Top Menu

Jump to content
  • downscale
    • View all projects
Home
    • Work packages
    • News
    • Getting started
    • Introduction video
    • Welcome to OpenProject

      Get an overview

      Get a quick overview of project management and team collaboration with OpenProject.
      You can restart this video from the help menu

    • Help and support
    • Upgrade to Enterprise Edition
    • User guides
    • Videos
    • Shortcuts
    • Community forum
    • Professional support

    • Additional resources
    • Data privacy and security policy
    • OpenProject website
    • Security alerts / Newsletter
    • OpenProject blog
    • Release notes
    • Report a bug
    • Development roadmap
    • Add and edit translations
    • API documentation
  • Sign in
      Forgot your password?

Side Menu

  • Overview
  • Activity
  • Work packages
  • News
  • Repository
  • You are here:Wiki main page
    • 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
You are here:
  • Wiki main page
  • Validation
  • Preservation of the sub-scale average
  • Bias anecdote for surface pressure

Content

Bias anecdote for surface pressure

  • More
    • Table of contents

These images are based upon the randomly selected time step 12UTC on 2008-05-03. Two further randomly selected time steps are also available:

  • 2008-04-07, 05UTC
  • 2008-04-04, 18UTC

The layer is always the one at the lowest altitude because only this is subjected to downscaling.

Coarse sfc pressure from COSMO-DE
Fig. 1: Pressure as supplied by the COSMO model: The coarse data.

Downscaled data

Due to the existence of a Schomburg rule for pressure, it can be subjected to full downscaling (fig. 3,5,5.1). Figures 2,4,4.1 deal with results from mere interpolation.
Fine sfc pressure after downscaling without rules Fine sfc pressure after downscaling Fine sfc pressure after downscaling with rules, Sauerland area
Fig. 2: Pressure after spline interpolation. Fig. 3: Pressure after full downscaling. Fig. 3.1: Detail of figure 3, showing only the area Sauerland.

In cotrast to the merely interpolated field (fig. 2), the fully downscaled temperature field (fig. 3) shows fine scale structures. These have the form of rivers and are thus not numerical fluctuations (fig. 3.1).

Coarse sfc pressure after downscaling without rules and susequent upscaling Coarse sfc pressure after downscaling and susequent upscaling
Fig. 4: Pressure after spline interpolation and subsequent upscaling back to the coarse grid. Fig. 5: Pressure after full downscaling and subsequent upscaling back to the coarse grid.

sfc pressure bias from downscaling without rules sfc pressure bias from downscaling with rules
Fig. 4.1: Pressure bias after spline interpolation, on the coarse grid. Fig. 5.1: Pressure bias after full downscaling, on the coarse grid. The axis limits have changed.

While the bias after interpolation is evenly distributed above and below 0, the bias after the full downscaling lacks positive values above 0.006 Pa. Still, all values fall short of the usual temperature difference span of about 10^4 Pa. The reasonable interpretation is as numerical fluctuations.

Loading...