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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Veröffentlicht in:	International journal of applied earth observation and geoinformation Jg. 117; S. 103185
Hauptverfasser:	Barbero-García, Innes, Kuschnerus, Mieke, Vos, Sander, Lindenbergh, Roderik
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.03.2023 Elsevier
Schlagworte:	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-Zugang:	Volltext
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