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Volumn 49, Issue 7, 2013, Pages 4476-4492

Identification of hydrologic drought triggers from hydroclimatic predictor variables

Author keywords

asymmetric Archimedean copulas; drought triggers; principal component analysis; probabilistic prediction; streamflow

Indexed keywords

DIMENSIONALITY REDUCTION; PRINCIPAL COMPONENT ANALYSIS; SOIL MOISTURE; STATISTICS; STREAM FLOW; WATERSHEDS;

EID: 84880870950     PISSN: 00431397     EISSN: 19447973     Source Type: Journal    
DOI: 10.1002/wrcr.20346     Document Type: Article
Times cited : (55)

References (49)
  • 1
    • 0033827239 scopus 로고    scopus 로고
    • Comparison of ANNs and empirical approaches for predicting watershed runoff
    • doi: 10.1061/(ASCE)0733-9496(2000)126:3(156).
    • Anmala, J., B. Zhang, and, R. S. Govindaraju, (2000), Comparison of ANNs and empirical approaches for predicting watershed runoff, J. Water Resour. Plann. Manage., 126 (3), 156-166, doi: 10.1061/(ASCE)0733-9496(2000)126:3(156).
    • (2000) J. Water Resour. Plann. Manage. , vol.126 , Issue.3 , pp. 156-166
    • Anmala, J.1    Zhang, B.2    Govindaraju, R.S.3
  • 2
    • 84857014040 scopus 로고    scopus 로고
    • A hydroclimatological assessment of regional drought vulnerability: A case study of Indiana droughts
    • doi: 10.1175/2011EI343.1.
    • Charusombat, U., and, D. Niyogi, (2011), A hydroclimatological assessment of regional drought vulnerability: A case study of Indiana droughts, Earth Interact., 15 (26), 1-65, doi: 10.1175/2011EI343.1.
    • (2011) Earth Interact. , vol.15 , Issue.26 , pp. 1-65
    • Charusombat, U.1    Niyogi, D.2
  • 4
    • 0019214521 scopus 로고
    • On the definition of droughts
    • doi: 10.1029/WR016i002p00297.
    • Dracup, J. A., K. S. Lee, and, E. G. Paulson, (1980), On the definition of droughts, Water Resour. Res., 16 (2), 297-302, doi: 10.1029/WR016i002p00297.
    • (1980) Water Resour. Res. , vol.16 , Issue.2 , pp. 297-302
    • Dracup, J.A.1    Lee, K.S.2    Paulson, E.G.3
  • 6
  • 7
    • 4143071715 scopus 로고    scopus 로고
    • Climate Prediction Center global monthly soil moisture data set at 0.5° resolution for 1948 to present
    • doi: 10.1029/2003JD004345.
    • Fan, Y., and, H. van den Dool, (2004), Climate Prediction Center global monthly soil moisture data set at 0.5°resolution for 1948 to present, J. Geophys. Res., 109, D10102, doi: 10.1029/2003JD004345.
    • (2004) J. Geophys. Res. , vol.109
    • Fan, Y.1    Van Den Dool, H.2
  • 10
    • 34347377353 scopus 로고    scopus 로고
    • Everything you always wanted to know about copula modeling but were afraid to ask
    • DOI 10.1061/(ASCE)1084-0699(2007)12:4(347), Copulas in Hydrology
    • Genest, C., and, A. Favre, (2007), Everything you always wanted to know about copula modeling but were afraid to ask, J. Hydrol. Eng., 12 (4), 347-368, doi: 10.1061/(ASCE)1084-0699(2007)12:4(347). (Pubitemid 47023282)
    • (2007) Journal of Hydrologic Engineering , vol.12 , Issue.4 , pp. 347-368
    • Genest, C.1    Favre, A.-C.2
  • 11
    • 33646533039 scopus 로고
    • A semiparametric estimation procedure of dependence parameters in multivariate families of distribution
    • Genest, C., K. Ghoudi, and, L.-P. Rivest, (1995), A semiparametric estimation procedure of dependence parameters in multivariate families of distribution, Biometrika, 82 (3), 543-552.
    • (1995) Biometrika , vol.82 , Issue.3 , pp. 543-552
    • Genest, C.1    Ghoudi, K.2    Rivest, L.-P.3
  • 12
    • 63449084564 scopus 로고    scopus 로고
    • Goodness-of-fit tests for copulas: A review and a power study
    • doi: 10.1016/j.insmatheco.2007.10.005.
