Advanced Time Series Analysis In Geosciences PDF Download
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Author | : Flavio Cannavo’ |
Publisher | : Frontiers Media SA |
Total Pages | : 172 |
Release | : 2021-05-12 |
Genre | : Science |
ISBN | : 2889667650 |
Download Advanced Time Series Analysis in Geosciences Book in PDF, ePub and Kindle
Author | : Jean-Philippe Montillet |
Publisher | : Springer |
Total Pages | : 422 |
Release | : 2019-08-16 |
Genre | : Science |
ISBN | : 3030217183 |
Download Geodetic Time Series Analysis in Earth Sciences Book in PDF, ePub and Kindle
This book provides an essential appraisal of the recent advances in technologies, mathematical models and computational software used by those working with geodetic data. It explains the latest methods in processing and analyzing geodetic time series data from various space missions (i.e. GNSS, GRACE) and other technologies (i.e. tide gauges), using the most recent mathematical models. The book provides practical examples of how to apply these models to estimate seal level rise as well as rapid and evolving land motion changes due to gravity (ice sheet loss) and earthquakes respectively. It also provides a necessary overview of geodetic software and where to obtain them.
Author | : Hans Gilgen |
Publisher | : Springer Science & Business Media |
Total Pages | : 734 |
Release | : 2006-01-16 |
Genre | : Science |
ISBN | : 3540309683 |
Download Univariate Time Series in Geosciences Book in PDF, ePub and Kindle
This is a detailed introduction to the statistical analysis of geophysical time series, using numerous examples and exercises to build proficiency. The exercises lead the reader to explore the meaning of concepts such as the estimation of the linear time series (AMRA) models or spectra. The book also serves as a guide to using the open-source "R" program for statistical analysis of time series.
Author | : Robin Crockett |
Publisher | : Cambridge University Press |
Total Pages | : 191 |
Release | : 2019-02-14 |
Genre | : Mathematics |
ISBN | : 1107142881 |
Download A Primer on Fourier Analysis for the Geosciences Book in PDF, ePub and Kindle
An intuitive introduction to basic Fourier theory, with numerous practical applications from the geosciences and worked examples in R.
Author | : David Brillinger |
Publisher | : Springer Science & Business Media |
Total Pages | : 262 |
Release | : 2012-12-06 |
Genre | : Mathematics |
ISBN | : 1468493868 |
Download Time Series Analysis and Applications to Geophysical Systems Book in PDF, ePub and Kindle
This IMA Volume in Mathematics and its Applications TIME SERIES ANALYSIS AND APPLICATIONS TO GEOPHYSICAL SYSTEMS contains papers presented at a very successful workshop on the same title. The event which was held on November 12-15, 2001 was an integral part of the IMA 2001-2002 annual program on " Mathematics in the Geosciences. " We would like to thank David R. Brillinger (Department of Statistics, Uni versity of California, Berkeley), Enders Anthony Robinson (Department of Earth and Environmental Engineering, Columbia University), and Fred eric Paik Schoenberg (Department of Statistics, University of California, Los Angeles) for their superb role as workshop organizers and editors of the proceedings. We are also grateful to Robert H. Shumway (Department of Statistics, University of California, Davis) for his help in organizing the four-day event. We take this opportunity to thank the National Science Foundation for its support of the IMA. Series Editors Douglas N. Arnold, Director of the IMA Fadil Santosa, Deputy Director of the IMA v PREFACE This volume contains a collection of papers that were presented dur ing the Workshop on Time Series Analysis and Applications to Geophysical Systems at the Institute for Mathematics and its Applications (IMA) at the University of Minnesota from November 12-15, 2001. This was part of the IMA Thematic Year on Mathematics in the Geosciences, and was the last in a series of four Workshops during the Fall Quarter dedicated to Dynamical Systems and Ergodic Theory.
Author | : Graham P. Weedon |
Publisher | : Cambridge University Press |
Total Pages | : 275 |
Release | : 2005-09-15 |
Genre | : Science |
ISBN | : 1139435175 |
Download Time-Series Analysis and Cyclostratigraphy Book in PDF, ePub and Kindle
Increasingly environmental scientists, palaeoceanographers and geologists are collecting quantitative records of environmental changes (time-series) from sediments, ice cores, cave calcite, corals and trees. This book explains how to analyse these records, using straightforward explanations and diagrams rather than formal mathematical derivations. All the main cyclostratigraphic methods are covered including spectral analysis, cross-spectral analysis, filtering, complex demodulation, wavelet and singular spectrum analysis. Practical problems of time-series analysis, including those of distortions of environmental signals during stratigraphic encoding, are considered in detail. Recent research into various types of tidal and climatic cycles is summarised. The book ends with an extensive reference section, and an appendix listing sources of computer algorithms. This book provides the ideal reference for all those using time-series analysis to study the nature and history of climatic and tidal cycles. It is suitable for senior undergraduate and graduate courses in environmental science, palaeoceanography and geology.
