Articles | Volume 12, issue 1
https://doi.org/10.5194/esd-12-1-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/esd-12-1-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Evaluating the dependence structure of compound precipitation and wind speed extremes
Jakob Zscheischler
CORRESPONDING AUTHOR
Oeschger Centre for Climate Change Research, University of Bern, Bern, Switzerland
Climate and Environmental Physics, University of Bern, Sidlerstrasse 5, 3012 Bern, Switzerland
Department of Computational Hydrosystems, Helmholtz Centre for Environmental Research – UFZ, Leipzig, Germany
Philippe Naveau
Laboratoire des Sciences du Climat et de l’Environnement, Gif-sur-Yvette, France
Olivia Martius
Oeschger Centre for Climate Change Research, University of Bern, Bern, Switzerland
Institute of Geography, University of Bern, Bern, Switzerland
Mobiliar Lab for Natural Risks, University of Bern, Bern, Switzerland
Sebastian Engelke
Research Center for Statistics, University of Geneva, Geneva, Switzerland
Christoph C. Raible
Oeschger Centre for Climate Change Research, University of Bern, Bern, Switzerland
Climate and Environmental Physics, University of Bern, Sidlerstrasse 5, 3012 Bern, Switzerland
Viewed
Total article views: 7,706 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 04 Jun 2020)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
6,118 | 1,416 | 172 | 7,706 | 157 | 165 |
- HTML: 6,118
- PDF: 1,416
- XML: 172
- Total: 7,706
- BibTeX: 157
- EndNote: 165
Total article views: 6,632 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 06 Jan 2021)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
5,489 | 1,014 | 129 | 6,632 | 111 | 124 |
- HTML: 5,489
- PDF: 1,014
- XML: 129
- Total: 6,632
- BibTeX: 111
- EndNote: 124
Total article views: 1,074 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 04 Jun 2020)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
629 | 402 | 43 | 1,074 | 46 | 41 |
- HTML: 629
- PDF: 402
- XML: 43
- Total: 1,074
- BibTeX: 46
- EndNote: 41
Viewed (geographical distribution)
Total article views: 7,706 (including HTML, PDF, and XML)
Thereof 6,991 with geography defined
and 715 with unknown origin.
Total article views: 6,632 (including HTML, PDF, and XML)
Thereof 6,032 with geography defined
and 600 with unknown origin.
Total article views: 1,074 (including HTML, PDF, and XML)
Thereof 959 with geography defined
and 115 with unknown origin.
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Cited
53 citations as recorded by crossref.
- Probabilistic assessment of concurrent tornado and storm‐related flash flood events Y. Ngui et al. 10.1002/joc.8084
- Compound Hydrometeorological Extremes: Drivers, Mechanisms and Methods W. Zhang et al. 10.3389/feart.2021.673495
- Projection of compound wind and precipitation extremes in China based on Phase 6 of the Coupled Model Intercomparison Project models Y. Meng et al. 10.1002/joc.7922
- Dependence of daily precipitation and wind speed over coastal areas: evidence from China's coastline X. Qi et al. 10.2166/nh.2023.093
- Wave height predictions in complex sea flows through soft-computing models: Case study of Persian Gulf T. Sadeghifar et al. 10.1016/j.oceaneng.2021.110467
- Concurrent and dynamical interdependency of compound precipitation and wind speed extremes over India V. Reddy & L. Ray 10.1016/j.atmosres.2024.107389
- Comparison and evaluation of the performance of reanalysis datasets for compound extreme temperature and precipitation events in the Qilian Mountains Y. Wang et al. 10.1016/j.atmosres.2024.107375
