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Summer Graduate Workshop
Data Assimilation for the Carbon Cycle
Jul 17, 2006 to Jul 28, 2006

Organizer(s)

Inez Fung (University of California, Berkeley)
See below for a program for the workshop.

Download the workshop announcement PDF file for printing.




Tentative Schedule

First week: Background Material

July 17

8:30-10:00 Inez Fung: The Carbon Cycle
10:30-12:00 Eugenia Kalnay: Introduction to Data Assimilation
1:00-2:30 Doug Nytchka: The likelihood and Bayesian statistics
3:00-5:00 Exercises

July 18
8:30-10:00 Inez Fung: Atmospheric circulation and transport
10:30-12:00 Eugenia Kalnay: Least squares; multi-variate statistical data assimilation
1:00-2:30 Doug Nytchka: The Kalman filter and Variational Methods
3:00-5:00 Exercises

July 19
8:30-10:00 Inez Fung: Carbon source/sink
10:30-12:00 Eugenia Kalnay: 3D-Var, OI and PSAS
1:00-2:30 Doug Nytchka: Engineering Ensemble Kalman Filter
3:00-5:00 Exercises

July 20
8:30-10:00 Scott Doney: Atmosphere, land and ocean observations
10:30-12:00 Eugenia Kalnay: 4D-Var and the Ensemble Kalman Filter
1:00-2:30 Exercises
3:00-5:00 Doug Nytchka: Smoothers and solving inverse problems

July 21
8:30-10:00 Chip Miller: OCO
10:30-12:00 Eugenia Kalnay: Comparison of 4D-Var and different Kalman filters
1:00-2:30 Doug Nytchka: Estimating parameters and using DART
3:00-5:00 Exercises

Second Week: Introduction to Carbon Data Assimilation

July 24

8:30-10:00 David Baker: 4D Var for CO2 source/sinks
10:30-12:00 David Baker: Ensemble Kalman Filter for CO2 source/sink estimation
1:00-2:30 Anna Michalak: Geostatistics - Principles of spatial analysis
3:00-5:00 Exercises

July 25
8:30-10:00 Ian Enting, Anna Michalak: CO2 Source/Sink inversion – history, computational requirements
10:30-12:00 Ian Enting: Statistics of Inversions
1:00-2:30 Anna Michalak: Statistics of analyzing inversion results
3:00-5:00 Exercises

July 26
8:30-10:00 Chris Barnet: Operational data assimilation of atm trace gases
10:30-12:00 David Schimel: Assimilating model parameters
1:00-2:30 Ian Enting: Automatic differentiation
3:00-5:00 Exercises

July 27
8:30-10:00 Prasad Kasibhatla: Role of chemistry in CO2 inversion
10:30-12:00 Prasad Kasibhatla: Error, noise, correlated errors
1:00-2:30 TBD
3:00-5:00 Exercises

July 28
8:30-10:00 Student Presentations
10:30-12:00 Student Presentations
1:00-2:30 Student Presentations
Please note that this is an Invitation Only Workshop - It Is Not Open To The Public
Schedule
Monday, July 17, 2006
8:30AM - 10:00AM Inez Fung Carbon Cycle [Video available]
10:30AM - 12:00PM Eugenia Kalnay Introduction to Data Assimilation [Video available]
1:00PM - 2:30PM Douglas Nychka The Likehood, Bayesian Statistics and Spatial Data [Video available]
Tuesday, July 18, 2006
8:30AM - 10:00AM Inez Fung Atmospheric Circulation and Transport [Video available]
10:30AM - 12:00PM Eugenia Kalnay Introduction to Least Squares; Multi-variate Statistical Data Assimilation [Video available]
1:00PM - 2:30PM Douglas Nychka Bayes, the Kalman Filter and Variational Methods [Video available]
Wednesday, July 19, 2006
8:30AM - 10:00AM Inez Fung Carbon Source/Sink [Video available]
10:30AM - 12:00PM Eugenia Kalnay 3D-Var, OI and PSAS [Video available]
1:00PM - 2:30PM Douglas Nychka Engineering the Ensemble Kalman Filter [Video available]
Thursday, July 20, 2006
8:30AM - 10:00AM Scott Doney Atmosphere, Land and Ocean Observations [Video available]
10:30AM - 12:00PM Eugenia Kalnay 4D-Var and Ensemble Kalman Filter [Video available]
1:00PM - 2:30PM Douglas Nychka Smoothers and the Solving Inverse Problems [Video available]
Friday, July 21, 2006
8:30AM - 10:00AM Charles Miller OCO [Video available]
10:30AM - 12:00PM Douglas Nychka Estimating Parameters and using DART [Video available]
1:00PM - 2:30PM Eugenia Kalnay Comparison of 4D-Var, and DifferentTypes of Ensemble Kalman Filter [Video available]
Monday, July 24, 2006
8:30AM - 10:00AM David Baker 4D Var for CO2 source/sink [Video available]
10:30AM - 12:00PM David Baker Ensemble Kalman Filter for CO2 Source/Sink Estimation [Video available]
1:00PM - 2:30PM Anna Michalak Geostatistics-Principles of Spatial Analysis [Video available]
Tuesday, July 25, 2006
8:30AM - 10:00AM Ian Enting, Anna Michalak CO2 Source/Sink Inversion-HIstory, Computational Requirements [Video available]
10:30AM - 12:00PM Ian Enting Statistics of Inversions [Video available]
1:00PM - 2:30PM Anna Michalak Statistics of Analyzing Inversion Results [Video available]
Wednesday, July 26, 2006
8:30AM - 10:00AM Chris Barnet Operational Data Assimilation of Atmoshphere Trace Gases from AIRS, IASI,CrIS [Video available]
10:30AM - 12:00PM David Schimel Assimilating Model Parameters [Video available]
1:00PM - 2:30PM Ian Enting Automatic Differentiation [Video available]
Thursday, July 27, 2006
8:30AM - 10:00AM Chris Barnet Validation of Satellite Retrievals [Video available]
3:00PM - 5:00PM Richard Sherman Carbon Observations in the Forbidding Ocean [Video available]
Friday, July 28, 2006
8:30AM - 10:00AM , Student Presentations: Application to Carbon Data Assimilation [Video available]
10:30AM - 12:00PM , Student Presentations: Application to Carbon Data Assimilation [Video available]


Questions about this workshop should be sent either by email to
or by regular mail to:
Data Assimilation for the Carbon Cycle
Mathematical Sciences Research Institute
17 Gauss Way, Berkeley, CA
94720-5070.
USA

The Institute is committed to the principles of Equal Opportunity and Affirmative Action.



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