Advancing lakes algal chlorophyll estimation in the contiguous USA: A comparative study of machine learning models and satellite data

Algal blooms are ubiquitous in lentic ecosystems and pose a risk to human and other organisms' health. Accurate measurement of chlorophyll-a (CHL-a) in lakes at a macroscale is challenging due to the optical complexity of individual water bodies, which hinders the optimization of conventional b...

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Bibliographic Details
Main Authors: Md Mamun, Xiao Yang
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Ecological Informatics
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1574954125000962
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