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Volumn 4, Issue 11, 2018, Pages

Multidimensional risk in a nonstationary climate: Joint probability of increasingly severe warm and dry conditions

Author keywords

[No Author keywords available]

Indexed keywords

ANTHROPOGENIC CLIMATE; CLIMATE VARIABLES; EMISSIONS MITIGATION; HISTORICAL PROBABILITIES; HUMAN INFLUENCES; JOINT PROBABILITY; MULTIPLE REGIONS; STATISTICAL CONFIDENCE;

EID: 85057566597     PISSN: None     EISSN: 23752548     Source Type: Journal    
DOI: 10.1126/sciadv.aau3487     Document Type: Article
Times cited : (163)

References (40)
  • 3
    • 84903639518 scopus 로고    scopus 로고
    • Market-oriented ethanol and corn-trade policies can reduce climate-induced US corn price volatility
    • M. Verma, T. Hertel, N. Diffenbaugh, Market-oriented ethanol and corn-trade policies can reduce climate-induced US corn price volatility. Environ. Res. Lett. 9, 064028 (2014).
    • (2014) Environ. Res. Lett. , vol.9 , pp. 064028
    • Verma, M.1    Hertel, T.2    Diffenbaugh, N.3
  • 4
    • 84864021739 scopus 로고    scopus 로고
    • Agriculture and trade opportunities for Tanzania: Past volatility and future climate change
    • S. A. Ahmed, N. S. Diffenbaugh, T. W. Hertel, W. J. Martin, Agriculture and trade opportunities for Tanzania: Past volatility and future climate change. Rev. Int. Econ. 16, 429–447 (2012).
    • (2012) Rev. Int. Econ. , vol.16 , pp. 429-447
    • Ahmed, S.A.1    Diffenbaugh, N.S.2    Hertel, T.W.3    Martin, W.J.4
  • 5
    • 85049046224 scopus 로고    scopus 로고
    • Future warming increases probability of globally synchronized maize production shocks
    • M. Tigchelaar, D. S. Battisti, R. L. Naylor, D. K. Ray, Future warming increases probability of globally synchronized maize production shocks. Proc. Natl. Acad. Sci. U.S.A. 115, 6644–6649 (2018).
    • (2018) Proc. Natl. Acad. Sci. U.S.A. , vol.115 , pp. 6644-6649
    • Tigchelaar, M.1    Battisti, D.S.2    Naylor, R.L.3    Ray, D.K.4
  • 6
    • 70449713369 scopus 로고    scopus 로고
    • Climate volatility deepens poverty vulnerability in developing countries
    • S. A. Ahmed, N. S. Diffenbaugh, T. W. Hertel, Climate volatility deepens poverty vulnerability in developing countries. Environ. Res. Lett. 4, 034004 (2009).
    • (2009) Environ. Res. Lett. , vol.4 , pp. 034004
    • Ahmed, S.A.1    Diffenbaugh, N.S.2    Hertel, T.W.3
  • 7
    • 84893614084 scopus 로고    scopus 로고
    • Climate economics: Make supply chains climate-smart
    • A. Levermann, Climate economics: Make supply chains climate-smart. Nature 506, 27–29 (2014).
    • (2014) Nature , vol.506 , pp. 27-29
    • Levermann, A.1
  • 8
    • 23644446152 scopus 로고    scopus 로고
    • Insurance in a climate of change
    • E. Mills, Insurance in a climate of change. Science 309, 1040–1044 (2005).
    • (2005) Science , vol.309 , pp. 1040-1044
    • Mills, E.1
  • 10
    • 84939932917 scopus 로고    scopus 로고
    • Non-stationary extreme value analysis in a changing climate
    • L. Cheng, A. AghaKouchak, E. Gilleland, R. W. Katz, Non-stationary extreme value analysis in a changing climate. Clim. Change 127, 353–369 (2014).
    • (2014) Clim. Change , vol.127 , pp. 353-369
    • Cheng, L.1    AghaKouchak, A.2    Gilleland, E.3    Katz, R.W.4
  • 11
    • 54949105089 scopus 로고    scopus 로고
    • Multivariate non-normally distributed random variables in climate research — Introduction to the copula approach
    • C. Schölzel, P. Friederichs, Multivariate non-normally distributed random variables in climate research—Introduction to the copula approach. Nonlinear Process. Geophys. 15, 761–772 (2008).
    • (2008) Nonlinear Process. Geophys. , vol.15 , pp. 761-772
    • Schölzel, C.1    Friederichs, P.2
  • 13
    • 84979784043 scopus 로고    scopus 로고
    • A copula-based nonstationary frequency analysis for the 2012–2015 drought in California
