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Erschienen in: Environmental Earth Sciences 12/2014

01.12.2014 | Thematic Issue

Climate change in the Western Bug river basin and the impact on future hydro-climatic conditions

verfasst von: Dirk Pavlik, Dennis Söhl, Thomas Pluntke, Christian Bernhofer

Erschienen in: Environmental Earth Sciences | Ausgabe 12/2014

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Abstract

Within the IWRM research project IWAS, we generated regional climate projections via dynamic downscaling for the catchment area of the Western Bug river in the border area of Poland, Belarus, and Ukraine. Data sources used are WMO meteorological station data and global climate ERA40 reanalysis data for an evaluation run, as well as global simulations from the ECHAM5 model for a twentieth-century control run and for the IPCC emission scenarios A2 and B1. We evaluated the performance of the regional climate model CCLM on the basis of simulated 2m temperature and precipitation. Furthermore, we analyzed the hydro-climatic conditions of the past and their projected future changes in the catchment based on 2m temperature, precipitation, potential evaporation and climatic water balance. The latter is discussed as an indicator for potential water availability in the region. Our evaluation, like many other studies, attests that the CCLM performs well for 2m temperature. Precipitation is not modelled adequately for the Western Bug basin. Remarkably, the precipitation bias is five times higher in the ECHAM5-driven control run than in the ERA40-driven evaluation run. Despite all the uncertainties, the significance of the modelled changes clearly suggests robust model results for the last three decades of this century. Up to the end of the century, both scenarios A2 and B1 lead to highly significant warming for each month in the long-term mean, with highest warming rates in winter. Instead, precipitation does not change significantly in the long-term yearly mean, but the intra-annual distribution of monthly precipitation sums shifts, with an increase in winter and a strong decrease in summer. Combined, this leads to a changed climatic water balance with a stronger deficit in summer and a higher gain in winter. Particular in the south-eastern part, the summer deficit cannot be compensated within the annual cycle. This might have serious implications for many socio-economic sectors.

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Literatur
Zurück zum Zitat Bachner S, Kapala A, Simmer C (2008) Evaluation of daily precipitation characteristics in the CLM and their sensitivity to parameterizations. Meteorol Z 17:407–419CrossRef Bachner S, Kapala A, Simmer C (2008) Evaluation of daily precipitation characteristics in the CLM and their sensitivity to parameterizations. Meteorol Z 17:407–419CrossRef
Zurück zum Zitat Blumensaat F, Pavlik D, Schubert K, Tönnies A, Bernhofer C, Krebs P (2012) Temporal rainfall disaggregation under minimum data requirements. In: Molnar P, Burlando P, Einfalt T (eds) 9th International Workshop on precipitation in urban areas. ETH Zürich, St. Moritz, pp 16–21 Blumensaat F, Pavlik D, Schubert K, Tönnies A, Bernhofer C, Krebs P (2012) Temporal rainfall disaggregation under minimum data requirements. In: Molnar P, Burlando P, Einfalt T (eds) 9th International Workshop on precipitation in urban areas. ETH Zürich, St. Moritz, pp 16–21
