MADDEN-JULIAN OSCILLATION;
NORTH PACIFIC;
PREDICTION;
MODULATION;
ALGORITHM;
WEATHER;
WINTER;
D O I:
10.1002/2017GL074434
中图分类号:
P [天文学、地球科学];
学科分类号:
07 ;
摘要:
Atmospheric rivers are elongated plumes of intense moisture transport that are capable of producing extreme and impactful weather. Along the West Coast of North America, they occasionally cause considerable mayhem-delivering flooding rains during periods of heightened activity and desiccating droughts during periods of reduced activity. The intrinsic chaos of the atmosphere makes the prediction of atmospheric rivers at subseasonal-to-seasonal time scales (3 to 5 weeks) an inherently difficult task. We demonstrate here that the potential exists to advance forecast lead times of atmospheric rivers into subseasonal-to-seasonal time scales through knowledge of two of the atmosphere's most prominent oscillations, the Madden-Julian oscillation (MJO) and the quasi-biennial oscillation (QBO). Strong MJO and QBO activity modulates the frequency at which atmospheric rivers strike-offering an opportunity to improve subseasonal-to-seasonal forecast models and thereby skillfully predict atmospheric river activity up to 5 weeks in advance. Plain Language Summary Along the west coast of North America, intense rain storms that produce extreme and impactful weather occasionally happen. These rain storms are called "atmospheric rivers." Atmospheric rivers cause considerable mayhem - delivering flooding rains when they occur and desiccating droughts during their absence. Because their impacts are so extreme, it would be beneficial to have as much forewarning as possible about when and where they will occur. Unfortunately, modern-day weather models are unable to forecast atmospheric rivers beyond two weeks in advance. However, we find that the potential exists to improve forecasts of atmospheric rivers by using knowledge of the current weather in the tropics. The weather in the tropics foretells many weeks in advance when and where atmospheric rivers will impact the west coast of North America. Our findings offer an opportunity to improve weather forecasts and thereby provide more forewarning for atmospheric rivers and their extreme impacts.
机构:
Penn State Univ, Dept Meteorol, 503 Walker Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Meteorol, 503 Walker Bldg, University Pk, PA 16802 USA
Baggett, Cory
Lee, Sukyoung
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Dept Meteorol, 503 Walker Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Meteorol, 503 Walker Bldg, University Pk, PA 16802 USA
Lee, Sukyoung
Feldstein, Steven
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Dept Meteorol, 503 Walker Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Meteorol, 503 Walker Bldg, University Pk, PA 16802 USA
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:
Univ Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USAUniv Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USA
Dettinger, Michael D.
Ralph, Fred Martin
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Earth Syst Res Lab, Boulder, CO 80305 USAUniv Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USA
Ralph, Fred Martin
Das, Tapash
论文数: 0引用数: 0
h-index: 0
机构:Univ Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USA
Das, Tapash
Neiman, Paul J.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Earth Syst Res Lab, Boulder, CO 80305 USAUniv Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USA
Neiman, Paul J.
Cayan, Daniel R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USAUniv Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USA
机构:
Univ Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
NOAA, Earth Syst Res Lab, Global Syst Div, Boulder, CO 80305 USAUniv Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Green, Benjamin W.
Sun, Shan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
NOAA, Earth Syst Res Lab, Global Syst Div, Boulder, CO 80305 USAUniv Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Sun, Shan
Bleck, Rainer
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
NOAA, Earth Syst Res Lab, Global Syst Div, Boulder, CO 80305 USA
NASA, Goddard Inst Space Studies, New York, NY 10025 USAUniv Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Bleck, Rainer
Benjamin, Stanley G.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Earth Syst Res Lab, Global Syst Div, Boulder, CO 80305 USAUniv Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Benjamin, Stanley G.
Grell, Georg A.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Earth Syst Res Lab, Global Syst Div, Boulder, CO 80305 USAUniv Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
机构:
Univ Calif Los Angeles, Joint Inst Reg Earth Syst Sci & Engn, Los Angeles, CA USA
CALTECH, Jet Prop Lab, Pasadena, CA USAUniv Calif Los Angeles, Joint Inst Reg Earth Syst Sci & Engn, Los Angeles, CA USA
Guan, Bin
Waliser, Duane E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Joint Inst Reg Earth Syst Sci & Engn, Los Angeles, CA USA
CALTECH, Jet Prop Lab, Pasadena, CA USAUniv Calif Los Angeles, Joint Inst Reg Earth Syst Sci & Engn, Los Angeles, CA USA
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USACALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
Guan, Bin
Waliser, Duane E.
