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David Halpern, Dimitris Menemenlis, and Xiaochun Wang

datasets and prescribed errors in 2004–05 and 2009–11. Ocean surface temperatures were provided by the Advanced Microwave Scanning Radiometer for Earth Observing System (AMSR-E) instrument on the NASA satellite Aqua from 1 Jan 2009 to 4 Oct 2011 and by the WindSat instrument on the U.S. Navy Coriolis satellite from 5 Oct to 31 Dec 2011. Arctic Ocean sea ice data are not shown. Fig . 1. Distributions of XBT temperature profiles and Argo temperature and salinity profiles in (a) 2004 and (b) 2005

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