Zurück zum Zitat Christensen JH, Hewitson B, Busuioc A, Chen A, Gao X, Held I, Jones R, Kolli RK, Kwon WT, Laprise R, Magaña Rueda V, Mearns L, Menéndez CG, Räisänen J, Rinke A, Sarr A, Whetton P (2007) Regional climate projections. Climate Change 2007: the physical science basis. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, New York, pp 847–940 Christensen JH, Hewitson B, Busuioc A, Chen A, Gao X, Held I, Jones R, Kolli RK, Kwon WT, Laprise R, Magaña Rueda V, Mearns L, Menéndez CG, Räisänen J, Rinke A, Sarr A, Whetton P (2007) Regional climate projections. Climate Change 2007: the physical science basis. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, New York, pp 847–940
Zurück zum Zitat Conradt T, Kaltofen M, Hentschel M, Hattermann FF, Wechsung F (2007) Impacts of global change on water-related sectors and society in a trans-boundary central European river basin—part 2: from eco-hydrology to water demand management. Adv Geosci 11:93–99. doi:10.5194/adgeo-11-93-2007 CrossRef Conradt T, Kaltofen M, Hentschel M, Hattermann FF, Wechsung F (2007) Impacts of global change on water-related sectors and society in a trans-boundary central European river basin—part 2: from eco-hydrology to water demand management. Adv Geosci 11:93–99. doi:10.​5194/​adgeo-11-93-2007 CrossRef
Zurück zum Zitat Déqué M, Rowell DP, Lüthi D, Giorgi F, Christensen JH, Rockel B, Jacob D, Kjellström E, de Castro M, van den Hurk B (2007) An intercomparison of regional climate simulations for Europe: assessing uncertainties in model projections. Clim Change 81:53–70. doi:10.1007/s10584-006-9228-x CrossRef Déqué M, Rowell DP, Lüthi D, Giorgi F, Christensen JH, Rockel B, Jacob D, Kjellström E, de Castro M, van den Hurk B (2007) An intercomparison of regional climate simulations for Europe: assessing uncertainties in model projections. Clim Change 81:53–70. doi:10.​1007/​s10584-006-9228-x CrossRef
Zurück zum Zitat Dierer S, Arpagaus M, Seifert A, Avgoustoglou E, Dumitrache R, Grazzini F, Mercogliano P, Milelli M, Starosta K (2009) Deficiencies in quantitative precipitation forecasts: sensitivity studies using the COSMO model. Meteorol Z 18:631–645CrossRef Dierer S, Arpagaus M, Seifert A, Avgoustoglou E, Dumitrache R, Grazzini F, Mercogliano P, Milelli M, Starosta K (2009) Deficiencies in quantitative precipitation forecasts: sensitivity studies using the COSMO model. Meteorol Z 18:631–645CrossRef
Zurück zum Zitat DVWK (1996) Ermittlung der Verdunstung von Land- und Wasserflächen. Bonn (in German) DVWK (1996) Ermittlung der Verdunstung von Land- und Wasserflächen. Bonn (in German)
Zurück zum Zitat Feldmann H, Früh B, Schädler G, Panitz HJ, Keuler K, Jacob D, Lorenz P (2008) Evaluation of the precipitation for South-western Germany from high resolution simulations with regional climate models. Meteorol Z 17:455–465CrossRef Feldmann H, Früh B, Schädler G, Panitz HJ, Keuler K, Jacob D, Lorenz P (2008) Evaluation of the precipitation for South-western Germany from high resolution simulations with regional climate models. Meteorol Z 17:455–465CrossRef
Zurück zum Zitat Fischer S, Pluntke T, Pavlik D, Bernhofer C (2014) Impact of climate change on various socio-economic sectors in a sub basin of Western Bug. Environ Earth Sci (this issue) Fischer S, Pluntke T, Pavlik D, Bernhofer C (2014) Impact of climate change on various socio-economic sectors in a sub basin of Western Bug. Environ Earth Sci (this issue)
Zurück zum Zitat Fowler HJ, Blenkinsop S, Tebaldi C (2007) Linking climate change modelling to impacts studies: recent advances in downscaling techniques for hydrological modelling. Int J Climatol 27:1547–1578. doi:10.1002/joc.1556 CrossRef Fowler HJ, Blenkinsop S, Tebaldi C (2007) Linking climate change modelling to impacts studies: recent advances in downscaling techniques for hydrological modelling. Int J Climatol 27:1547–1578. doi:10.​1002/​joc.​1556 CrossRef
Zurück zum Zitat Frei C, Christensen JH, Déqué M, Jacob D (2003) Daily precipitation statistics in regional climate models: evaluation and intercomparison for the European Alps. J Geophys Res. doi:10.1029/2002JD002287 Frei C, Christensen JH, Déqué M, Jacob D (2003) Daily precipitation statistics in regional climate models: evaluation and intercomparison for the European Alps. J Geophys Res. doi:10.​1029/​2002JD002287
