Machine learning and image analysis on photos of a solitary tree in a complex background: extraction and analysis of key properties for wind-tree interaction

A method is developed to automatically analyze over 200000 images of a single mature tree. This method is assessed and applied to a tree located at Risø in Roskilde, Denmark, next to two meteorological masts. Image aspects such as the surface area and the center of area are extracted from the images and they are related to the wind statistics....