Impact of climate change on solar irradiation and variability over the Iberian Peninsula using regional climate models
被引:16
作者:
Gil, Victoria
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h-index: 0
机构:
Univ Castilla La Mancha, Inst Ciencias Ambientales ICAM, Avda Carlos III S-N, Toledo 45071, SpainUniv Castilla La Mancha, Inst Ciencias Ambientales ICAM, Avda Carlos III S-N, Toledo 45071, Spain
Gil, Victoria
[1
]
Angel Gaertner, Miguel
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h-index: 0
机构:
Univ Castilla La Mancha, Fac Ciencias Medio Ambiente, Toledo, SpainUniv Castilla La Mancha, Inst Ciencias Ambientales ICAM, Avda Carlos III S-N, Toledo 45071, Spain
Angel Gaertner, Miguel
[2
]
Gutierrez, Claudia
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h-index: 0
机构:
Univ Castilla La Mancha, Inst Ciencias Ambientales ICAM, Avda Carlos III S-N, Toledo 45071, SpainUniv Castilla La Mancha, Inst Ciencias Ambientales ICAM, Avda Carlos III S-N, Toledo 45071, Spain
Gutierrez, Claudia
[1
]
Losada, Teresa
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h-index: 0
机构:
Univ Complutense Madrid, Fac Ciencias Fis, Madrid, SpainUniv Castilla La Mancha, Inst Ciencias Ambientales ICAM, Avda Carlos III S-N, Toledo 45071, Spain
Losada, Teresa
[3
]
机构:
[1] Univ Castilla La Mancha, Inst Ciencias Ambientales ICAM, Avda Carlos III S-N, Toledo 45071, Spain
[2] Univ Castilla La Mancha, Fac Ciencias Medio Ambiente, Toledo, Spain
[3] Univ Complutense Madrid, Fac Ciencias Fis, Madrid, Spain
climate change;
Iberian Peninsula;
multi-model ensemble;
regional climate modelling;
solar resource;
solar variability;
PHOTOVOLTAIC POWER-GENERATION;
INTERANNUAL VARIABILITY;
ELECTRICITY-GENERATION;
LATE;
21ST-CENTURY;
EUROPEAN CLIMATE;
ENERGY;
PRECIPITATION;
PERFORMANCE;
PROJECTIONS;
RESOLUTION;
D O I:
10.1002/joc.5916
中图分类号:
P4 [大气科学(气象学)];
学科分类号:
0706 ;
070601 ;
摘要:
As solar energy will be an increasingly important renewable energy source in future years, the study of how climate change affects both its temporal and spatial variability is very relevant. In this paper, we study future changes of the solar radiation resource in the Iberian Peninsula (IP) through a set of simulations from ESCENA project (generation of regionalized scenarios of climate change in Spain with high-resolution models) until mid-century. The evaluation of the simulations against observations indicates contrasting biases for the different regional climate models (RCMs) in terms of solar irradiation amount and its inter-annual variability. We propose a diagnostic for the quality of solar energy resource, in which the gridpoints are classified in four categories depending on the combination of solar irradiation amount and variability. The observed large percentage of points in the optimal category (high irradiation/low variability) in the IP is well-captured by the RCMs in general terms. The analysis of scenarios indicates a future increase in solar irradiation, although not all scenarios agree in the geographical distribution of this increase. The quality of solar energy resource is projected to increase, mostly due to a decrease in variability. This is an important result, as a more stable inter-annual resource should decrease the need for backup sources and also reduce inter-annual electricity price variations. Finally, results from a first approximation to the issue of the ability of solar energy to cover power demand peaks in summer show important differences between regions of the IP. However, the spatially averaged correlation of solar irradiation and summer surface temperatures for the whole IP is rather high, which is a positive result as the strong interconnections of the power grid within the IP could allow a distribution of solar power surpluses in certain regions for such high-temperature episodes.
机构:
European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, EnglandEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Dee, D. P.
;
Uppala, S. M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Uppala, S. M.
;
Simmons, A. J.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Simmons, A. J.
;
Berrisford, P.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Berrisford, P.
;
Poli, P.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Poli, P.
;
Kobayashi, S.
论文数: 0引用数: 0
h-index: 0
机构:
Japan Meteorol Agcy, Tokyo, JapanEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Kobayashi, S.
;
Andrae, U.
论文数: 0引用数: 0
h-index: 0
机构:
Swedish Meteorol & Hydrol Inst, S-60176 Norrkoping, SwedenEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Andrae, U.
;
Balmaseda, M. A.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Balmaseda, M. A.
;
Balsamo, G.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Balsamo, G.
;
Bauer, P.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bauer, P.
;
Bechtold, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bechtold, P.
;
Beljaars, A. C. M.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Beljaars, A. C. M.
