Applying Convolutional Neural Network (CNN) Classification of WorldView-3 Satellite Imagery to Distinguish Vegetation Species at Treeline in Rocky Mountain National Park

Sindewald, Laurel

Applying Convolutional Neural Network (CNN) Classification of WorldView-3 Satellite Imagery to Distinguish Vegetation Species at Treeline in Rocky Mountain National Park

Laurel Sindewald¹, Matthew Cross², Ted A Scambos³, Ryan Lagerquist⁴, Peter Anthamatten⁵ and Diana Tomback¹, (1)University of Colorado Denver, Integrative Biology, Denver, United States, (2)University of Colorado Denver, Denver, CO, United States, (3)University of Colorado, Boulder, CIRES, Earth Science and Observation Center, Boulder, United States, (4)University of Oklahoma, Norman, United States, (5)University of Colorado Denver, Geography and Environmental Science, Denver, United States