“…This comes at the cost of efficiency, leading to hysteresis in monitoring the instability of large ice shelves. Given the current increasing instability of parts of the Antarctic ice shelves, such as the Pine Island, Thwaites, and Ninnis glaciers in West Antarctica (Cheng, Xia, Qiao, Li, et al., 2021; Cheng, Xia, Qiao, Lv, et al., 2021; Favier et al., 2014; Lhermitte et al., 2020), the Totten Glacier and Brunt Ice Shelf in East Antarctica (Cheng, Xia, Qiao, Li, et al., 2021; Cheng, Xia, Qiao, Lv, et al., 2021; X. Li et al., 2015; Rintoul Stephen et al., 2016) and the Larsen Ice Shelf in the Antarctic Peninsula (Khazendar et al., 2015; McGrath et al., 2012), we propose an automatic extraction framework to extract fractures with open source code and libraries. This framework can filter out most non‐fractures under the constraints of the glaciological property set by existing external data sets without any manual intervention.…”