Backhaus S., Kreyling J., Grant K., Beierkuhnlein C., Walter J., Jentsch A. (2014) Recurrent mild drought events increase resistance toward extreme drought stress. Ecosystems 17(6):1068–1081. https://doi.org/10.1007/s10021-014-9781-5
Article
Google Scholar
Berendse F., Schmitz M., de Visser W. (1994) Experimental manipulation of succession in heathland ecosystems. Oecologia 100(1-2):38–44. https://doi.org/10.1007/BF00317128
Article
Google Scholar
Brier G.W. (1950) Verification of forecasts in terms of probability. Mon Weather Rev 78:1–3
Article
Google Scholar
Caesar L., Rahmstorf S., Robinson A., Feulner G., Saba V. (2018) Observed fingerprint of a weakening Atlantic Ocean overturning circulation. Nature 556(7700):191–196. https://doi.org/10.1038/s41586-018-0006-5
CAS
Article
Google Scholar
Casanueva A., Kotlarski S., Herrera S., Fernández J, Gutiérrez J M, Boberg F., Colette A., Christensen O.B., Goergen K., Jacob D., Keuler K., Nikulin G., Teichmann C., Vautard R. (2016) Daily precipitation statistics in a EURO-CORDEX RCM ensemble: added value of raw and bias-corrected high-resolution simulations. Clim Dyn 47(3-4):719–737. https://doi.org/10.1007/s00382-015-2865-x
Article
Google Scholar
Church J.A., Clark P.U., Cazenave A., Gregory J.M., Jevrejeva S., Levermann M.A., Milne G.A., Nerem R.S., Nunn P.D., Payne A.J., Pfeffer W.T., Stammer D., Unnikrishnan A.S. (2013) Sea level change. Cambridge University Press, Cambridge
Google Scholar
Clobert J., Chanzy A., Le Galliard J.F., Chabbi A., Greiveldinger L., Caquet T., Loreau M., Mougin C., Pichot C., Roy J., Saint-André L (2018) How to integrate experimental research approaches in ecological and environmental studies: AnaEE France as an example. Front Ecol Evol 6:43. https://doi.org/10.3389/fevo.2018.00043
Article
Google Scholar
Coumou D., Di Capua G., Vavrus S., Wang L., Wang S. (2018) The influence of arctic amplification on mid-latitude summer circulation. https://doi.org/10.1038/s41467-018-05256-8
Curtis P.S., Wang X. (1998) A meta-analysis of elevated CO2 effects on woody plant mass, form, and physiology. Oecologia 113:299–313. https://link.springer.com/content/pdf/10.1007%2Fs004420050381.pdf
Article
Google Scholar
De Boeck H.J., Van De Velde H., De Groote T., Nijs I. (2016) Ideas and perspectives: heat stress: more than hot air. Biogeosciences 13(20):5821–5825. https://doi.org/10.5194/bg-13-5821-2016
Estiarte M., Vicca S., Peñuelas J, Bahn M., Beier C., Emmett B.A., Fay P.A., Hanson P.J., Hasibeder R., Kigel J., Kröel-Dulay G, Larsen K.S., Lellei-Kovács E, Limousin J.M., Ogaya R., Ourcival J.M., Reinsch S., Sala O.E., Schmidt I.K., Sternberg M., Tielbörger K, Tietema A., Janssens I.A. (2016) Few multiyear precipitation-reduction experiments find a shift in the productivity-precipitation relationship. Glob Chang Biol 22(7):2570–2581. https://doi.org/10.1111/gcb.13269
Article
Google Scholar
Fischer E.M., Knutti R. (2015) Anthropogenic contribution to global occurrence of heavy-precipitation and high-temperature extremes. Nat Clim Chang 5(6):560–564. https://doi.org/10.1038/nclimate2617
Article
Google Scholar
Fischer E.M., Sedláček J, Hawkins E., Knutti R. (2014) Models agree on forced response pattern of precipitation and temperature extremes. Geophys Res Lett 41(23):8554–8562. https://doi.org/10.1002/2014GL062018
Article
Google Scholar
