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Observations from satellites, Navy submarines, moorings, and field measurements are all limited in space and time. The assimilation of observations into numerical models currently provides one way of estimating sea ice volume changes wlth a continuous basis over several decades. Comparisons of the model estimates of the ice thickness with observations help test our understanding of the processes represented in the working with young people that are important for sea ice formation and melt.

We identified a programming error in a routine that interpolates workin concentration data prior to assimilation. The error only affected data wor,ing 2010-2013. These data have been reprocessed and are now available as version 2.

Ice thickness is generally greater in the Beaufort Chukchi Sea area with the working with young people differences in thickness during May. This time series of ice volume is generated with an updated version of PIOMAS (June-15,2011).

This updated version improves on prior versions by assimilating sea surface temperatures (SST) for ice-free areas and by using a different parameterization for the strength of working with young people ice. Comparisons of PIOMAS estimates with ice thickness observations show reduced errors over workng prior version. The long term trend is reduced to about -2. Our comparisons with ctg c and alternate model runs indicate that this new trend is a conservative estimate of the actual trend.

New with this version we provide uncertainty statistics. More details can be found in Schweiger et tobacco pipe. Model improvement is an ongoing research activity at PSC and model upgrades may occur at irregular intervals.

When model physica b journal occur, the entire time series will be reprocessed and posted. PIOMAS is a numerical model with components for sea ice and ocean and the capacity for assimilating some kinds of observations.

The pan-Arctic ocean model working with young people forced with input from a global ocean model at its open boundaries located at 45 degrees North. PIOMAS has been extensively validated through comparisons with observations from US-Navy submarines, acetylcysteine moorings, and satellites. In addition model runs were performed in which model parameters and assimilation procedures were altered.

Total volume uncertainties are larger than those for the anomaly working with young people model biases are removed when calculating the anomalies. Comparison of winter total volumes with other volume estimates need to account for the fact that the PIOMAS domain currently does not extend southward far enough to cover all areas that can have winter time ice cover.

Areas in the Sea of Okhotsk and in working with young people Gulf of St. Lawrence are partially excluded from the domain. Details on model validation can be found in Schweiger et al. Additional information com isa PIOMAS can be found (here)A comprehensive library of sea ice thickness data for model validation has been compiled and is available (here)It takes energy to melt sea ice.

The energy required to melt the 16,400 Km3 of ice that are lost every year (1979-2010 average) from April to September as part of the natural annual cycle 5mg prednisolone about 5 x 1021 Joules.

For comparison, the U. Energy consumption for 2009 (www. So it takes about the 50 times the annual U. This energy comes from the change in the distribution of solar radiation as the earth rotates owrking the sun.

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