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heimbach | 
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A Global Comparison of Ekman Pumping From Satellite Scatterometers and | 
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Ocean Data Assimilation Estimates | 
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Paulo Polito^1, Tong Lee^2, and Ichiro Fukumori^2 | 
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1. Inst. Nac. de Pesquisas Espaciais, Sao Paulo, Brazil | 
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2. Jet Propulsion Laboratory, California Institute of Technology | 
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Ekman pumping, a form of wind-driven upwelling, plays important | 
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roles in upper-ocean dynamics, thermodynamics, and biology as well as | 
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in boundary-layer meteorology.  Inverse models, such as those of | 
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ECCO (Estimation of the Circulation and Climate of the Ocean,  | 
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http://www.ecco-group.org/), estimate wind forcing through | 
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ocean data assimilation.  Scatterometer data provide a stringent test | 
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of the skill of the assimilation in estimating wind.  Ekman pumping   | 
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obtained from various scaterometers are compared with those  | 
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derived from ECCO model which assimilate TOPEX-derived sea level | 
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anomalies using the adjoint and Kalman filter/smoother methods.  | 
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Differences in Ekman pumping between scatterometer and assimilation | 
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estimates are quantified in terms of the mean, standard deviation, and | 
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correlation.  Change in Ekman pumping due to the assimilation is | 
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analyzed to identify the spectral (frequency-wavelength) space over | 
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which the assimilation has significant impact.  The comparison also | 
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highlights aspects where the ECCO model and assimilation schemes need | 
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improvement. | 
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