Andy Stock

612 total citations
20 papers, 401 citations indexed

About

Andy Stock is a scholar working on Oceanography, Global and Planetary Change and Management, Monitoring, Policy and Law. According to data from OpenAlex, Andy Stock has authored 20 papers receiving a total of 401 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Oceanography, 9 papers in Global and Planetary Change and 8 papers in Management, Monitoring, Policy and Law. Recurrent topics in Andy Stock's work include Coastal and Marine Management (8 papers), Marine and coastal ecosystems (8 papers) and Marine and fisheries research (7 papers). Andy Stock is often cited by papers focused on Coastal and Marine Management (8 papers), Marine and coastal ecosystems (8 papers) and Marine and fisheries research (7 papers). Andy Stock collaborates with scholars based in United States, Canada and Denmark. Andy Stock's co-authors include Fiorenza Micheli, Ajit Subramaniam, Jesper H. Andersen, Edward J. Gregr, Kai M. A. Chan, Ciarán Murray, E. Thérèse Harvey, Larry B. Crowder, Benjamin S. Halpern and Megan Mach and has published in prestigious journals such as The Science of The Total Environment, Scientific Reports and Conservation Biology.

In The Last Decade

Andy Stock

19 papers receiving 386 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Andy Stock United States 14 155 154 154 126 39 20 401
Eric Sparks United States 12 282 1.8× 129 0.8× 135 0.9× 69 0.5× 12 0.3× 46 450
Elise Marquis France 11 342 2.2× 234 1.5× 271 1.8× 78 0.6× 41 1.1× 12 561
Harri Tolvanen Finland 13 143 0.9× 138 0.9× 203 1.3× 94 0.7× 25 0.6× 33 479
Ana Silió‐Calzada Spain 10 137 0.9× 125 0.8× 138 0.9× 24 0.2× 45 1.2× 13 335
Isha Das India 11 117 0.8× 105 0.7× 153 1.0× 36 0.3× 15 0.4× 27 369
Fabio Bozzeda Italy 11 208 1.3× 61 0.4× 121 0.8× 100 0.8× 17 0.4× 22 425
Julian Barbière France 5 194 1.3× 84 0.5× 195 1.3× 233 1.8× 16 0.4× 13 480
Di Sun China 9 132 0.9× 65 0.4× 234 1.5× 43 0.3× 40 1.0× 15 452
Dieter Tracey Australia 12 273 1.8× 188 1.2× 181 1.2× 71 0.6× 9 0.2× 24 392
Paul Hedge Australia 10 330 2.1× 153 1.0× 158 1.0× 87 0.7× 17 0.4× 13 474

Countries citing papers authored by Andy Stock

Since Specialization
Citations

This map shows the geographic impact of Andy Stock's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Andy Stock with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andy Stock more than expected).

Fields of papers citing papers by Andy Stock

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Andy Stock. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Andy Stock. The network helps show where Andy Stock may publish in the future.