- An ensemble-based assessment of bias adjustment performance, changes in hydrometeorological predictors and compound extreme events in EAS-CORDEX P. Olschewski et al. 10.1016/j.wace.2022.100531
- Compound extreme events in Yarlung Zangbo River Basin from 1977 to 2018 Z. Xu & R. Zhang 10.1016/j.wse.2022.08.002
- Observational Evidence of Increasing Compound Tropical Cyclone‐Moist Heat Extremes in India A. Rajeev & V. Mishra 10.1029/2022EF002992
- Physical Retrieval of Rain Rate from Ground-Based Microwave Radiometry W. Wang et al. 10.3390/rs13112217
- Countries most exposed to individual and concurrent extremes and near-permanent extreme conditions at different global warming levels F. Batibeniz et al. 10.5194/esd-14-485-2023
- Compound Wind and Precipitation Extremes in Global Coastal Regions Under Climate Change R. Yaddanapudi et al. 10.1029/2022GL098974
- How well can a seasonal forecast system represent three hourly compound wind and precipitation extremes over Europe? L. Owen et al. 10.1088/1748-9326/ac092e
- Artificial intelligence for climate prediction of extremes: State of the art, challenges, and future perspectives S. Materia et al. 10.1002/wcc.914
- The 2022-like compound dry and hot extreme in the Northern Hemisphere: Extremeness, attribution, and projection Y. Meng et al. 10.1016/j.atmosres.2023.107009
- Assessing the dependence structure between oceanographic, fluvial, and pluvial flooding drivers along the United States coastline A. Nasr et al. 10.5194/hess-25-6203-2021
- System Dynamics Modeling and Simulation of Human Capital Fractal Dimension of the R&D Team Z. Wu et al. 10.1109/ACCESS.2022.3198938
- Towards a compound-event-oriented climate model evaluation: a decomposition of the underlying biases in multivariate fire and heat stress hazards R. Villalobos-Herrera et al. 10.5194/nhess-21-1867-2021
- A methodology for the spatiotemporal identification of compound hazards: wind and precipitation extremes in Great Britain (1979–2019) A. Tilloy et al. 10.5194/esd-13-993-2022
- Asymmetric Dependence in Hydrological Extremes C. Deidda et al. 10.1029/2023WR034512
- The perfect storm? Co-occurring climate extremes in East Africa D. Muheki et al. 10.5194/esd-15-429-2024
- Compound wind and precipitation extremes at a global scale based on CMIP6 models: Evaluation, projection and uncertainty X. Zhu et al. 10.1002/joc.8281
- Compound wind and rainfall extremes: Drivers and future changes over the UK and Ireland C. Manning et al. 10.1016/j.wace.2024.100673
- Assessing the potential of compound extreme storm surge and precipitation along China's coastline Y. Li et al. 10.1016/j.wace.2024.100702
- Correlating Extremes in Wind Divergence with Extremes in Rain over the Tropical Atlantic G. King et al. 10.3390/rs14051147
- Changes in temperature–precipitation correlations over Europe: are climate models reliable? M. Vrac et al. 10.1007/s00382-022-06436-5
- Assessment and Projection of Compound Wind and Precipitation Extremes in EC-Earth3 of CMIP6 Simulations X. Zhu et al. 10.1007/s13143-023-00337-1
- Increasing risk of compound wind and precipitation extremes due to tropical cyclones in India A. Rajeev & V. Mishra 10.1088/2752-5295/accf2e
- Multivariate analysis of compound hail, wind and rainfall extremes in Alberta's hail alley I. Mohamed et al. 10.1016/j.wace.2024.100718
- Incorporating extreme event attribution into climate change adaptation for civil infrastructure: Methods, benefits, and research needs Y. Zhang et al. 10.1016/j.rcns.2024.03.002
