Articles | Volume 12, issue 8
https://doi.org/10.5194/gmd-12-3419-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/gmd-12-3419-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Model evaluation paper
| 
05 Aug 2019
Model evaluation paper |
| 05 Aug 2019
| 05 Aug 2019
Climate projections of a multivariate heat stress index: the role of downscaling and bias correction
Federal Office of Meteorology and Climatology MeteoSwiss, Zurich,
Switzerland
currently at: Meteorology Group, Dept. Applied Mathematics and
Computer Sciences, University of Cantabria, Santander, Spain
Sven Kotlarski
Federal Office of Meteorology and Climatology MeteoSwiss, Zurich,
Switzerland
Sixto Herrera
Meteorology Group, Dept. Applied Mathematics and Computer Sciences,
University of Cantabria, Santander, Spain
Andreas M. Fischer
Federal Office of Meteorology and Climatology MeteoSwiss, Zurich,
Switzerland
Tord Kjellstrom
Centre for Technological Research and Innovation (CETRI), Limmasol,
Cyprus
National Center for Epidemiology and Population Health, Australian National University, Canberra, Australia
Cornelia Schwierz
Federal Office of Meteorology and Climatology MeteoSwiss, Zurich,
Switzerland
Viewed
Total article views: 4,094 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 14 Jan 2019)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 2,702 | 1,316 | 76 | 4,094 | 382 | 87 | 83 |
- HTML: 2,702
- PDF: 1,316
- XML: 76
- Total: 4,094
- Supplement: 382
- BibTeX: 87
- EndNote: 83
Total article views: 3,081 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 05 Aug 2019)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 2,074 | 937 | 70 | 3,081 | 236 | 80 | 76 |
- HTML: 2,074
- PDF: 937
- XML: 70
- Total: 3,081
- Supplement: 236
- BibTeX: 80
- EndNote: 76
Total article views: 1,013 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 14 Jan 2019)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 628 | 379 | 6 | 1,013 | 146 | 7 | 7 |
- HTML: 628
- PDF: 379
- XML: 6
- Total: 1,013
- Supplement: 146
- BibTeX: 7
- EndNote: 7
Viewed (geographical distribution)
Total article views: 4,094 (including HTML, PDF, and XML)
Thereof 3,576 with geography defined
and 518 with unknown origin.
Total article views: 3,081 (including HTML, PDF, and XML)
Thereof 2,756 with geography defined
and 325 with unknown origin.
Total article views: 1,013 (including HTML, PDF, and XML)
Thereof 820 with geography defined
and 193 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
29 citations as recorded by crossref.
- Groundwater recharge evaluation due to climate change using WetSpass-M distributed hydrological model in Bilate river basin of Ethiopia A. Nannawo et al. 10.1016/j.gsd.2022.100860
- Icewine fingerprint involved in latitude under climate change W. Sun et al. 10.1016/j.foodres.2024.115305
- Direct and indirect application of univariate and multivariate bias corrections on heat-stress indices based on multiple regional-climate-model simulations L. Qiu et al. 10.5194/esd-14-507-2023
- Global supply chains amplify economic costs of future extreme heat risk Y. Sun et al. 10.1038/s41586-024-07147-z
- Cascading climate effects in deep reservoirs: Full assessment of physical and biogeochemical dynamics under ensemble climate projections and ways towards adaptation C. Mi et al. 10.1007/s13280-023-01950-0
- Performance evaluation of raw and bias-corrected ERA5 precipitation data with respect to extreme precipitation analysis: case study in Upper Jhelum Basin, South Asia R. Ansari & G. Grossi 10.1007/s00704-022-04239-6
