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Accessing Station Data

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Joaquin Bedia edited this page Jun 2, 2014 · 20 revisions

Obtaining a quick overview of the dataset

The function dataInventory is intended for a quick overview of the data contained in the dataset. In the case of stations data, the main argument to be provided is the path to the directory where the dataset (stations.txt, variables.txt and associated data) are stored (see this link for details on station data format.)

For instance, this is a quick overview of the built-in dataset in the {{{downscaleR}}} package:

Loading station data

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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