R scripts and data files to predict upland National Vegetation Classification (NVC) communities in England and Wales. Occurrence data based on updated records from NVC handbooks. Predictors include EVI remote sensing, summer and winter maximum and minimum temperatures, annual rainfall, elevation and slope.