Partial differential equations for oceanic artificial intelligence

Partial differential equations for oceanic artificial intelligence

The Sea Surface Temperature (SST) plays a significant role in analyzing and assessing the dynamics of weather and also biological systems. It has various applications such as weather forecasting or planning of coastal activities. On the one hand, standard physical methods for forecasting SST use cou...

Full description

Bibliographic Details
Main Authors:	Guillot Jules, Koenig Guillaume, Minbashian Kadi, Frénod Emmanuel, Flourent Héléne, Brajard Julien
Format:	Article
Language:	English
Published:	EDP Sciences 2021-01-01
Series:	ESAIM: Proceedings and Surveys
Subjects:	data assimilation data-model coupling artificial intelligence sst pde
Online Access:	https://www.esaim-proc.org/articles/proc/pdf/2021/01/proc2107009.pdf

Similar Items

Atmospheric Simulations Using OGCM-Assimilation SST: Influence of the Wintertime Japan Sea on Monthly Precipitation
by: Masaru Yamamoto Naoki Hirose
Published: (2010-01-01)

Observational Needs for Improving Ocean and Coupled Reanalysis, S2S Prediction, and Decadal Prediction
by: Stephen G. Penny, et al.
Published: (2019-07-01)

Quality Analysis and Correction of Sea Surface Temperature Data from China HY-1C Satellite in Southeast Asia Seas
by: Weifu Sun, et al.
Published: (2023-09-01)

Flow-dependent assimilation of sea surface temperature in isopycnal coordinates with the Norwegian Climate Prediction Model
by: François Counillon, et al.
Published: (2016-12-01)

Weighted ensemble transform Kalman filter for image assimilation
by: Sebastien Beyou, et al.
Published: (2013-01-01)

Ocean Data Assimilation Systems for GODAE
by: James Cummings, et al.
Published: (2009-09-01)

The Navy's Earth System Prediction Capability: A New Global Coupled Atmosphere‐Ocean‐Sea Ice Prediction System Designed for Daily to Subseasonal Forecasting
by: Neil Barton, et al.
Published: (2021-04-01)

GPU SOFTWARE AND ARCHITECTURE COMPARISONS FOR NUMERICAL SIMULATION OF PARTIAL DIFFERENTIAL EQUATIONS
by: JON B. MAY, et al.
Published: (2018-01-01)

Local Volume Solvers for Earth System Data Assimilation: Implementation in the Framework for Joint Effort for Data Assimilation Integration
by: Sergey Frolov, et al.
Published: (2024-02-01)

Strongly Coupled Data Assimilation in Multiscale Media: Experiments Using a Quasi‐Geostrophic Coupled Model
by: S. G. Penny, et al.
Published: (2019-06-01)

Ensemble Kalman Filter data assimilation and storm surge experiments of tropical cyclone Nargis
by: Le Duc, et al.
Published: (2015-07-01)

Development of Coupled Data Assimilation With the BCC Climate System Model: Highlighting the Role of Sea‐Ice Assimilation for Global Analysis
by: X. Liu, et al.
Published: (2021-04-01)

Observing System Evaluations Using GODAE Systems
by: Peter R. Oke, et al.
Published: (2009-09-01)

Global ocean primary production trends in the modern ocean color satellite record (1998–2015)
by: Watson W Gregg, et al.
Published: (2019-01-01)

ACCESS-S2: the upgraded Bureau of Meteorology multi-week to seasonal prediction system
by: Xiaobing Zhou, et al.
Published: (2022-01-01)

A Deep Neural Network-Ensemble Adjustment Kalman Filter and Its Application on Strongly Coupled Data Assimilation
by: Renxi Wang, et al.
Published: (2024-01-01)

A weak-constraint 4DEnsembleVar. Part II: experiments with larger models
by: Michael Goodliff, et al.
Published: (2017-01-01)