Flato G., Marotzke J., Abiodun B., Braconnot P., Chou S.C., Collins W., Cox P., Driouech F., Emori S., Eyring V., Forst C., Gleckler P., Guilyardi E., Jakob C., Kattsov C., Reason V., Rummukainen M. (2013) Evaluation of climate models. In: Stocker T F, Qin D, Plattner G K, Tignor M, Allen S K, Boschung J, Nauels A, Xia Y, Bex V, Midgley P M (eds) Climate change 2013: the physical science basis. Contribution of working group i to the fifth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, pp 741–866
Greve P., Gudmundsson L., Seneviratne S.I. (2018) Regional scaling of annual mean precipitation and water availability with global temperature change. Earth Syst Dynam 9(1):227–240. https://doi.org/10.5194/esd-9-227-2018
Article
Google Scholar
Griffin K.L., Ross P.D., Sims D.A., Luo Y., Seemann J.R., Fox C.A., Ball J.T. (1996) EcoCELLs: tools for mesocosm scale measurements of gas exchange. Plant Cell Environ 19(10):1210–1221. https://doi.org/10.1111/j.1365-3040.1996.tb00437.x
CAS
Article
Google Scholar
Gudmundsson L., Bremnes J.B., Haugen J.E., Engen-Skaugen T. (2012) Technical note: downscaling RCM precipitation to the station scale using statistical transformations - a comparison of methods. Hydrol Earth Syst Sci 16(9):3383–3390. https://doi.org/10.5194/hess-16-3383-2012
Article
Google Scholar
Guillod B.P., Orlowsky B., Miralles D.G., Teuling A.J., Seneviratne S.I. (2015) Reconciling spatial and temporal soil moisture effects on afternoon rainfall. Nat Commun 6:6443. https://doi.org/10.1038/ncomms7443
CAS
Article
Google Scholar
Hovenden M.J., Newton P.C., Wills K.E. (2014) Seasonal not annual rainfall determines grassland biomass response to carbon dioxide. Nature 511(7511):583–586. https://doi.org/10.1038/nature13281
CAS
Article
Google Scholar
IPCC (2013) Summary for policymakers. In: Climate change 2013 - the physical science basis, vol 1542. Cambridge University Press, Cambridge, pp 1–30. https://doi.org/10.1017/CBO9781107415324.004. https://www.cambridge.org/core/product/identifier/CBO9781107415324A009/type/book_part, arXiv:1011.1669v3
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 Chang 14(2):563–578. https://doi.org/10.1007/s10113-013-0499-2
Article
Google Scholar
Kardol P., De Long J., Sundgvist M. (2012) Crossing the threshold: the power of multi-level experiments in identifying global change responses. New Phytol 196(2):323–326
Article
Google Scholar
Karlowsky S., Augusti A., Ingrisch J., Hasibeder R., Lange M., Lavorel S., Bahn M., Gleixner G. (2018) Land use in mountain grasslands alters drought response and recovery of carbon allocation and plant-microbial interactions. J Ecol 106(3):1230–1243. https://doi.org/10.1111/1365-2745.12910
CAS
Article
Google Scholar
Keuler K., Radtke K., Kotlarski S., Lüthi D (2016) Regional climate change over Europe in COSMO-CLM: influence of emission scenario and driving global model. Meteorol Z 25(2):121–136. https://doi.org/10.1127/metz/2016/0662
Article
Google Scholar
Klein Tank A.M., Wijngaard JB, Können G P, Böhm R, Demarėe G, Gocheva A., Mileta M., Pashiardis S., Hejkrlik L., Kern-Hansen C., Heino R., Bessemoulin P., Müller-Westermeier G, Tzanakou M., Szalai S., Pálsdóttir T, Fitzgerald D., Rubin S., Capaldo M., Maugeri M., Leitass A., Bukantis A., Aberfeld R., Van Engelen A.F., Forland E., Mietus M., Coelho F., Mares C., Razuvaev V., Nieplova E., Cegnar T., Antonio López J, Dahlström B, Moberg A., Kirchhofer W., Ceylan A., Pachaliuk O., Alexander L.V., Petrovic P. (2002) Daily dataset of 20th-century surface air temperature and precipitation series for the European Climate Assessment. Int J Climatol 22(12):1441–1453. https://doi.org/10.1002/joc.773
Article
Google Scholar
