>Statistical techniques, in particular time series techniques, are widely used in astronomy and meteorology. Despite this, until recently there had been no attempt to bring researchers from the fields of statistics, astronomy, and meteorology together to discuss and formalize important problems.
Applications of Time Series Analysis in Astronomy and Meteorology brings together a series of papers by experts in the above-mentioned fields. The material presented covers the theory and methodology of time series and their applications to astronomy, meteorology, and climatology. The book considers topics such as detection of periodicities, spectral analysis of unequally spaced data, detection of change points and higher order spectral methods of non-linear and non-Gaussian signals. The material also address the estimation of fractal dimension and applications of wavelet methods to astronomy.
Sprache
Verlagsort
Verlagsgruppe
Zielgruppe
Für höhere Schule und Studium
Für Beruf und Forschung
Statisticians; Astronomers; Meteorologists; Climatologists
Gewicht
ISBN-13
978-0-412-63800-8 (9780412638008)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Klassifikation
Autor*in
University of Manchester, England
University of Manchester, UK
Time Series-Theory and Methodology
A Short History of Time Series
Applications to Meteorology and Astronomy
Frequency Estimation
Asymptotic Expansion of Estimators for Diffusion with Small Noises
Spatial-Temporal Spectral Analysis with Random Sampling
Detection of Periodicities
Spectral and Multivariate Density Estimation of Continuous Time Stationary Processes from Randomly Sampled Data
Minimum Distance Approach in Parametric Estimation for Diffusion Processes
From Data to Models
Filtering of Spatial-Time Series
Time Domain and Frequency Domain Analysis of Nonlinear Astronomical Time Series
Applications to Astronomy
Time Series Problems in Astronomy: An Introduction
Time Delay Estimates for Q0957 + 561A, B
Continuum Power Spectrum Components in X-Ray Sources: Detailed Modelling and Search for Coherent Periodicities
Wavelet Methods in Astronomical Time Series Analysis
Non-parametric Methods for Shift and Periodicity Detection in Irregularly Measured Data
A Multi-Channel, Cross-Spectral Technique for Calculating Best-Fit Time Delay Spectra
Period Analysis of Variable Stars
Change Analysis of Astronomical Data
Doppler Tomography of Starspot Distributions on Stellar Surfaces
Nowcasting Astronomical Seeing and Forecasting Telescope Environment for the ESO VLT
Linear and Nonlinear Modelling of the Geomagnetic AA Indices
A Sample of Astronomical Time Series
Applications to Meteorology and Climatology
Problems and Examples in the Estimation of Fractal Dimension from Meterological and Earthquake Data
Characterizing Trends in Climatological Time Series: An Application to Brera Observatory (Milan) Rainfall Series
Applications of Singular Spectrum Analysis to Climatological Time Series
Deterministic Signals in Climate, Experiments, and Theory
Change Points in Hydrometeorological Time Series
Detection of Pollution Signal in Tree Ring Series Using AR Processes and Neural Networks
Statistical Verification Studies and Future Scenarios of Modelled Climate Change Due to the Greenhouse Effect
Controlling the Homogenity of a Long Meteorological Series: The Series of Podova (1725-present)
