Black Forest Forecaster

As our forests' health is steadily declining, cost-efficient ways to monitor individual trees are more important than ever. Our data product uses aerial photographs and laser scanning data to (1) automatically extract image information for each individual tree and (2) classify its species using an image classification model (CNN).