Andy Stock

The University of British Columbia

Canada

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Articles (8)

Year:

2023

Year:

2023

Year:

2022

Year:

2022

Year:

2021

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2020

Year:

2020

Year:

2020

Collaborators (4)

Gert L. van Dijken

UNITED STATES

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Megan Maurer

University of Copenhagen

DENMARK

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Kevin R. Arrigo

UNITED STATES

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Maria Fernandez

Assistant Professor

Washington State University

UNITED STATES

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Andy Stock

Research Interests

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Articles (8)

Data leakage jeopardizes ecological applications of machine learning

Exploring multiple stressor effects with Ecopath, Ecosim, and Ecospace: Research designs, modeling techniques, and future directions

Iterative spatial leave-one-out cross-validation and gap-filling based data augmentation for supervised learning applications in marine remote sensing

Spatiotemporal distribution of labeled data can bias the validation and selection of supervised learning algorithms: A marine remote sensing example

Supporting interdisciplinary careers for sustainability

Comparison of Cloud-Filling Algorithms for Marine Satellite Data

Accuracy of Empirical Satellite Algorithms for Mapping Phytoplankton Diagnostic Pigments in the Open Ocean: A Supervised Learning Perspective

Relative impacts of multiple human stressors in estuaries and coastal waters in the North Sea–Baltic Sea transition zone

Collaborators (4)

Gert L. van Dijken

Megan Maurer

Kevin R. Arrigo

Maria Fernandez

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