices (SPI and SPEI),’ Int. J. Climatol., 36(4), 2132–2138, doi:10.1002/joc.4564.
    • (2016) Int. J. Climatol. , vol.36 , Issue.4 , pp. 2132-2138
    • Stagge, J.H.1    Tallaksen, L.M.2    Gudmundsson, L.3    van Loon, A.F.4    Stahl, K.5
  • 37
    • 84911419861 scopus 로고    scopus 로고
    • A drought index accounting for snow
    • Staudinger, M., K. Stahl, and J. Seibert (2014), A drought index accounting for snow, Water Resour. Res., 50, 7861–7872, doi:10.1002/2013WR015143.
    • (2014) Water Resour. Res. , vol.50 , pp. 7861-7872
    • Staudinger, M.1    Stahl, K.2    Seibert, J.3
  • 40
    • 84941695955 scopus 로고    scopus 로고
    • Comment on ‘Candidate distributions for climatological drought indices (SPI and SPEI)’ by James H. Stagge
    • et al
    • Vicente-Serrano, S. M., and S. Beguería (2015), Comment on ‘Candidate distributions for climatological drought indices (SPI and SPEI)’ by James H. Stagge et al., Int. J. Climatol., 36(4), 2120–2131, doi:10.1002/joc.4474.
    • (2015) Int. J. Climatol. , vol.36 , Issue.4 , pp. 2120-2131
    • Vicente-Serrano, S.M.1    Beguería, S.2
  • 41
    • 77953696347 scopus 로고    scopus 로고
    • A multiscalar drought index sensitive to global warming: The standardized precipitation evapotranspiration index
    • Vicente-Serrano, S. M., S. Beguería, and J. I. López-Moreno (2010), A multiscalar drought index sensitive to global warming: The standardized precipitation evapotranspiration index, J. Clim., 23(7), 1696–1718, doi:10.1175/2009JCLI2909.1.
    • (2010) J. Clim. , vol.23 , Issue.7 , pp. 1696-1718
    • Vicente-Serrano, S.M.1    Beguería, S.2    López-Moreno, J.I.3
  • 43
    • 84976458892 scopus 로고    scopus 로고
    • Persistence of hydrometeorological droughts in the United Kingdom: A regional analysis of multi-season rainfall and river flow anomalies
    • Wilby, R. L., C. Prudhomme, S. Parry, and K. G. L. Muchan (2015), Persistence of hydrometeorological droughts in the United Kingdom: A regional analysis of multi-season rainfall and river flow anomalies, J. Extreme Events, 2(2), 1550006, doi:10.1142/S2345737615500062.
    • (2015) J. Extreme Events , vol.2 , Issue.2 , pp. 1550006
    • Wilby, R.L.1    Prudhomme, C.2    Parry, S.3    Muchan, K.G.L.4
  • 44
    • 0022195325 scopus 로고
    • Understanding: The drought phenomenon: The role of definitions
    • Wilhite, D., and M. Glantz (1985), Understanding: The drought phenomenon: The role of definitions, Water Int., 10(3), 111–120, doi:10.1080/02508068508686328.
    • (1985) Water Int. , vol.10 , Issue.3 , pp. 111-120
    • Wilhite, D.1    Glantz, M.2
  • 45
    • 17144407618 scopus 로고    scopus 로고
    • The effect of the length of record on the standardized precipitation index calculation
    • Wu, H., M. J. Hayes, D. A. Wilhite, and M. D. Svoboda (2005), The effect of the length of record on the standardized precipitation index calculation, Int. J. Climatol., 25(4), 505–520, doi:10.1002/joc.1142.
    • (2005) Int. J. Climatol. , vol.25 , Issue.4 , pp. 505-520
    • Wu, H.1    Hayes, M.J.2    Wilhite, D.A.3    Svoboda, M.D.4
  • 46
    • 33846511608 scopus 로고    scopus 로고
    • Appropriate application of the Standardized Precipitation Index in and locations and dry seasons
    • Wu, H., M. D. Svoboda, M. J. Hayes, D. A. Wilhite, and F. J. Wen (2007), Appropriate application of the Standardized Precipitation Index in and locations and dry seasons, Int. J. Climatol., 27(1), 65–79, doi:10.1002/joc.1371.
    • (2007) Int. J. Climatol. , vol.27 , Issue.1 , pp. 65-79
    • Wu, H.1    Svoboda, M.D.2    Hayes, M.J.3    Wilhite, D.A.4    Wen, F.J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.