Preprint by N. Khan et al. on Greenland crevasses detected by deep learning

In July, PhD Candidate Naureen Khan submitted a manuscript entitled “Crevasse locations and meltwater delivery to the bed in Pakitsoq, Greenland: Results from MimiNet, a new deep-learning model for crevasse detection“. The article is now available as a preprint on Earth ArXiv at https://eartharxiv.org/repository/view/7357/ or via DOI at https://doi.org/10.31223/X5QH6C.

Map of an icy area
Crevasse fields (green) and stream/lake (blue) detections by MimiNet overlain on the entire Pakitsoq training region (divided into regions a–f). Purple boxes represent the training dataset of twenty subregions used to train the MimiNet model. Cyan box shows the validation dataset of four subregions used to validate model training at every epoch. Pink stars represent moulin locations over 2009–2019.

Leave a Reply

Your email address will not be published. Required fields are marked *

This site uses Akismet to reduce spam. Learn how your comment data is processed.