Knapp A.K., Carroll C.J., Griffin-Nolan R.J., Slette I.J., Chaves F.A., Baur L.E., Felton A.J., Gray J.E., Hoffman A.M., Lemoine N.P., Mao W., Post A.K., Smith M.D. (2018) A reality check for climate change experiments: do they reflect the real world? Ecology 99(10):2145–2151. https://doi.org/10.1002/ecy.2474
Article
Google Scholar
Knutti R., Rogelj J. (2015) The legacy of our CO2 emissions: a clash of scientific facts, politics and ethics. Clim Chang 133(3):361–373. https://doi.org/10.1007/s10584-015-1340-3
CAS
Article
Google Scholar
Korell L., Auge H., Chase J.M., Harpole S., Knight T.M. (2019) We need more realistic climate change experiments for understanding ecosystems of the future. Glob Chang Biol 00:1–3. https://doi.org/10.1111/gcb.14797
Article
Google Scholar
Kotlarski S., Keuler K., Christensen O.B., Colette A., Déqué M, Gobiet A., Goergen K., Jacob D., Lüthi D, Van Meijgaard E., Nikulin G., Schär C, Teichmann C., Vautard R., Warrach-Sagi K., Wulfmeyer V. (2014) Regional climate modeling on European scales: a joint standard evaluation of the EURO-CORDEX RCM ensemble. Geosci Model Dev 7(4):1297–1333. https://doi.org/10.5194/gmd-7-1297-2014
Article
Google Scholar
Kreyling J., Schweiger A.H., Bahn M., Ineson P., Migliavacca M., Morel-Journel T., Christiansen J.R., Schtickzelle N., Larsen K.S. (2018) To replicate, or not to replicate – that is the question: how to tackle nonlinear responses in ecological experiments. Ecol Lett 21(11):1629–1638. https://doi.org/10.1111/ele.13134
Article
Google Scholar
Lawton J.H. (1993) The Ecotron: a controlled environmental facility for the investigation of population and ecosystem processes. Philos Trans R Soc Lond B 341(1296):181–194. https://doi.org/10.1098/rstb.1993.0102
Article
Google Scholar
Lawton J.H. (1996) The ecotron facility at silwood park: the value of “big bottle” experiments. Ecol 77(3):665–669. https://doi.org/10.2307/2265488
Article
Google Scholar
Lin D., Xia J., Wan S. (2010) Climate warming and biomass accumulation of terrestrial plants: a meta-analysis. New Phytol 188(1):187–198. https://doi.org/10.1111/j.1469-8137.2010.03347.x
Article
Google Scholar
Meehl G.A., Goddard L., Boer G., Burgman R., Branstator G., Cassou C., Corti S., Danabasoglu G., Doblas-Reyes F., Hawkins E., Karspeck A., Kimoto M., Kumar A., Matei D., Mignot J., Msadek R., Navarra A., Pohlmann H., Rienecker M., Rosati T., Schneider E., Smith D., Sutton R., Teng H., Van Oldenborgh G.J., Vecchi G., Yeager S. (2014) Decadal climate prediction an update from the trenches. Bull Am Meteorol Soc 95(2):243–267. https://doi.org/10.1175/BAMS-D-12-00241.1
Article
Google Scholar
Moon H., Guillod B.P., Gudmundsson L., Seneviratne S.I. (2019) Soil moisture effects on afternoon precipitation occurrence in current climate models. Geophys Res Lett 46(3):1861–1869. https://doi.org/10.1029/2018GL080879
Article
Google Scholar
Murphy A.H. (1973) A new vector partition of the probability score. J Appl Meteorol 12:595–600
Article
Google Scholar
Orlowsky B., Seneviratne S.I. (2013) Elusive drought: uncertainty in observed trends and short-and long-term CMIP5 projections. Hydrol Earth Syst Sci 17(5):1765–1781. https://doi.org/10.5194/hess-17-1765-2013
Article
Google Scholar
Perkins S.E., Pitman A.J., Holbrook N.J., McAneney J. (2007) Evaluation of the AR4 climate models’ simulated daily maximum temperature, minimum temperature, and precipitation over Australia using probability density functions. J Clim 20(17):4356–4376. https://doi.org/10.1175/JCLI4253.1
Article
Google Scholar
Rajczak J., Schär C (2017) Projections of future precipitation extremes over europe: a multimodel assessment of climate simulations. J Geophys Res Atmos 122(20):10,773–10,800. https://doi.org/10.1002/2017JD027176