- Climate change scenarios in use: Heat stress in Switzerland A. Casanueva et al. 10.1016/j.cliser.2023.100372
- Amplification of the discrepancy between simplified and physics-based wet-bulb globe temperatures in a warmer climate L. Qiu et al. 10.1016/j.wace.2024.100677
- Current and projected regional economic impacts of heatwaves in Europe D. García-León et al. 10.1038/s41467-021-26050-z
- Envisaging the actual evapotranspiration and elucidating its effects under climate change scenarios on agrarian lands of bilate river basin in Ethiopia A. Nannawo et al. 10.1016/j.heliyon.2022.e10368
- When is Chemical Disequilibrium in Earth-like Planetary Atmospheres a Biosignature versus an Anti-biosignature? Disequilibria from Dead to Living Worlds N. Wogan & D. Catling 10.3847/1538-4357/ab7b81
- Increasing heat risk in China’s urban agglomerations G. Zhang et al. 10.1088/1748-9326/ac046e
- The HEAT-SHIELD project — Perspectives from an inter-sectoral approach to occupational heat stress N. Morris et al. 10.1016/j.jsams.2021.03.001
- Impact of climate change on potential evapotranspiration and crop water requirement in Upper Wabe Bridge watershed, Wabe Shebele River Basin, Ethiopia M. Gurara et al. 10.1016/j.jafrearsci.2021.104223
- Assessing future heat stress across China: combined effects of heat and relative humidity on mortality G. Zhang et al. 10.3389/fpubh.2023.1282497
- Evaluation of bias correction methods for a multivariate drought index: case study of the Upper Jhelum Basin R. Ansari et al. 10.5194/gmd-16-2055-2023
- Climate Scenarios for Switzerland CH2018 – Approach and Implications A. Fischer et al. 10.1016/j.cliser.2022.100288
- Optimal heat stress metric for modelling heat‐related mortality varies from country to country Y. Lo et al. 10.1002/joc.8160
- High-resolution projections of outdoor thermal stress in the twenty-first century: a Tasmanian case study B. Weeding et al. 10.1007/s00484-024-02622-8
- The Politics of Shooting Yourself in the Foot: Why Border Enforcement Efforts Backfire J. Schon & D. Leblang 10.2139/ssrn.3889680
- Changes in heat stress considering temperature, humidity, and wind over East Asia under RCP8.5 and SSP5‐8.5 scenarios A. Juzbašić et al. 10.1002/joc.7636
- Projections of future precipitation and air temperature over the Tibetan Plateau based on Coupled Model Intercomparison Project Phase 6 multimodel ensembles W. Zhang et al. 10.1002/joc.7865
- Climate Change and the Future Heat Stress Challenges among Smallholder Farmers in East Africa G. Yengoh & J. Ardö 10.3390/atmos11070753
- Evaluation of Reanalysis Precipitation Data and Potential Bias Correction Methods for Use in Data-Scarce Areas V. Garibay et al. 10.1007/s11269-021-02804-8
- Research progresses and prospects of multi-sphere compound extremes from the Earth System perspective Z. Hao & Y. Chen 10.1007/s11430-023-1201-y
- Avoidable heat-related mortality in China during the 21st century G. Zhang et al. 10.1038/s41612-023-00404-4
- Underestimated increase and intensification of humid-heat extremes across southeast China due to humidity data inhomogeneity X. Li et al. 10.3389/fenvs.2022.1104039
- Spatiotemporal changes in population exposure to heat stress in South Asia A. Kyaw et al. 10.1016/j.scs.2023.104544
- Influence of Climate Change on the Flood Disasters in Bursa, Turkey M. BALOV 10.19072/ijet.809818
28 citations as recorded by crossref.
