A Hierarchical Deep-Learning Approach for Rapid Windthrow Detection on PlanetScope and High-Resolution Aerial Image Data
Forest damage due to storms causes economic loss and requires a fast response to prevent further damage such as bark beetle infestations.By using Convolutional Neural Networks (CNNs) in conjunction with a GIS, we aim at completely streamlining the detection and mapping process for forest agencies.We developed and tested different CNNs for rapid win