It is demonstrated that boreal winter accumulated heating degree-days, a weather derivative product that is frequently demanded by energy suppliers (among others), can be skillfully predicted with a lead time of 1 month, that is, at the beginning of the previous November, for many regions of the Northern Hemisphere extratropics. This finding contradicts the assumption of poor seasonal predictability for this variable. This short paper is meant to properly inform the participants of the weather derivative market to assure market transparency and to foster a scientific discussion on how to disseminate this formerly unknown expert knowledge.
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, 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