    • Genest, C., B. Rémillard, and, D. Beaudoin, (2009), Goodness-of-fit tests for copulas: A review and a power study, Insur. Math. Econ., 44 (2), 199-213, doi: 10.1016/j.insmatheco.2007.10.005.
    • (2009) Insur. Math. Econ. , vol.44 , Issue.2 , pp. 199-213
    • Genest, C.1    Rémillard, B.2    Beaudoin, D.3
  • 14
    • 33746255727 scopus 로고    scopus 로고
    • Asymmetric copula in multivariate flood frequency analysis
    • DOI 10.1016/j.advwatres.2005.09.005, PII S0309170805002307
    • Grimaldi, S., and, F. Serinaldi, (2006), Asymmetric copula in multivariate flood frequency analysis, Adv. Water Resour., 29 (8), 1155-1167, doi: 10.1016/j.advwatres.2005.09.005. (Pubitemid 44089287)
    • (2006) Advances in Water Resources , vol.29 , Issue.8 , pp. 1155-1167
    • Grimaldi, S.1    Serinaldi, F.2
  • 15
    • 0030434716 scopus 로고    scopus 로고
    • Analysis of model-calculated soil moisture over the United States (1931-93) and application to long-range temperature forecasts
    • Huang, J., H. van den Dool, and, K. P. Georgakakos, (1996), Analysis of model-calculated soil moisture over the United States (1931-93) and application to long-range temperature forecasts, J. Clim., 9 (6), 1350-1362.
    • (1996) J. Clim. , vol.9 , Issue.6 , pp. 1350-1362
    • Huang, J.1    Van Den Dool, H.2    Georgakakos, K.P.3
  • 18
    • 0029768948 scopus 로고    scopus 로고
    • The NCEP/NCAR 40-year reanalysis project
    • et al., doi: 10.1175/ 1520-0477 (1996) 077<0437:TNYRP>2.0.CO;2.
    • Kalnay, E., et al. (1996), The NCEP/NCAR 40-year reanalysis project, Bull. Am. Meteorol. Soc., 77 (3), 437-471, doi: 10.1175/1520-0477(1996) 077<0437:TNYRP>2.0.CO;2.
    • (1996) Bull. Am. Meteorol. Soc. , vol.77 , Issue.3 , pp. 437-471
    • Kalnay, E.1
  • 19
    • 41149133233 scopus 로고    scopus 로고
    • Trivariate statistical analysis of extreme rainfall events via the Plackett family of copulas
    • doi: 10.1029/2007WR006261.
    • Kao, S.-C., and, R. S. Govindaraju, (2008), Trivariate statistical analysis of extreme rainfall events via the Plackett family of copulas, Water Resour. Res., 44, W02415, doi: 10.1029/2007WR006261.
    • (2008) Water Resour. Res. , vol.44
    • Kao, S.-C.1    Govindaraju, R.S.2
  • 20
    • 71849084400 scopus 로고    scopus 로고
    • A copula-based joint deficit index for droughts
    • doi: 10.1016/j.jhydrol.2009.10.029.
    • Kao, S.-C., and, R. S. Govindaraju, (2010a), A copula-based joint deficit index for droughts, J. Hydrol., 380 (1-2), 121-134, doi: 10.1016/j.jhydrol. 2009.10.029.
    • (2010) J. Hydrol. , vol.380 , Issue.12 , pp. 121-134
    • Kao, S.-C.1    Govindaraju, R.S.2
  • 21
    • 84860334975 scopus 로고    scopus 로고
    • Reply to Comment by T. P. Hutchinson on "trivariate statistical analysis of extreme rainfall events via Plackett family of copulas,"
    • doi: 10.1029/2009WR008774.
    • Kao, S.-C., and, R. S. Govindaraju, (2010b), Reply to Comment by T. P. Hutchinson on "Trivariate statistical analysis of extreme rainfall events via Plackett family of copulas," Water Resour. Res., 46, W04802, doi: 10.1029/2009WR008774.
    • (2010) Water Resour. Res. , vol.46
    • Kao, S.-C.1    Govindaraju, R.S.2
  • 22
    • 6344285762 scopus 로고    scopus 로고
    • An aggregate drought index: Assessing drought severity based on fluctuations in the hydrologic cycle and surface water storage
    • doi: 10.1029/2003WR002610.
