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Physical-biological interactions: regional to basin scales. I. Pseudocalanus spp.: MARMAP data 1977-1987 II. P. moultoni and P. newmani : U.S. Globec Georges Bank broadscale surveys in 1997 III. Calanus finmarchicus : U.S. Globec Georges Bank broadscale surveys 1995-1999
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Physical-biological interactions:regional to basin scales I. Pseudocalanus spp.: MARMAP data 1977-1987 II. P. moultoni and P. newmani: U.S. Globec Georges Bank broadscale surveys in 1997 III. Calanus finmarchicus: U.S. Globec Georges Bank broadscale surveys 1995-1999 IV. Toward a basin scale approach: lessons from the JGOFS program on physical-biogeochemical interactions at large scales
General circulation during the stratified season Beardsley et al. (1997)
A finite-element model of the Gulf of Maine / Georges Bank region (Lynch et al., 1996)
Pseudocalanus spp.MARMAP 1977-1987 Two population centers: Western Gulf of Maine Georges Bank Davis (1984) hypothesis: Western Gulf of Maine is a source region for the Georges Bank population Concentration (# m-3)
A first attempt to simulate the observed Pseudocalanus spp. distributions…
1997 Broadscale Survey Data P. moultoni P. newmani Species-specific PCR (Bucklin et al., 2001)
Observations: P. Moultoni Models Observations: P. newmani
Are the inverse solutions ecologically realistic? R(x,y,t) bounded by –100 to +100 individuals m-3 day-1 [most fall between -10 to +10] C5 moulting potential: Mean C5 abundance 2500 individuals m-3 (Incze pump samples: April 1997, May 1997, June 1995) Stage duration in GB conditions: 5 days (McLaren et al., 1989) Implied moulting flux of 500 individuals m-3 day-1
Are the inverse solutions ecologically realistic? Predation potential: Model predicted rates of 3-10% day-1 Bollens et al. specific rates of predation on C. finmarchicus and Pseudocalanus spp. copepodites based on observed predator abundance and feeding rates http://userwww.sfsu.edu/~bioocean/research/gbpredation/gbpredation1.html
Caveats to interpretation of these solutions Physics -- assumes perfect knowledge of the circulation -- 2-D transport (no vertical shear) Biology -- density dependence vs. “geographic” formulation -- multistage models, behavior, etc. Observational limitations -- only adults sampled -- upper 40m
C. finmarchicus climatology: Globec Broadscale surveys 1995-1999 Jan Feb Mar Apr May Jun N3 N4 N5 Durbin et al. http://globec.gso.uri.edu/ N6 C1 C2 C3 C4 Log(abundance) C5 C6 Time
C. finmarchicus model X. Li et al. Fi: molting flux Fi(T,Chl) computed (Campbell et al. 2001) R: sources of N3 Inferred (monthly) μi: mortality Inferred (monthly) Ci off-bank Inferred (initial conditions) N3 N4 N5 N6 C1 C2 C3 C4 C5 C6 μN4 μN5 μN6 μC1 μC2 μC3 μC4 μC5 μC6 R
Inferred off-bank initial conditions N3 N4 N5 N6 C1 C2 C3 C4 C5 C6
Inferred Mortality Jan-Feb Feb-Mar Mar-Apr Apr-May May-Jun N3 N4 N5 N6 C1 C2 C3 C4 C5 C6
Term-by-term analysis Transport terms: large magnitude, but net effect is small Primary balance: tendency/molting/mortality
Spatially averaged mortality rate Mortality (d-1) Black: central case Gray: off-bank sources=0 (including ICs) Stage
Biological control of the vernal population increase of C. finmarchicus on Georges Bank Advective delivery Advective delivery Georges Bank Georges Bank Advective loss Advective loss × only slightly smaller than
Eddy-driven sources and sinks of nutrients in the upper ocean:results of a 0.1° resolution model of the North Atlantic McGillicuddy, D.J., Anderson, L.A., Doney, S.C. and M.E. Maltrud National Science Foundation NCAR: Scientific Computing Division
New Production in the Open Ocean
An eddy-resolving nutrient transport model Euphotic Zone: NP=NP(I,NO3,T) Aphotic Zone: Relaxation to clim. NO3(σT)
Simulated Annual New Production OWSI NABE BATS EUMELI
Annual New ProductionTerm Balances New Prod Conv + Diff Vertical advection Horizontal advection Total Mean Eddy
New Production at BATS:Three Models, Three Different Nutrient Transport Pathways Observed Annual New Production = 0.5 mol N m-2 yr-1
Coarse (1.6º) Eddy-resolving (0.1º) Sea Surface Temperature log (New Production)
Toward a basin-scale model of C. finmarchicus Planque et al. (1997)
References McGillicuddy, D.J., Lynch, D.R., Moore, A.M., Gentleman, W.C., Davis, C.S., and C.J. Meise, 1998b. An adjoint data assimilation approach to diagnosis of physical and biological controls on Pseudocalanus spp. in the Gulf of Maine - Georges Bank region . Fisheries Oceanography, 7(3/4), 205-218. McGillicuddy, D.J. and A. Bucklin, 2002. Intermingling of two Pseudocalanus species on Georges Bank . Journal of Marine Research, 60, 583-604. McGillicuddy, D.J., Anderson, L.A., Doney, S.C., and M.E. Maltrud, 2003. Eddy-driven sources and sinks of nutrients in the upper ocean: results from a 0.1 degree resolution model of the North Atlantic. Global Biogeochemical Cycles, 17(2), 1035, doi:10.1029/2002GB001987. See http://www.whoi.edu/people/mcgillic “publications” link for more information