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In situ data biases and recent ocean heat content variability.
Both products use in situ data from ships and buoys.
NOAA NCDC ERSST version3b: In situ data: ICOADS2.5 before 2007, NCEP in situ data from 2008 to present.
Both products also use in situ data from ships and buoys and include a large-scale adjustment of satellite biases with respect to the in situ data.
Pathfinder AVHRR was chosen, when available, because it agrees better with the in situ data.
Seal-derived data greatly complements other in situ data sources, such as ship-based measurements and Argo profilers.
The model obtained compares well with in situ data.
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It also strongly recommends assessing uncertainties of satellite precipitation products, using newly developed automated in-situ data over the global oceans and with special focus on high-latitudes.
This was achieved with calculations based on in-situ data and taking into account uncertainties.
This study first shows in-situ data to illustrate the essence of the warming permafrost.
There are, however, no sufficiently long and reliable in-situ data available.
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