F. Martel et C. Wunsch, THE NORTH-ATLANTIC CIRCULATION IN THE EARLY 1980S - AN ESTIMATE FROM INVERSION OF A FINITE-DIFFERENCE MODEL, Journal of physical oceanography, 23(5), 1993, pp. 898-924
A finite-difference model of the North Atlantic is constructed for the
purpose of making an estimate of the circulation through an inverse c
alculation. The database is eclectic, and includes hydrography, oxygen
, nutrients, current meter and float records, atmospheric momentum, he
at and water vapor transfers, as well as estimates of certain integral
fluxes. Owing to the available hydrographic database, the model resol
ution is restricted to 1-degrees at best, and is much coarser in many
aspects. This limited resolution is a major obstacle to accurate estim
ates of climatological fluxes. In its final form, there are about 9000
constraints in 29 000 formal unknowns plus 9000 noise unknowns. The s
ystem is solved as a tapered least-squares system by a sparse conjugat
e gradient algorithm. With the exception of a few float velocities, al
l constraints are found to be consistent within error estimates. The m
odel produces estimates of large-scale fluxes and flux divergences for
all conventional properties including heat and nutrients as well as c
arbon dioxide and alkalinity. Meridional fluxes of carbon are found to
be indistinguishable from zero, whereas the North Atlantic tends to e
xport nutrients to the south, but carry heat to the north. Traditional
oceanographic depictions of the circulation through combination of no
nsynoptic data into steady models may have reached their useful limit
in the present calculation, as the conflicts between the data and phys
ical requirements become quantitatively apparent.