;
van de Berg, L.
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h-index: 0
机构:
European Org Exploitat Meteorol Satellites, Darmstadt, GermanyEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
van de Berg, L.
;
Bidlot, J.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bidlot, J.
;
Bormann, N.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bormann, N.
;
Delsol, C.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Delsol, C.
;
Dragani, R.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Dragani, R.
;
Fuentes, M.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Fuentes, M.
;
Geer, A. J.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Geer, A. J.
;
Haimberger, L.
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h-index: 0
机构:
Univ Vienna, Dept Meteorol & Geophys, A-1010 Vienna, AustriaEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Haimberger, L.
;
Healy, S. B.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Healy, S. B.
;
Hersbach, H.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Hersbach, H.
;
Holm, E. V.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Holm, E. V.
;
Isaksen, L.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Isaksen, L.
;
Kallberg, P.
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h-index: 0
机构:
Swedish Meteorol & Hydrol Inst, S-60176 Norrkoping, SwedenEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Kallberg, P.
;
Koehler, M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Koehler, M.
;
Matricardi, M.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Matricardi, M.
;
McNally, A. P.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
McNally, A. P.
;
Monge-Sanz, B. M.
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h-index: 0
机构:
Univ Leeds, Sch Earth & Environm, Leeds LS2 9JT, W Yorkshire, EnglandEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Monge-Sanz, B. M.
;
Morcrette, J. -J.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Morcrette, J. -J.
;
Park, B. -K.
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h-index: 0
机构:
Korea Meteorol Adm, Seoul, South KoreaEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Park, B. -K.
;
Peubey, C.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Peubey, C.
;
de Rosnay, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
de Rosnay, P.
;
Tavolato, C.
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h-index: 0
机构:
Univ Vienna, Dept Meteorol & Geophys, A-1010 Vienna, AustriaEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Tavolato, C.
;
Thepaut, J. -N.
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h-index: 0
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Thepaut, J. -N.
;
Vitart, F.
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机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
机构:
European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, EnglandEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Dee, D. P.
;
Uppala, S. M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Uppala, S. M.
;
Simmons, A. J.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Simmons, A. J.
;
Berrisford, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Berrisford, P.
;
Poli, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Poli, P.
;
Kobayashi, S.
论文数: 0引用数: 0
h-index: 0
机构:
Japan Meteorol Agcy, Tokyo, JapanEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Kobayashi, S.
;
Andrae, U.
论文数: 0引用数: 0
h-index: 0
机构:
Swedish Meteorol & Hydrol Inst, S-60176 Norrkoping, SwedenEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Andrae, U.
;
Balmaseda, M. A.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Balmaseda, M. A.
;
Balsamo, G.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Balsamo, G.
;
Bauer, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bauer, P.
;
Bechtold, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bechtold, P.
;
Beljaars, A. C. M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Beljaars, A. C. M.
;
van de Berg, L.
论文数: 0引用数: 0
h-index: 0
机构:
European Org Exploitat Meteorol Satellites, Darmstadt, GermanyEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
van de Berg, L.
;
Bidlot, J.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bidlot, J.
;
Bormann, N.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bormann, N.
;
Delsol, C.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Delsol, C.
;
Dragani, R.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Dragani, R.
;
Fuentes, M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Fuentes, M.
;
Geer, A. J.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Geer, A. J.
;
Haimberger, L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vienna, Dept Meteorol & Geophys, A-1010 Vienna, AustriaEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Haimberger, L.
;
Healy, S. B.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Healy, S. B.
;
Hersbach, H.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Hersbach, H.
;
Holm, E. V.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Holm, E. V.
;
Isaksen, L.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Isaksen, L.
;
Kallberg, P.
论文数: 0引用数: 0
h-index: 0
机构:
Swedish Meteorol & Hydrol Inst, S-60176 Norrkoping, SwedenEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Kallberg, P.
;
Koehler, M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Koehler, M.
;
Matricardi, M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Matricardi, M.
;
McNally, A. P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
McNally, A. P.
;
Monge-Sanz, B. M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Leeds, Sch Earth & Environm, Leeds LS2 9JT, W Yorkshire, EnglandEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Monge-Sanz, B. M.
;
Morcrette, J. -J.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Morcrette, J. -J.
;
Park, B. -K.
论文数: 0引用数: 0
h-index: 0
机构:
Korea Meteorol Adm, Seoul, South KoreaEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Park, B. -K.
;
Peubey, C.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Peubey, C.
;
de Rosnay, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
de Rosnay, P.
;
Tavolato, C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vienna, Dept Meteorol & Geophys, A-1010 Vienna, AustriaEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Tavolato, C.
;
Thepaut, J. -N.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Thepaut, J. -N.
;
Vitart, F.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England