Automatic detection of bulldozer-induced changes on a sandy beach from video using YOLO algorithm

•PCA and YOLO can identify anthropogenic changes caused by bulldozers in beaches.•High correlation between detected bulldozers and anthropogenic changes in 3D data.•Continuous video data can complement 3D data and improve coastal monitoring. Sandy beaches are subject to changes due to multiple facto...

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Bibliographic Details

Published in:	International journal of applied earth observation and geoinformation Vol. 117; p. 103185
Main Authors:	Barbero-García, Innes, Kuschnerus, Mieke, Vos, Sander, Lindenbergh, Roderik
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.03.2023 Elsevier
Subjects:	algorithms Anthropogenic changes automatic detection coastal ecosystems Coastal monitoring Object detection Principal components analysis scanners spatial data Principal components analysis Coastal monitoring Object detection Anthropogenic changes
ISSN:	1569-8432
Online Access:	Get full text
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