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The Analysis of Directional Time Series: Applications to Wind Speed and Direction

The Analysis of Directional Time Series: Applications to Wind Speed and Direction

Paperback

Series: Lecture Notes in Statistics, Book 61

Environmental StudiesGeneral GardeningProbability & Statistics

ISBN10: 0387971823
ISBN13: 9780387971827
Publisher: Springer Nature
Published: Dec 8 1989
Pages: 238
Weight: 0.88
Height: 0.52 Width: 6.69 Depth: 9.61
Language: English
Given a series of wind speeds and directions from the port of Fremantle the aim of this monograph is to detect general weather patterns and seasonal characteristics. To separate the daily land and sea breeze cycle and other short-term disturbances from the general wind, the series is divided into a daily and a longer term, synoptic component. The latter is related to the atmospheric pressure field, while the former is studied in order i) to isolate particular short-term events such as calms, storms and oscillating winds, and ii) to determine the land and sea breeze cycle which dominates the weather pattern for most of the year. All these patterns are described in detail and are related to the synoptic component of the data. Two time series models for directional data and a new measure of angular association are introduced to provide the basis for certain parts of the analysis.

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Probability & Statistics