Durante, F. and Salvadori, G.: On the construction of multivariate extreme value models via copulas, Environmetrics, 21, 143–161, https://doi.org/10.1002/env.988, 2010.
Gallant, A. J., Karoly, D. J., and Gleason, K. L.: Consistent Trends in a Modified Climate Extremes Index in the United States, Europe, and Australia, J. Climate, 27, 1379–1394, 2014.
Haylock, M. R., Hofstra, N., Tank, A. M. G. K., Klok, E. J., Jones, P. D., and New, M.: A European daily high-resolution gridded data set of surface temperature and precipitation for 1950–2006, J. Geophys. Res., 113, D20119, https://doi.org/10.1029/2008JD010201, 2008.
Haylock, M. R., Hofstra, N., Tank, A. M. G. K., Klok, E. J., Jones, P. D., and New, M.: E-Obs dataset, available at: http://www.ecad.eu/download/ensembles/ensembles.php, last access: October 2016.
Hill, M., Witman, J., and Caswell, H.: Markov chain analysis of succession in a rocky subtidal community, Am. Nat., 164, E46–E61, https://doi.org/10.1086/422340, 2004.
IPCC: Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation, A Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, UK, and New York, NY, USA, 2012.
IPCC: Climate Change 2014: Synthesis Report, Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Core Writing Team, Pachauri, R. K., and Meyer, L. A., IPCC, Geneva, Switzerland, 151 pp., 2014.
Keetch, J. J. and Byram, G. M.: A Drought Index for Forest Fire Control, U.S. Department of Agriculture, Forest Service, Southeastern Forest Experiment Station, Asheville, NC, Res. Pap. SE-38, 35 pp., 1968.
Klein Tank, A., Wijngaard, J., Können, G., et al.: Daily dataset of 20th-century surface air temperature and precipitation series for the European Climate Assessment, Int. J. Climatol., 22, 1441–1453, 2002.
Klok, E. and Klein Tank, A.: Updated and extended European dataset of daily climate observations, Int. J. Climatol., 29, 1182–1191, 2009.
Lorenz, E. N.: Deterministic Nonperiodic Flow, J. Atmos. Sci., 20, 130–141, 1963.
Mieruch, S., Noël, S., Bovensmann, H., Burrows, J. P., and Freund, J. A.: Markov chain analysis of regional climates, Nonlin. Processes Geophys., 17, 651–661, https://doi.org/10.5194/npg-17-651-2010, 2010.
Neves, M. M.: Geostatistical Analysis in Extremes: An Overview, in: Mathematics of Energy and Climate Change, edited by: Bourguignon, J.-P., Jeltsch, R., Pinto, A. A., and Viana, M., Springer, 229–245, https://doi.org/10.1007/978-3-319-16121-1_10, 2015.
Photiadou, C., Jones, M. R., Keellings, D., and Dewes, C. F.: Modeling European hot spells using extreme value analysis, Clim. Res., 58, 193–207, 2014.
Rauthe, M., Steiner, H., Riediger, U., Mazurkiewicz, A., and Gratzki, A.: A Central European precipitation climatology – Part I: Generation and validation of a high-resolution gridded daily data set (HYRAS), Meteorol. Z., 22, 235–256, 2013.
R Development Core Team: R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, Vienna, Austria, available at: http://www.R-project.org, last access: August 2016, 2008.
Riahi, K., Rao, S., Krey, V., Cho, C., Chirkov, V., Fischer, G., Kindermann, G., Nakicenovic, N., and Rafaj, P.: RCP 8.5 – A scenario of comparatively high greenhouse gas emissions, Climatic Change, 109, 33–57, 2011.
Rockel, B., Will, A., and Hense, A.: The Regional Climate Model COSMO-CLM(CCLM), Meteorol. Z., 17, 347–348, https://doi.org/10.1127/0941-2948/2008/0309, 2008.