- Frontiers in attributing climate extremes and associated impacts S. Perkins-Kirkpatrick et al. 10.3389/fclim.2024.1455023
- Projection of Compound Wind and Precipitation Extreme Events in the Iberian Peninsula Based on CMIP6 I. Alvarez et al. 10.1007/s41748-024-00429-6
- Concurrent extreme events of atmospheric moisture transport and continental precipitation: The role of landfalling atmospheric rivers L. Gimeno-Sotelo & L. Gimeno 10.1016/j.atmosres.2022.106356
- Temporal changes in dependence between compound coastal and inland flooding drivers around the contiguous United States coastline A. Nasr et al. 10.1016/j.wace.2023.100594
- The increasing influence of atmospheric moisture transport on hydrometeorological extremes in the Euromediterranean region with global warming L. Gimeno-Sotelo et al. 10.1038/s43247-024-01787-9
- Toward the reliable use of reanalysis data as a reference for bias correction in climate models: A multivariate perspective V. de Padua & K. Ahn 10.1016/j.jhydrol.2024.132102
- U.S. winter wheat yield loss attributed to compound hot-dry-windy events H. Zhao et al. 10.1038/s41467-022-34947-6
- Co-Occurring Wintertime Flooding and Extreme Wind Over Europe, from Daily to Seasonal Timescales H. Bloomfield et al. 10.2139/ssrn.4174051
- Compound Wind and Precipitation Extremes Across the Indo‐Pacific: Climatology, Variability, and Drivers D. Li et al. 10.1029/2022GL098594
- A framework for multivariate analysis of compound extremes based on correlated hydrologic time series S. Subhadarsini et al. 10.1016/j.jhydrol.2024.131294
- Increased spatial extent and likelihood of compound long-duration dry and hot events in China, 1961–2014 Y. Yang et al. 10.5194/nhess-23-693-2023
- Research progresses and prospects of multi-sphere compound extremes from the Earth System perspective Z. Hao & Y. Chen 10.1007/s11430-023-1201-y
- Advancing research on compound weather and climate events via large ensemble model simulations E. Bevacqua et al. 10.1038/s41467-023-37847-5
- Regional analysis of multivariate compound coastal flooding potential around Europe and environs: sensitivity analysis and spatial patterns P. Camus et al. 10.5194/nhess-21-2021-2021
- Compound droughts and hot extremes: Characteristics, drivers, changes, and impacts Z. Hao et al. 10.1016/j.earscirev.2022.104241
- Synoptic conditions conducive for compound wind-flood events in Great Britain in present and future climates H. Bloomfield et al. 10.1088/1748-9326/ad1cb7
- Examining the role of biophysical feedbacks on simulated temperature extremes during the Tinderbox Drought and Black Summer bushfires in southeast Australia M. Mu et al. 10.1016/j.wace.2024.100703
- Co-occurring wintertime flooding and extreme wind over Europe, from daily to seasonal timescales B. H.C. et al. 10.1016/j.wace.2023.100550
- Clustering bivariate dependencies of compound precipitation and wind extremes over Great Britain and Ireland E. Vignotto et al. 10.1016/j.wace.2021.100318
- Co-Occurring Wintertime Flooding and Extreme Wind Over Europe, from Daily to Seasonal Timescales H. Bloomfield et al. 10.2139/ssrn.4197062
- Future intensification of precipitation and wind gust associated thunderstorms over Lake Victoria J. Van de Walle et al. 10.1016/j.wace.2021.100391
- Large spread in the representation of compound long-duration dry and hot spells over Europe in CMIP5 C. Manning et al. 10.5194/wcd-4-309-2023
53 citations as recorded by crossref.