    • H.-H. Kwon, U. Lall, A copula-based nonstationary frequency analysis for the 2012–2015 drought in California. Water Resour. Res. 52, 5662–5675 (2016).
    • (2016) Water Resour. Res. , vol.52 , pp. 5662-5675
    • Kwon, H.-H.1    Lall, U.2
  • 14
    • 78851469671 scopus 로고    scopus 로고
    • Multivariate quantiles in hydrological frequency analysis
    • F. Chebana, T. B. M. J. Ouarda, Multivariate quantiles in hydrological frequency analysis. Environ. Sci. Technol. 22, 63–78 (2011).
    • (2011) Environ. Sci. Technol. , vol.22 , pp. 63-78
    • Chebana, F.1    Ouarda, T.B.M.J.2
  • 15
    • 84941671296 scopus 로고    scopus 로고
    • Substantial increase in concurrent droughts and heatwaves in the United States
    • O. Mazdiyasni, A. AghaKouchak, Substantial increase in concurrent droughts and heatwaves in the United States. Proc. Natl. Acad. Sci. U.S.A. 112, 11484–11489 (2015).
    • (2015) Proc. Natl. Acad. Sci. U.S.A. , vol.112 , pp. 11484-11489
    • Mazdiyasni, O.1    AghaKouchak, A.2
  • 16
    • 85034098392 scopus 로고    scopus 로고
    • Dependence of drivers affects risks associated with compound events
    • J. Zscheischler, S. I. Seneviratne, Dependence of drivers affects risks associated with compound events. Sci. Adv. 3, e1700263 (2017).
    • (2017) Sci. Adv. , vol.3 , pp. e1700263
    • Zscheischler, J.1    Seneviratne, S.I.2
  • 17
    • 84964577754 scopus 로고    scopus 로고
    • A review of multi-risk methodologies for natural hazards: Consequences and challenges for a climate change impact assessment
    • V. Gallina, S. Torresan, A. Critto, A. Sperotto, T. Glade, A. Marcomini, A review of multi-risk methodologies for natural hazards: Consequences and challenges for a climate change impact assessment. J. Environ. Manage. 168, 123–132 (2016).
    • (2016) J. Environ. Manage. , vol.168 , pp. 123-132
    • Gallina, V.1    Torresan, S.2    Critto, A.3    Sperotto, A.4    Glade, T.5    Marcomini, A.6
  • 18
    • 85016961487 scopus 로고    scopus 로고
    • PAR(p)-vine copula based model for stochastic streamflow scenario generation
    • G. Pereira, Á. Veiga, PAR(p)-vine copula based model for stochastic streamflow scenario generation. Stoch. Environ. Res. Risk Assess. 32, 833–842 (2018).
    • (2018) Stoch. Environ. Res. Risk Assess , vol.32 , pp. 833-842
    • Pereira, G.1    Veiga, Á.2
  • 20
    • 84953911718 scopus 로고    scopus 로고
    • Influence of extreme weather disasters on global crop production
    • C. Lesk, P. Rowhani, N. Ramankutty, Influence of extreme weather disasters on global crop production. Nature 529, 84–87 (2016).
    • (2016) Nature , vol.529 , pp. 84-87
    • Lesk, C.1    Rowhani, P.2    Ramankutty, N.3
  • 21
    • 85019731406 scopus 로고    scopus 로고
    • Interactions between temperature and drought in global and regional crop yield variability during 1961-2014
    • M. Matiu, D. P. Ankerst, A. Menzel, Interactions between temperature and drought in global and regional crop yield variability during 1961-2014. PLOS ONE 12, e0178339 (2017).
    • (2017) PLOS ONE , vol.12
    • Matiu, M.1    Ankerst, D.P.2    Menzel, A.3
  • 22
    • 84862988967 scopus 로고    scopus 로고
    • Response of corn markets to climate volatility under alternative energy futures
    • N. S. Diffenbaugh, T. W. Hertel, M. Scherer, M. Verma, Response of corn markets to climate volatility under alternative energy futures. Nat. Clim. Change 2, 514–518 (2012).
    • (2012) Nat. Clim. Change , vol.2 , pp. 514-518
    • Diffenbaugh, N.S.1    Hertel, T.W.2    Scherer, M.3    Verma, M.4
  • 23
    • 85020553364 scopus 로고    scopus 로고
    • Multivariate copula analysis toolbox (MVCAT): Describing dependence and underlying uncertainty using a Bayesian framework
    • M. Sadegh, E. Ragno, A. AghaKouchak, Multivariate Copula Analysis Toolbox (MvCAT): Describing dependence and underlying uncertainty using a Bayesian framework. Water Resour. Res. 53, 5166–5183 (2017).
    • (2017) Water Resour. Res. , vol.53 , pp. 5166-5183