Zurück zum Zitat Frei C, Schöll R, Fukutome S, Schmidli J, Vidale PL (2006) Future change of precipitation extremes in Europe: intercomparison of scenarios from regional climate models. J Geophys Res. doi:10.1029/2005JD005965 Frei C, Schöll R, Fukutome S, Schmidli J, Vidale PL (2006) Future change of precipitation extremes in Europe: intercomparison of scenarios from regional climate models. J Geophys Res. doi:10.​1029/​2005JD005965
Zurück zum Zitat Giorgi F, Bi X, Pal J (2004) Mean, interannual variability and trends in a regional climate change experiment over Europe. II: climate change scenarios (2071–2100). Clim Dyn 23:839–858. doi:10.1007/s00382-004-0467-0 CrossRef Giorgi F, Bi X, Pal J (2004) Mean, interannual variability and trends in a regional climate change experiment over Europe. II: climate change scenarios (2071–2100). Clim Dyn 23:839–858. doi:10.​1007/​s00382-004-0467-0 CrossRef
Zurück zum Zitat Graham LP, Andréasson J, Carlsson B (2007) Assessing climate change impacts on hydrology from an ensemble of regional climate models, model scales and linking methods—a case study on the Lule River basin. Clim Change 81:293–307. doi:10.1007/s10584-006-9215-2 CrossRef Graham LP, Andréasson J, Carlsson B (2007) Assessing climate change impacts on hydrology from an ensemble of regional climate models, model scales and linking methods—a case study on the Lule River basin. Clim Change 81:293–307. doi:10.​1007/​s10584-006-9215-2 CrossRef
Zurück zum Zitat Haslinger K, Anders I, Hofstätter M (2012) Regional climate modelling over complex terrain: an evaluation study of COSMO-CLM hindcast model runs for the Greater Alpine Region. Clim Dyn. doi:10.1007/s00382-012-1425-7 Haslinger K, Anders I, Hofstätter M (2012) Regional climate modelling over complex terrain: an evaluation study of COSMO-CLM hindcast model runs for the Greater Alpine Region. Clim Dyn. doi:10.​1007/​s00382-012-1425-7
Zurück zum Zitat Hattermann FF, Post J, Krysanova V, Conradt T, Wechsung F (2008) Assessment of water availability in a Central-European River Basin (Elbe) under climate change. Adv Clim Change Res 4:42–50 Hattermann FF, Post J, Krysanova V, Conradt T, Wechsung F (2008) Assessment of water availability in a Central-European River Basin (Elbe) under climate change. Adv Clim Change Res 4:42–50
Zurück zum Zitat Helm B, Tavares Wahren F, Pluntke T (2014) Integrated water quantity and quality modelling of river basins: strategy for a transdisciplinary approach under data scarce conditions. Environ Earth Sci (this issue) Helm B, Tavares Wahren F, Pluntke T (2014) Integrated water quantity and quality modelling of river basins: strategy for a transdisciplinary approach under data scarce conditions. Environ Earth Sci (this issue)
Zurück zum Zitat Jacob D, Bärring L, Christensen OB, de Castro M, Déqué M, Giorgi F, Hagemann S, Hirschi M, Jones R, Kjellström E, Lenderink G, Rockel B, Sánchez E, Schär C, Seneviratne SI, Somot S, van Ulden A, van den Hurk B (2007) An inter-comparison of regional climate models for Europe: model performance in present-day climate. Clim Change 81:31–52. doi:10.1007/s10584-006-9213-4 CrossRef Jacob D, Bärring L, Christensen OB, de Castro M, Déqué M, Giorgi F, Hagemann S, Hirschi M, Jones R, Kjellström E, Lenderink G, Rockel B, Sánchez E, Schär C, Seneviratne SI, Somot S, van Ulden A, van den Hurk B (2007) An inter-comparison of regional climate models for Europe: model performance in present-day climate. Clim Change 81:31–52. doi:10.​1007/​s10584-006-9213-4 CrossRef
