Time-scale and extent at which large-scale circulation modes determine the wind and solar potential in the Iberian Peninsula

The North Atlantic Oscillation (NAO), the East Atlantic (EA) and the Scandinavian (SCAND) modes are the three main large-scale circulation patterns driving the climate variability of the Iberian Peninsula. This study assesses their influence in terms of solar (photovoltaic) and wind power generation...

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Published in:Environmental Research Letters
Main Authors: Sonia Jerez, Ricardo M Trigo
Format: Article in Journal/Newspaper
Language:English
Published: IOP Publishing 2013
Subjects:
Q
Online Access:https://doi.org/10.1088/1748-9326/8/4/044035
https://doaj.org/article/d93c57509eaa436b86ab5c793c1ea53c
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spelling ftdoajarticles:oai:doaj.org/article:d93c57509eaa436b86ab5c793c1ea53c 2023-09-05T13:21:30+02:00 Time-scale and extent at which large-scale circulation modes determine the wind and solar potential in the Iberian Peninsula Sonia Jerez Ricardo M Trigo 2013-01-01T00:00:00Z https://doi.org/10.1088/1748-9326/8/4/044035 https://doaj.org/article/d93c57509eaa436b86ab5c793c1ea53c EN eng IOP Publishing https://doi.org/10.1088/1748-9326/8/4/044035 https://doaj.org/toc/1748-9326 doi:10.1088/1748-9326/8/4/044035 1748-9326 https://doaj.org/article/d93c57509eaa436b86ab5c793c1ea53c Environmental Research Letters, Vol 8, Iss 4, p 044035 (2013) North Atlantic Oscillation East Atlantic Scandinavian pattern wind power solar power Iberian Peninsula Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 article 2013 ftdoajarticles https://doi.org/10.1088/1748-9326/8/4/044035 2023-08-13T00:37:28Z The North Atlantic Oscillation (NAO), the East Atlantic (EA) and the Scandinavian (SCAND) modes are the three main large-scale circulation patterns driving the climate variability of the Iberian Peninsula. This study assesses their influence in terms of solar (photovoltaic) and wind power generation potential (SP and WP) and evaluates their skill as predictors. For that we use a hindcast regional climate simulation to retrieve the primary meteorological variables involved, surface solar radiation and wind speed. First we identify that the maximum influence of the various modes occurs on the interannual variations of the monthly mean SP and WP series, being generally more relevant in winter. Second we find that in this time-scale and season, SP (WP) varies up to 30% (40%) with respect to the mean climatology between years with opposite phases of the modes, although the strength and the spatial distribution of the signals differ from one month to another. Last, the skill of a multi-linear regression model (MLRM), built using the NAO, EA and SCAND indices, to reconstruct the original wintertime monthly series of SP and WP was investigated. The reconstructed series (when the MLRM is calibrated for each month individually) correlate with the original ones up to 0.8 at the interannual time-scale. Besides, when the modeled series for each individual month are merged to construct an October-to-March monthly series, and after removing the annual cycle in order to account for monthly anomalies, these correlate 0.65 (0.55) with the original SP (WP) series in average. These values remain fairly stable when the calibration and reconstruction periods differ, thus supporting up to a point the predictive potential of the method at the time-scale assessed here. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Directory of Open Access Journals: DOAJ Articles Environmental Research Letters 8 4 044035
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic North Atlantic Oscillation
East Atlantic
Scandinavian pattern
wind power
solar power
Iberian Peninsula
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
spellingShingle North Atlantic Oscillation
East Atlantic
Scandinavian pattern
wind power
solar power
Iberian Peninsula
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
Sonia Jerez
Ricardo M Trigo
Time-scale and extent at which large-scale circulation modes determine the wind and solar potential in the Iberian Peninsula
topic_facet North Atlantic Oscillation
East Atlantic
Scandinavian pattern
wind power
solar power
Iberian Peninsula
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
description The North Atlantic Oscillation (NAO), the East Atlantic (EA) and the Scandinavian (SCAND) modes are the three main large-scale circulation patterns driving the climate variability of the Iberian Peninsula. This study assesses their influence in terms of solar (photovoltaic) and wind power generation potential (SP and WP) and evaluates their skill as predictors. For that we use a hindcast regional climate simulation to retrieve the primary meteorological variables involved, surface solar radiation and wind speed. First we identify that the maximum influence of the various modes occurs on the interannual variations of the monthly mean SP and WP series, being generally more relevant in winter. Second we find that in this time-scale and season, SP (WP) varies up to 30% (40%) with respect to the mean climatology between years with opposite phases of the modes, although the strength and the spatial distribution of the signals differ from one month to another. Last, the skill of a multi-linear regression model (MLRM), built using the NAO, EA and SCAND indices, to reconstruct the original wintertime monthly series of SP and WP was investigated. The reconstructed series (when the MLRM is calibrated for each month individually) correlate with the original ones up to 0.8 at the interannual time-scale. Besides, when the modeled series for each individual month are merged to construct an October-to-March monthly series, and after removing the annual cycle in order to account for monthly anomalies, these correlate 0.65 (0.55) with the original SP (WP) series in average. These values remain fairly stable when the calibration and reconstruction periods differ, thus supporting up to a point the predictive potential of the method at the time-scale assessed here.
format Article in Journal/Newspaper
author Sonia Jerez
Ricardo M Trigo
author_facet Sonia Jerez
Ricardo M Trigo
author_sort Sonia Jerez
title Time-scale and extent at which large-scale circulation modes determine the wind and solar potential in the Iberian Peninsula
title_short Time-scale and extent at which large-scale circulation modes determine the wind and solar potential in the Iberian Peninsula
title_full Time-scale and extent at which large-scale circulation modes determine the wind and solar potential in the Iberian Peninsula
title_fullStr Time-scale and extent at which large-scale circulation modes determine the wind and solar potential in the Iberian Peninsula
title_full_unstemmed Time-scale and extent at which large-scale circulation modes determine the wind and solar potential in the Iberian Peninsula
title_sort time-scale and extent at which large-scale circulation modes determine the wind and solar potential in the iberian peninsula
publisher IOP Publishing
publishDate 2013
url https://doi.org/10.1088/1748-9326/8/4/044035
https://doaj.org/article/d93c57509eaa436b86ab5c793c1ea53c
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_source Environmental Research Letters, Vol 8, Iss 4, p 044035 (2013)
op_relation https://doi.org/10.1088/1748-9326/8/4/044035
https://doaj.org/toc/1748-9326
doi:10.1088/1748-9326/8/4/044035
1748-9326
https://doaj.org/article/d93c57509eaa436b86ab5c793c1ea53c
op_doi https://doi.org/10.1088/1748-9326/8/4/044035
container_title Environmental Research Letters
container_volume 8
container_issue 4
container_start_page 044035
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