Projected changes of rainfall event characteristics for the Czech Republic

Alexander, L.V., Zhang, X., Peterson, T.C., Caesar, J., Gleason, B., Klein Tank, A.M.G., Haylock, M., Collins, D., Trewin, B., Rahimzadeh, F., Tagipour, A., Rupa Kumar, K., Revadekar, J., Griffiths, G., Vincent, L., Stephenson, D.B., Burn, J., Aguilar, E., Brunet, M., Taylor, M., New, M., Zhai, P., Rusticucci, M., Vazquez-Aguirre, J.L., 2006. Global observed changes in daily climate extremes of temperature and precipitation. J. Geophys. Res. Atmos., 111, D5. doi: 10.1029/2005JD006290.10.1029/2005JD006290Search in Google Scholar

Arnbjerg-Nielsen, K., 2012. Quantification of climate change effects on extreme precipitation used for high resolution hydrologic design. Urban Water J., 9, 2, 57–65. doi: 10.1080/1573062X.2011.630091.10.1080/1573062X.2011.630091Search in Google Scholar

Beck, F., Bárdossy, A., Seidel, J., Müller, T., Sanchis, E.F., Hauser, A., 2015. Statistical analysis of sub-daily precipitation extremes in Singapore. J. Hydrol.: Regional Studies, 3, 337–358. doi: 10.1016/j.ejrh.2015.02.001.10.1016/j.ejrh.2015.02.001Search in Google Scholar

Berg, P., Haerter, J. O., 2013. Unexpected increase in precipitation intensity with temperature – a result of mixing of precipitation types? Atmos. Res., 119, 56–61. doi: 10.1016/j.atmosres.2011.05.012.10.1016/j.atmosres.2011.05.012Search in Google Scholar

Berg, P., Moseley, C., Haerter, J. O., 2013. Strong increase in convective precipitation in response to higher temperatures. Nat. Geosci., 6, 181–185. doi: 10.1038/NGEO1731.10.1038/ngeo1731Search in Google Scholar

Blöschl, G., Nester, T., Komma, J., Parajka, J., Perdigão, R.A.P., 2013. The June 2013 flood in the Upper Danube Basin, and comparisons with the 2002, 1954 and 1899 floods. Hydrol. Earth Syst. Sc., 17, 12, 5197–5212. doi: 10.5194/hess-17-5197-2013.10.5194/hess-17-5197-2013Search in Google Scholar

Böhm, U., Kücken, M., Ahrens, W., Block, A., Hauffe, D., Keuler, K., Rockel, B., Will, A., 2006. CLM – the climate version of LM: brief description and long-term applications. COSMO Newsl., 6, 225–235.Search in Google Scholar

Brockhaus, P., Lüthi, D., Schär, C., 2008. Aspects of the diurnal cycle in a regional climate model. Meteorol. Z., 17, 4, 433–443. doi: 10.1127/0941-2948/2008/0316.10.1127/0941-2948/2008/0316Search in Google Scholar

Brown, L.C., Foster, G.R., 1987. Storm erosivity using idealized intensity distributions. Trans. ASAE – Am. Soc. Agric. Eng., 30, 2, 379–386.10.13031/2013.31957Search in Google Scholar

Christensen, O.B., Drews, M., Christensen, J.H., Dethloff, K., Ketelsen, K., Hebestadt, I., Rinke, A., 2007. The HIRHAM regional climate model version 5 (beta). Technical Report, No. 06-17, Danish Climate Centre, Danish Meteorological Institute, Copenhagen, 22 p.Search in Google Scholar

Collins, M., Booth, B., Harris, G., Murphy, J., Sexton, D., Webb, M., 2006. Towards quantifying uncertainty in transient climate change. Clim. Dynam., 27, 2–3, 127–147. doi: 10.1007/s00382-006-0121-0.10.1007/s00382-006-0121-0Search in Google Scholar

Collins, M., Booth, B., Bhaskaran, B., Harris, G., Murphy, J., Sexton, D., Webb, M., 2011. Climate model errors, feedbacks and forcings: a comparison of perturbed physics and multi-model ensembles. Clim. Dynam., 36, 9–10, 1737–1766. doi: 10.1007/s00382-010-0808-0.10.1007/s00382-010-0808-0Search in Google Scholar