Zurück zum Zitat Kalbus E, Kalbacher T, Kolditz O, Krüger E, Seegert J, Teutsch G, Borchardt D, Krebs P (2012) Integrated water resources management under different hydrological, climatic and socio-economic conditions. Environ Earth Sci 65:1363–1366. doi:10.1007/s12665-011-1330-3 CrossRef Kalbus E, Kalbacher T, Kolditz O, Krüger E, Seegert J, Teutsch G, Borchardt D, Krebs P (2012) Integrated water resources management under different hydrological, climatic and socio-economic conditions. Environ Earth Sci 65:1363–1366. doi:10.​1007/​s12665-011-1330-3 CrossRef
Zurück zum Zitat Kjellström E, Bärring L, Jacob D, Richard J, Lenderink G, Schär C (2007) Modelling daily temperature extremes: recent climate and future changes over Europe. Clim Change 81:249–265. doi:10.1007/s10584-006-9220-5 CrossRef Kjellström E, Bärring L, Jacob D, Richard J, Lenderink G, Schär C (2007) Modelling daily temperature extremes: recent climate and future changes over Europe. Clim Change 81:249–265. doi:10.​1007/​s10584-006-9220-5 CrossRef
Zurück zum Zitat Leidel M, Niemann S, Hagemann N (2012) Capacity development as a key factor for integrated water resources management (IWRM): improving water management in the Western Bug River Basin, Ukraine. Environ Earth Sci 65:1415–1426. doi:10.1007/s12665-011-1223-5 CrossRef Leidel M, Niemann S, Hagemann N (2012) Capacity development as a key factor for integrated water resources management (IWRM): improving water management in the Western Bug River Basin, Ukraine. Environ Earth Sci 65:1415–1426. doi:10.​1007/​s12665-011-1223-5 CrossRef
Zurück zum Zitat Li H, Sheffield J, Wood EF (2010) Bias correction of monthly precipitation and temperature fields from Intergovernmental Panel on Climate Change AR4 models using equidistant quantile matching. J Geophys Res 115:D10101. doi:10.1029/2009JD012882 CrossRef Li H, Sheffield J, Wood EF (2010) Bias correction of monthly precipitation and temperature fields from Intergovernmental Panel on Climate Change AR4 models using equidistant quantile matching. J Geophys Res 115:D10101. doi:10.​1029/​2009JD012882 CrossRef
Zurück zum Zitat Lipinskyy VM, Dyachuk VA, Babichenko VM (2003) Climate of Ukraine. Rayevskyy Publishing, Kyiv, p 343 (in Ukraine) Lipinskyy VM, Dyachuk VA, Babichenko VM (2003) Climate of Ukraine. Rayevskyy Publishing, Kyiv, p 343 (in Ukraine)
Zurück zum Zitat Maraun D, Wetterhall F, Ireson AM, Chandler RE, Kendon EJ, Widmann M, Brienen S, Rust HW, Sauter T, Themeßl M, Venema VKC, Chun KP, Goodess CM, Jones RG, Onof C, Vrac M, Thiele-Eich I (2010) Precipitation downscaling under climate change. Recent developments to bridge the gap between dynamical models and the end user. Rev Geophys 48:34. doi:10.1029/2009RG000314 CrossRef Maraun D, Wetterhall F, Ireson AM, Chandler RE, Kendon EJ, Widmann M, Brienen S, Rust HW, Sauter T, Themeßl M, Venema VKC, Chun KP, Goodess CM, Jones RG, Onof C, Vrac M, Thiele-Eich I (2010) Precipitation downscaling under climate change. Recent developments to bridge the gap between dynamical models and the end user. Rev Geophys 48:34. doi:10.​1029/​2009RG000314 CrossRef
Zurück zum Zitat Middelkoop H, Daamen K, Gellens D, Grabs W, Kwadijk JCJ, Lang H, Parmet BWAH, Schädler B, Schulla H, Wilke K (2001) Impact of climate change on hydrological regimes and water resources management in the Rhine Basin. Clim Change 49:105–128. doi:10.1023/A:1010784727448 CrossRef Middelkoop H, Daamen K, Gellens D, Grabs W, Kwadijk JCJ, Lang H, Parmet BWAH, Schädler B, Schulla H, Wilke K (2001) Impact of climate change on hydrological regimes and water resources management in the Rhine Basin. Clim Change 49:105–128. doi:10.​1023/​A:​1010784727448 CrossRef
Zurück zum Zitat Nakicenovic N, Swart R (2000) IPCC special report on emission scenarios. Cambridge University Press, Cambridge Nakicenovic N, Swart R (2000) IPCC special report on emission scenarios. Cambridge University Press, Cambridge
