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    Original Research Papers

    Recent developments in statistical prediction of seasonal Atlantic basin tropical cyclone activity

    Author:

    Philip J. Klotzbach

    Department of Atmospheric Science, Colorado State University, Fort Collins CO 80523, US
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    Abstract

    Statistical forecasts of Atlantic basin seasonal hurricane activity have been issued since 1984 by theTropical Meteorology Project at Colorado State University (CSU) headed by William Gray. Since these initial forecasts were developed, considerable improvements in data and statistical techniques have led to improved amounts of skill in both hindcasting and forecasting of seasonal Atlantic basin hurricane activity by CSU as well as other forecast groups including the National Oceanic and Atmospheric Administration and Tropical Storm Risk. Statistical seasonal forecasts derive their skill from atmospheric and oceanic parameters that span the globe.

    Recent developments in statistical prediction include the development of shorter-period forecasts for the individual months of August, September and October and the issuing of landfall predictions or probabilities. Individual forecast groups generally utilize large-scale atmospheric wind and circulation patterns to issue their landfall forecasts. In addition, landfall probabilities down to the county level for all coastal counties from Brownsville, Texas to Eastport, Maine have recently been made available online. Several forecasting groups are nowissuing seasonal forecasts for the Atlantic basin, and it is to be expected that the skill of these forecasts will continue to improve with additional access to improved data and modelling capabilities.

    How to Cite: Klotzbach, P.J., 2007. Recent developments in statistical prediction of seasonal Atlantic basin tropical cyclone activity. Tellus A: Dynamic Meteorology and Oceanography, 59(4), pp.511–518. DOI: http://doi.org/10.1111/j.1600-0870.2007.00239.x
      Published on 01 Jan 2007
    Peer Reviewed
     CC BY 4.0
     Accepted on 17 Feb 2007            Submitted on 17 Jul 2006

    References

    1. Bell , G. D. and Chelliah , M. 2006 . Leading tropical modes associated with interannual and multidecadal fluctuations in North Atlantic hurricane activity . J. Climate 19 , 590 – 612 .  

    2. Bell , G. D. et al. 2000 . Climate assessment for 1999 . Bull. Amer Meteor Soc . 81 , S1—S50 .  

    3. Blake , E. S. 2002 . Prediction of August Atlantic basin hurricane activity. Department of Atmospheric Sciences Paper, Colorado State University, Fort Collins, CO, 80 pp .  

    4. Blake , E. S. and Gray , W. M. 2004 . Prediction of August Atlantic basin hurricane activity . Wea. Forecast . 19 , 1044 – 1060 .  

    5. Chelliah , M. and Saha , S. 2004 . Dynamical forecasts of atmospheric conditions associated with North Atlantic hurricane activity by the Coupled Forecast System at NCEP. 29th Annual Climate Diagnostics and Prediction Workshop, Madison, WI, NOAA/Climate Prediction Center. Presentation available online at: http://www.cpc.ncep.noaa.gov/products/outreach/proceedings/cdw29_proceedings/chelliah.ppt  

    6. Dunn , G. E. 1940 . Cyclogenesis in the tropical Atlantic . Bull. Amer Meteor Soc . 21 , 215 – 229 .  

    7. Elsner , J. B. and Schmertmann , C. P. 1993 . Improving extended-range seasonal predictions of intense Atlantic hurricane activity . Wea. Forecast . 8 , 345 – 351 .  

    8. Frank , W. M. and Ritchie , E. A. 2001 . Effects of vertical wind shear on the intensity and structure of numerically simulated hurricanes. Mon. Wea. Re v . 129 , 2249 – 2269 .  

    9. Goldenberg , S. B. , Landsea , C. W. , Mestas-Nuiiez , A. M. and Gray , W. M. 2001 . The recent increase in Atlantic hurricane activity: Causes and implications . Science 293 , 474 – 479 .  

    10. Goldenberg , S. B. and Shapiro , L. J. 1996 . Physical mechanisms for the association of El Nino and West African rainfall with Atlantic major hurricane activity . J. Climate 9 , 1169 – 1187 .  

    11. Gray , W. M. 1968 . Global view of the origin of tropical disturbances and storms. Mon. Wea. Re v . 96 , 669 – 700 .  

    12. Gray , W. M. 1984a . Atlantic seasonal hurricane frequency. Part I: El Nino and 30 mb quasibiennial oscillation influences. Mon. Wea. Re v . 112 , 1649 – 1668 .  

    13. Gray , W. M 1984b . Atlantic seasonal hurricane frequency. Part II: Forecasting its variability. Mon. Wea. Re v . 112 , 1669 – 1683 .  

    14. Gray , W. M. , Landsea , C. W. , Mielke Jr., P. W. and Berry , K. J. 1992 . Predicting Atlantic seasonal hurricane activity 6-11 months in advance. Wea. Forecast . 7 , 440 - 455 .  

    15. Gray , W. M. , Landsea , C. W. , Mielke Jr., P. W. and Berry , K. J. 1998 . Forecast of Atlantic seasonal hurricane activity for 1998. Department of Atmospheric Science Report, Colorado State University, Fort Collins, CO, 18 pp .  

