On the reliability of seasonal climate forecasts

作者: A. Weisheimer , T. N. Palmer

DOI: 10.1098/RSIF.2013.1162

关键词: Reliability (statistics)Forecast errorMeteorologyRange (statistics)PrecipitationScale (map)Variable (computer science)Environmental scienceConsensus forecastProbabilistic logic

摘要: Seasonal climate forecasts are being used increasingly across a range of application sectors. A recent UK governmental report asked: how good seasonal on scale 1–5 (where 5 is very good), and can we expect them to be in 30 years time? made from ensembles integrations numerical models climate. We argue that ‘goodness’ should assessed first foremost terms the probabilistic reliability these ensemble-based forecasts; reliable inputs essential for any forecast-based decision-making. propose ‘5’ reserved systems not only overall, but where, particular, small ensemble spread indicator low forecast error. study regional temperature precipitation current operational system European Centre Medium-Range Weather Forecasts, universally regarded as one world-leading institutes producing forecasts. wide rankings, depending region variable (with summer rainfall over Northern Europe performing exceptionally poorly) found. Finally, discuss prospects reaching all regions variables time.

参考文章(33)
T. N. Stockdale, D. L. T. Anderson, J. O. S. Alves, M. A. Balmaseda, Global seasonal rainfall forecasts using a coupled ocean–atmosphere model Nature. ,vol. 392, pp. 370- 373 ,(1998) , 10.1038/32861
Antje Weisheimer, Francisco J. Doblas-Reyes, Thomas Jung, T. N. Palmer, On the predictability of the extreme summer 2003 over Europe Geophysical Research Letters. ,vol. 38, ,(2011) , 10.1029/2010GL046455
A. Dawson, T. N. Palmer, S. Corti, Simulating regime structures in weather and climate prediction models Geophysical Research Letters. ,vol. 39, ,(2012) , 10.1029/2012GL053284
Mark A. Cane, Stephen E. Zebiak, Sean C. Dolan, Experimental forecasts of El Niño Nature. ,vol. 321, pp. 827- 832 ,(1986) , 10.1038/321827A0
Emilia K. Jin, James L. Kinter, B. Wang, C.-K. Park, I.-S. Kang, B. P. Kirtman, J.-S. Kug, A. Kumar, J.-J. Luo, J. Schemm, J. Shukla, T. Yamagata, Current status of ENSO prediction skill in coupled ocean-atmosphere models Climate Dynamics. ,vol. 31, pp. 647- 664 ,(2008) , 10.1007/S00382-008-0397-3
Antje Weisheimer, Susanna Corti, Tim Palmer, Frederic Vitart, Addressing model error through atmospheric stochastic physical parametrizations: impact on the coupled ECMWF seasonal forecasting system Philosophical Transactions of the Royal Society A. ,vol. 372, pp. 20130290- 20130290 ,(2014) , 10.1098/RSTA.2013.0290
Robert F. Adler, George J. Huffman, Alfred Chang, Ralph Ferraro, Ping-Ping Xie, John Janowiak, Bruno Rudolf, Udo Schneider, Scott Curtis, David Bolvin, Arnold Gruber, Joel Susskind, Philip Arkin, Eric Nelkin, The Version 2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979-Present) Journal of Hydrometeorology. ,vol. 4, pp. 1147- 1167 ,(2003) , 10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2
Allan H. Murphy, A New Vector Partition of the Probability Score Journal of Applied Meteorology. ,vol. 12, pp. 595- 600 ,(1973) , 10.1175/1520-0450(1973)012<0595:ANVPOT>2.0.CO;2