Dunkerley, D., 2008. Identifying individual rain events from pluviograph records: a review with analysis of data from an Australian dryland site. Hydrol. Process., 22, 26, 5024–5036, doi: 10.1002/hyp.7122.10.1002/hyp.7122Search in Google Scholar

Fiener, P., Neuhaus, P., Botschek, J., 2013. Long-term trends in rainfall erosivity – analysis of high resolution precipitation time series (1937–2007) from Western Germany. Agr. Forest Meteorol., 171–172, 115–123. doi: 10.1016/j.agrformet.2012.11.011.10.1016/j.agrformet.2012.11.011Search in Google Scholar

Frei, C., Schöll, R., Fukutome, S., Schmidli, J., Vidale, P.L., 2006. Future change of precipitation extremes in Europe: intercomparison of scenarios from regional climate models. J. Geophys. Res., 111, D6. doi: 10.1029/2005JD005965.10.1029/2005JD005965Search in Google Scholar

Hand, W.H., Fox, N.I., Collier, C.G., 2004. A study of twentieth-century extreme rainfall events in the United Kingdom with implications for forecasting. Meteorol. Appl., 11, 15–31. doi: 10.1017/S1350482703001117.10.1017/S1350482703001117Search in Google Scholar

Hanel, M., Buishand, T.A., 2010. On the value of hourly precipitation extremes in regional climate model simulations. J. Hydrol., 393, 3–4, 265–273. doi: 10.1016/j.jhydrol.2010.08.024.10.1016/j.jhydrol.2010.08.024Search in Google Scholar

Hanel, M., Buishand, T.A., 2011. Analysis of precipitation extremes in an ensemble of transient regional climate model simulations for the Rhine basin. Clim. Dynam., 36, 5–6, 1135–1153. doi: 10.1007/s00382-010-0822-2.10.1007/s00382-010-0822-2Search in Google Scholar

Hanel, M., Buishand, T.A., 2012. Multi-model analysis of RCM simulated 1-day to 30-day seasonal precipitation extremes in the Czech Republic. J. Hydrol., 412–413, 141–150. doi: 10.1016/j.jhydrol.2011.02.007.10.1016/j.jhydrol.2011.02.007Search in Google Scholar

Hanel, M., Máca, P., 2014. Spatial variability and interdependence of rain event characteristics in the Czech Republic. Hydrol. Process., 28, 6, 2929–2944, doi: 10.1002/hyp.9845.10.1002/hyp.9845Search in Google Scholar

Hanel, M., Pavlásková, A., Kyselý, J., 2016. Trends in characteristics of sub-daily heavy precipitation and rainfall erosivity in the Czech Republic. Int. J. Climatol., 36, 4, 1833–1845. doi: 10.1002/joc.4463.10.1002/joc.4463Search in Google Scholar

Hlavčová, K., Lapin, M., Valent, P., Szolgay, J., Kohnová, S., Rončák, P., 2015. Estimation of the impact of climate change-induced extreme precipitation events on floods. Contributions to Geophysics and Geodesy, 45, 3, 173–192. doi: 10.1515/congeo-2015-0019.10.1515/congeo-2015-0019Search in Google Scholar

Hohenegger, C., Brockhaus, P., Schär, C., 2008. Towards climate simulations at cloud-resolving scales. Meteorol. Z., 17, 4, 383–394. doi: 10.1127/0941-2948/2008/0303.10.1127/0941-2948/2008/0303Search in Google Scholar

Houghton, J.T., Ding, Y., Griggs, D.J., Noguer, M., van der Linden, P.J., Dai, X., Makell, K., Johnson, C.A. (Eds.), 2001. Climate change 2001: the scientific basis. Contribution of working group I to the third assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, UK and New York, USA, 94 p.Search in Google Scholar

Jacob, D., Petersen, J., Eggert, B., Alias, A., Christensen, O. B., Bouwer, L.M., Braun, A., Colette, A., Déqué, M., Georgievski, G., Georgopoulou, E., Gobiet, A., Menut, L., Nikulin, G., Haensler, A., Hempelmann, N., Jones, C., Keuler, K., Kovats, S., Kröner, N., Kotlarski, S., Kriegsmann, A., Martin, E., van Meijgaard, E., Moseley, C., Pfeifer, S., Preuschmann, S., Radermacher, C., Radtke, K., Rechid, D,, Rounsevell, M., Samuelsson, P., Somot, S., Soussana, J.F., Teichmann, C., Valentini, R., Vautard, R., Weber, B., Yiou, P., 2014. EURO-CORDEX: new high-resolution climate change projections for European impact research. Reg. Environ. Change, 14, 2, 563–578. doi: 10.1007/s10113-013-0499-2.10.1007/s10113-013-0499-2Search in Google Scholar

