Accompanying data and R scripts: Mapping the spatial distribution and geographic shift of East African highland banana (Musa sp.) cropping systems in Uganda

  • Dennis Ochola (Creator)
  • Bastiaen Boekelo (Creator)
  • Gerrie van de Ven (Creator)
  • Godfrey Taulya (Creator)
  • Jerome Kubiriba (Creator)
  • Piet van Asten (Creator)
  • Ken Giller (Creator)

Dataset

Description

The following repository contains the underlying data and R scripts used for developing the manuscript submitted for publication:
"Mapping the spatial distribution and geographic shift of East African highland banana (Musa sp.) cropping systems in Uganda"

For reproducibility most of the analyses and outputs for the manuscript were performed in the R environment (R v4.0.5 and RStudio v1.4.1103). Users of the attached R scripts should note however that the code chunks are Mac or Linux specific, which should be accordingly adapted for use with Windows.
Date made available2 Nov 2021
PublisherWageningen University & Research
Geographical coverageUganda
Geospatial point1.3733, 32.2903Show on map

Keywords

  • banana cropping system
  • context-specific intervention
  • ensemble model
  • geographic shift
  • East African highland banana
  • logistic regression
  • machine learning
  • spacial distribution

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