Article
Google Scholar
Riahi K., Rao S., Krey V., Cho C., Chirkov V., Fischer G., Kindermann G., Nakicenovic N., Rafaj P. (2011) RCP 8.5-A Scenario of comparatively high greenhouse gas emissions. Clim Chang 109(1):33–57. https://doi.org/10.1007/s10584-011-0149-y
CAS
Article
Google Scholar
Rineau F., Malina R., Beenaerts N., Arnauts N., Bardgett R.D., Berg M.P., Boerema A., Bruckers L., Clerinx J., Davin E.L., De Boeck H.J., De Dobbelaer T., Dondini M., De Laender F., Ellers J., Franken O., Gilbert L., Gudmundsson L., Janssens I.A., Johnson D., Lizin S., Longdoz B., Meire P., Meremans D., Milbau A., Moretti M., Nijs I., Nobel A., Pop I.S., Puetz T., Reyns W., Roy J., Schuetz J., Seneviratne S.I., Smith P., Solmi F., Staes J., Thiery W., Thijs S., Vanderkelen I., Van Landuyt W., Verbruggen E., Witters N., Zscheischler J., Vangronsveld J. (2019) Supplementary materials: towards more predictive and interdisciplinary climate change ecosystem experiments. Nat Clim Chang 9(11):809–816. https://doi.org/10.1038/s41558-019-0609-3
Article
Google Scholar
Roy J., Picon-Cochard C., Augusti A., Benot M.L., Thiery L., Darsonville O., Landais D., Piel C., Defossez M., Devidal S., Escape C., Ravel O., Fromin N., Volaire F., Milcu A., Bahn M., Soussana J.F. (2016) Elevated CO2 maintains grassland net carbon uptake under a future heat and drought extreme. Proc Natl Acad Sci 113(22):6224–6229. https://doi.org/10.1073/pnas.1524527113
CAS
Article
Google Scholar
Rustad L., Campbell J., Marion G., Norby R., Mitchell M., Hartley A., Cornelissen J., Gurevitch J. (2001) A meta-analysis of the response of soil respiration, net nitrogen mineralization, and aboveground plant growth to experimental ecosystem warning. Oecologia 126:543–562. https://doi.org/10.1007/s004420000544. https://link.springer.com/content/pdf/10.1007%2Fs004420000544.pdf
CAS
Article
Google Scholar
Savitzky A., Golay M.J. (1964) Smoothing and differentiation of data by simplified least squares procedures. Anal Chem 36(8):1627–1639. https://doi.org/10.1021/ac60214a047
CAS
Article
Google Scholar
Seneviratne S.I., Corti T., Davin E.L., Hirschi M., Jaeger E.B., Lehner I., Orlowsky B., Teuling A.J. (2010) Investigating soil moisture-climate interactions in a changing climate: a review. https://doi.org/10.1016/j.earscirev.2010.02.004
Seneviratne S.I., Donat M.G., Pitman A.J., Knutti R., Wilby R.L. (2016) Allowable CO2 emissions based on regional and impact-related climate targets. https://doi.org/10.1038/nature16542
Sillmann J., Kharin V.V., Zwiers F.W., Zhang X., Bronaugh D. (2013) Climate extremes indices in the CMIP5 multimodel ensemble: Part 2. Future climate projections. J Geophys Res Atmos 118 (6):2473–2493. https://doi.org/10.1002/jgrd.50188
Article
Google Scholar
Stewart R.I., Dossena M., Bohan D.A., Jeppesen E., Kordas R.L., Ledger M.E., Meerhoff M., Moss B., Mulder C., Shurin J.B., Suttle B., Thompson R., Trimmer M., Woodward G. (2013) Mesocosm experiments as a tool for ecological climate-change research. Adv Ecol Res 48:71–181. https://doi.org/10.1016/B978-0-12-417199-2.00002-1
Article
Google Scholar
Terrer C., Vicca S., Stocker B.D., Hungate B.A., Phillips R.P., Reich P.B., Finzi A.C., Prentice I.C. (2018) Ecosystem responses to elevated CO2 governed by plant–soil interactions and the cost of nitrogen acquisition. https://doi.org/10.1111/nph.14872
Thompson R.M., Beardall J., Beringer J., Grace M., Sardina P. (2013) Means and extremes: building variability into community-level climate change experiments. Ecol Lett 16(6):799–806. https://doi.org/10.1111/ele.12095
