Extending medium-range predictability of extreme hydrological events in Europe
被引:67
作者:
Lavers, David A.
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机构:
European Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, EnglandEuropean Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, England
Lavers, David A.
[1
]
Pappenberger, Florian
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h-index: 0
机构:
European Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, England
Univ Bristol, Sch Geog Sci, Bristol BS8 1SS, Avon, EnglandEuropean Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, England
Pappenberger, Florian
[1
,2
]
Zsoter, Ervin
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h-index: 0
机构:
European Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, EnglandEuropean Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, England
Zsoter, Ervin
[1
]
机构:
[1] European Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, England
Widespread flooding occurred across northwest Europe during the winter of 2013/14, resulting in large socioeconomic damages. In the historical record, extreme hydrological events have been connected with intense water vapour transport. Here we show that water vapour transport has higher medium-range predictability compared with precipitation in the winter 2013/14 forecasts from the European Centre for Medium-Range Weather Forecasts. Applying the concept of potential predictability, the transport is found to extend the forecast horizon by 3 days in some European regions. Our results suggest that the breakdown in precipitation predictability is due to uncertainty in the horizontal mass convergence location, an essential mechanism for precipitation generation. Furthermore, the predictability increases with larger spatial averages. Given the strong association between precipitation and water vapour transport, especially for extreme events, we conclude that the higher transport predictability could be used as a model diagnostic to increase preparedness for extreme hydrological events.
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.
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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.
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.
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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.
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.
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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.
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.
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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.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Peubey, C.
;
de Rosnay, P.
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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
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Thepaut, J. -N.
;
Vitart, F.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
机构:
European Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, EnglandEuropean Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, England
Dutra, E.
;
Di Giuseppe, F.
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h-index: 0
机构:
European Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, EnglandEuropean Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, England
Di Giuseppe, F.
;
Wetterhall, F.
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h-index: 0
机构:
European Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, EnglandEuropean Ctr Medium Range Weather Forecasts, 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
机构:
European Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, EnglandEuropean Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, England
Dutra, E.
;
Di Giuseppe, F.
论文数: 0引用数: 0
h-index: 0
机构:
European Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, EnglandEuropean Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, England
Di Giuseppe, F.
;
Wetterhall, F.
论文数: 0引用数: 0
h-index: 0
机构:
European Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, EnglandEuropean Ctr Medium Range Weather Forecasts, Reading RG2 9AX, Berks, England