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Data Science for Environmental Research
Data for: Deep Learning Classification of Lake Zooplankton

Plankton are effective indicators of environmental change and ecosystem health in freshwater habitats, but collection of plankton data using manual microscopic methods is...

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Data Science for Environmental Research
Data for: A Benchmark Dataset for Machine Learning in Ecotoxicology

The publication provides and describes a clean and expert-curated benchmark dataset to be used for machine-learning-based research in ecotoxicology. The package contains several...

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Data Science for Environmental Research
Data for: Producing Plankton Classifiers that are Robust to Dataset Shift

Modern plankton high-throughput monitoring relies on deep learning classifiers for species recognition in water ecosystems. Despite satisfactory nominal performances, a...

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