Roeckner, E., Bäuml, G., Bonaventura, L., Brokopf, R., Esch, M., Giorgetta, M., Hagemann, S., Kirchner, I., Kornblueh, L., Manzini, E., Rhodin A., Schlese, U., Schulzweida, U., and Tompkins, A.: The atmospheric general circulation model ECHAM 5, PART I: Model description, MPImet/MAD Germany, Tech. rep., 349, 140 pp., 2003.
Sasse, R. and Schädler, G.: Generation of regional climate ensembles using Atmospheric Forcing Shifting, Int. J. Climatol., 34, 2205–2217, https://doi.org/10.1002/joc.3831, 2014.
Scheffer, M., Bascompte, J., Brock, W. A., Brovkin, V., Carpenter, S. R., Dakos, V., Held, H., van Nes, E. H., Rietkerk, M., and Sugihara, G.: Early-warning signals for critical transitions, Nature, 461, 53–59, https://doi.org/10.1038/nature08227, 2009.
Schölzel, C. and Friederichs, P.: Multivariate non-normally distributed random variables in climate research – introduction to the copula approach, Nonlin. Processes Geophys., 15, 761–772, https://doi.org/10.5194/npg-15-761-2008, 2008.
Scinocca, J. F., McFarlane, N. A., Lazare, M., Li, J., and Plummer, D.: Technical Note: The CCCma third generation AGCM and its extension into the middle atmosphere, Atmos. Chem. Phys., 8, 7055–7074, https://doi.org/10.5194/acp-8-7055-2008, 2008.
Sedlmeier, K.: Near future changes of compound extreme events from an ensemble of regional climate simulations, PhD thesis, Karlsruhe, Karlsruher Institut für Technologie (KIT), 2015.
Shannon, C. E.: A Mathematical Theory of Communication, Bell Syst. Tech. J., 27, 623–656, 1948.
Sillmann, J. and Croci-Maspoli, M.: Present and future atmospheric blocking and its impact on European mean and extreme climate, Geophys. Res. Lett., 36, L10702, https://doi.org/10.1029/2009GL038259, 2009.
Simmons, A., Jones, P., da Costa Bechtold, V., Beljaars, A., Kållberg, P., Saarinen, S., Uppala, S., Viterbo, P., and Wedi, N.: Comparison of trends and low-frequency variability in CRU, ERA-40, and NCEP/NCAR analyses of surface air temperature, J. Geophys. Res., 109, D24115, https://doi.org/10.1029/2004JD005306, 2004.
Stevens, B., Giorgetta, M., Esch, M., Mauritsen, T., Crueger, T., Rast, S., Salzmann, M., Schmidt, H., Bader, J., Block, K., Brokopf, R., Fast, I., Kinne, S., Kornblueh, L., Lohmann, U., Pincus, R., Reichler, T., and Roeckner, E.: Atmospheric component of the MPI-M Earth System Model: ECHAM6, J. Adv. Model. Earth Syst. (JAMES), 5, 146–172, 2013.
Tebaldi, C. and Sansó, B.: Joint projections of temperature and precipitation change from multiple climate models: a hierarchical Bayesian approach, J. Roy. Stat. Soc. A Sta., 172, 83–106, 2009.
Uppala, S. M., Kållberg, P., Simmons, A., et al.: The ERA-40 re-analysis, Q. J. Roy. Meteorol. Soc., 131, 2961–3012, 2005.
Van Vuuren, D. P., Edmonds, J., Kainuma, M., Riahi, K., Thomson, A., Hibbard, K., Hurtt, G. C., Kram, T., Krey, V., Lamarque, J.-F., Masui, T., Meinshausen, M., Nakicenovic, N., Smith, S. J., and Rose, S. K.: The representative concentration pathways: an overview, Climatic Change, 109, 5–31, 2011.
Venema, V., Meyer, S., García, S. G., Kniffka, A., Simmer, C., Crewell, S., Löhnert, U., Trautmann, T., and Macke, A.: Surrogate cloud fields generated with the iterative amplitude adapted Fourier transform algorithm, Tellus A, 58, 104–120, 2006.
