國立虎尾科技大學 |

Data-driven numerical modelling in geodynamics = methods and applications /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Data-driven numerical modelling in geodynamics/ by Alik Ismail-Zadeh, Alexander Korotkii, Igor Tsepelev.
Reminder of title:	methods and applications /
Author:	Ismail-Zadeh, Alik.
other author:	Korotkii, Alexander.
Published:	Cham :Springer International Publishing : : 2016.,
Description:	x, 105 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Geodynamics - Mathematical models. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-27801-8
ISBN:	9783319278018

Data-driven numerical modelling in geodynamics = methods and applications /
Ismail-Zadeh, Alik.

Data-driven numerical modelling in geodynamicsmethods and applications /[electronic resource] :by Alik Ismail-Zadeh, Alexander Korotkii, Igor Tsepelev. - Cham :Springer International Publishing :2016. - x, 105 p. :ill., digital ;24 cm. - SpringerBriefs in earth sciences,2191-5369. - SpringerBriefs in earth sciences..

Preface -- Introduction -- Backward advection method and application to salt tectonics -- Variational method and its application to mantle plume evolution -- Application of the VAR method to volcanic lava dynamics -- Quasi-reversibility method and its applications -- Application of the QRV method to reconstruction of plate subduction -- Comparison of data assimilation methods for mantle convection models.

This book describes the methods and numerical approaches for data assimilation in geodynamical models and presents several applications of the described methodology in relevant case studies. The book starts with a brief overview of the basic principles in data-driven geodynamic modelling, inverse problems, and data assimilation methods, which is then followed by methodological chapters on backward advection, variational (or adjoint), and quasi-reversibility methods. The chapters are accompanied by case studies presenting the applicability of the methods for solving geodynamic problems; namely, mantle plume evolution; lithosphere dynamics in and beneath two distinct geological domains - the south-eastern Carpathian Mountains and the Japanese Islands; salt diapirism in sedimentary basins; and volcanic lava flow. Applications of data-driven modelling are of interest to the industry and to experts dealing with geohazards and risk mitigation. Explanation of the sedimentary basin evolution complicated by deformations due to salt tectonics can help in oil and gas exploration; better understanding of the stress-strain evolution in the past and stress localization in the present can provide an insight into large earthquake preparation processes; volcanic lava flow assessments can advise on risk mitigation in the populated areas. The book is an essential tool for advanced courses on data assimilation and numerical modelling in geodynamics.

ISBN: 9783319278018

Standard No.: 10.1007/978-3-319-27801-8doiSubjects--Topical Terms:

1108842
Geodynamics
--Mathematical models.

LC Class. No.: QE501.3

Dewey Class. No.: 551.1

Data-driven numerical modelling in geodynamics = methods and applications /
LDR:02917nam a2200325 a 4500 001 864197
003 DE-He213
005 20161025135349.0
006 m d
007 cr nn 008maaau
008 170720s2016 gw s 0 eng d
020 $a 9783319278018 $q (electronic bk.)
020 $a 9783319278001 $q (paper)
024 7 $a 10.1007/978-3-319-27801-8 $2 doi
035 $a 978-3-319-27801-8
040 $a GP $c GP
041 0 $a eng
050 4 $a QE501.3
072 7 $a PHVG $2 bicssc
072 7 $a SCI032000 $2 bisacsh
082 0 4 $a 551.1 $2 23
090 $a QE501.3 $b .I83 2016
100 1 $a Ismail-Zadeh, Alik. $3 1108839
245 1 0 $a Data-driven numerical modelling in geodynamics $h [electronic resource] : $b methods and applications / $c by Alik Ismail-Zadeh, Alexander Korotkii, Igor Tsepelev.
260 $a Cham : $c 2016. $b Springer International Publishing : $b Imprint: Springer,
300 $a x, 105 p. : $b ill., digital ; $c 24 cm.
490 1 $a SpringerBriefs in earth sciences, $x 2191-5369
505 0 $a Preface -- Introduction -- Backward advection method and application to salt tectonics -- Variational method and its application to mantle plume evolution -- Application of the VAR method to volcanic lava dynamics -- Quasi-reversibility method and its applications -- Application of the QRV method to reconstruction of plate subduction -- Comparison of data assimilation methods for mantle convection models.
520 $a This book describes the methods and numerical approaches for data assimilation in geodynamical models and presents several applications of the described methodology in relevant case studies. The book starts with a brief overview of the basic principles in data-driven geodynamic modelling, inverse problems, and data assimilation methods, which is then followed by methodological chapters on backward advection, variational (or adjoint), and quasi-reversibility methods. The chapters are accompanied by case studies presenting the applicability of the methods for solving geodynamic problems; namely, mantle plume evolution; lithosphere dynamics in and beneath two distinct geological domains - the south-eastern Carpathian Mountains and the Japanese Islands; salt diapirism in sedimentary basins; and volcanic lava flow. Applications of data-driven modelling are of interest to the industry and to experts dealing with geohazards and risk mitigation. Explanation of the sedimentary basin evolution complicated by deformations due to salt tectonics can help in oil and gas exploration; better understanding of the stress-strain evolution in the past and stress localization in the present can provide an insight into large earthquake preparation processes; volcanic lava flow assessments can advise on risk mitigation in the populated areas. The book is an essential tool for advanced courses on data assimilation and numerical modelling in geodynamics.
650 0 $a Geodynamics $x Mathematical models. $3 1108842
650 1 4 $a Earth Sciences. $3 683879
650 2 4 $a Geophysics/Geodesy. $3 668510
650 2 4 $a Fossil Fuels (incl. Carbon Capture) $3 786496
650 2 4 $a Natural Hazards. $3 784090
650 2 4 $a Numerical Analysis. $3 671433
700 1 $a Korotkii, Alexander. $3 1108840
700 1 $a Tsepelev, Igor. $3 1108841
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
830 0 $a SpringerBriefs in earth sciences. $3 888177
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-27801-8
950 $a Earth and Environmental Science (Springer-11646)