Repository structure The zipped folder includes the following subfolders: data In-situ measurement data from the plots. Remotely-sensed data could not be included in the repository due to their large size. src R codes to reproduce the data cleaning, prosessing, and statistical analysis steps. results Model parameters, performance statistics, model files, figures, edited tables together with some summary tables produces from upscaling results. raster data and upscaled results Averaged flux, soil moisture and temperature maps for the growing season (July 1-August 2nd, 8 am - 8 pm) as well as static maps produced in this study. All the upscaled results could not be included in the repository due to their large size. Note that the analysis to produce the vegetation classification map are described here: https://github.com/poniitty/kilpisjarvi_vegclass