Jakob, D., Karoly, D.J., Seed, A., 2011. Non-stationarity in daily and sub-daily intense rainfall – part 1: Sydney, Australia. Nat. Hazard. Earth Sys., 11, 8, 2263–2271. doi: 10.5194/nhess-11-2263-2011.10.5194/nhess-11-2263-2011Search in Google Scholar

Kendon, E.J., Roberts, N.M., Senior, C.A., Roberts, M.J., 2012. Realism of rainfall in a very high-resolution regional climate model. J. Clim., 25, 17, 5791–5806, doi: 10.1175/JCLI-D-11-00562.1.10.1175/JCLI-D-11-00562.1Search in Google Scholar

Kendon, E.J., Roberts, N.M., Fowler, H.J., Roberts, M.J., Chan, S.C., Senior, C.A., 2014. Heavier summer downpours with climate change revealed by weather forecast resolution model. Nat. Clim. Change, 4, 7, 570–576. doi: 10.1038/nclimate2258.10.1038/nclimate2258Search in Google Scholar

Kjellström, E., Boberg, F., Castro, M., Christensen, H.J., Nikulin, G., Sánchez, E., 2010. Daily and monthly temperature and precipitation statistics as performance indicators for regional climate models. Clim. Res., 44, 2–3, 135–150. doi: 10.3354/cr00932.10.3354/cr00932Search in Google Scholar

Knote, C., Heinemann, G., Rockel, B., 2010. Changes in weather extremes: assessment of return values using high resolution climate simulations at convection-resolving scale. Meteorol. Z., 19, 1, 11–23. doi: 10.1127/0941-2948/2010/0424.10.1127/0941-2948/2010/0424Search in Google Scholar

Kundzewicz, Z.W. (Ed.), 2012. Changes in Flood Risk in Europe. IAHS Special Publication 10, CRC Press, Wallingford, UK, 544 p.Search in Google Scholar

Kundzewicz, Z.W., Ulbrich, U., Brücher, T., Graczyk, D., Krüger, A., Leckebusch, G.C., Menzel, L., Pińskwar, I., Radziejewski, M., Szwed, M., 2005. Summer floods in Central Europe – climate change track? Nat. Hazards, 36, 1–2, 165–189. doi: 10.1007/s11069-004-4547-6.10.1007/s11069-004-4547-6Search in Google Scholar

Kupiainen, M., Samuelsson, P., Jones, C., Jansson, C., Willén, U., Hansson, U., Ullerstig, A., Wang, S., Döscher, R., 2011. Rossby Centre regional atmospheric model, RCA4. Rossby Centre Newsletter (June), SHMI, Norrköping, Sweden.10.1111/j.1600-0870.2010.00478.xSearch in Google Scholar

Kyselý, J., 2009. Trends in heavy precipitation in the Czech Republic over 1961–2005. Int. J. Climatol., 29, 12, 1745–1758. doi: 10.1002/joc.1784.10.1002/joc.1784Search in Google Scholar

Kyselý, J., Beranová, R., 2009. Climate-change effects on extreme precipitation in Central Europe: uncertainties of scenarios based on regional climate models. Theor. Appl. Climatol., 95, 3–4, 361–374. doi: 10.1007/s00704-008-0014-8.10.1007/s00704-008-0014-8Search in Google Scholar

Kyselý, J., Gaál, L., Beranová, R., Plavcová, E., 2011. Climate change scenarios of precipitation extremes in Central Europe from ENSEMBLES regional climate models. Theor. Appl. Climatol., 104, 3–4, 529–542. doi: 10.1007/s00704-010-0362-z.10.1007/s00704-010-0362-zSearch in Google Scholar

Lautenschlager, M., Keuler, K., Wunram, C., Keup-Thiel, E., Schubert, M., Will, A., Rockel, B., Boehm, U., 2009a. Climate simulation with CLM, climate of the 20th century run no.2, data stream 3: European region MPI-M/MaD. World Data Center for Climate (WDCC), Max Planck Institute for Meteorology, Hamburg, Germany. doi: 10.1594/WDCC/CLM_C20_2_D3.Search in Google Scholar