- Probabilistic assessment of concurrent tornado and storm‐related flash flood events Y. Ngui et al. 10.1002/joc.8084
- Compound Hydrometeorological Extremes: Drivers, Mechanisms and Methods W. Zhang et al. 10.3389/feart.2021.673495
- Projection of compound wind and precipitation extremes in China based on Phase 6 of the Coupled Model Intercomparison Project models Y. Meng et al. 10.1002/joc.7922
- Dependence of daily precipitation and wind speed over coastal areas: evidence from China's coastline X. Qi et al. 10.2166/nh.2023.093
- Wave height predictions in complex sea flows through soft-computing models: Case study of Persian Gulf T. Sadeghifar et al. 10.1016/j.oceaneng.2021.110467
- Concurrent and dynamical interdependency of compound precipitation and wind speed extremes over India V. Reddy & L. Ray 10.1016/j.atmosres.2024.107389
- Comparison and evaluation of the performance of reanalysis datasets for compound extreme temperature and precipitation events in the Qilian Mountains Y. Wang et al. 10.1016/j.atmosres.2024.107375
- An ensemble-based assessment of bias adjustment performance, changes in hydrometeorological predictors and compound extreme events in EAS-CORDEX P. Olschewski et al. 10.1016/j.wace.2022.100531
- Compound extreme events in Yarlung Zangbo River Basin from 1977 to 2018 Z. Xu & R. Zhang 10.1016/j.wse.2022.08.002
- Observational Evidence of Increasing Compound Tropical Cyclone‐Moist Heat Extremes in India A. Rajeev & V. Mishra 10.1029/2022EF002992
- Physical Retrieval of Rain Rate from Ground-Based Microwave Radiometry W. Wang et al. 10.3390/rs13112217
- Countries most exposed to individual and concurrent extremes and near-permanent extreme conditions at different global warming levels F. Batibeniz et al. 10.5194/esd-14-485-2023
- Compound Wind and Precipitation Extremes in Global Coastal Regions Under Climate Change R. Yaddanapudi et al. 10.1029/2022GL098974
- How well can a seasonal forecast system represent three hourly compound wind and precipitation extremes over Europe? L. Owen et al. 10.1088/1748-9326/ac092e
- Artificial intelligence for climate prediction of extremes: State of the art, challenges, and future perspectives S. Materia et al. 10.1002/wcc.914
- The 2022-like compound dry and hot extreme in the Northern Hemisphere: Extremeness, attribution, and projection Y. Meng et al. 10.1016/j.atmosres.2023.107009
- Assessing the dependence structure between oceanographic, fluvial, and pluvial flooding drivers along the United States coastline A. Nasr et al. 10.5194/hess-25-6203-2021
- System Dynamics Modeling and Simulation of Human Capital Fractal Dimension of the R&D Team Z. Wu et al. 10.1109/ACCESS.2022.3198938
- Towards a compound-event-oriented climate model evaluation: a decomposition of the underlying biases in multivariate fire and heat stress hazards R. Villalobos-Herrera et al. 10.5194/nhess-21-1867-2021
- A methodology for the spatiotemporal identification of compound hazards: wind and precipitation extremes in Great Britain (1979–2019) A. Tilloy et al. 10.5194/esd-13-993-2022
- Asymmetric Dependence in Hydrological Extremes C. Deidda et al. 10.1029/2023WR034512
- The perfect storm? Co-occurring climate extremes in East Africa D. Muheki et al. 10.5194/esd-15-429-2024
- Compound wind and precipitation extremes at a global scale based on CMIP6 models: Evaluation, projection and uncertainty X. Zhu et al. 10.1002/joc.8281
- Compound wind and rainfall extremes: Drivers and future changes over the UK and Ireland C. Manning et al. 10.1016/j.wace.2024.100673
- Assessing the potential of compound extreme storm surge and precipitation along China's coastline Y. Li et al. 10.1016/j.wace.2024.100702
- Correlating Extremes in Wind Divergence with Extremes in Rain over the Tropical Atlantic G. King et al. 10.3390/rs14051147
- Changes in temperature–precipitation correlations over Europe: are climate models reliable? M. Vrac et al. 10.1007/s00382-022-06436-5
- Assessment and Projection of Compound Wind and Precipitation Extremes in EC-Earth3 of CMIP6 Simulations X. Zhu et al. 10.1007/s13143-023-00337-1
- Increasing risk of compound wind and precipitation extremes due to tropical cyclones in India A. Rajeev & V. Mishra 10.1088/2752-5295/accf2e
