Numerical methods for atmospheric and oceanic sciences
Chandrasekar, A.
Numerical methods for atmospheric and oceanic sciences - New York, NY : Cambridge University Press, 2022. - xxx, 519 pages : illustrations ; 25 cm.
Includes bibliographical references and index.
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. Simplification of difficult concepts like the Eulerian method of solution used in solving nonlinear partial differential equations.
9781009100564
Atmospheric physics--Mathematical models
Oceanography--Mathematical models
SCIENCE / Earth Sciences / Meteorology & Climatology
551.51 / CHA-N
Numerical methods for atmospheric and oceanic sciences - New York, NY : Cambridge University Press, 2022. - xxx, 519 pages : illustrations ; 25 cm.
Includes bibliographical references and index.
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. Simplification of difficult concepts like the Eulerian method of solution used in solving nonlinear partial differential equations.
9781009100564
Atmospheric physics--Mathematical models
Oceanography--Mathematical models
SCIENCE / Earth Sciences / Meteorology & Climatology
551.51 / CHA-N
