A climate database with varying drought-heat signatures for climate impact modelling

被引:7
作者
Tschumi, Elisabeth [1 ,2 ]
Lienert, Sebastian [1 ,2 ]
van Der Wiel, Karin [3 ]
Joos, Fortunat [1 ,2 ]
Zscheischler, Jakob [1 ,2 ,4 ]
机构
[1] Univ Bern, Climate & Environm Phys, Bern, Switzerland
[2] Univ Bern, Oeschger Ctr Climate Change Res, Bern, Switzerland
[3] Royal Netherlands Meteorol Inst, De Bilt, Netherlands
[4] UFZ Helmholtz Ctr Environm Res, Dept Computat Hydrosyst, Leipzig, Germany
基金
中国国家自然科学基金; 瑞士国家科学基金会;
关键词
climate model data; compound events; droughts; extremes; heatwaves; TERRESTRIAL CARBON-CYCLE; GROSS PRIMARY PRODUCTION; EXTREME EVENTS; BURNED AREA; TEMPERATURE; PRECIPITATION; UNCERTAINTIES; EARTH; 21ST-CENTURY; PRODUCTIVITY;
D O I
10.1002/gdj3.129
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Extreme climate events, such as droughts and heatwaves, can have large impacts on the environment. Disentangling their individual and combined effects is a difficult task, due to the challenges associated with generating controlled environments to study differences in their impacts. One approach to this problem is creating artificial climate forcing with varying magnitude of univariate and compound extremes, which can be applied to process-based impact models. Here, we propose and describe a set of six 100-year long climate scenarios with varying drought-heat signatures that are derived from climate model simulations whose mean climate is comparable to present-day climate conditions. The changes in extremes are most notable in the 3 months in which vegetation activity is highest and where arguably hot and dry extremes may have the largest impacts. Besides a control scenario representing natural variability (Control), one scenario has neither heat nor drought extremes (Noextremes), one has univariate extremes but no compound extremes (Nocompound), one has only heat extremes but few droughts (Hot), one has only droughts but few heatwaves (Dry), and one has many compound heat and drought extremes (Hotdry). These scenarios differ only moderately in their global mean climate (about 0.3 degrees C in temperature and 6% in precipitation) and do not contain any long-term trends. The data are provided on a daily timescale over land (except Antarctica and parts of Greenland) on a regular 1 degrees x 1 degrees grid. These scenarios were constructed primarily to investigate the impact of varying drought-heat signatures on vegetation and the terrestrial carbon cycle. However, we believe that they may also prove useful to study the differential impacts of droughts and heatwaves in other areas, such as the occurrence of wildfires or crop failure. The data described here can be found on zenodo (, Tschumi et al., 2020).
引用
收藏
页码:154 / 166
页数:13
相关论文
共 72 条
[1]   A global overview of drought and heat-induced tree mortality reveals emerging climate change risks for forests [J].
Allen, Craig D. ;
Macalady, Alison K. ;
Chenchouni, Haroun ;
Bachelet, Dominique ;
McDowell, Nate ;
Vennetier, Michel ;
Kitzberger, Thomas ;
Rigling, Andreas ;
Breshears, David D. ;
Hogg, E. H. ;
Gonzalez, Patrick ;
Fensham, Rod ;
Zhang, Zhen ;
Castro, Jorge ;
Demidova, Natalia ;
Lim, Jong-Hwan ;
Allard, Gillian ;
Running, Steven W. ;
Semerci, Akkin ;
Cobb, Neil .
FOREST ECOLOGY AND MANAGEMENT, 2010, 259 (04) :660-684
[2]   Consequences of widespread tree Mortality triggered by drought and temperature stress [J].
Anderegg, William R. L. ;
Kane, Jeffrey M. ;
Anderegg, Leander D. L. .
NATURE CLIMATE CHANGE, 2013, 3 (01) :30-36
[3]   Direct and seasonal legacy effects of the 2018 heat wave and drought on European ecosystem productivity [J].
Bastos, A. ;
Ciais, P. ;
Friedlingstein, P. ;
Sitch, S. ;
Pongratz, J. ;
Fan, L. ;
Wigneron, J. P. ;
Weber, U. ;
Reichstein, M. ;
Fu, Z. ;
Anthoni, P. ;
Arneth, A. ;
Haverd, V ;
Jain, A. K. ;
Joetzjer, E. ;
Knauer, J. ;
Lienert, S. ;
Loughran, T. ;
McGuire, P. C. ;
Tian, H. ;
Viovy, N. ;
Zaehle, S. .
SCIENCE ADVANCES, 2020, 6 (24)
[4]   Precipitation manipulation experiments - challenges and recommendations for the future [J].
Beier, Claus ;
Beierkuhnlein, Carl ;
Wohlgemuth, Thomas ;
Penuelas, Josep ;
Emmett, Bridget ;
Koerner, Christian ;
de Boeck, Hans J. ;
Christensen, Jens Hesselbjerg ;
Leuzinger, Sebastian ;
Janssens, Ivan A. ;
Hansen, Karin .
ECOLOGY LETTERS, 2012, 15 (08) :899-911
[5]   Using large ensemble modelling to derive future changes in mountain specific climate indicators in a 2 and 3°C warmer world in High Mountain Asia [J].
Bonekamp, P. N. J. ;
Wanders, N. ;
van Der Wiel, K. ;
Lutz, A. F. ;
Immerzeel, W. W. .
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2021, 41 (S1) :E964-E979
[6]   Stochastic representation of model uncertainties in the ECMWF Ensemble Prediction System [J].
Buizza, R ;
Miller, M ;
Palmer, TN .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 1999, 125 (560) :2887-2908
[7]   Europe-wide reduction in primary productivity caused by the heat and drought in 2003 [J].
Ciais, P ;
Reichstein, M ;
Viovy, N ;
Granier, A ;
Ogée, J ;
Allard, V ;
Aubinet, M ;
Buchmann, N ;
Bernhofer, C ;
Carrara, A ;
Chevallier, F ;
De Noblet, N ;
Friend, AD ;
Friedlingstein, P ;
Grünwald, T ;
Heinesch, B ;
Keronen, P ;
Knohl, A ;
Krinner, G ;
Loustau, D ;
Manca, G ;
Matteucci, G ;
Miglietta, F ;
Ourcival, JM ;
Papale, D ;
Pilegaard, K ;
Rambal, S ;
Seufert, G ;
Soussana, JF ;
Sanz, MJ ;
Schulze, ED ;
Vesala, T ;
Valentini, R .
NATURE, 2005, 437 (7058) :529-533
[8]   Meta-analysis of drought and heat stress combination impact on crop yield and yield components [J].
Cohen, Itay ;
Zandalinas, Sara I. ;
Huck, Clayton ;
Fritschi, Felix B. ;
Mittler, Ron .
PHYSIOLOGIA PLANTARUM, 2021, 171 (01) :66-76
[9]   Whole-system responses of experimental plant communities to climate extremes imposed in different seasons [J].
De Boeck, Hans J. ;
Dreesen, Freja E. ;
Janssens, Ivan A. ;
Nijs, Ivan .
NEW PHYTOLOGIST, 2011, 189 (03) :806-817
[10]   Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques [J].
Flach, Milan ;
Gans, Fabian ;
Brenning, Alexander ;
Denzler, Joachim ;
Reichstein, Markus ;
Rodner, Erik ;
Bathiany, Sebastian ;
Bodesheim, Paul ;
Guanche, Yanira ;
Sippel, Sebastian ;
Mahecha, Miguel D. .
EARTH SYSTEM DYNAMICS, 2017, 8 (03) :677-696