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![Spatiotemporal Stochastic Models for Earth Science and Engineering Applications [microform] PDF](https://books.google.com/books/content/images/frontcover/DZFCQwAACAAJ?fife=w150-h200)
Author: Xiaochun Luo
Publisher: National Library of Canada = Bibliothèque nationale du Canada
ISBN:
Category :
Languages : en
Pages : 354
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![Spatiotemporal Stochastic Models for Earth Science and Engineering Applications [microform] PDF](https://books.google.com/books/content/images/frontcover/DZFCQwAACAAJ?fife=w80-h100)
Author: Xiaochun Luo
Publisher: National Library of Canada = Bibliothèque nationale du Canada
ISBN:
Category :
Languages : en
Pages : 354
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Author:
Publisher:
ISBN:
Category :
Languages : en
Pages :
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Author: Professor Gregoire Mariethoz
Publisher: John Wiley & Sons
ISBN: 111866275X
Category : Science
Languages : en
Pages : 376
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Book Description
This book provides a comprehensive introduction to multiple-point geostatistics, where spatial continuity is described using training images. Multiple-point geostatistics aims at bridging the gap between physical modelling/realism and spatio-temporal stochastic modelling. The book provides an overview of this new field in three parts. Part I presents a conceptual comparison between traditional random function theory and stochastic modelling based on training images, where random function theory is not always used. Part II covers in detail various algorithms and methodologies starting from basic building blocks in statistical science and computer science. Concepts such as non-stationary and multi-variate modeling, consistency between data and model, the construction of training images and inverse modelling are treated. Part III covers three example application areas, namely, reservoir modelling, mineral resources modelling and climate model downscaling. This book will be an invaluable reference for students, researchers and practitioners of all areas of the Earth Sciences where forecasting based on spatio-temporal data is performed.
Author: Stanislav A. Molchanov
Publisher: Springer Science & Business Media
ISBN: 1461385008
Category : Science
Languages : en
Pages : 496
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Book Description
This IMA Volume in Mathematics and its Applications STOCHASTIC MODELS IN GEOSYSTEMS is based on the proceedings of a workshop with the same title and was an integral part of the 1993-94 IMA program on "Emerging Applications of Probability." We would like to thank Stanislav A. Molchanov and Wojbor A. Woyczynski for their hard work in organizing this meeting and in edit ing the proceedings. We also take this opportunity to thank the National Science Foundation, the Office of N aval Research, the Army Research Of fice, and the National Security Agency, whose financial support made this workshop possible. A vner Friedman Willard Miller, Jr. v PREFACE A workshop on Stochastic Models in Geosystems was held during the week of May 16, 1994 at the Institute for Mathematics and Its Applica tions at the University of Minnesota. It was part of the Special Year on Emerging Applications of Prob ability program put together by an organiz ing committee chaired by J. Michael Steele. The invited speakers represented a broad interdisciplinary spectrum including mathematics, statistics, physics, geophysics, astrophysics, atmo spheric physics, fluid mechanics, seismology, and oceanography. The com mon underlying theme was stochastic modeling of geophysical phenomena and papers appearing in this volume reflect a number of research directions that are currently pursued in these areas.
Author: George Christakos
Publisher:
ISBN: 9781621986003
Category : Earth sciences
Languages : en
Pages : 474
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Author: Ruslan K. Chornei
Publisher: Springer
ISBN: 9781489992444
Category : Mathematics
Languages : en
Pages : 0
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This book is devoted to the study and optimization of spatiotemporal stochastic processes - processes which develop simultaneously in space and time under random influences. These processes are seen to occur almost everywhere when studying the global behavior of complex systems. The book presents problems and content not considered in other books on controlled Markov processes, especially regarding controlled Markov fields on graphs.
Author: Ramón Gutiérrez
Publisher: World Scientific Publishing Company Incorporated
ISBN: 9789810218041
Category : Stochastic analysis.
Languages : en
Pages : 310
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Author: Ansgar Steland
Publisher: Springer
ISBN: 9783319138800
Category : Mathematics
Languages : en
Pages : 0
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Book Description
This volume presents the latest advances and trends in stochastic models and related statistical procedures. Selected peer-reviewed contributions focus on statistical inference, quality control, change-point analysis and detection, empirical processes, time series analysis, survival analysis and reliability, statistics for stochastic processes, big data in technology and the sciences, statistical genetics, experiment design, and stochastic models in engineering. Stochastic models and related statistical procedures play an important part in furthering our understanding of the challenging problems currently arising in areas of application such as the natural sciences, information technology, engineering, image analysis, genetics, energy and finance, to name but a few. This collection arises from the 12th Workshop on Stochastic Models, Statistics and Their Applications, Wroclaw, Poland.
Author: Peter Imkeller
Publisher: Birkhauser
ISBN: 9780817665203
Category : Climatology
Languages : en
Pages : 398
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Author:
Publisher:
ISBN:
Category : Dissertation abstracts
Languages : en
Pages : 848
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