ENGLISH

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

By Jens Breckling (auth.) , Jens Breckling (eds.)

Book information

Publisher
Springer-Verlag New York
Year
1989
ISBN
978-0-387-97182-7, 978-1-4612-3688-7
DOI
10.1007/978-1-4612-3688-7
Language
english
Format
PDF
Filesize
6 MB (6467815 bytes)
Series
Lecture Notes in Statistics 61
Edition
1
Pages
238\235
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
generalStatistics

Description

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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