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Stochastic Transport in Upper Ocean Dynamics : STUOD 2021 Workshop, London, UK, September 20-23



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Autore: Chapron Bertrand Visualizza persona
Titolo: Stochastic Transport in Upper Ocean Dynamics : STUOD 2021 Workshop, London, UK, September 20-23 Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing AG, , 2022
©2023
Edizione: 1st ed.
Descrizione fisica: 1 electronic resource (317 p.)
Soggetto topico: Applied mathematics
Probability & statistics
Calculus & mathematical analysis
Cybernetics & systems theory
Oceanografia
Soggetto genere / forma: Congressos
Llibres electrònics
Soggetto non controllato: mathematics of planet earth
STUOD
ocean modelling
ocean observations
stochastic partial differential equations
dynamical systems
data analysis
data assimilation
deep learning
particle filters
geometric mechanics
Navier-Stokes equation
stochastic transport
stochastic parameterization
stochastic variational principles
nonlinear water waves
free surface fluid dynamics
Stochastic Advection by Lie Transport
Stochastic Forcing by Lie Transport
Altri autori: CrisanDan  
HolmDarryl  
MéminEtienne  
RadomskaAnna  
Sommario/riassunto: This open access proceedings volume brings selected, peer-reviewed contributions presented at the Stochastic Transport in Upper Ocean Dynamics (STUOD) 2021 Workshop, held virtually and in person at the Imperial College London, UK, September 20–23, 2021. The STUOD project is supported by an ERC Synergy Grant, and led by Imperial College London, the National Institute for Research in Computer Science and Automatic Control (INRIA) and the French Research Institute for Exploitation of the Sea (IFREMER). The project aims to deliver new capabilities for assessing variability and uncertainty in upper ocean dynamics. It will provide decision makers a means of quantifying the effects of local patterns of sea level rise, heat uptake, carbon storage and change of oxygen content and pH in the ocean. Its multimodal monitoring will enhance the scientific understanding of marine debris transport, tracking of oil spills and accumulation of plastic in the sea. All topics of these proceedings are essential to the scientific foundations of oceanography which has a vital role in climate science. Studies convened in this volume focus on a range of fundamental areas, including: Observations at a high resolution of upper ocean properties such as temperature, salinity, topography, wind, waves and velocity; Large scale numerical simulations; Data-based stochastic equations for upper ocean dynamics that quantify simulation error; Stochastic data assimilation to reduce uncertainty. These fundamental subjects in modern science and technology are urgently required in order to meet the challenges of climate change faced today by human society. This proceedings volume represents a lasting legacy of crucial scientific expertise to help meet this ongoing challenge, for the benefit of academics and professionals in pure and applied mathematics, computational science, data analysis, data assimilation and oceanography.
Titolo autorizzato: Stochastic Transport in Upper Ocean Dynamics  Visualizza cluster
ISBN: 3-031-18988-4
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910635387403321
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Serie: Mathematics of Planet Earth