    • Keyantash, J. A., and, J. A. Dracup, (2004), An aggregate drought index: Assessing drought severity based on fluctuations in the hydrologic cycle and surface water storage, Water Resour. Res., 40, W09304, doi: 10.1029/ 2003WR002610.
    • (2004) Water Resour. Res. , vol.40
    • Keyantash, J.A.1    Dracup, J.A.2
  • 23
    • 78650311125 scopus 로고    scopus 로고
    • A goodness-of-fit test for multivariate multiparameter copulas based on multiplier central limit theorems
    • doi: 10.1007/s11222-009-9142-y.
    • Kojadinovic, I., and, J. Yan, (2011), A goodness-of-fit test for multivariate multiparameter copulas based on multiplier central limit theorems, Stat. Comput., 21 (1), 17-30, doi: 10.1007/s11222-009-9142-y.
    • (2011) Stat. Comput. , vol.21 , Issue.1 , pp. 17-30
    • Kojadinovic, I.1    Yan, J.2
  • 24
    • 0022266434 scopus 로고
    • Interannual streamflow variability in the United States based on principal components
    • Lins, H. F., (1985), Interannual streamflow variability in the United States based on principal components, Water Resour. Res., 21 (5), 691-701, doi: 10.1029/WR021i005p00691. (Pubitemid 17269225)
    • (1985) Water Resources Research , vol.21 , Issue.5 , pp. 691-701
    • Lins, H.F.1
  • 25
    • 84881350413 scopus 로고    scopus 로고
    • Drought analysis under climate change using copula
    • doi: 10.1061/(ASCE)HE.1943-5584.0000532.
    • Madadgar, S., and, H. Moradkhani, (2013), Drought analysis under climate change using copula, J. Hydrol. Eng., 746-759, doi: 10.1061/(ASCE)HE.1943-5584. 0000532.
    • (2013) J. Hydrol. Eng. , pp. 746-759
    • Madadgar, S.1    Moradkhani, H.2
  • 26
    • 62749121385 scopus 로고    scopus 로고
    • Probabilistic prediction of hydroclimatic variables with nonparametric quantification of uncertainty
    • doi: 10.1029/2008JD009856.
    • Maity, R., and, D. Nagesh Kumar, (2008a), Probabilistic prediction of hydroclimatic variables with nonparametric quantification of uncertainty, J. Geophys. Res., 113, D14105, doi: 10.1029/2008JD009856.
    • (2008) J. Geophys. Res. , vol.113
    • Maity, R.1    Nagesh Kumar, D.2
  • 27
    • 40049108152 scopus 로고    scopus 로고
    • Basin-scale stream-flow forecasting using the information of large-scale atmospheric circulation phenomena
    • DOI 10.1002/hyp.6630
    • Maity, R., and, D. Nagesh Kumar, (2008b), Basin-scale stream-flow forecasting using the information of large-scale atmospheric circulation phenomena, Hydrol. Processes, 22 (5), 643-650, doi: 10.1002/hyp.6630. (Pubitemid 351321018)
    • (2008) Hydrological Processes , vol.22 , Issue.5 , pp. 643-650
    • Maity, R.1    Nagesh Kumar, D.2
  • 28
    • 84881344718 scopus 로고    scopus 로고
    • Probabilistic assessment of drought characteristics using a hidden Markov model
    • doi: 10.1061/(ASCE)HE.1943-5584256.0000699.
    • Mallya, G., S. Tripathi, S. Kirshner, and, R. S. Govindaraju, (2013), Probabilistic assessment of drought characteristics using a hidden Markov model, J. Hydrol. Eng., 18 (7), 834-845, doi: 10.1061/(ASCE)HE.1943-5584256.0000699.
    • (2013) J. Hydrol. Eng. , vol.18 , Issue.7 , pp. 834-845
    • Mallya, G.1    Tripathi, S.2    Kirshner, S.3    Govindaraju, R.S.4
  • 29
    • 6344219900 scopus 로고    scopus 로고
    • Variability and potential sources of predictability of North American runoff
    • doi: 10.1029/2003WR002789.
    • Maurer, E. P., D. P. Lettenmaier, and, N. J. Mantua, (2004), Variability and potential sources of predictability of North American runoff, Water Resour. Res., 40, W09306, doi: 10.1029/2003WR002789.
