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
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- Increasing heat risk in China’s urban agglomerations G. Zhang et al. 10.1088/1748-9326/ac046e
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- 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
- 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
- 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
- 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
- Climate change scenarios in use: Heat stress in Switzerland A. Casanueva et al. 10.1016/j.cliser.2023.100372
- Current and projected regional economic impacts of heatwaves in Europe D. García-León et al. 10.1038/s41467-021-26050-z
- 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
- 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
- Avoidable heat-related mortality in China during the 21st century G. Zhang et al. 10.1038/s41612-023-00404-4
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- Spatiotemporal changes in population exposure to heat stress in South Asia A. Kyaw et al. 10.1016/j.scs.2023.104544
- 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
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Latest update: 10 Dec 2023
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...