Co-authorship network of co-authors of Andy Stock

This figure shows the co-authorship network connecting the top 25 collaborators of Andy Stock. A scholar is included among the top collaborators of Andy Stock based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Andy Stock. Andy Stock is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Stock, Andy. (2025). Choosing blocks for spatial cross-validation: lessons from a marine remote sensing case study. Frontiers in Remote Sensing. 6. 1 indexed citations
2.
Andersen, Jesper H., Jacob Carstensen, Elena Gissi, et al.. (2025). Challenges in expert ratings of marine habitat and species sensitivity to anthropogenic pressures. Scientific Reports. 15(1). 12546–12546. 1 indexed citations
3.
Gregr, Edward J., et al.. (2025). The many pathways of climate change affecting coastal ecosystems: a case study of western Vancouver Island, Canada. FACETS. 10. 1–18. 1 indexed citations
4.
Murphy, Grace E. P., Andy Stock, & Noreen E. Kelly. (2024). From land to deep sea: A continuum of cumulative human impacts on marine habitats in Atlantic Canada. Ecosphere. 15(9). 5 indexed citations
5.
Stock, Andy, Edward J. Gregr, & Kai M. A. Chan. (2023). Data leakage jeopardizes ecological applications of machine learning. Nature Ecology & Evolution. 7(11). 1743–1745. 18 indexed citations
6.
Stock, Andy, Cathryn Clarke Murray, Edward J. Gregr, et al.. (2023). Exploring multiple stressor effects with Ecopath, Ecosim, and Ecospace: Research designs, modeling techniques, and future directions. The Science of The Total Environment. 869. 161719–161719. 27 indexed citations
7.
Stock, Andy. (2022). Spatiotemporal distribution of labeled data can bias the validation and selection of supervised learning algorithms: A marine remote sensing example. ISPRS Journal of Photogrammetry and Remote Sensing. 187. 46–60. 19 indexed citations
8.
Stock, Andy & Ajit Subramaniam. (2022). Iterative spatial leave-one-out cross-validation and gap-filling based data augmentation for supervised learning applications in marine remote sensing. GIScience & Remote Sensing. 59(1). 1281–1300. 15 indexed citations
9.
Anderson, Weston, et al.. (2021). Supporting interdisciplinary careers for sustainability. Nature Sustainability. 4(5). 374–375. 24 indexed citations
10.
Stock, Andy, Ajit Subramaniam, Gert L. van Dijken, et al.. (2020). Comparison of Cloud-Filling Algorithms for Marine Satellite Data. Remote Sensing. 12(20). 3313–3313. 28 indexed citations
11.
Stock, Andy & Ajit Subramaniam. (2020). Accuracy of Empirical Satellite Algorithms for Mapping Phytoplankton Diagnostic Pigments in the Open Ocean: A Supervised Learning Perspective. Frontiers in Marine Science. 7. 21 indexed citations
12.
Andersen, Jesper H., et al.. (2019). Relative impacts of multiple human stressors in estuaries and coastal waters in the North Sea–Baltic Sea transition zone. The Science of The Total Environment. 704. 135316–135316. 52 indexed citations
13.
Stock, Andy, Larry B. Crowder, Benjamin S. Halpern, & Fiorenza Micheli. (2018). Uncertainty analysis and robust areas of high and low modeled human impact on the global oceans. Conservation Biology. 32(6). 1368–1379. 30 indexed citations
14.
Stock, Andy, Alison J. Haupt, Megan Mach, & Fiorenza Micheli. (2018). Mapping ecological indicators of human impact with statistical and machine learning methods: Tests on the California coast. Ecological Informatics. 48. 37–47. 27 indexed citations
15.
Andersen, Jesper H., et al.. (2017). Under the surface: A gradient study of human impacts in Danish marine waters. BIBSYS Brage (BIBSYS (Norway)). 2 indexed citations
16.
Andersen, Jesper H., Fabio Berzaghi, Ole Geertz‐Hansen, et al.. (2016). Potential for cumulative effects of human stressors on fish, sea birds and marine mammals in Arctic waters. Estuarine Coastal and Shelf Science. 184. 202–206. 24 indexed citations
17.
Stock, Andy. (2016). Open Source Software for Mapping Human Impacts on Marine Ecosystems with an Additive Model. Journal of Open Research Software. 4(1). 21–21. 19 indexed citations
18.
Stock, Andy & Fiorenza Micheli. (2016). Effects of model assumptions and data quality on spatial cumulative human impact assessments. Global Ecology and Biogeography. 25(11). 1321–1332. 56 indexed citations
19.
Stock, Andy. (2015). Satellite mapping of Baltic Sea Secchi depth with multiple regression models. International Journal of Applied Earth Observation and Geoinformation. 40. 55–64. 28 indexed citations
20.
Stock, Andy, Harri Tolvanen, & Risto Kalliola. (2010). Crossing natural and data set boundaries: coastal terrain modelling in the South-West Finnish Archipelago. International Journal of Geographical Information Systems. 24(9). 1435–1452. 3 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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