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Validation

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gutierjm edited this page Jun 18, 2014 · 1 revision

verification (developed at NCAR) Methods: Brier, CRPS, ROC, reliability diagram, rank histogram s2dverification (developed at IC3) Methods: ACC, RMSSS, plotting!

downscaleR - Santander MetGroup (Univ. Cantabria - CSIC)

  1. Package Installation
  2. Data manipulation with transformeR
  3. Bias Correction
    1. Calibration and cross validation
      1. Working with a moving window
    2. Bias correction of climate change projections
    3. Bias correction of seasonal forecasts
    4. How to contribute with new bias correction methods
  4. Downscaling: Perfect Prognosis Approach
    1. Preparing predictor data
    2. Training and cross-validation
    3. Downscaling climate change projections
    4. Downscaling seasonal forecasts
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