    • (2004) Water Resour. Res. , vol.40
    • Maurer, E.P.1    Lettenmaier, D.P.2    Mantua, N.J.3
  • 30
    • 0035439573 scopus 로고    scopus 로고
    • North Atlantic oscillation influence on precipitation variability around the Southeast African convergence zone
    • McHugh, M. J., and, J. C. Rogers, (2001), North Atlantic oscillation influence on precipitation variability around the Southeast African convergence zone, J. Clim., 14 (17), 3631-3642, doi: 10.1175/1520-0442(2001)014<3631: NAOIOP>2.0.CO;2. (Pubitemid 32980833)
    • (2001) Journal of Climate , vol.14 , Issue.17 , pp. 3631-3642
    • McHugh, M.J.1    Rogers, J.C.2
  • 31
    • 0041397921 scopus 로고
    • Drought and hydrological drought research in Canada: An evaluation of the state of the art
    • doi: 10.4296/cwrj1403071.
    • McKay, G. A., R. B. Godwin, and, J. Maybank, (1989), Drought and hydrological drought research in Canada: An evaluation of the state of the art, Can. Water Resour. J., 14 (3), 71-84, doi: 10.4296/cwrj1403071.
    • (1989) Can. Water Resour. J. , vol.14 , Issue.3 , pp. 71-84
    • McKay, G.A.1    Godwin, R.B.2    Maybank, J.3
  • 32
  • 33
    • 77956191461 scopus 로고    scopus 로고
    • A review of drought concepts
    • Mishra, A. K., and, V. P. Singh, (2010), A review of drought concepts, J. Hydrol., 39 (1-2), 202-216.
    • (2010) J. Hydrol. , vol.39 , Issue.12 , pp. 202-216
    • Mishra, A.K.1    Singh, V.P.2
  • 37
    • 0030437343 scopus 로고    scopus 로고
    • Quantifying Southern oscillation-precipitation relationships
    • doi: 10.1175/1520-0442(1996)009 <1043:QSOPR>2.0.CO;2.
    • Ropelewski, C. F., and, M. S. Halpert, (1996), Quantifying Southern oscillation-precipitation relationships, J. Clim., 9 (5), 1043-1059, doi: 10.1175/1520-0442(1996)009 <1043:QSOPR>2.0.CO;2.
    • (1996) J. Clim. , vol.9 , Issue.5 , pp. 1043-1059
    • Ropelewski, C.F.1    Halpert, M.S.2
  • 38
    • 79958709512 scopus 로고    scopus 로고
    • Long-range forecasting of Colorado streamflows based on hydrologic, atmospheric, and oceanic data
    • doi: 10.1061/(ASCE)HE.1943-5584.0000343.
    • Salas, J. D., C. Fu, and, B. Rajagopalan, (2011), Long-range forecasting of Colorado streamflows based on hydrologic, atmospheric, and oceanic data, J. Hydrol. Eng., 16, 508-520, doi: 10.1061/(ASCE)HE.1943-5584.0000343.
    • (2011) J. Hydrol. Eng. , vol.16 , pp. 508-520
    • Salas, J.D.1    Fu, C.2    Rajagopalan, B.3
  • 39
    • 12544258027 scopus 로고    scopus 로고
    • Frequency analysis via copulas: Theoretical aspects and applications to hydrological events
    • doi: 10.1029/2004WR003133.
    • Salvadori, G., and, C. De Michele, (2004), Frequency analysis via copulas: Theoretical aspects and applications to hydrological events, Water Resour. Res., 40, W12511, doi: 10.1029/2004WR003133.
