This analysis combines functional data with deep learning to enhance ecological monitoring in urban streams, indicating potential for improved environmental assessments.
Next article No AccessExpanding an urban stream ecological monitoring system with functional data and deep learningAbel Ariel Porras, Young-Hoon Jin, Edward Peacock, Yazmin Avila, Andrew Chu, Harshita Mahaseth, Angel Santiago and Julia SiegmundAbel Ariel Porras, Young-Hoon Jin, Edward Peacock, Yazmin Avila, Andrew Chu, Harshita Mahaseth, Angel Santiago, and Julia SiegmundPDFPDF PLUS Add to favoritesDownload CitationTrack CitationsPermissionsReprints Share onFacebookXLinkedInRedditBlueskyEmailPrint SectionsMoreDetailsFiguresReferencesCited by Freshwater Science Just Accepted Published on behalf of the Society for Freshwater Science Article DOIhttps://doi.org/10.1086/738870 PermissionsRequest permissions HistoryAccepted September 17, 2025 © 2025 Society for Freshwater Science. All Rights reserved.PDF download Crossref reports no articles citing this article.
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Porras et al. (2025) studied this question.
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