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    • Table of contents
      • Hierarchy leafGravimetric humidity bias on 2008-04-07, 05 UTC
      • Expanded. Click to collapseCollapsed. Click to showWiki main page
        • Expanded. Click to collapseCollapsed. Click to showCoarse data
          • Hierarchy leafCoarse external data
          • Hierarchy leafIntroduction of new data
          • Hierarchy leafTemperature
        • Hierarchy leafDependencies
        • Expanded. Click to collapseCollapsed. Click to showExchange of variable fields
          • Hierarchy leafnamcouple
          • Expanded. Click to collapseCollapsed. Click to showSchomburg scheme
            • Expanded. Click to collapseCollapsed. Click to showSchomburg rules
              • Hierarchy leafSchomburg rule
        • Expanded. Click to collapseCollapsed. Click to showFine data
          • Hierarchy leafEstimated resolutions
          • Expanded. Click to collapseCollapsed. Click to showFine external data from the Climate Limited-area Modeling community
            • Hierarchy leafDivided by 7
            • Hierarchy leafEmulation of the test data resolution
          • Hierarchy leafSRTM data
        • Hierarchy leafIntroduction
        • Hierarchy leafLiterature
        • Expanded. Click to collapseCollapsed. Click to showModel1
          • Hierarchy leafDeprecated dummy data
          • Hierarchy leafDummy coordinates
          • Hierarchy leafProcessing
          • Expanded. Click to collapseCollapsed. Click to showRead_grib1
            • Hierarchy leafEccodes_handler
        • Hierarchy leafNaming schemes
        • Hierarchy leafOASIS3
        • Hierarchy leafPrivacy policy
        • Hierarchy leafTitle page
        • Expanded. Click to collapseCollapsed. Click to showValidation
          • Expanded. Click to collapseCollapsed. Click to showPreservation of the sub-scale average
            • Expanded. Click to collapseCollapsed. Click to showBias anecdote for gravimetric humidity
              • Hierarchy leafGravimetric humidity bias on 2008-04-04, 18 UTC
            • Expanded. Click to collapseCollapsed. Click to showBias anecdote for surface pressure
              • Hierarchy leafSurface pressure bias on 2008-04-04, 18UTC
              • Hierarchy leafSurface pressure bias on 2008-04-07, 05UTC
            • Expanded. Click to collapseCollapsed. Click to showBias anecdote for temperature
              • Hierarchy leafTemperature bias on 2008-04-07, 05UTC
              • Hierarchy leafTemperature bias on 2008-04-04, 18UTC
            • Hierarchy leafgrib2bin.pl
          • Hierarchy leafSpatial average and variance before and after downscaling
        • Expanded. Click to collapseCollapsed. Click to showWhat the Community Land Model requires
          • Hierarchy leafsva_DWD_forcing.ncl
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Validation

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The 1st validation is based on a run over 166 time steps and studies the spatial average and variance before and after downscaling. The 2nd one checks whether value of a coarse pixel agrees with the average of its corresponding fine pixels.

Results

The validation revealed a problem with OASIS3 in February 2018: The full downscaling procedure introduced a kind of bias into the fine scale field. This prompted an overhaul of the relevant new functionality in OASIS3, which, as of March 2018, is not yet completed.

February 2018

Mean and variance measure the effect of the downscaling on the field. It makes at most 10–4 of a relative difference in mean, and 10^10 less so if no Schomburg rules affected the concerned variable. Ground temperature is the exception with a 10–7 change in mean.
The variance increases across the board. The variables subjected to Schomburg rules experienced a relative increase of around 10, the others 1.

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