Catchment-based classification of Australia's continental slope canyons

► Automatically and rapidly derive catchment-based characterisation of canyons. ► Established a shelf break and foot of slope based on gradient. ► Evidence of 257 discrete submarine catchments around slope. ► Drainage networks conform to Horton's laws demonstrating a geometric relationship.