List of web-based tools for comparing reanalysis datasets:
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Web-based Reanalysis Intercomparison Tools
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KNMI Climate Explorer
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MERRA Atlas
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JRA-55 Atlas - new
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The Climate Reanalyzer
GOAT (Geophysical Observation Analysis Tool) is a free MATLAB based tool for the analysis and visualization of various types of geophysical data.
GOAT archives all geophysical data in a consistent format thereby alleviating many of the annoyances related to the inconsistency of spatial and temporal resolutions, naming, units and file formats across the ever growing number of observed and simulated geophysical datasets.
Re: Tools