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An optimized design for a moored instrument array in the tropical Atlantic Ocean

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Title An optimized design for a moored instrument array in the tropical Atlantic Ocean
Names Hackert, Eric C. (creator)
Miller, Robert N. (creator)
Busalacchi, Antonio J. (creator)
Date Issued 1998-04-15 (iso8601)
Note Copyrighted by American Geophysical Union.
Abstract This paper presents a series of observing system simulation experiments
(OSSEs) which are intended as a design study for a proposed array of instrumented
moorings in the tropical Atlantic Ocean. Fields of TOPEX/Poseidon sea surface height
anomalies are subsampled with the goal being reconstruction of the original fields through
the use of reduced-space Kalman filter data assimilation at a restricted number of
locations. Our approach differs from typical identical and fraternal twin experiments in
that real observed data (i.e., TOPEX/Poseidon data) are subsampled and used in place of
synthetic data in all phases of the OSSEs. In this way the question of how closely a
particular model-generated data set resembles nature is avoided. Several data assimilation
runs are performed in order to optimize the location of a limited number of moorings for
the proposed Pilot Research Moored Array in the Tropical Atlantic (PIRATA). Results of
experiments in which data are assimilated at 2°N, 2°S and the equator and the longitude is
systematically varied by 5° show that the greatest impact of the assimilated data occurs
when the observations are taken between 15°W and 30°W. Next, a more systematic
technique is presented which allows us to determine optimal points in an objective fashion
by applying a least squares regression approach to reconstruct the errors on a dense array
of points from the data misfits at any three selected points. The forecast error structure
from the Kalman filter is used in a novel way to assess the optimality of mooring
locations. From a large sample of triads of points, the optimal mooring locations are
found to be along the equator at 35°W, 20°W, and 10°W. Additional experiments are
performed to demonstrate the efficacy of the initial and final PIRATA configurations and
the added value that can be expected from PIRATA observations beyond existing
expendable bathythermograph observations.
Genre Article
Identifier Hackert, E., R. Miller, and A. Busalacchi (1998), An optimized design for a moored instrument array in the tropical Atlantic Ocean, J. Geophys. Res., 103(C4), 7491-7509, doi:10.1029/97JC03206.

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