- Multivariate analysis of compound hail, wind and rainfall extremes in Alberta's hail alley I. Mohamed et al. 10.1016/j.wace.2024.100718
- Incorporating extreme event attribution into climate change adaptation for civil infrastructure: Methods, benefits, and research needs Y. Zhang et al. 10.1016/j.rcns.2024.03.002
- Frontiers in attributing climate extremes and associated impacts S. Perkins-Kirkpatrick et al. 10.3389/fclim.2024.1455023
- Projection of Compound Wind and Precipitation Extreme Events in the Iberian Peninsula Based on CMIP6 I. Alvarez et al. 10.1007/s41748-024-00429-6
- Concurrent extreme events of atmospheric moisture transport and continental precipitation: The role of landfalling atmospheric rivers L. Gimeno-Sotelo & L. Gimeno 10.1016/j.atmosres.2022.106356
- Temporal changes in dependence between compound coastal and inland flooding drivers around the contiguous United States coastline A. Nasr et al. 10.1016/j.wace.2023.100594
- The increasing influence of atmospheric moisture transport on hydrometeorological extremes in the Euromediterranean region with global warming L. Gimeno-Sotelo et al. 10.1038/s43247-024-01787-9
- Toward the reliable use of reanalysis data as a reference for bias correction in climate models: A multivariate perspective V. de Padua & K. Ahn 10.1016/j.jhydrol.2024.132102
- U.S. winter wheat yield loss attributed to compound hot-dry-windy events H. Zhao et al. 10.1038/s41467-022-34947-6
- Co-Occurring Wintertime Flooding and Extreme Wind Over Europe, from Daily to Seasonal Timescales H. Bloomfield et al. 10.2139/ssrn.4174051
- Compound Wind and Precipitation Extremes Across the Indo‐Pacific: Climatology, Variability, and Drivers D. Li et al. 10.1029/2022GL098594
- A framework for multivariate analysis of compound extremes based on correlated hydrologic time series S. Subhadarsini et al. 10.1016/j.jhydrol.2024.131294
- Increased spatial extent and likelihood of compound long-duration dry and hot events in China, 1961–2014 Y. Yang et al. 10.5194/nhess-23-693-2023
- Research progresses and prospects of multi-sphere compound extremes from the Earth System perspective Z. Hao & Y. Chen 10.1007/s11430-023-1201-y
- Advancing research on compound weather and climate events via large ensemble model simulations E. Bevacqua et al. 10.1038/s41467-023-37847-5
- Regional analysis of multivariate compound coastal flooding potential around Europe and environs: sensitivity analysis and spatial patterns P. Camus et al. 10.5194/nhess-21-2021-2021
- Compound droughts and hot extremes: Characteristics, drivers, changes, and impacts Z. Hao et al. 10.1016/j.earscirev.2022.104241
- Synoptic conditions conducive for compound wind-flood events in Great Britain in present and future climates H. Bloomfield et al. 10.1088/1748-9326/ad1cb7
- Examining the role of biophysical feedbacks on simulated temperature extremes during the Tinderbox Drought and Black Summer bushfires in southeast Australia M. Mu et al. 10.1016/j.wace.2024.100703
- Co-occurring wintertime flooding and extreme wind over Europe, from daily to seasonal timescales B. H.C. et al. 10.1016/j.wace.2023.100550
- Clustering bivariate dependencies of compound precipitation and wind extremes over Great Britain and Ireland E. Vignotto et al. 10.1016/j.wace.2021.100318
- Co-Occurring Wintertime Flooding and Extreme Wind Over Europe, from Daily to Seasonal Timescales H. Bloomfield et al. 10.2139/ssrn.4197062
- Future intensification of precipitation and wind gust associated thunderstorms over Lake Victoria J. Van de Walle et al. 10.1016/j.wace.2021.100391
- Large spread in the representation of compound long-duration dry and hot spells over Europe in CMIP5 C. Manning et al. 10.5194/wcd-4-309-2023
Latest update: 01 Nov 2024
Short summary
Compound extremes such as heavy precipitation and extreme winds can lead to large damage. To date it is unclear how well climate models represent such compound extremes. Here we present a new measure to assess differences in the dependence structure of bivariate extremes. This measure is applied to assess differences in the dependence of compound precipitation and wind extremes between three model simulations and one reanalysis dataset in a domain in central Europe.
Compound extremes such as heavy precipitation and extreme winds can lead to large damage. To...
Altmetrics
Final-revised paper
Preprint