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USACALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
Waliser, Duane E.
Molotch, Noah P.
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
Univ Colorado, Dept Geog, Boulder, CO 80309 USA
Univ Colorado, Inst Arctic & Alpine Res, Boulder, CO 80309 USACALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
Molotch, Noah P.
Fetzer, Eric J.
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USACALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
Fetzer, Eric J.
Neiman, Paul J.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Div Phys Sci, Earth Syst Res Lab, Boulder, CO USACALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
机构:
Penn State Univ, Dept Meteorol, 503 Walker Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Meteorol, 503 Walker Bldg, University Pk, PA 16802 USA
Baggett, Cory
Lee, Sukyoung
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Dept Meteorol, 503 Walker Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Meteorol, 503 Walker Bldg, University Pk, PA 16802 USA
Lee, Sukyoung
Feldstein, Steven
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Dept Meteorol, 503 Walker Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Meteorol, 503 Walker Bldg, University Pk, PA 16802 USA
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:
Univ Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USAUniv Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USA
Dettinger, Michael D.
Ralph, Fred Martin
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Earth Syst Res Lab, Boulder, CO 80305 USAUniv Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USA
Ralph, Fred Martin
Das, Tapash
论文数: 0引用数: 0
h-index: 0
机构:Univ Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USA
Das, Tapash
Neiman, Paul J.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Earth Syst Res Lab, Boulder, CO 80305 USAUniv Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USA
Neiman, Paul J.
Cayan, Daniel R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USAUniv Calif San Diego, Scripps Inst Oceanog, US Geol Survey, La Jolla, CA 92093 USA
机构:
Univ Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
NOAA, Earth Syst Res Lab, Global Syst Div, Boulder, CO 80305 USAUniv Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Green, Benjamin W.
Sun, Shan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
NOAA, Earth Syst Res Lab, Global Syst Div, Boulder, CO 80305 USAUniv Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Sun, Shan
Bleck, Rainer
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
NOAA, Earth Syst Res Lab, Global Syst Div, Boulder, CO 80305 USA
NASA, Goddard Inst Space Studies, New York, NY 10025 USAUniv Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Bleck, Rainer
Benjamin, Stanley G.
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h-index: 0
机构:
NOAA, Earth Syst Res Lab, Global Syst Div, Boulder, CO 80305 USAUniv Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Benjamin, Stanley G.
Grell, Georg A.
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机构:
NOAA, Earth Syst Res Lab, Global Syst Div, Boulder, CO 80305 USAUniv Colorado Boulder, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
机构:
Univ Calif Los Angeles, Joint Inst Reg Earth Syst Sci & Engn, Los Angeles, CA USA
CALTECH, Jet Prop Lab, Pasadena, CA USAUniv Calif Los Angeles, Joint Inst Reg Earth Syst Sci & Engn, Los Angeles, CA USA
Guan, Bin
Waliser, Duane E.
论文数: 0引用数: 0
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机构:
Univ Calif Los Angeles, Joint Inst Reg Earth Syst Sci & Engn, Los Angeles, CA USA
CALTECH, Jet Prop Lab, Pasadena, CA USAUniv Calif Los Angeles, Joint Inst Reg Earth Syst Sci & Engn, Los Angeles, CA USA
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USACALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
Guan, Bin
Waliser, Duane E.
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USACALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
Waliser, Duane E.
Molotch, Noah P.
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
Univ Colorado, Dept Geog, Boulder, CO 80309 USA
Univ Colorado, Inst Arctic & Alpine Res, Boulder, CO 80309 USACALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
Molotch, Noah P.
Fetzer, Eric J.
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h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USACALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
Fetzer, Eric J.
Neiman, Paul J.
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h-index: 0
机构:
NOAA, Div Phys Sci, Earth Syst Res Lab, Boulder, CO USACALTECH, Jet Prop Lab, Pasadena, CA 91109 USA