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Qc2 Scientific Tasks

Status Draft

- to verify the results of QC2-checks - the redistribution to RR_24. Confirmation of the quality of results - rewiew of statistics? Or a separate analysis: Dataset should cover all country and both convective and frontal precipitation, and main circulation paterns (west-coast rain, central south-eastern rain, rain on nortwest coast, rain in Nordland/Troms, east Finnmark.)?

- to take active part in the general space-check algorithm.

- others?

Specification of algorithms and general guidelines.

  1. Defintion of algorithms
    • Tests for interdependence, spatial correlation, pass and fail criteria …
    • Strategies for interpolation in both space and time,
    • Use of station aspect, and other methods for the choice of the best neighbours
    • Spatial bivariate, multivariate, tests etc …
    • Other statistical tests, regression techniques, appropriate residuals analysis, etc …
  2. General guidelines
    • Optimum number of points to include in an interpolation,
    • Recommended statistics (e.g. monthly averages, normals, medians etc …) to use in comparison with data (e.g. for outlier checks etc., other quality controls)
    • Statistical checks to use for checking the performance of interpolation methods (e.g. see Algorithm Gallery)
    • Identification of regions that are best handled separately, e.g. North, South, East, West, Coastal, Interior, and the region variation with season
  3. Other
    • Use of semivariograms in general as a method to assess spatial homogeneity
    • Automating kriging methods: calculation of semivariogram, fitting model, applying the kriging interpolator
    • Boundary detection
    • First definition of other algorithms involving satellite, radar data etc …
    • General advice on priorities on particular algorithms etc. to develop

Verification/Case Analysis of the redistribution of the Qc2 accumulated precipitation algorithm

Original testing was carried out for data obtained between March 2007 and December 2007 giving rise to a comparison to real observations with simulated test data (constructed from real observations) as well as a comparison to the results of HQC. results of.

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  • kvalobs/kvoss/system/qc2/requirements/nordklim/qc2sciencetasks.1260397935.txt.gz
  • Last modified: 2022-05-31 09:23:18
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