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Workshop Steering Committee: Carl Cerco Carl Friedrichs (STAC) Marjy Friedrichs (STAC) Raleigh Hood David Jasinski Wen Long Kevin Sellner (STAC) Time: 9-10 June 2011 Location: Smithsonian Environmental Research Center Edgewater, Maryland Chesapeake Bay Hydrodynamic Modeling: A Proactive STAC Workshop

Chesapeake Bay Hydrodynamic Modeling: A Proactive STAC Workshop

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Chesapeake Bay Hydrodynamic Modeling: A Proactive STAC Workshop. Workshop Steering Committee: Carl Cerco Carl Friedrichs (STAC) Marjy Friedrichs (STAC) Raleigh Hood David Jasinski Wen Long Kevin Sellner (STAC) Time : 9-10 June 2011 - PowerPoint PPT Presentation

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Page 1: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Workshop Steering Committee:Carl Cerco

Carl Friedrichs (STAC)Marjy Friedrichs (STAC)

Raleigh HoodDavid Jasinski

Wen LongKevin Sellner (STAC)

Time: 9-10 June 2011Location: Smithsonian Environmental Research Center

Edgewater, Maryland

Chesapeake Bay Hydrodynamic Modeling:

A Proactive STAC Workshop

Page 2: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

• CBPO has initiated discussions of a “Next Generation Chesapeake Bay Model”

• CBPO is planning for a fully calibrated and operational new model by 2015

• USACE has suggested that the CBP transition to using the USACE Adaptive Hydraulics Model (ADH; currently two-dimensional)

Now is ideal time for a community-wide discussion as to what a “Next Generation Bay Model” should entail

Justification

Page 3: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

• Review existing state-of-the-art estuarinehydrodynamic models

• Compare relative skill of various CB models

• Compare strengths/weaknesses of various models

• Assess how model differences affect water quality simulations

What should a “Next Generation Bay Model” entail?

Objectives

Page 4: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Roughly 40 participants from:

• Chesapeake Bay Program• Chesapeake Community Modeling Program • U.S. IOOS Modeling Testbed Project• Other universities from across U.S.

Workshop Specifics

Page 5: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Workshop Agenda

Page 6: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Workshop Agenda

Page 7: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Configured for Chesapeake Bay:o CH3Do ROMS (three separate configurations)o EFDC

Not yet configured for Chesapeake Bay:o sECOMo FVCOMo ADH (only 2-D in Bay so far)

Six Distinct 3-D Estuarine Hydrodynamic Models

Page 8: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Configured for Chesapeake Bay:o CH3Do ROMS (three separate configurations)o EFDC

Not yet configured for Chesapeake Bay:o sECOMo FVCOMo ADH (only 2-D in Bay so far)

Six Distinct 3-D Estuarine Hydrodynamic Models

Page 9: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Five Hydrodynamic Models Configured for the Bay

CH3DCerco & Wang

USACE

ChesROMSLong & Hood

UMCES

UMCES-ROMSLi & LiUMCES

CBOFS (ROMS)Lanerolle & Xu

NOAA

EFDCShenVIMS

Page 10: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Hydrodynamic Model Skill

How well do the models represent the mean and

variability of temperature, salinity and stratification at

~40 CBP stations in 2004 and 2005?

= ~40 CBP stations used inthis model-data comparison

Page 11: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

1

1

-1

-1 Unbiased RMSD

Bias

Total RMSD2 = Bias2 + unbiased RMSD2

mean variability

x > 0overestimates

variability

y > 0: overestimates

mean

distance from origin

1

-1

-1

Jolliff et al., 2009

Relative model skill: Target diagrams

Page 12: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

1

1

-1

-1 Unbiased RMSD

Bias

Total RMSD2 = Bias2 + unbiased RMSD2

mean variability

x > 0overestimates

variability

y > 0: overestimates

mean

distance from origin

1

-1

-1

outer circle: model-data misfit =

variability in data

Jolliff et al., 2009

model does worse than

mean of the data

Relative model skill: Target diagrams

Page 13: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Stratification is a challenge; CH3D, EFDC reproduce seasonal/spatial variability best; Why??

unbiasedRMSD[psu/m]

bias [psu/m]

Stratification

Page 14: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Use ROMS and EFDC to test sensitivity of hydrodynamic skill to:

o Vertical grid resolutiono Horizontal grid resolutiono Vertical advection scheme o Atmospheric forcing – windso 2004 vs. 2005o Freshwater inflowo Coastal boundary condition o Mixing/turbulence closure

Sensitivities not tested: bathymetrysigma vs. z-grid

Sensitivity Experiments

Page 15: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

-0.2-0.4-0.6-0.8

0.2

-0.2

-0.2

Stratification is insensitive to: vertical grid resolution, vertical advection scheme and freshwater river input

Sensitivity ExperimentsDepth of maxstratification

Page 16: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Stratification is insensitive to horizontal grid resolution and changes in atmospheric forcing

CH3D, EFDC

ROMS

Sensitivity ExperimentsMaximumStratification

Page 17: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Models do better in 2005 than 2004!

ROMS 2005

ROMS 2004

Sensitivity ExperimentsMaximumStratification

Page 18: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Stratification is sensitive to minimum TKE parameter used in turbulence closure scheme

ROMS withnew TKEparameter

ROMS

Sensitivity ExperimentsMaximumStratification

Page 19: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Modeled stratification is not highly sensitive to: - wind- river flow- grid resolution- coastal boundary condition

Modeled stratification is most sensitive to:- turbulence closure parameters

Only possible because:- quantitatively assessing model skill- open source, community models- multiple models- large group of people from multiple institutions,

all collaborating on CB modeling issues

Sensitivity Experiments

Page 20: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

1) Assess model skill2) Use open source community models 3) Use multiple models4) Implement models in a modular fashion5) Form a Chesapeake Modeling Laboratory to

enable the above, as suggested in the NRC report; extension of CCMP

Five Recommendations for how CBP should proceed with future

modeling efforts

Establish an ad-hoc modeling advisory committee to advise CBP on future modeling efforts

Page 21: Chesapeake Bay Hydrodynamic Modeling:  A  Proactive STAC  Workshop

Recommendation for STAC:

Chesapeake Bay Hydrodynamic Modeling Workshop

Majority of the Workshop Steering Committee believes:

(1) It is critical for the CBP to issue an RFP for the purpose

of identifying and implementing a new hydrodynamic model(s) for the Bay through peer-review

(2) This recommendation should come directly from STAC