    16. Gray , W. M. , Sheaffer , J. D. and Landsea , C. W. 1996 . Climate trends associated with multi-decadal variability of intense Atlantic hurricane activity. Chapter 2 in “Hurricanes, Climatic Change and Socioeconomic Impacts: A Current Perspective”, (eds H. F. , Diaz and R. S. , Pulwarty ). Westview Press , 49 pp .  

    17. Hastenrath , S. 1990 . Tropical climate prediction: A progress report, 1985-1990 . Bull. Amer. Meteor Soc . 71 , 819 – 825 .  

    18. Hess , J. C. and Elsner , J. B. 1994 . Historical developments leading to current forecast models of annual Atlantic hurricane activity . Bull. Amer Meteor. Soc . 75 , 1611 – 1621 .  

    19. Hess , J. C. , Elsner , J. B. and LaSeur , N. E. 1995 . Improving seasonal hurricane predictions for the Atlantic basin . Wea. Forecast . 10 , 425 – 432 .  

    20. Huang , J. , van den Dool , H. M. and Barnston , A. G. 1996 . Long-lead seasonal temperature prediction using optimal climate normals . J. Climate 9 , 809 – 817 .  

    21. Kalnay , E. and co-authors 1996 . The NCEP/NCAR 40-year reanalysis project. Bull. Amer Meteor Soc . 77 , 437 - 471 .  

    22. Kistler , R. and co-authors 2001 . The NCEP-NCAR 50-year reanalysis: Monthly means CD-ROM and documentation. Bull. Amer Meteor Soc . 82 , 247 - 267 .  

    23. Klotzbach , P. J. 2002 . Forecasting September Atlantic basin tropical cyclone activity at zero and one month lead times. Department of Atmospheric Sciences Paper, Colorado State University, Fort Collins, CO, 91 pp .  

    24. Klotzbach , P. J. and Gray , W. M. 2003 . Forecasting September Atlantic basin tropical cyclone activity . Wea. Forecast . 18 , 1109 – 1128 .  

    25. Klotzbach , P. J. and Gray , W. M. 2004 . Updated 6-11 month prediction of Atlantic basin seasonal hurricane activity . Wea. Forecast . 19 , 917 – 934 .  

    26. Knaff , J. A. 1998 . Predicting summertime Caribbean pressure in early April . Wea. Forecast . 13 , 740 – 752 .  

    27. Knaff , J. A. and Landsea , C. W. 1997 . An El Nino-Southern Oscillation climatology and persistence (CLIPER) forecasting scheme . Wea. Forecast . 12 , 633 – 652 .  

    28. Knaff , J. A. , Seseske , S. A. , DeMaria , M. and Demuth , J. L. 2004 . On the influences of vertical wind shear on symmetric tropical cyclone structure derived from AMSU. Mon. Wea. Re v . 132 , 2503 – 2510 .  

    29. Landsea , C. W. , Anderson , C. , Charles , N. , Clark , G. , Dunion , J. , and co-authors. 2004. The Atlantic hurricane database re-analysis project: Documentation for the 1851-1910 alterations and additions to the HURDAT database. In: Hurricanes and Typhoons: Past, Present and Future, (eds R. J. , Murnane and K.-B. , Liu ). Columbia University Press , 177 - 221 .  

    30. Latif , M. and co-authors 2004. Reconstructing, monitoring and predicting multidecadal-scale changes in the North Atlantic thermohaline circulation with sea surface temperature . J. Climate 17 , 1605– 1614 .  

    31. Lea , A. S. and Saunders , M. A. 2006 . How well forecast were the 2004 and 2005 Atlantic and US hurricane seasons? . Weather 61 , 245 – 249 .  

    32. Neumann , C. J. , Jarvinen , B. J. , McAdie , C. J. and Hammer , G. R. 1999 . Tropical cyclones of the North Atlantic Ocean , 1871-1998. National Climatic Data Center and National Hurricane Center , 206 pp .  

    33. Owens , B. E and Landsea , C. W. 2003 . Assessing the skill of operational Atlantic seasonal tropical cyclone forecasts . Wea. Forecast . 18 , 45 – 54 .  

    34. Pielke Jr., R. A. and Landsea , C. W. 1999 . La Nina, El Nino, and Atlantic hurricane damages in the United States. Bull. Amer Meteor Soc . 80 , 2027 - 2033 .  

    35. Saha , S. , Nadiga , S. , Thiaw , C. , Wang , J. , Wang , W. and co-authors 2006 . The NCEP Climate Forecast System. J. Climate 19 , 3483-351 7 .  

    36. Saunders , M. A. and Lea , A. S. 2005 . Seasonal prediction of hurricane activity reaching the coast of the United States . Nature 434 , 1005 – 1008 .  

    37. Shapiro , L. J. and Goldenberg , S. B. 1998 . Atlantic sea surface temperatures and tropical cyclone formation . J. Climate 11 , 578 – 590 .  

    38. Simpson , R. H. 1974 . The hurricane disaster potential scale . Weatherwise 27 , 169 – 186 .  

    39. Vitart , F. and Stockdale , T. N. 2001 . Seasonal forecasting of tropical storms using coupled GCM integrations. Mon. Wea. Re v . 129 , 2521 – 2537 .  

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