Within lake clustering of high resolution satellite retrievals-a functional data and clustering approach


Satellite retrievals for lakes provide high resolution spatiotemporal images. This paper proposes a within lake dimensionality reduction approach using functional data analysis to enable computationally efficient clustering of temporal patterns within lakes. 

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