Computational Techniques for Modeling Atmospheric Processes

Computational Techniques for Modeling Atmospheric Processes

Author: Prusov, Vitaliy

Publisher: IGI Global

Published: 2017-06-16

Total Pages: 473

ISBN-13: 1522526374

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Meteorology has made significant strides in recent years due to the development of new technologies. With the aid of the latest instruments, the analysis of atmospheric data can be optimized. Computational Techniques for Modeling Atmospheric Processes is an academic reference source that encompasses novel methods for the collection and study of meteorological data. Including a range of perspectives on pertinent topics such as air pollution, parameterization, and thermodynamics, this book is an ideal publication for researchers, academics, practitioners, and students interested in instrumental methods in the study of atmospheric processes.


Modeling of Atmospheric Chemistry

Modeling of Atmospheric Chemistry

Author: Guy P. Brasseur

Publisher: Cambridge University Press

Published: 2017-06-19

Total Pages: 631

ISBN-13: 1108210953

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Mathematical modeling of atmospheric composition is a formidable scientific and computational challenge. This comprehensive presentation of the modeling methods used in atmospheric chemistry focuses on both theory and practice, from the fundamental principles behind models, through to their applications in interpreting observations. An encyclopaedic coverage of methods used in atmospheric modeling, including their advantages and disadvantages, makes this a one-stop resource with a large scope. Particular emphasis is given to the mathematical formulation of chemical, radiative, and aerosol processes; advection and turbulent transport; emission and deposition processes; as well as major chapters on model evaluation and inverse modeling. The modeling of atmospheric chemistry is an intrinsically interdisciplinary endeavour, bringing together meteorology, radiative transfer, physical chemistry and biogeochemistry, making the book of value to a broad readership. Introductory chapters and a review of the relevant mathematics make this book instantly accessible to graduate students and researchers in the atmospheric sciences.


Numerical Methods for Atmospheric and Oceanic Sciences

Numerical Methods for Atmospheric and Oceanic Sciences

Author: A Chandrasekar

Publisher: Cambridge University Press

Published: 2022-06-30

Total Pages:

ISBN-13: 1009258176

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Numerical Methods for Atmospheric and Oceanic Sciences caters to the needs of students of atmospheric and oceanic sciences in senior undergraduate and graduate courses as well as students of applied mathematics, mechanical and aerospace engineering. The book covers fundamental theoretical aspects of the various numerical methods that will help both students and teachers in gaining a better understanding of the effectiveness and rigour of these methods. Extensive applications of the finite difference methods used in the processes involving advection, barotropic, shallow water, baroclinic, oscillation and decay are covered in detail. Special emphasis is given to advanced numerical methods such as Semi-Lagrangian, Spectral, Finite Element and Finite Volume methods. Each chapter includes various exercises including Python codes that will enable students to develop the codes and compare the numerical solutions obtained through different numerical methods.


Physical Modeling and Computational Techniques for Thermal and Fluid-dynamics

Physical Modeling and Computational Techniques for Thermal and Fluid-dynamics

Author: Maurizio Bottoni

Publisher: Springer Nature

Published: 2021-11-12

Total Pages: 541

ISBN-13: 3030797171

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This book on computational techniques for thermal and fluid-dynamic problems arose from seminars given by the author at the Institute of Nuclear Energy Technology of Tsinghua University in Beijing, China. The book is composed of eight chapters-- some of which are characterized by a scholastic approach, others are devoted to numerical solution of ordinary differential equations of first order, and of partial differential equations of first and second order, respectively. In Chapter IV, basic concepts of consistency, stability and convergence of discretization algorithms are covered in some detail. Other parts of the book follow a less conventional approach, mainly informed by the author’s experience in teaching and development of computer programs. Among these is Chapter III, where the residual method of Orthogonal Collocations is presented in several variants, ranging from the classical Galerkin method to Point and Domain Collocations, applied to numerical solution of partial differential equations of first order. In most cases solutions of fluid dynamic problems are led through the discretization process, to the numerical solutions of large linear systems. Intended to impart a basic understanding of numerical techniques that would enable readers to deal with problems of Computational Fluid Dynamics at research level, the book is ideal as a reference for graduate students, researchers, and practitioners.


Fundamentals of Atmospheric Modeling

Fundamentals of Atmospheric Modeling

Author: Mark Z. Jacobson

Publisher: Cambridge University Press

Published: 1999

Total Pages: 676

ISBN-13: 9780521637176

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Comprehensive graduate text describing the atmospheric processes, numerical methods, and computational techniques needed for those studying air pollution and meteorology.


A First Course in Atmospheric Numerical Modeling

A First Course in Atmospheric Numerical Modeling

Author: Alex Joseph DeCaria

Publisher:

Published: 2014-05-01

Total Pages: 320

ISBN-13: 9780972903349

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This book is written for advanced undergraduates and graduates in atmospheric science. It introduces students to the essentials of finite-difference methods, numerical stability, spectral methods, data assimilation and initialization, boundary conditions, and parameterization of subgrid-scale phenomenon. It also covers more advanced topics such as finite-volume methods, semi-Lagrangian and semi-implicit schemes, and chemical transport modeling. Practical programming and written exercises are included.