This is the repository for the Scottish Government collaboration with EDINA and JNCC to produce a crop map for Scotland by developing machine learning algorithms applied to Sentinel satellite data
Isolate a distinct crop growth profile. Determine how to decide from the Sentinel data when a new crop starts to grow and when it is harvested to avoid multiple crops in the same field in one year
Exploratory Analysis (R code) plots crops growth life-cycle based on Sentinel-1 data.
Also wrote R code to plot crops growth life-cycle based on documentation form Stephen/plants articles.
Sentinel data:
Isolate a distinct crop growth profile. Determine how to decide from the Sentinel data when a new crop starts to grow and when it is harvested to avoid multiple crops in the same field in one year