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Andy Stock

Observed names: A. Stock, Stock, A, Stock, A., Stock, Andy
Observed institutions: University of British Columbia, Lamont-Doherty Earth Observatory, University of Turku, Norwegian Institute for Water Research, Danish Hydraulic Institute (India), DHI, Columbia University, Stanford University
ORCID: 0000-0003-2848-1961
Observed ORCIDs: 0000-0003-2848-1961, 0000-0002-3232-7783
OpenAlex ID: A5081593945
Choosing blocks for spatial cross-validation: lessons from a marine remote sensing case study
2025 · Andy Stock · Frontiers in Remote Sensing · 76
Relative impacts of multiple human stressors in estuaries and coastal waters in the North Sea–Baltic Sea transition zone
2019 · Jesper H. Andersen, Zyad Al-Hamdani, et al. · The Science of The Total Environment · 75
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Effects of model assumptions and data quality on spatial cumulative human impact assessments
2016 · Andy Stock, Fiorenza Micheli · Global Ecology and Biogeography · 74
Exploring multiple stressor effects with Ecopath, Ecosim, and Ecospace: Research designs, modeling techniques, and future directions
2023 · A. Stock, C.C. Murray, et al. · The Science of The Total Environment · 67
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Comparison of Cloud-Filling Algorithms for Marine Satellite Data
2020 · Andy Stock, Ajit Subramaniam, et al. · Remote Sensing · 59
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Potential for cumulative effects of human stressors on fish, sea birds and marine mammals in Arctic waters
2016 · Jesper H. Andersen, Fabio Berzaghi, et al. · Estuarine Coastal and Shelf Science · 56
Data leakage jeopardizes ecological applications of machine learning
2023 · Andy Stock, Edward J. Gregr, et al. · Nature Ecology & Evolution · 54
Uncertainty analysis and robust areas of high and low modeled human impact on the global oceans
2018 · Andy Stock, Larry B. Crowder, et al. · Conservation Biology · 49
Spatiotemporal distribution of labeled data can bias the validation and selection of supervised learning algorithms: A marine remote sensing example
2022 · Andy Stock · ISPRS Journal of Photogrammetry and Remote Sensing · 41
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Supporting interdisciplinary careers for sustainability
2021 · J. Nicolas Hernandez-Aguilera, Weston Anderson, et al. · Nature Sustainability · 41
Iterative spatial leave-one-out cross-validation and gap-filling based data augmentation for supervised learning applications in marine remote sensing
2022 · Andy Stock, Ajit Subramaniam · GIScience & Remote Sensing · 39
Mapping ecological indicators of human impact with statistical and machine learning methods: Tests on the California coast
2018 · A. Stock, A.J. Haupt, et al. · Ecological Informatics · 39
Accuracy of Empirical Satellite Algorithms for Mapping Phytoplankton Diagnostic Pigments in the Open Ocean: A Supervised Learning Perspective
2020 · Andy Stock, Ajit Subramaniam · Frontiers in Marine Science · 33
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Satellite mapping of Baltic Sea Secchi depth with multiple regression models
2015 · Andy Stock · International Journal of Applied Earth Observation and Geoinformation · 29
Open Source Software for Mapping Human Impacts on Marine Ecosystems with an Additive Model
2016 · Andy Stock · Journal of Open Research Software · 25
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Challenges in expert ratings of marine habitat and species sensitivity to anthropogenic pressures
2025 · Niko Kallio, Jesper H. Andersen, et al. · Scientific Reports · 12
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From land to deep sea: A continuum of cumulative human impacts on marine habitats in Atlantic Canada
2024 · Grace E. P. Murphy, Andy Stock, et al. · Ecosphere · 11
Crossing natural and data set boundaries: coastal terrain modelling in the South-West Finnish Archipelago
2010 · A. Stock, H. Tolvanen, et al. · International Journal of Geographical Information Systems · 6
The many pathways of climate change affecting coastal ecosystems: a case study of western Vancouver Island, Canada
2025 · Emie Woodburn, Cathryn C. Murray, et al. · FACETS · 4
Under the surface: A gradient study of human impacts in Danish marine waters
2017 · Jesper H. Andersen, E. Thérèse Harvey, et al. · BIBSYS Brage (BIBSYS (Norway)) · 2
anstoc/ecocx: EcoCX 0.0.1
2026 · Andy Stock · Zenodo (CERN European Organization for Nuclear Research)
Marine Messages III. State, pressures, and choices for the future of Europe's seas (ETC BE Report 2026/3) and Supplementary Material
2026 · Andersen, Jesper, Korpinen, Samuli, et al. · Zenodo (CERN European Organization for Nuclear Research)
D3.3 Report on spatiotemporal patterns, trends & cumulative pressures on ecosystems & services
2026 · Steenbeek, Jeroen G., Gillie, Elisabeth (Beth), et al. · Zenodo (CERN European Organization for Nuclear Research)
Next-generation information products for marine biodiversity and habitats: Supporting EU biodiversity policy implementation
2026 · Leal, MC, Andersen, JH, et al. · Zenodo (CERN European Organization for Nuclear Research)
Under pressure: accounting for multiple human pressures outside and inside marine protected areas in the Skagerrak
2026 · Helene Frigstad, Jesper H. Andersen, et al. · Frontiers in Marine Science
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Works count: 41
Citation count: 792
H-index: 15
I10-index: 17
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