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CLIMFILL : A Framework for Intelligently Gap-filling Earth Observations

MORE DETAILED DESCRIPTION LATER

The framework consists of four steps:

  1. interpolation
  2. feature engineering
  3. clustering
  4. regression learning

the necessary functions are in the respective scripts. an example workflow going through all four steps is shown in example_workflow.py

References: Bessenbacher, V., Gudmundsson, L. and Seneviratne, S.I.: CLIMFILL: A Framework for Intelligently Gap-filling Earth Observations (in prep.)

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  • Python 100.0%