Classification of Aurora Borealis Using Svalbard All-Sky Imager Data and EfficientNet Convolutional Neural Network

• Main Author: Olsen, Kristina Othelia Lunde
• Format: Master Thesis
• Language: Norwegian Bokmål
• Published: 2022
• Subjects: Antarctic; Arctic; Ny-Ålesund; Omni; Svalbard; Antarc*; Ny Ålesund
• Online Access: http://hdl.handle.net/10852/94242; http://urn.nb.no/URN:NBN:no-96793

All-Sky Imagers located in the Arctic and Antarctic regions capture images of the sky at regular intervals throughout the winter season. Data from the last decades make up millions of images where auroral researchers have no way of filtering the data without time-consuming manual investigation. We i...