- Groundwater recharge evaluation due to climate change using WetSpass-M distributed hydrological model in Bilate river basin of Ethiopia A. Nannawo et al. 10.1016/j.gsd.2022.100860
- Icewine fingerprint involved in latitude under climate change W. Sun et al. 10.1016/j.foodres.2024.115305
- Direct and indirect application of univariate and multivariate bias corrections on heat-stress indices based on multiple regional-climate-model simulations L. Qiu et al. 10.5194/esd-14-507-2023
- Global supply chains amplify economic costs of future extreme heat risk Y. Sun et al. 10.1038/s41586-024-07147-z
- Cascading climate effects in deep reservoirs: Full assessment of physical and biogeochemical dynamics under ensemble climate projections and ways towards adaptation C. Mi et al. 10.1007/s13280-023-01950-0
- Performance evaluation of raw and bias-corrected ERA5 precipitation data with respect to extreme precipitation analysis: case study in Upper Jhelum Basin, South Asia R. Ansari & G. Grossi 10.1007/s00704-022-04239-6
- Climate change scenarios in use: Heat stress in Switzerland A. Casanueva et al. 10.1016/j.cliser.2023.100372
- Amplification of the discrepancy between simplified and physics-based wet-bulb globe temperatures in a warmer climate L. Qiu et al. 10.1016/j.wace.2024.100677
- Current and projected regional economic impacts of heatwaves in Europe D. García-León et al. 10.1038/s41467-021-26050-z
- Envisaging the actual evapotranspiration and elucidating its effects under climate change scenarios on agrarian lands of bilate river basin in Ethiopia A. Nannawo et al. 10.1016/j.heliyon.2022.e10368
- When is Chemical Disequilibrium in Earth-like Planetary Atmospheres a Biosignature versus an Anti-biosignature? Disequilibria from Dead to Living Worlds N. Wogan & D. Catling 10.3847/1538-4357/ab7b81
- Increasing heat risk in China’s urban agglomerations G. Zhang et al. 10.1088/1748-9326/ac046e
- The HEAT-SHIELD project — Perspectives from an inter-sectoral approach to occupational heat stress N. Morris et al. 10.1016/j.jsams.2021.03.001
- Impact of climate change on potential evapotranspiration and crop water requirement in Upper Wabe Bridge watershed, Wabe Shebele River Basin, Ethiopia M. Gurara et al. 10.1016/j.jafrearsci.2021.104223
- Assessing future heat stress across China: combined effects of heat and relative humidity on mortality G. Zhang et al. 10.3389/fpubh.2023.1282497
- Evaluation of bias correction methods for a multivariate drought index: case study of the Upper Jhelum Basin R. Ansari et al. 10.5194/gmd-16-2055-2023
- Climate Scenarios for Switzerland CH2018 – Approach and Implications A. Fischer et al. 10.1016/j.cliser.2022.100288
- Optimal heat stress metric for modelling heat‐related mortality varies from country to country Y. Lo et al. 10.1002/joc.8160
- High-resolution projections of outdoor thermal stress in the twenty-first century: a Tasmanian case study B. Weeding et al. 10.1007/s00484-024-02622-8
- The Politics of Shooting Yourself in the Foot: Why Border Enforcement Efforts Backfire J. Schon & D. Leblang 10.2139/ssrn.3889680
- Changes in heat stress considering temperature, humidity, and wind over East Asia under RCP8.5 and SSP5‐8.5 scenarios A. Juzbašić et al. 10.1002/joc.7636
- Projections of future precipitation and air temperature over the Tibetan Plateau based on Coupled Model Intercomparison Project Phase 6 multimodel ensembles W. Zhang et al. 10.1002/joc.7865
- Climate Change and the Future Heat Stress Challenges among Smallholder Farmers in East Africa G. Yengoh & J. Ardö 10.3390/atmos11070753
- Evaluation of Reanalysis Precipitation Data and Potential Bias Correction Methods for Use in Data-Scarce Areas V. Garibay et al. 10.1007/s11269-021-02804-8
- Research progresses and prospects of multi-sphere compound extremes from the Earth System perspective Z. Hao & Y. Chen 10.1007/s11430-023-1201-y
- Avoidable heat-related mortality in China during the 21st century G. Zhang et al. 10.1038/s41612-023-00404-4
- Underestimated increase and intensification of humid-heat extremes across southeast China due to humidity data inhomogeneity X. Li et al. 10.3389/fenvs.2022.1104039
- Spatiotemporal changes in population exposure to heat stress in South Asia A. Kyaw et al. 10.1016/j.scs.2023.104544
1 citations as recorded by crossref.
Latest update: 19 Nov 2024
Short summary
Given the large number of available data sets and products currently produced for climate impact studies, it is challenging to distil the most accurate and useful information for climate services. This work presents a comparison of methods widely used to generate climate projections, from different sources and at different spatial resolutions, in order to assess the role of downscaling and statistical post-processing (bias correction).
Given the large number of available data sets and products currently produced for climate impact...