Lautenschlager, M., Keuler, K., Wunram, C., Keup-Thiel, E., Schubert, M., Will, A., Rockel, B., Boehm, U., 2009b. Climate simulation with CLM, scenario A1B run no.2, data stream 3: European region MPI-M/MaD. World Data Center for Climate (WDCC), Max Planck Institute for Meteorology, Hamburg, Germany. doi: 10.1594/WDCC/CLM_A1B_2_D3.Search in Google Scholar

Lenderink, G., van Meijgaard, E., 2008. Increase in hourly precipitation extremes beyond expectations from temperature changes. Nat. Geosci., 1, 8, 511–514. doi: 10.1038/ngeo262,10.1038/ngeo262.10.1038/ngeo262Search in Google Scholar

Lenderink, G., Mok, H.Y., Lee, T.C., van Oldenborgh, G.J., 2011. Scaling and trends of hourly precipitation extremes in two different climate zones – Hong Kong and the Netherlands. Hydrol. Earth Syst. Sci., 15, 9, 3033–3041. doi: 10.5194/hess-15-3033-2011.10.5194/hess-15-3033-2011Search in Google Scholar

Madsen, H., Lawrence, D., Lang, M., Martínková, M., Kjeldsen, T., 2014. Review of trend analysis and climate change projections of extreme precipitation and floods in Europe. J. Hydrol., 519, D, 3634–3650. doi: 10.1016/j.jhydrol.2014.11.003.10.1016/j.jhydrol.2014.11.003Search in Google Scholar

Marchi, L., Borga, M., Preciso, E., Gaume, E., 2010. Characterisation of selected extreme flash floods in Europe and implications for flood risk management. Flash floods: observations and analysis of hydrometeorological controls, J. Hydrol., 394, 1–2, 118–133. doi: 10.1016/j.jhydrol.2010.07.017.10.1016/j.jhydrol.2010.07.017Search in Google Scholar

Meinshausen, M., Smith S.J., Calvin, K., Daniel, J.S., Kainuma, M.L., Lamarque, J.F., Matsumoto, K., Montzka, S.A., Raper, S.C., Riahi, K., Thomson, A., Velders, G.J., van Vuuren, D.P., 2011. The RCP greenhouse gas concentrations and their extensions from 1765 to 2300. Clim. Change, 109, 1–2, 213–241. doi: 10.1007/s10584-011-0156-z.10.1007/s10584-011-0156-zSearch in Google Scholar

Millán, M.M., 2014. Extreme hydrometeorological events and climate change predictions in Europe. J. Hydrol., 518, Part B, 206–224. doi: 10.1016/j.jhydrol.2013.12.041.10.1016/j.jhydrol.2013.12.041Search in Google Scholar

Molnar, P., Fatichi, S., Gaál, L., Szolgay, J., Burlando, P., 2015. Storm type effects on super Clausius–Clapeyron scaling of intense rainstorm properties with air temperature. Hydrol. Earth Syst. Sci., 19, 1753–1766. doi: 10.5194/hess-19-1753-2015.10.5194/hess-19-1753-2015Search in Google Scholar

Moss, R.H., Edmonds, J.A., Hibbard, K.A., Manning, M.R., Rose, S.K., van Vuuren, D.P., Carter, T.R., Emori, S., Kainuma, M., Kram, T., Meehl, G.A., Mitchell, J.F.B., Nakicenovic, N., Riahi, K., Smith, S.J., Stouffer, R.J., Thomson, A.M., Weyant, J.P., Wilbanks, T.J., 2010. The next generation of scenarios for climate change research and assessment. Nature, 463, 7282, 747–756. doi: 10.1038/nature08823.10.1038/nature0882320148028Search in Google Scholar

Nakicenovic, N., Swart, R. (Eds.), 2000. Special report on emissions scenarios: a special report of working group III of the Intergovernmental panel on climate change. Cambridge University Press, Cambridge, UK, 612 p.Search in Google Scholar

Pan, L.L., Chen, S.H., Cayan, D., Lin, M.Y., Hart, Q., Zhang, M.H., Liu, Y., Wang, J., 2011. Influences of climate change on California and Nevada regions revealed by a high-resolution dynamical downscaling study, Clim. Dyn., 37, 9, 2005–2020. doi: 10.1007/s00382-010-0961-5.10.1007/s00382-010-0961-5Search in Google Scholar

