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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Vydané v:	International journal of applied earth observation and geoinformation Ročník 117; s. 103185
Hlavní autori:	Barbero-García, Innes, Kuschnerus, Mieke, Vos, Sander, Lindenbergh, Roderik
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.03.2023 Elsevier
Predmet:	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
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