Adjoint model code generation via automatic differentiation and its application to ocean/sea-ice state estimation

Material presented during a 2-day short course on data assimilation for sea-ice modelers at WHOI. The course was preceded by an Arctic Ocean Model Intercomparison Project (AOMIP) meeting, and followed by the AMS 7th Conference on Polar Meteorology and Oceanography (all at WHOI). National Ocean Partn...

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Bibliographic Details
Main Authors: Heimbach, Patrick, Menemenlis, Dimitris
Format: Conference Object
Language:English
Published: 2006
Subjects:
MITgcm
ECCO
ocean state estimation
automatic differentiation
data assimilation
general circulation model
adjoint model
optimization
sea-ice
Arctic
Arctic Ocean
Sea ice
Online Access:http://hdl.handle.net/1721.1/30598
Description
Summary:Material presented during a 2-day short course on data assimilation for sea-ice modelers at WHOI. The course was preceded by an Arctic Ocean Model Intercomparison Project (AOMIP) meeting, and followed by the AMS 7th Conference on Polar Meteorology and Oceanography (all at WHOI). National Ocean Partnership Program (NOPP) with funding provided by NSF, NASA, ONR, NOAA

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