Zurück zum Zitat Olesen JE, Carter TR, Díaz-Ambrona CH, Fronzek S, Heidmann T, Hickler T, Holt T, Minguez MI, Morales P, Palutikof JP, Quemada M, Ruiz-Ramos M, Rubæk GH, Sau F, Smith B, Sykes MT (2007) Uncertainties in projected impacts of climate change on European agriculture and terrestrial ecosystems based on scenarios from regional climate models. Clim Change 81:123–143. doi:10.1007/s10584-006-9216-1 CrossRef Olesen JE, Carter TR, Díaz-Ambrona CH, Fronzek S, Heidmann T, Hickler T, Holt T, Minguez MI, Morales P, Palutikof JP, Quemada M, Ruiz-Ramos M, Rubæk GH, Sau F, Smith B, Sykes MT (2007) Uncertainties in projected impacts of climate change on European agriculture and terrestrial ecosystems based on scenarios from regional climate models. Clim Change 81:123–143. doi:10.​1007/​s10584-006-9216-1 CrossRef
Zurück zum Zitat Pavlik D, Söhl D, Pluntke T, Mykhnovych A, Bernhofer C (2012) Dynamic downscaling of global climate projections for Eastern Europe with a horizontal resolution of 7 km. Environ Earth Sci 65:1475–1482. doi:10.1007/s12665-011-1081-1 CrossRef Pavlik D, Söhl D, Pluntke T, Mykhnovych A, Bernhofer C (2012) Dynamic downscaling of global climate projections for Eastern Europe with a horizontal resolution of 7 km. Environ Earth Sci 65:1475–1482. doi:10.​1007/​s12665-011-1081-1 CrossRef
Zurück zum Zitat Penman HL (1948) Natural evaporation from open water, bare soil and grass. Proc Royal Soc Lond Ser A 193:120–145CrossRef Penman HL (1948) Natural evaporation from open water, bare soil and grass. Proc Royal Soc Lond Ser A 193:120–145CrossRef
Zurück zum Zitat Piani C, Haerter JO, Coppola E (2010) Statistical bias correction for daily precipitation in regional climate models over Europe. Theor Appl Climatol 99:187–192CrossRef Piani C, Haerter JO, Coppola E (2010) Statistical bias correction for daily precipitation in regional climate models over Europe. Theor Appl Climatol 99:187–192CrossRef
Zurück zum Zitat Rockel B, Will A, Hense A (2008) The regional climate model COSMO-CLM (CCLM). Meteorol Z 17:347–348CrossRef Rockel B, Will A, Hense A (2008) The regional climate model COSMO-CLM (CCLM). Meteorol Z 17:347–348CrossRef
Zurück zum Zitat Roeckner E, Bäuml G, Bonaventura L, Brokopf R, Esch M, Giorgetta M, Hagemann S, Kirchner I, Kornblueh L (2003) The atmospheric general circulation model ECHAM5. MPI-report No. 349, p 127 Roeckner E, Bäuml G, Bonaventura L, Brokopf R, Esch M, Giorgetta M, Hagemann S, Kirchner I, Kornblueh L (2003) The atmospheric general circulation model ECHAM5. MPI-report No. 349, p 127
Zurück zum Zitat Roesch A, Jaeger EB, Lüthi D, Seneviratne SI (2008) Analysis of CCLM model biases in relation to intra-ensemble model variability. Meteorol Z 17:369–382CrossRef Roesch A, Jaeger EB, Lüthi D, Seneviratne SI (2008) Analysis of CCLM model biases in relation to intra-ensemble model variability. Meteorol Z 17:369–382CrossRef
Zurück zum Zitat Rummukainen M (2010) State-of-the-art with regional climate models. Wiley Interdiscip Rev: Clim Change 1:82–96. doi:10.1002/wcc.8 Rummukainen M (2010) State-of-the-art with regional climate models. Wiley Interdiscip Rev: Clim Change 1:82–96. doi:10.​1002/​wcc.​8
Zurück zum Zitat Schanze J, Trümper J, Burmeister C, Pavlik D, Kruhlov I (2012) A methodology for dealing with regional change in integrated water resources management. Environ Earth Sci 65:1405–1414. doi:10.1007/s12665-011-1311-6 CrossRef Schanze J, Trümper J, Burmeister C, Pavlik D, Kruhlov I (2012) A methodology for dealing with regional change in integrated water resources management. Environ Earth Sci 65:1405–1414. doi:10.​1007/​s12665-011-1311-6 CrossRef