Author | : B.K. Sahu |
Publisher | : CRC Press |
Total Pages | : 294 |
Release | : 2021-06-30 |
Genre | : Technology & Engineering |
ISBN | : 1000443825 |
Download Time Series Modelling in Earth Sciences Book in PDF, ePub and Kindle
Including the latest theories and applications of time series modelling, this book is intended for students, faculties and professionals with a background in multivariate statistics. Highlighting linear methods to yield ARIMA, SARIMA models and their multivariate (vector) extensions, the text also draws attention to non-linear methods, as well as state-space, dynamic linear, wavelet, volatility and long memory models. Also included are several solved case studies and exercises from the fields of mining, ore genesis, earthquakes, and climatology.
Author | : Ignacio Rojas |
Publisher | : Springer |
Total Pages | : 412 |
Release | : 2017-07-31 |
Genre | : Business & Economics |
ISBN | : 3319557890 |
Download Advances in Time Series Analysis and Forecasting Book in PDF, ePub and Kindle
This volume of selected and peer-reviewed contributions on the latest developments in time series analysis and forecasting updates the reader on topics such as analysis of irregularly sampled time series, multi-scale analysis of univariate and multivariate time series, linear and non-linear time series models, advanced time series forecasting methods, applications in time series analysis and forecasting, advanced methods and online learning in time series and high-dimensional and complex/big data time series. The contributions were originally presented at the International Work-Conference on Time Series, ITISE 2016, held in Granada, Spain, June 27-29, 2016. The series of ITISE conferences provides a forum for scientists, engineers, educators and students to discuss the latest ideas and implementations in the foundations, theory, models and applications in the field of time series analysis and forecasting. It focuses on interdisciplinary and multidisciplinary research encompassing the disciplines of computer science, mathematics, statistics and econometrics.
Author | : Manfred Mudelsee |
Publisher | : Springer Science & Business Media |
Total Pages | : 497 |
Release | : 2010-08-26 |
Genre | : Science |
ISBN | : 9048194822 |
Download Climate Time Series Analysis Book in PDF, ePub and Kindle
Climate is a paradigm of a complex system. Analysing climate data is an exciting challenge, which is increased by non-normal distributional shape, serial dependence, uneven spacing and timescale uncertainties. This book presents bootstrap resampling as a computing-intensive method able to meet the challenge. It shows the bootstrap to perform reliably in the most important statistical estimation techniques: regression, spectral analysis, extreme values and correlation. This book is written for climatologists and applied statisticians. It explains step by step the bootstrap algorithms (including novel adaptions) and methods for confidence interval construction. It tests the accuracy of the algorithms by means of Monte Carlo experiments. It analyses a large array of climate time series, giving a detailed account on the data and the associated climatological questions. This makes the book self-contained for graduate students and researchers.
Author | : Tamaz Chelidze |
Publisher | : Elsevier |
Total Pages | : 546 |
Release | : 2018-05-21 |
Genre | : Science |
ISBN | : 012813139X |
Download Complexity of Seismic Time Series Book in PDF, ePub and Kindle
Complexity of Seismic Time Series: Measurement and Application applies the tools of nonlinear dynamics to seismic analysis, allowing for the revelation of new details in micro-seismicity, new perspectives in seismic noise, and new tools for prediction of seismic events. The book summarizes both advances and applications in the field, thus meeting the needs of both fundamental and practical seismology. Merging the needs of the classical field and the very modern terms of complexity science, this book covers theory and its application to advanced nonlinear time series tools to investigate Earth’s vibrations, making it a valuable tool for seismologists, hazard managers and engineers. Covers the topic of Earth’s vibrations involving many different aspects of theoretical and observational seismology Identifies applications of advanced nonlinear time series tools for the characterization of these Earth’s signals Merges the needs of geophysics with the applications of complexity theory Describes different methodologies to analyze problems, not only in the context of geosciences, but also those associated with different complex systems across disciplines