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downscaling climate projections

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Jose M. Gutierrez edited this page Apr 19, 2018 · 2 revisions 
ncep <- makeMultiGrid(NCEP_Iberia_hus850, NCEP_Iberia_psl, NCEP_Iberia_ta850)
cmip5 <- list(CMIP5_Iberia_hus850, CMIP5_Iberia_psl, CMIP5_Iberia_ta850)
cmip5 <- lapply(cmip5, function(x) interpGrid(x, getGrid(ncep)))
cmip5 <- makeMultiGrid(cmip5)

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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