Zurück zum Zitat Steppeler J, Doms G, Schättler U, Bitzer HW, Gassmann A, Damrath U, Gregoric G (2003) Meso-gamma scale forecasts using the nonhydrostatic model LM. Meteorol Atmos Phys 82:75–96CrossRef Steppeler J, Doms G, Schättler U, Bitzer HW, Gassmann A, Damrath U, Gregoric G (2003) Meso-gamma scale forecasts using the nonhydrostatic model LM. Meteorol Atmos Phys 82:75–96CrossRef
Zurück zum Zitat Suklitsch M, Gobiet A, Leuprecht A, Frei C (2008) High resolution sensitivity studies with the regional climate model CCLM in the Alpine Region. Meteorol Z 17:467–476CrossRef Suklitsch M, Gobiet A, Leuprecht A, Frei C (2008) High resolution sensitivity studies with the regional climate model CCLM in the Alpine Region. Meteorol Z 17:467–476CrossRef
Zurück zum Zitat Uppala SM, Kållberg PW, Simmons AJ, Andrae U, Da Costa Bechtold V, Fiorino M, Gibson JK, Haseler J, Hernandez A, Kelly GA, Li X, Onogi K, Saarinen S, Sokka N, Allan RP, Andersson E, Arpe K, Balmaseda MA, Beljaars ACM, Vande Berg L, Bidlot J, Bormann N, Caires S, Chevallier F, Dethof F, Dragosavac M, Fisher M, Fuentes M, Hagemann S, Hòlm E, Hoskins BJ, Isaksen L, Janssen PAEM, Jenne R, McNally AP, Mahfouf JF, Morcrette JJ, Rayner NA, Saunders RW, Simon P, Sterl A, Trenberth KE, Untch A, Vasiljevic D, Viterbo P, Woollen J (2005) The ERA-40 re-analysis. Q J R Meteorol Soc 131:2961–3012CrossRef Uppala SM, Kållberg PW, Simmons AJ, Andrae U, Da Costa Bechtold V, Fiorino M, Gibson JK, Haseler J, Hernandez A, Kelly GA, Li X, Onogi K, Saarinen S, Sokka N, Allan RP, Andersson E, Arpe K, Balmaseda MA, Beljaars ACM, Vande Berg L, Bidlot J, Bormann N, Caires S, Chevallier F, Dethof F, Dragosavac M, Fisher M, Fuentes M, Hagemann S, Hòlm E, Hoskins BJ, Isaksen L, Janssen PAEM, Jenne R, McNally AP, Mahfouf JF, Morcrette JJ, Rayner NA, Saunders RW, Simon P, Sterl A, Trenberth KE, Untch A, Vasiljevic D, Viterbo P, Woollen J (2005) The ERA-40 re-analysis. Q J R Meteorol Soc 131:2961–3012CrossRef
Zurück zum Zitat Wendling U, Müller J, Schwede K (1991) Bereitstellung von täglichen Informationen zum Wasserhaushalt des Bodens für die Zwecke der agrarmeteorologischen Beratung. Meteorol Z 41:468–475 (in German) Wendling U, Müller J, Schwede K (1991) Bereitstellung von täglichen Informationen zum Wasserhaushalt des Bodens für die Zwecke der agrarmeteorologischen Beratung. Meteorol Z 41:468–475 (in German)
Zurück zum Zitat Wilks DS (2006) Statistical methods in the atmospheric sciences, 2nd edn. Elsevier, London Wilks DS (2006) Statistical methods in the atmospheric sciences, 2nd edn. Elsevier, London
Zurück zum Zitat Yokohata T, Annan JD, Collins M, Jackson CS, Tobis M, Webb MJ, Hargreaves JC (2011) Reliability of multi-model and structurally different single-model ensembles. Clim Dyn 39:599–616. doi:10.1007/s00382-011-1203-1 CrossRef Yokohata T, Annan JD, Collins M, Jackson CS, Tobis M, Webb MJ, Hargreaves JC (2011) Reliability of multi-model and structurally different single-model ensembles. Clim Dyn 39:599–616. doi:10.​1007/​s00382-011-1203-1 CrossRef
Zurück zum Zitat Zebisch M, Grothmann T, Schröter D, Hasse C, Fritsch U, Cramer W (2005) Climate change in Germany—vulnerability and adaptation of climate sensitive sectors. Umweltbundesamt, Dessau Zebisch M, Grothmann T, Schröter D, Hasse C, Fritsch U, Cramer W (2005) Climate change in Germany—vulnerability and adaptation of climate sensitive sectors. Umweltbundesamt, Dessau
Metadaten
Titel
Climate change in the Western Bug river basin and the impact on future hydro-climatic conditions
verfasst von
Dirk Pavlik
Dennis Söhl
Thomas Pluntke
Christian Bernhofer
Publikationsdatum
01.12.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 12/2014
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-014-3068-1

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