EARTH SYSTEM MODELING DATA ASSIMILATIO

KALNAY EUGENIA

ISBN 10: 1107401461 / ISBN 13: 9781107401464

Editore: Cambridge University Press, 2024

Codice articolo NWUS9781107401464

Riassunto:

Since publication of the first edition of this highly regarded textbook, the value of data assimilation (DA) has become widely recognized across the Earth sciences and beyond. DA methods are now being applied to many areas of prediction and forecasting, including extreme weather events, wildfires, infectious disease epidemics, and economic modelling. This second edition provides a broad introduction to applications across the Earth systems and coupled Earth-Human Systems, with an expanded range of topics covering the latest developments of variational, ensemble, and hybrid data assimilation methods. New toy models and intermediate-complexity atmospheric general circulation models provide hands-on engagement with key concepts in numerical weather prediction, data assimilation, and predictability. The inclusion of computational projects, exercises, lecture notes, teaching slides, and sample exams makes this textbook an indispensable and practical resource for advanced undergraduate and graduate students, researchers, and practitioners who work in weather forecasting and climate prediction.

Dati bibliografici

Titolo: EARTH SYSTEM MODELING DATA ASSIMILATIO
Casa editrice: Cambridge University Press
Data di pubblicazione: 2024
Legatura: Brossura
Condizione: NEW
Edizione: seconda edizione