PhenoPred: Plant stage prediction across Germany

PhenoPred predicts flowering and ripening with phenology and weather data from DWD by combining ML and geospatial methodologies. We collected, cleaned & connected open data resources. Predictions for apple serve as a proof of concept envisioning to raise awareness for plant life cycle shifts posing agronomical and pollen allergenic challenges

Here is the link to the final project.