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Working Group 4 Coastal Biogeochemistry Forum, June 23-25, 2004 K. Lindsay, G. McKinley, C. Nevison, K. Plattner, R. Seifert Can coastal ecosystems be represented in global models? a. How many different types of coastal zones need representation (temperature / topography / phytoplankton types)? b. What processes do we need to capture / understand how well? c.Can these processes be parameterized / resolved in models?
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MOM4 0.6 o -3 o x 3 o SST, U 0.3 m/s MOM4 3.75 o x 4.5 o Global Ocean Models
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Regional Oceanic Modeling System (ROMS) 3-dimensional circulation model U.S. West Coast configuration (28 o N - 48 o N; 1000 km offshore) Several models with varying horizontal resolution (20km, 15km and 5km) Partially to fully eddy-resolving 20 vertical layers (sigma-coordinates) Climatological forcing (Levitus T,S; COADS) Coupled to an NPDZ ecosystem model including a formulation of the carbon cycle
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15km 5km - Level 0 (15 km) - Level 1 (5 km) UCLA ROMS: US West Coast Configuration
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ROMS NPDZ model: N and C cycles
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San Francisco Pt. Arena Monterey Bay Monterey Bay ROMS 15 kmROMS 5 km Chl-a (mg m -3 ) Surface Chl-a: ROMS 15km vs. 5 km Annual Mean
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ROMS 15 kmROMS 5 km Chl-a (mg m -3 ) Surface Chl-a: ROMS 15 km vs. 5 km Snapshot May 21
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Can ROMS be Applied to Non-Upwelling Coastal Ecosystems? What Changes are Needed to NPDZ Model?
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Alternatives to Prognostic Numerical Models? In some cases, simpler diagnostic or correlative models may also be useful a) Bakun Upwelling Index b) Coastal N 2 O Emissions c) Coastal CO Production
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Bakun Upwelling Index schematic from www.pfeg.noaa.gov
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Upwelling Estimated from QSCAT Wind Data Nevison et al., 2004
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Upwelling Along Global Eastern Boundaries Estimated from Satellite Winds annual average upwelling rate (m/s) Nevison et al., 2004
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N 2 O and O 2 are Strongly Anticorrelated in Ocean Depth Profiles Data from Butler et al., 1988
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Sharp Increase Observed in Surface N 2 O near Coast Nevison et al., 2004
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Coastal N 2 O Sources estimated from Satellite Winds and subsurface Oxygen Climatology values are N 2 O (nM) Nevison et al., 2004
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Carbon Monoxide Produced by Photodissociation of Colored Dissolved Organic Matter (CDOM) (SeaWiFS 1997-1999)
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Spectrally Resolved Calculation: CO Production = ∫ F *AQY * (1-e -A ) d Zafiriou et al., 2003
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The End
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BGC-Ecosystem Model in ROMS NPDZ-type ecosystem model incl. C and O 2 cycles Tuned to upwelling conditions applying literature values Initial and boundary conditions: T, S: Levitus (monthly) NO3: World Ocean Atlas (seasonal) NH4, Phyto, Zoo, Det (Large/Small), CaCO 3 : const. (arbitr.) DIC: - Surface: based on pCO 2 climatology (Takahashi et al., 2002) - Layers with seasonal variations of T: Interpolation of DIC based on seasonal T variations - Deep ocean: NOAA/GLODAP climatology (annual) ALK: - Surface: NTA/T relationship (Millero et al., 1998) - Layers with seasonal variations of T: Interpolation of NTA based on seasonal T variations - Deep ocean: NOAA/GLODAP climatology (annual) - All layers: Computation of Alk from NTA and S
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Eddy Kinetic Energy increases largely with finer model resolution - mean and mesoscale variability in the CCS (Marchesiello et al., JPO 2003) Surface EKE (cm 2 s -2 ) Time (years) 5 km 10 km 20 km
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