An Efficient Method for Nested High-Resolution Ocean Modelling Incorporating a Data Assimilation Technique
by: Georgy I. Shapiro, et al.
Published: (2022-03-01)

Investigating ocean surface responses to typhoons using reconstructed satellite data
by: Chenxu Ji, et al.
Published: (2021-12-01)

Analytic solutions of a class of nonlinear partial differential equations
by: Eugenia N. Petropoulou
Published: (2015-08-01)

Ensemble Kalman Filter Parameter Estimation of Ocean Optical Properties for Reduced Biases in a Coupled General Circulation Model
by: V. Kitsios, et al.
Published: (2021-02-01)

ECCO LLC270 Ocean-Ice State Estimate
by: Zhang, Hong, et al.
Published: (2018)

Ocean State Estimation for Climate Research
by: Tong Lee, et al.
Published: (2009-09-01)

A study of enhancive parameter correction with coupled data assimilation for climate estimation and prediction using a simple coupled model
by: T. Delworth, et al.
Published: (2012-01-01)

Editorial: Recent advances in climate reanalysis
by: Yiguo Wang, et al.
Published: (2023-02-01)

Integrating Biogeochemistry and Ecology Into Ocean Data Assimilation Systems
by: Pierre Brasseur, et al.
Published: (2009-09-01)

Progress, challenges, and future steps in data assimilation for convection‐permitting numerical weather prediction: Report on the virtual meeting held on 10 and 12 November 2021
by: Guannan Hu, et al.
Published: (2023-01-01)

Benefit of vertical localization for sea surface temperature assimilation in isopycnal coordinate model
by: Yiguo Wang, et al.
Published: (2022-12-01)

Strongly Versus Weakly Coupled Data Assimilation in Coupled Systems With Various Inter‐Compartment Interactions
by: Norihiro Miwa, et al.
Published: (2024-03-01)

Seasonal Arctic Sea Ice Prediction Using a Newly Developed Fully Coupled Regional Model With the Assimilation of Satellite Sea Ice Observations
by: Chao‐Yuan Yang, et al.
Published: (2020-05-01)

Development of a Convection‐Permitting Air‐Sea‐Coupled Ensemble Data Assimilation System for Tropical Cyclone Prediction
by: Xingchao Chen, et al.
Published: (2019-11-01)

Data-Driven Interpolation of Sea Surface Suspended Concentrations Derived from Ocean Colour Remote Sensing Data
by: Jean-Marie Vient, et al.
Published: (2021-09-01)

Synthesis of Ocean Observations Using Data Assimilation for Operational, Real-Time and Reanalysis Systems: A More Complete Picture of the State of the Ocean
by: Andrew M. Moore, et al.
Published: (2019-03-01)

Joint assimilation of satellite-based surface soil moisture and vegetation conditions into the Noah-MP land surface model
by: Zdenko Heyvaert, et al.
Published: (2024-06-01)

Evaluation of an Ocean Reanalysis System in the Indian and Pacific Oceans
by: Changxiang Yan, et al.
Published: (2023-01-01)

Variational parameter estimation in a two-equation turbulence model: A case study with a 3D primitive-equation ocean model
by: Yan Hu, et al.
Published: (2022-12-01)

Crisis Ocean Modelling with a Relocatable Operational Forecasting System and Its Application to the Lakshadweep Sea (Indian Ocean)
by: Georgy I. Shapiro, et al.
Published: (2022-10-01)

Exploring strategies for coupled 4D-Var data assimilation using an idealised atmosphere–ocean model
by: Polly J. Smith, et al.
Published: (2015-07-01)

Seasonal Variability of SST Fronts in the Inner Sea of Chiloé and Its Adjacent Coastal Ocean, Northern Patagonia
by: Gonzalo S. Saldías, et al.
Published: (2021-01-01)

Are Ocean Reanalyses Useful for Earth Rotation Research?
by: L. Börger, et al.
Published: (2023-03-01)