Published December 21, 2020 | Version v1

Gap filled GEBA data

Authors/Creators

  • 1. University of Oslo

Description

Global (diffuse and direct) shortwave downwelling radiation at the surface between year 1961 and 2014. A total of ~1400 ground stations from GEBA archive has been selected and been through the machine learning technique "random forests" (Breiman, 2001) to fill gaps in from original GEBA dataset. A report on the gap filling process can be attained by e-mailing Trude Storelvmo (truds@uio.no).

Files

fullGEBADataWithRFfit_2017-08-02_v4.csv

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Related works

Is referenced by
Journal article: 10.1029/2018GL078298 (DOI)