Rowena H Morris

TL;DR: The CNN approach emerged as a promising technique as it leveraged spatial information from the UAV images within the architecture of the learning framework by enforcing a local connectivity pattern between neurons of adjacent layers to incorporate the spatial relationships between features that comprised the shape of the Lomandra tussocks detected.

TL;DR: Sediment movement (slopewash and bio-transfer), runoff, and organic matter movement (mainly leaf litter, ash and charcoal) were monitored on ten plots for a six-month period following bushfires in eastern Australia in the 1990s as discussed by the authors.

TL;DR: An elevated valley-fill peat bog (Wilson Bog) near Mount Lofty, South Australia, failed in November 2005 following a flooding event, and exposed representative sections of the sediment infill.

TL;DR: In this paper, the authors focused on 10 prescribed burns conducted in the Southern Mount Lofty Ranges and used generalized additive modeling to determine the main significant environmental variables influencing the presence of sediment movement at 505 field-assessed sites.

TL;DR: In this article, the authors identify wildfire as a primary agent of flared slope development via fire-induced rock spalling around the periphery of inselbergs, and demonstrate that this is a common form of physical weathering in fire-prone environments.