    • Sadegh, M.1    Ragno, E.2    AghaKouchak, A.3
  • 24
    • 85014738297 scopus 로고    scopus 로고
    • Time-varying extreme rainfall intensity-duration-frequency curves in a changing climate
    • A. Sarhadi, E. D. Soulis, Time-varying extreme rainfall intensity-duration-frequency curves in a changing climate. Geophys. Res. Lett. 44, 2454–2463 (2017).
    • (2017) Geophys. Res. Lett. , vol.44 , pp. 2454-2463
    • Sarhadi, A.1    Soulis, E.D.2
  • 25
    • 84992431111 scopus 로고    scopus 로고
    • A new time-varying concept of risk in a changing climate
    • A. Sarhadi, M. C. Ausín, M. P. Wiper, A new time-varying concept of risk in a changing climate. Sci. Rep. 6, 35755 (2016).
    • (2016) Sci. Rep. , vol.6 , pp. 35755
    • Sarhadi, A.1    Ausín, M.C.2    Wiper, M.P.3
  • 29
    • 85057555184 scopus 로고    scopus 로고
    • National Oceanic and Atmospheric Administration, GHCN gridded products (2018); www.ncdc.noaa.gov/temp-and-precip/ghcn-gridded-products/.
    • (2018) GHCN Gridded Products
  • 33
    • 84986414666 scopus 로고
    • Bivariate garch estimation of the optimal commodity futures Hedge
    • R. T. Baillie, R. J. Myers, Bivariate garch estimation of the optimal commodity futures Hedge. J. Appl. Econ. 6, 109–124 (1991).
    • (1991) J. Appl. Econ. , vol.6 , pp. 109-124
    • Baillie, R.T.1    Myers, R.J.2
  • 34
    • 84979469565 scopus 로고    scopus 로고
    • Time-varying nonstationary multivariate risk analysis using a dynamic Bayesian copula
    • A. Sarhadi, D. H. Burn, M. Concepción Ausín, M. P. Wiper, Time-varying nonstationary multivariate risk analysis using a dynamic Bayesian copula. Water Resour. Res. 52, 2327–2349 (2016).
    • (2016) Water Resour. Res. , vol.52 , pp. 2327-2349
    • Sarhadi, A.1    Burn, D.H.2    Concepción Ausín, M.3    Wiper, M.P.4
  • 35
    • 84972492387 scopus 로고
    • Inference from iterative simulation using multiple sequences
    • A. Gelman, D. B. Rubin, Inference from iterative simulation using multiple sequences. Stat. Sci. 7, 457–472 (1992).
    • (1992) Stat. Sci. , vol.7 , pp. 457-472
    • Gelman, A.1    Rubin, D.B.2
  • 36
    • 33645716201 scopus 로고    scopus 로고
    • Modelling asymmetric exchange rate dependence
    • A. J. Patton, Modelling asymmetric exchange rate dependence. Int. Econ. Rev. (Philadelphia) 47, 527–556 (2006).
    • (2006) Int. Econ. Rev. (Philadelphia) , vol.47 , pp. 527-556
    • Patton, A.J.1
  • 37
    • 63649120808 scopus 로고    scopus 로고
    • Pair-copula constructions of multiple dependence
    • K. Aas, C. Czado, A. Frigessi, H. Bakken, Pair-copula constructions of multiple dependence. Insur. Math. Econ. 44, 182–198 (2009).
    • (2009) Insur. Math. Econ. , vol.44 , pp. 182-198
    • Aas, K.1    Czado, C.2    Frigessi, A.3    Bakken, H.4
  • 38
    • 0000795592 scopus 로고
    • Fonctions de répartition à n dimensions et leurs marges
    • A. Sklar, Fonctions de répartition à n dimensions et leurs marges. Publ. Inst. Stat. Univ. Paris 8, 229–231 (1959).
    • (1959) Publ. Inst. Stat. Univ. Paris , vol.8 , pp. 229-231
    • Sklar, A.1
  • 39
    • 0041611622 scopus 로고    scopus 로고
    • Families of m-variate distributions with given margins and m(m − 1)/2 bivariate dependence parameters
    • H. Joe, Families of m-variate distributions with given margins and m(m − 1)/2 bivariate dependence parameters. Lect. Notes Monogr. Ser. 28, 120–141 (1996).
    • (1996) Lect. Notes Monogr. Ser. , vol.28 , pp. 120-141
    • Joe, H.1
  • 40
    • 0035603369 scopus 로고    scopus 로고
    • Probability density decomposition for conditionally dependent random variables modeled by vines
    • T. Bedford, R. M. Cooke, Probability density decomposition for conditionally dependent random variables modeled by vines. Ann. Math. Artif. Intell. 32, 245–268 (2001).
    • (2001) Ann. Math. Artif. Intell. , vol.32 , pp. 245-268
    • Bedford, T.1    Cooke, R.M.2


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