Downscaling summer rainfall in the UK from North Atlantic ocean temperatures

International audience Annual series of three stochastic rainfall model parameters ? the seasonal wet day amount (or intensity), the conditional dry?day probability (or dry?spell persistence), and the conditional wet-day probability (or wet-spell persistence) ? were examined using daily rainfall rec...

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Main Author: Wilby, R. L.
Other Authors: Department of Geography, University College of London London (UCL)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2001
Subjects:
Online Access:https://hal.science/hal-00304600
https://hal.science/hal-00304600/document
https://hal.science/hal-00304600/file/hess-5-245-2001.pdf
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spelling ftinsu:oai:HAL:hal-00304600v1 2023-11-12T04:21:48+01:00 Downscaling summer rainfall in the UK from North Atlantic ocean temperatures Wilby, R. L. Department of Geography University College of London London (UCL) 2001 https://hal.science/hal-00304600 https://hal.science/hal-00304600/document https://hal.science/hal-00304600/file/hess-5-245-2001.pdf en eng HAL CCSD European Geosciences Union hal-00304600 https://hal.science/hal-00304600 https://hal.science/hal-00304600/document https://hal.science/hal-00304600/file/hess-5-245-2001.pdf info:eu-repo/semantics/OpenAccess ISSN: 1812-2108 EISSN: 1812-2116 Hydrology and Earth System Sciences Discussions https://hal.science/hal-00304600 Hydrology and Earth System Sciences Discussions, 2001, 5 (2), pp.245-257 [SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces environment [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere [SDU.STU]Sciences of the Universe [physics]/Earth Sciences info:eu-repo/semantics/article Journal articles 2001 ftinsu 2023-10-25T16:26:05Z International audience Annual series of three stochastic rainfall model parameters ? the seasonal wet day amount (or intensity), the conditional dry?day probability (or dry?spell persistence), and the conditional wet-day probability (or wet-spell persistence) ? were examined using daily rainfall records for ten UK stations for the period 1901?1995. The purpose was first, to determine the extent to which these indices of summer (June?August) rainfall were correlated with empirical orthogonal functions (EOFs) of summer North Atlantic sea surface temperature (SST) anomalies: second, to evaluate the skill of EOFs of preceding winter (December?February) SSTs for summer rainfall forecasting and downscaling.Correlation analyses suggest that observed increases in summer dry-spell persistence since the 1970s coincided with positive SST anomalies in the North Atlantic. In contrast, wet-spell persistence and intensities were relatively weakly correlated with the same patterns, implying that the use of SSTs is justifiable for conditioning occurrence but not intensity parameters. Furthermore, the correlation strengths were greater for EOFs of SSTs than those reported for area-average SST anomalies, indicating that the pattern of SST anomalies conveys important information about seasonal rainfall anomalies across the UK. When EOFs of winter SSTs were used to forecast summer rainfall in Cambridge, the skill was once again greater for dry-spells than either wet-spells or intensities. However, even for dry?spells, the correlation with observations ? whilst statistically significant ? was still rather modest (r<0.4). Nonetheless, the results are comparable to previous investigations of summer rainfall across Europe, and suggest that forecasting skill (across the UK) originates from the predictability of the rainfall occurrence process. Keywords: North Atlantic, ocean temperatures, downscaling, rainfall, forecasting, UK Article in Journal/Newspaper North Atlantic Institut national des sciences de l'Univers: HAL-INSU
institution Open Polar
collection Institut national des sciences de l'Univers: HAL-INSU
op_collection_id ftinsu
language English
topic [SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.STU]Sciences of the Universe [physics]/Earth Sciences
spellingShingle [SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.STU]Sciences of the Universe [physics]/Earth Sciences
Wilby, R. L.
Downscaling summer rainfall in the UK from North Atlantic ocean temperatures
topic_facet [SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.STU]Sciences of the Universe [physics]/Earth Sciences
description International audience Annual series of three stochastic rainfall model parameters ? the seasonal wet day amount (or intensity), the conditional dry?day probability (or dry?spell persistence), and the conditional wet-day probability (or wet-spell persistence) ? were examined using daily rainfall records for ten UK stations for the period 1901?1995. The purpose was first, to determine the extent to which these indices of summer (June?August) rainfall were correlated with empirical orthogonal functions (EOFs) of summer North Atlantic sea surface temperature (SST) anomalies: second, to evaluate the skill of EOFs of preceding winter (December?February) SSTs for summer rainfall forecasting and downscaling.Correlation analyses suggest that observed increases in summer dry-spell persistence since the 1970s coincided with positive SST anomalies in the North Atlantic. In contrast, wet-spell persistence and intensities were relatively weakly correlated with the same patterns, implying that the use of SSTs is justifiable for conditioning occurrence but not intensity parameters. Furthermore, the correlation strengths were greater for EOFs of SSTs than those reported for area-average SST anomalies, indicating that the pattern of SST anomalies conveys important information about seasonal rainfall anomalies across the UK. When EOFs of winter SSTs were used to forecast summer rainfall in Cambridge, the skill was once again greater for dry-spells than either wet-spells or intensities. However, even for dry?spells, the correlation with observations ? whilst statistically significant ? was still rather modest (r<0.4). Nonetheless, the results are comparable to previous investigations of summer rainfall across Europe, and suggest that forecasting skill (across the UK) originates from the predictability of the rainfall occurrence process. Keywords: North Atlantic, ocean temperatures, downscaling, rainfall, forecasting, UK
author2 Department of Geography
University College of London London (UCL)
format Article in Journal/Newspaper
author Wilby, R. L.
author_facet Wilby, R. L.
author_sort Wilby, R. L.
title Downscaling summer rainfall in the UK from North Atlantic ocean temperatures
title_short Downscaling summer rainfall in the UK from North Atlantic ocean temperatures
title_full Downscaling summer rainfall in the UK from North Atlantic ocean temperatures
title_fullStr Downscaling summer rainfall in the UK from North Atlantic ocean temperatures
title_full_unstemmed Downscaling summer rainfall in the UK from North Atlantic ocean temperatures
title_sort downscaling summer rainfall in the uk from north atlantic ocean temperatures
publisher HAL CCSD
publishDate 2001
url https://hal.science/hal-00304600
https://hal.science/hal-00304600/document
https://hal.science/hal-00304600/file/hess-5-245-2001.pdf
genre North Atlantic
genre_facet North Atlantic
op_source ISSN: 1812-2108
EISSN: 1812-2116
Hydrology and Earth System Sciences Discussions
https://hal.science/hal-00304600
Hydrology and Earth System Sciences Discussions, 2001, 5 (2), pp.245-257
op_relation hal-00304600
https://hal.science/hal-00304600
https://hal.science/hal-00304600/document
https://hal.science/hal-00304600/file/hess-5-245-2001.pdf
op_rights info:eu-repo/semantics/OpenAccess
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