Rulfová, Z., Kyselý, J., 2013. Disaggregating convective and stratiform precipitation from station weather data. Atmos. Res., 134, 100–115, doi: 10.1016/j.atmosres.2013.07.015.10.1016/j.atmosres.2013.07.015Search in Google Scholar

Rulfová, Z., Kyselý, J. 2014. Trends of convective and stratiform precipitation in the Czech Republic, 1982–2010. Adv. Meteorol., Vol. 2014. doi: 10.1155/2014/647938.10.1155/2014/647938Search in Google Scholar

Samuelsson, P., Jones, C.G., Willén, U., Ullerstig, A., Gollvik, S., Hansson, U., Jansson, C., Kjellström, E., Nikulin, G., Wyser, K., 2011. The Rossby Centre regional climate model RCA3: model description and performance. Tellus A, 63, 1, 4–23. doi: 10.1111/j.1600-0870.2010.00478.x.10.1111/j.1600-0870.2010.00478.xSearch in Google Scholar

Tolasz, R. (Ed.), 2007. Atlas podnebí Česka. [Climate atlas of Czechia]. 1st edn. Český hydrometeorologický ústav, Prague, Czech Republic, 255 p. (In Czech.)Search in Google Scholar

Trenberth, K.E., 2011. Changes in precipitation with climate change. Clim. Res., 47, 1–2, 123–138. doi: 10.3354/cr00953.10.3354/cr00953Search in Google Scholar

Utsumi, N., Seto, S., Kanae, S., Maeda, E.E., Oki, T., 2011. Does higher surface temperature intensify extreme precipitation? Geophys. Res. Lett., 38, 16. doi: 10.1029/2011GL048426.10.1029/2011GL048426Search in Google Scholar

van der Linden, P., Mitchell, J.F.B. (Eds.), 2009. ENSEMLES: climate change and its impacts: summary of research and results from the ENSEMBLES project. Met. Office Hadley Centre, Exeter, UK, 160 p.Search in Google Scholar

van Meijgaard, E., van Ulft, L.H., van de Berg, W.J., Bosveld, F.C., van den Hurk, B., Lenderink, G., Siebesma, A.P., 2008. The KNMI regional atmospheric climate model RACMO version 2.1. Technical Report, TR 302, KNMI, De Bilt, Netherlands.Search in Google Scholar

van Meijgaard, E., van Ulft, L., Lenderink, G., de Roode, S., Wipfler, E., Boers, R., Timmermans, R., 2012. Refinement and Application of a Regional Atmospheric Model for Climate Scenario Calculations of Western Europe. KvR 054/12, Programme Office Climate changes Spatial Planning, KNMI, De Bilt, Netherlands, 47 p.Search in Google Scholar

van Vuuren, D., Edmonds, J., Kainuma, M., Riahi, K., Thomson, A., Hibbard, K., Hurtt, G., Kram, T., Krey, V., Lamarque, J.F., Masui, T., Meinshausen, M., Nakicenovic, N., Smith, S., Rose, S., 2011. The representative concentration pathways: an overview. Clim. Change, 109, 1–2, 5–31. doi: 10.1007/s10584-011-0148-z.10.1007/s10584-011-0148-zSearch in Google Scholar

Willems, P., Vrac, M., 2011. Statistical precipitation downscaling for small-scale hydrological impact investigations of climate change. J. Hydrol., 402, 193–205. doi: 10.1016/j.jhydrol.2011.02.030.10.1016/j.jhydrol.2011.02.030Search in Google Scholar

Wischmeier, W.H., Smith, D.D., 1978. Predicting rainfall erosion losses: a guide to conservation planning. Agric. Handb., 537, Science and Education Administration, U.S. Department of Agriculture, Washington, D.C.Search in Google Scholar

Westra, S., Alexander, L.V., Zwiers, F.W., 2013. Global increasing trends in annual maximum daily precipitation. J. Clim., 26, 11, 3904–3918, doi: 10.1175/JCLI-D-12-00502.1.10.1175/JCLI-D-12-00502.1Search in Google Scholar

Westra, S., Fowler, H.J., Evans, J.P., Alexander, L.V., Berg, P., Johnson, F., Kendon, E.J., Lenderink, G., Roberts, N.M., 2014. Future changes to the intensity and frequency of shortduration extreme rainfall. Rev. Geophys., 52, 3, 522–555. doi: 10.1002/2014RG000464.10.1002/2014RG000464Search in Google Scholar