Search results for "LOESS regression"

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Sensitivity of extreme rainfall to temperature in semi-arid Mediterranean regions

2019

Abstract Warmer air has the potential to hold more water vapour and, therefore, to provide more water to rainfall events. Studying the relationship between rainfall and temperature represents an emerging issue in hydrology and meteorology, since it can be considered fundamental for evaluating the effects of global warming on future precipitation. Various approaches have been tested across different parts of the world, in many cases observing an intensification of extreme precipitation at higher temperatures consistent with the well-known thermodynamic Clausius-Clapeyron relation (CC-scaling rate of 6–7%°C−1). However, at different locations for hourly time-scales, the temperature-extreme ra…

Mediterranean climateAtmospheric Science010504 meteorology & atmospheric sciencesClausius-Clapeyron; Extreme rainfall; Global warming; LOESS regression; Piecewise regression; Water vapour; Atmospheric Science010501 environmental sciencesAtmospheric sciencesWater vapour01 natural sciencesClausius-ClapeyronEffects of global warmingmedicinePrecipitationSegmented regression0105 earth and related environmental sciencesGlobal warmingGlobal warmingSettore ICAR/02 - Costruzioni Idrauliche E Marittime E IdrologiaExtreme rainfallRegression analysisLOESS regressionPiecewise regression15. Life on landSeasonalitymedicine.diseaseArid13. Climate actionEnvironmental science
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