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Geodetic Time Series Analysis in Earth Sciences

2019-08-16 Science
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Release : 2019-08-16
Genre : Science
Kind : eBook
Book Rating : 183/5 ( reviews)

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Book Synopsis Geodetic Time Series Analysis in Earth Sciences by : Jean-Philippe Montillet

Download or read book Geodetic Time Series Analysis in Earth Sciences written by Jean-Philippe Montillet. This book was released on 2019-08-16. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Time Series Modelling in Earth Sciences

2021-06-30 Technology & Engineering
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Release : 2021-06-30
Genre : Technology & Engineering
Kind : eBook
Book Rating : 825/5 ( reviews)

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Book Synopsis Time Series Modelling in Earth Sciences by : B.K. Sahu

Download or read book Time Series Modelling in Earth Sciences written by B.K. Sahu. This book was released on 2021-06-30. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Time Series Modelling in Earth Sciences

2021-07-01 Technology & Engineering
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Release : 2021-07-01
Genre : Technology & Engineering
Kind : eBook
Book Rating : 828/5 ( reviews)

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Book Synopsis Time Series Modelling in Earth Sciences by : B.K. Sahu

Download or read book Time Series Modelling in Earth Sciences written by B.K. Sahu. This book was released on 2021-07-01. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Time Series Modelling of Water Resources and Environmental Systems

1994-04-07 Technology & Engineering
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Release : 1994-04-07
Genre : Technology & Engineering
Kind : eBook
Book Rating : 368/5 ( reviews)

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Book Synopsis Time Series Modelling of Water Resources and Environmental Systems by : K.W. Hipel

Download or read book Time Series Modelling of Water Resources and Environmental Systems written by K.W. Hipel. This book was released on 1994-04-07. Available in PDF, EPUB and Kindle. Book excerpt: This is a comprehensive presentation of the theory and practice of time series modelling of environmental systems. A variety of time series models are explained and illustrated, including ARMA (autoregressive-moving average), nonstationary, long memory, three families of seasonal, multiple input-single output, intervention and multivariate ARMA models. Other topics in environmetrics covered in this book include time series analysis in decision making, estimating missing observations, simulation, the Hurst phenomenon, forecasting experiments and causality. Professionals working in fields overlapping with environmetrics - such as water resources engineers, environmental scientists, hydrologists, geophysicists, geographers, earth scientists and planners - will find this book a valuable resource. Equally, environmetrics, systems scientists, economists, mechanical engineers, chemical engineers, and management scientists will find the time series methods presented in this book useful.

Studies on Time Series Applications in Environmental Sciences

2016-03-12 Technology & Engineering
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Release : 2016-03-12
Genre : Technology & Engineering
Kind : eBook
Book Rating : 364/5 ( reviews)

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Book Synopsis Studies on Time Series Applications in Environmental Sciences by : Alina Bărbulescu

Download or read book Studies on Time Series Applications in Environmental Sciences written by Alina Bărbulescu. This book was released on 2016-03-12. Available in PDF, EPUB and Kindle. Book excerpt: Time series analysis and modelling represent a large study field, implying the approach from the perspective of the time and frequency, with applications in different domains. Modelling hydro-meteorological time series is difficult due to the characteristics of these series, as long range dependence, spatial dependence, the correlation with other series. Continuous spatial data plays an important role in planning, risk assessment and decision making in environmental management. In this context, in this book we present various statistical tests and modelling techniques used for time series analysis, as well as applications to hydro-meteorological series from Dobrogea, a region situated in the south-eastern part of Romania, less studied till now. Part of the results are accompanied by their R code.

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