U-Net convolutional neural network models for detecting and quantifying placer mining disturbances at watershed scales

Placer mining is a mineral extraction method in floodplains that involves the removal of earth material to access mineral-laden sediments, a process that can have significant and long-term impacts on aquatic ecosystems. Given the widespread nature of mining, new tools are required to monitor the pot...

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Bibliographic Details
Main Authors: Karim Malik, Colin Robertson, Douglas Braun, Clara Greig
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0303243421002178