Article
Google Scholar
Van der Molen M.K., Dolman A.J., Ciais P., Eglin T., Gobron N., Law B.E., Meir P., Peters W., Phillips O.L., Reichstein M., Chen T., Dekker S.C., Doubková M, Friedl M.A., Jung M., van den Hurk B.J., de Jeu R.A., Kruijt B., Ohta T., Rebel K.T., Plummer S., Seneviratne S.I., Sitch S., Teuling A.J., van der Werf G.R., Wang G. (2011) Drought and ecosystem carbon cycling. https://doi.org/10.1016/j.agrformet.2011.01.018
Vanderkelen I., van Lipzig N.P.M., Thiery W. (2018) Modelling the water balance of Lake Victoria (East Africa) - part 2: future projections. Hydrol Earth Syst Sci 22(10):5527–5549. https://doi.org/10.5194/hess-22-5527-2018
Article
Google Scholar
Vicca S., Bahn M., Estiarte M., Van Loon E.E., Vargas R., Alberti G., Ambus P., Arain M.A., Beier C., Bentley L.P., Borken W., Buchmann N., Collins S.L., De Dato G., Dukes J.S., Escolar C., Fay P., Guidolotti G., Hanson P.J., Kahmen A., Kröel-Dulay G, Ladreiter-Knauss T., Larsen K.S., Lellei-Kovacs E., Lebrija-Trejos E., Maestre F.T., Marhan S., Marshall M., Meir P., Miao Y., Muhr J., Niklaus P.A., Ogaya R., Peñuelas J, Poll C., Rustad L.E., Savage K., Schindlbacher A., Schmidt I.K., Smith A.R., Sotta E.D., Suseela V., Tietema A., Van Gestel N., Van Straaten O., Wan S., Weber U., Janssens I.A. (2014) Can current moisture responses predict soil CO2 efflux under altered precipitation regimes? A synthesis of manipulation experiments. Biogeosciences 11 (11):2991–3013. https://doi.org/10.5194/bg-11-2991-2014
CAS
Article
Google Scholar
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., Rose S.K. (2011) The representative concentration pathways: an overview. Clim Chang 109(1):5–31. https://doi.org/10.1007/s10584-011-0148-z. 9605103
Article
Google Scholar
Wu Z., Dijkstra P., Koch G.W., Peñuelas J, Hungate B.A. (2011) Responses of terrestrial ecosystems to temperature and precipitation change: a meta-analysis of experimental manipulation. Glob Chang Biol 17(2):927–942. https://doi.org/10.1111/j.1365-2486.2010.02302.x
Article
Google Scholar
Yue K., Fornara D.A., Yang W., Peng Y., Peng C., Liu Z., Wu F. (2017) Influence of multiple global change drivers on terrestrial carbon storage: additive effects are common. Ecol Lett 20 (5):663–672. https://doi.org/10.1111/ele.12767
Article
Google Scholar
Zekollari H., Huss M., Farinotti D. (2019) Modelling the future evolution of glaciers in the European Alps under the EURO-CORDEX RCM ensemble. Cryosphere 13(4):1125–1146. https://doi.org/10.5194/tc-13-1125-2019
Article
Google Scholar
Zhang X., Zwiers F.W., Hegerl G. (2009) The influences of data precision on the calculation of temperature percentile indices. Int J Climatol 29(3):321–327. https://doi.org/10.1002/joc.1738
Article
Google Scholar
Zscheischler J., Seneviratne S.I. (2017) Dependence of drivers affects risks associated with compound events. Science Advances 3(6):e1700263. https://doi.org/10.1126/sciadv.1700263
Article
Google Scholar
Zscheischler J., Westra S., van den Hurk B. J. J. M., Seneviratne S. I., Ward P. J., Pitman A., AghaKouchak A., Bresch D. N., Leonard M., Wahl T., Zhang X. (2018) Future climate risk from compound events. Nat Clim Change 8:469–477. https://doi.org/10.1038/s41558-018-0156-3
Article
Google Scholar
Zscheischler J., Fischer E.M., Lange S. (2019) The effect of univariate bias adjustment on multivariate hazard estimates. Earth Syst Dynam 10(1):31–43. https://doi.org/10.5194/esd-10-31-2019
Article
Google Scholar