A Regression Model for the Western North Pacific Tropical Cyclone Intensity Forecast.

Abstract

Tropical cyclone forecasting is an important but difficult task. The term 'intensity' refers to the maximum surface or low-level wind speed associated with a tropical cyclone. A regression model for forecasting this wind intensity in the western North Pacific was derived by using the 19-year (1971-89) post-determined best-track data, which include the date, time and location of the tropical cyclone's circulation (cyclonic) center, and the estimated maximum sustained surface wind speed (one-minute average at 10-meter elevation). This model provides intensity forecasts out to 72 hours for 12-hour intervals, and is designed for the intensity of all classes of tropical cyclones in the western North Pacific. To establish characteristics of this regression model, intensity forecasts from the model are compared with official forecasts from the Joint Typhoon Warning Center at Guam and with forecasts from a persistence method, for the year 1990, in terms of relative statistics.

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Document Details

Document Type
Technical Report
Publication Date
Nov 01, 1994
Accession Number
ADA290588

Entities

People

  • Jan-hwa Chu

Organizations

  • United States Naval Research Laboratory

Tags

Communities of Interest

  • C4I
  • Space

DTIC Thesaurus Topics

  • Abstracts
  • Climate Change
  • Covariance
  • Cyclones
  • Data Science
  • Delphi Method
  • Hurricanes
  • Information Science
  • Intervals
  • Meteorological Phenomena
  • Meteorology
  • Sea Surface Temperature
  • Standards
  • Statistics
  • Storm Surges
  • Surface Temperature
  • Tropical Cyclones

Fields of Study

  • Environmental science

Readers

  • Atmospheric Science/Meteorology