2023
DOI: 10.1016/j.cliser.2023.100377
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A multi-variable constrained ensemble of regional climate projections under multi-scenarios for Portugal – Part II: Sectoral climate indices

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Cited by 4 publications
(4 citation statements)
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“…Firstly, the data for outdoor air temperature, relative humidity, and solar radiation for Seville were analyzed in each defined scenario: (1) the IWEC TMY, which is the base file used by the CCWorldWeatherGen (CCWWG) tool; (2) the 2050 and 2080 scenarios generated by CCWWG (using the HadCM3 climate model); (3) the 2020 climate data that Meteonorm v7 uses as origin; (4) the 2050 and 2080 scenarios generated by Meteonorm v7 (using the HadCM3 climate model); (5) the 2020 climate data that Meteonorm v8 uses as origin; and (6) the 2050 and 2080 scenarios generated by Meteonorm v8 (using the RCP8.5 climate model). In order to clarify the main characteristics of the different weather files applied in simulations, Table 2 is presented.…”
Section: Resultsmentioning
confidence: 99%
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“…Firstly, the data for outdoor air temperature, relative humidity, and solar radiation for Seville were analyzed in each defined scenario: (1) the IWEC TMY, which is the base file used by the CCWorldWeatherGen (CCWWG) tool; (2) the 2050 and 2080 scenarios generated by CCWWG (using the HadCM3 climate model); (3) the 2020 climate data that Meteonorm v7 uses as origin; (4) the 2050 and 2080 scenarios generated by Meteonorm v7 (using the HadCM3 climate model); (5) the 2020 climate data that Meteonorm v8 uses as origin; and (6) the 2050 and 2080 scenarios generated by Meteonorm v8 (using the RCP8.5 climate model). In order to clarify the main characteristics of the different weather files applied in simulations, Table 2 is presented.…”
Section: Resultsmentioning
confidence: 99%
“…In addition, a notable increase in heat waves and extreme weather events is expected [3]. This situation will have a special impact on the warmer climates of southern Europe, where extreme temperatures are predicted similar to those of regions of North Africa and the Middle East with an increase in the frequency of tropical nights [4], significantly worsening thermal comfort and affecting future human health [5]. Specifically, in southern Spain, local climate change scenarios estimate that the number of days with temperatures above 35 • C (heat waves) would increase by more than 60 days throughout the 21st century [6].…”
Section: Introductionmentioning
confidence: 99%
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“…The model weights are calculated based on each model's ability to accurately represent the multi-variable climate of Portugal. As described in detail in Lima et al (2023a), this multi-model approach can be applied to the computation of FWI (Bento et al 2023) and future climate indices (Lima et al 2023b), heatwaves (Cardoso et al 2023), and drought and soil moisture assessment (Soares andLima 2022, Soares et al 2023a). By using this refined multi-variable method to create the ensemble, we mitigate the uncertainty inherent in climate modeling, that allows obtaining more accurate regional climate projections (Brunner et al 2019, Eyring et al 2019.…”
Section: Methodsmentioning
confidence: 99%