Constraining decadal variability regionally improves near-term projections of hot, cold and dry extremes
Bibliographic Data
| ID | 15550398 |
|---|---|
| Authors | Paolo De Luca (0000-0002-0416-4622, Barcelona Supercomputing Center, corresponding author), Carlos Delgado‐Torres (0000-0003-1737-4212, Barcelona Supercomputing Center), Rashed Mahmood (0000-0002-3583-2232, Barcelona Supercomputing Center), Margarida Samsó (0000-0003-2868-2755, Barcelona Supercomputing Center), Markus G Donat (0000-0002-0608-7288, Barcelona Supercomputing Center) |
| Year | 2023 |
| Volume | 18 |
| Issue | 9 |
| Pages | 094054-094054 |
| Publication date | 2023-08-24 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Environmental Research Letters (JOURNAL) |
| Journal identifiers | ISSN: 1748-9326 • E-ISSN: 1748-9326 |
| Publisher | IOP Publishing (PUBLISHER • GB) |
| DOI | 10.1088/1748-9326/acf389 |
| OpenAlex | W4386126379 |
| Language | EN |
| Citations received | 2 |
| References cited | 60 |
Hot, cold and dry meteorological extremes are often linked with severe impacts on the public health, agricultural, energy and environmental sectors. Skillful predictions of such extremes could therefore enable stakeholders to better plan and adapt to future impacts of these events. The intensity, duration and frequency of such extremes are affected by anthropogenic climate change and modulated by different modes of climate variability. Here, we use a large multi-model ensemble from the Coupled Model Intercomparison Project Phase 6 (CMIP6) and constrain these simulations by sub-selecting those members whose global sea surface temperature anomaly patterns are most similar to observations at a given point in time, thereby phasing in the decadal climate variability with observations. Hot and cold extremes are skillfully predicted over most of the globe, with also a widespread added value from using the constrained ensemble compared to the unconstrained full CMIP6 ensemble. On the other hand, dry extremes only show skill in some regions with results sensitive to the index used. Still, we find skillful predictions and added skill for dry extremes in some regions such as Western North America, Southern central and Eastern Europe, Southeastern Australia, Southern Africa and the Arabian Peninsula. We also find that the added skill in the constrained ensemble is due to a combination of improved multi-decadal variations in phase with observed climate extremes and improved representation of long-term changes. Our results demonstrate that constraining decadal variability in climate projections can provide improved estimates of temperature extremes and drought in the next 20 years, which can inform targeted adaptation strategies to near-term climate change
Anomaly (physics · Climate change · Climate extremes · Climate model · Climatology · Coupled model intercomparison project · Forecast skill · Geography · Meteorology · Peninsula · Precipitation · Term (time · Climate variability and models · Environmental Science · Hydrology and Drought Analysis · Meteorological Phenomena and Simulations · Geology
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Climate extremes indices in the CMIP5 multimodel ensemble
Standardized precipitation evapotranspiration index (SPEI) revisited
Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization
Hot weather and heat extremes
"General Intelligence," Objectively Determined and Measured
Consistent geographical patterns of changes in high-impact European heatwaves
The Potential to Narrow Uncertainty in Regional Climate Predictions
Extended Reconstructed Sea Surface Temperature, Version 5 (ERSSTv5)
A Multiscalar Drought Index Sensitive to Global Warming
The Scenario Model Intercomparison Project (ScenarioMIP) for CMIP6
The ERA5 global reanalysis
Drought under global warming
Towards pan-European drought risk maps
Historic and future increase in the global land area affected by monthly heat extremes
Multi-annual predictions of the frequency and intensity of daily temperature and precipitation extremes
Severity of drought and heatwave crop losses tripled over the last five decades in Europe
Indices for monitoring changes in extremes based on daily temperature and precipitation data
| Citations per year | 1 |
|---|---|
| Citation span | 2024 - 2025 (2) |
| Highly cited | No |