    • (2004) Water Resour. Res. , vol.40
    • Salvadori, G.1    De Michele, C.2
  • 40
    • 34547740650 scopus 로고    scopus 로고
    • Assessment of hydrological droughts for the Yellow River, China, using copulas
    • DOI 10.1002/hyp.6400
    • Shiau, J.-T., S. Feng, and, S. Nadarajah, (2007), Assessment of hydrological droughts for the Yellow River, China, using copulas, Hydrol. Processes, 21 (16), 2157-2163, doi: 10.1002/hyp.6400. (Pubitemid 47226119)
    • (2007) Hydrological Processes , vol.21 , Issue.16 , pp. 2157-2163
    • Shiau, J.-T.1    Feng, S.2    Nadarajah, S.3
  • 42
    • 0027975720 scopus 로고
    • Integration of a basin-scale water quality model with GIS
    • Srinivasan, R., and, J. G. Arnold, (1994), Integration of a basin-scale water quality model with GIS, J. Am. Water Resour. Assoc., 30 (3), 453-462, doi: 10.1111/j.1752-1688.1994.tb03304.x. (Pubitemid 2115281)
    • (1994) Water Resources Bulletin , vol.30 , Issue.3 , pp. 453-462
    • Srinivasan, R.1    Arnold, J.G.2
  • 43
    • 0242490446 scopus 로고    scopus 로고
    • Drought indicators and triggers: A stochastic approach to evaluation
    • Steinemann, A., (2003), Drought indicators and triggers: A stochastic approach to evaluation, J. Am. Water Resour. Assoc., 39 (5), 1217-1233, doi: 10.1111/j.1752-1688.2003.tb03704.x. (Pubitemid 37365446)
    • (2003) Journal of the American Water Resources Association , vol.39 , Issue.5 , pp. 1217-1233
    • Steinemann, A.1
  • 44
    • 57149086464 scopus 로고    scopus 로고
    • Engaging uncertainty in hydrologic data sets using principal component analysis: BaNPCA algorithm
    • doi: 10.1029/2007WR006692.
    • Tripathi, S., and, R. S. Govindaraju, (2008), Engaging uncertainty in hydrologic data sets using principal component analysis: BaNPCA algorithm, Water Resour. Res., 44, W10409, doi: 10.1029/2007WR006692.
    • (2008) Water Resour. Res. , vol.44
    • Tripathi, S.1    Govindaraju, R.S.2
  • 45
    • 3142579298 scopus 로고    scopus 로고
    • Sampling from Archimedean copulas
    • DOI 10.1088/1469-7688/4/3/009
    • Whelan, N., (2004), Sampling from Archimedean copulas, Quant. Finan., 4 (3), 339-352, doi: 10.1088/1469-7688/4/3/009. (Pubitemid 38904322)
    • (2004) Quantitative Finance , vol.4 , Issue.3 , pp. 339-352
    • Whelan, N.1
  • 46
    • 77957367730 scopus 로고    scopus 로고
    • Drought analysis using trivariate copulas conditional on climatic states
    • doi: 10.1061/(ASCE)HE.1943-5584.0000169.
    • Wong, G., M. Lambert, M. Leonard, and, A. Metcalfe, (2010), Drought analysis using trivariate copulas conditional on climatic states, J. Hydrol. Eng., 15 (2), 129-141, doi: 10.1061/(ASCE)HE.1943-5584.0000169.
    • (2010) J. Hydrol. Eng. , vol.15 , Issue.2 , pp. 129-141
    • Wong, G.1    Lambert, M.2    Leonard, M.3    Metcalfe, A.4
  • 47
    • 70349777454 scopus 로고    scopus 로고
    • Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques
    • doi: 10.1029/2007WR006737.
    • Wu, C. L., K. W. Chau, and, Y. S. Li, (2009), Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques, Water Resour. Res., 45, W08432, doi: 10.1029/2007WR006737.
    • (2009) Water Resour. Res. , vol.45
    • Wu, C.L.1    Chau, K.W.2    Li, Y.S.3
  • 48
    • 14244264451 scopus 로고    scopus 로고
    • Review on regional water resources assessment models under stationary and changing climate
    • DOI 10.1007/s11269-004-9130-0
    • Xu, C.-Y., and, V. P. Singh, (2004), Review on regional water resources assessment models under stationary and changing climate, Water Resour. Manage., 18 (6), 591-612, doi: 10.1007/s11269-004-9130-0. (Pubitemid 40289904)
    • (2004) Water Resources Management , vol.18 , Issue.6 , pp. 591-612
    • Xu, C.-Y.1    Singh, V.P.2
  • 49
    • 33144488602 scopus 로고    scopus 로고
    • Bivariate flood frequency analysis using the copula method
    • DOI 10.1061/(ASCE)1084-0699(2006)11:2(150)
    • Zhang, L., and, V. Singh, (2006), Bivariate flood frequency analysis using the copula method, J. Hydrol. Eng., 11 (2), 150-164, doi: 10.1061/(ASCE)1084-0699(2006)11:2(150). (Pubitemid 43263838) Technology
    • (2006) Journal of Hydrologic Engineering , vol.11 , Issue.2 , pp. 150-164
    • Zhang, L.1    Singh, V.P.2


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