{"id":1867,"date":"2025-08-11T19:12:19","date_gmt":"2025-08-11T19:12:19","guid":{"rendered":"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/?p=1867"},"modified":"2025-08-11T19:12:21","modified_gmt":"2025-08-11T19:12:21","slug":"preprint-by-n-khan-et-al-on-greenland-crevasses-detected-by-deep-learning","status":"publish","type":"post","link":"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/2025\/08\/11\/preprint-by-n-khan-et-al-on-greenland-crevasses-detected-by-deep-learning\/","title":{"rendered":"Preprint by N. Khan et al. on Greenland crevasses detected by deep learning"},"content":{"rendered":"\n<p>In July, PhD Candidate Naureen Khan submitted a manuscript entitled &#8220;<strong>Crevasse locations and meltwater delivery to the bed in<\/strong> <strong>Pakitsoq, Greenland: Results from MimiNet, a new deep-learning model for crevasse detection<\/strong>&#8220;.  The article is now available as a preprint on Earth ArXiv at <a href=\"https:\/\/eartharxiv.org\/repository\/view\/7357\/\">https:\/\/eartharxiv.org\/repository\/view\/7357\/<\/a> or via DOI at <a href=\"https:\/\/doi.org\/10.31223\/X5QH6C\">https:\/\/doi.org\/10.31223\/X5QH6C<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/wp-content\/uploads\/sites\/104\/2025\/08\/Khan-et-al-Figure9.png\" alt=\"Map of an icy area\" class=\"wp-image-1868\" \/><figcaption class=\"wp-element-caption\">\nCrevasse fields (green) and stream\/lake (blue) detections by MimiNet overlain on the entire\nPakitsoq training region (divided into regions a\u2013f). Purple boxes represent the training dataset of twenty subregions\nused to train the MimiNet model. Cyan box shows the validation dataset of four subregions used to validate model\ntraining at every epoch. Pink stars represent moulin locations over 2009\u20132019.<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In July, PhD Candidate Naureen Khan submitted a manuscript entitled &#8220;Crevasse locations and meltwater delivery to the bed in Pakitsoq, Greenland: Results from MimiNet, a new deep-learning model for crevasse &hellip; <a href=\"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/2025\/08\/11\/preprint-by-n-khan-et-al-on-greenland-crevasses-detected-by-deep-learning\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Preprint by N. Khan et al. on Greenland crevasses detected by deep learning<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":301,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1867","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/wp-json\/wp\/v2\/posts\/1867","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/wp-json\/wp\/v2\/users\/301"}],"replies":[{"embeddable":true,"href":"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/wp-json\/wp\/v2\/comments?post=1867"}],"version-history":[{"count":1,"href":"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/wp-json\/wp\/v2\/posts\/1867\/revisions"}],"predecessor-version":[{"id":1870,"href":"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/wp-json\/wp\/v2\/posts\/1867\/revisions\/1870"}],"wp:attachment":[{"href":"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/wp-json\/wp\/v2\/media?parent=1867"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/wp-json\/wp\/v2\/categories?post=1867"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ubwp.buffalo.edu\/glaciermodelinglab\/wp-json\/wp\/v2\/tags?post=1867"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}