Deep Images require Deep Learning: A Pixel-Based Convolutional Neural Network Classifier can Accurately Identify Tree Species Using Imaging Spectroscopy


Geoffrey A Fricker, California Polytechnic State University San Luis Obispo, San Luis Obispo, CA, United States, Janet Franklin, University of California, Riverside, Department of Botany and Plant Sciences, Riverside, CA, United States, Malcolm North, USDA Forest Service, Davis, CA, United States, Frank W Davis, La Kretz Research Center, Sedgwick Reserve, UC Santa Barbara, Santa Barbara, United States, Nicolas Synes, One Degree North, Manhattan Beach, CA, United States and Jeffrey A Wolf, Columbia University of New York, Palisades, NY, United States