Simple and approximate estimations of future precipitation return values

We present estimates of future 20-year return values for 24 h precipitation based on multi-model ensembles of temperature projections and a crude method to quantify how warmer conditions may influence precipitation intensity. Our results suggest an increase by as much as 40–50 % projected for 2100 f...

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Published in:Natural Hazards and Earth System Sciences
Main Authors: R. E. Benestad, K. M. Parding, A. Mezghani, A. V. Dyrrdal
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2017
Subjects:
geo
Online Access:https://doi.org/10.5194/nhess-17-993-2017
https://www.nat-hazards-earth-syst-sci.net/17/993/2017/nhess-17-993-2017.pdf
https://doaj.org/article/a6c959d79234414e97d0e7b9529d11be
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spelling fttriple:oai:gotriple.eu:oai:doaj.org/article:a6c959d79234414e97d0e7b9529d11be 2023-05-15T17:34:50+02:00 Simple and approximate estimations of future precipitation return values Simple and approximate estimates of future PRecipitation return values R. E. Benestad K. M. Parding A. Mezghani A. V. Dyrrdal 2017-07-01 https://doi.org/10.5194/nhess-17-993-2017 https://www.nat-hazards-earth-syst-sci.net/17/993/2017/nhess-17-993-2017.pdf https://doaj.org/article/a6c959d79234414e97d0e7b9529d11be en eng Copernicus Publications doi:10.5194/nhess-17-993-2017 1561-8633 1684-9981 https://www.nat-hazards-earth-syst-sci.net/17/993/2017/nhess-17-993-2017.pdf https://doaj.org/article/a6c959d79234414e97d0e7b9529d11be undefined Natural Hazards and Earth System Sciences, Vol 17, Pp 993-1001 (2017) envir geo Journal Article https://vocabularies.coar-repositories.org/resource_types/c_6501/ 2017 fttriple https://doi.org/10.5194/nhess-17-993-2017 2023-01-22T17:51:14Z We present estimates of future 20-year return values for 24 h precipitation based on multi-model ensembles of temperature projections and a crude method to quantify how warmer conditions may influence precipitation intensity. Our results suggest an increase by as much as 40–50 % projected for 2100 for a number of locations in Europe, assuming the high Representative Concentration Pathway (RCP) 8.5 emission scenario. The new strategy was based on combining physical understandings with the limited information available, and it utilised the covariance between the mean seasonal variations in precipitation intensity and the North Atlantic saturation vapour pressure. Rather than estimating the expected values and interannual variability, we tried to estimate an upper bound for the response in the precipitation intensity based on the assumption that the seasonal variations in the precipitation intensity are caused by the seasonal variations in temperature. Return values were subsequently derived from the estimated precipitation intensity through a simple and approximate scheme that combined the 1-year 24 h precipitation return values and downscaled annual wet-day mean precipitation for a 20-year event. The latter was based on the 95th percentile of a multi-model ensemble spread of downscaled climate model results. We found geographical variations in the shape of the seasonal cycle of the wet-day mean precipitation which suggest that different rain-producing mechanisms dominate in different regions. These differences indicate that the simple method used here to estimate the response of precipitation intensity to temperature was more appropriate for convective precipitation than for orographic rainfall. Article in Journal/Newspaper North Atlantic Unknown Natural Hazards and Earth System Sciences 17 7 993 1001
institution Open Polar
collection Unknown
op_collection_id fttriple
language English
topic envir
geo
spellingShingle envir
geo
R. E. Benestad
K. M. Parding
A. Mezghani
A. V. Dyrrdal
Simple and approximate estimations of future precipitation return values
topic_facet envir
geo
description We present estimates of future 20-year return values for 24 h precipitation based on multi-model ensembles of temperature projections and a crude method to quantify how warmer conditions may influence precipitation intensity. Our results suggest an increase by as much as 40–50 % projected for 2100 for a number of locations in Europe, assuming the high Representative Concentration Pathway (RCP) 8.5 emission scenario. The new strategy was based on combining physical understandings with the limited information available, and it utilised the covariance between the mean seasonal variations in precipitation intensity and the North Atlantic saturation vapour pressure. Rather than estimating the expected values and interannual variability, we tried to estimate an upper bound for the response in the precipitation intensity based on the assumption that the seasonal variations in the precipitation intensity are caused by the seasonal variations in temperature. Return values were subsequently derived from the estimated precipitation intensity through a simple and approximate scheme that combined the 1-year 24 h precipitation return values and downscaled annual wet-day mean precipitation for a 20-year event. The latter was based on the 95th percentile of a multi-model ensemble spread of downscaled climate model results. We found geographical variations in the shape of the seasonal cycle of the wet-day mean precipitation which suggest that different rain-producing mechanisms dominate in different regions. These differences indicate that the simple method used here to estimate the response of precipitation intensity to temperature was more appropriate for convective precipitation than for orographic rainfall.
format Article in Journal/Newspaper
author R. E. Benestad
K. M. Parding
A. Mezghani
A. V. Dyrrdal
author_facet R. E. Benestad
K. M. Parding
A. Mezghani
A. V. Dyrrdal
author_sort R. E. Benestad
title Simple and approximate estimations of future precipitation return values
title_short Simple and approximate estimations of future precipitation return values
title_full Simple and approximate estimations of future precipitation return values
title_fullStr Simple and approximate estimations of future precipitation return values
title_full_unstemmed Simple and approximate estimations of future precipitation return values
title_sort simple and approximate estimations of future precipitation return values
publisher Copernicus Publications
publishDate 2017
url https://doi.org/10.5194/nhess-17-993-2017
https://www.nat-hazards-earth-syst-sci.net/17/993/2017/nhess-17-993-2017.pdf
https://doaj.org/article/a6c959d79234414e97d0e7b9529d11be
genre North Atlantic
genre_facet North Atlantic
op_source Natural Hazards and Earth System Sciences, Vol 17, Pp 993-1001 (2017)
op_relation doi:10.5194/nhess-17-993-2017
1561-8633
1684-9981
https://www.nat-hazards-earth-syst-sci.net/17/993/2017/nhess-17-993-2017.pdf
https://doaj.org/article/a6c959d79234414e97d0e7b9529d11be
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op_doi https://doi.org/10.5194/nhess-17-993-2017
container_title Natural Hazards and Earth System Sciences
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container_issue 7
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