Monitoring harmful algae blooms in Darlings Lake, New Brunswick, using K-means clustering of multi-spectral imagery

Monitoring harmful algae blooms in Darlings Lake, New Brunswick, using K-means clustering of multi-spectral imagery

Darlings Lake, located in the Saint John River watershed, Canada, experienced lake-wide cyanobacteria blooms in the summers of 2021 and 2022. This study uses high spatial and temporal resolution satellite imagery from Planet Labs (Planet Labs, Inc., San Francisco, CA, United States of America) to un...

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Bibliographic Details
Main Authors: Catherine Evans, Romina Gehrmann, Christopher Greene, Sarah Blenis, Roxanne MacKinnon, Jason Newport, Sarah Vela, Matthew Smith, Zahra Sadeghi, Stan Matwin, Chris Whidden
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Remote Sensing
Subjects:
cyanobacteria
SuperDove
k-means
PCA
land classification
algal blooms
Online Access:https://www.frontiersin.org/articles/10.3389/frsen.2025.1633491/full
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https://www.frontiersin.org/articles/10.3389/frsen.2025.1633491/full

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