Patrick Gray

767 citations

23 papers · 501 indexed · h-index 11

Impact in

Ecology top 10%
- Marine animal studies overview
- Coral and Marine Ecosystems Studies
- Wildlife Ecology and Conservation
- Remote Sensing in Agriculture
Ecological Modeling top 10%

Papers in ⓘ

Oceanography 10
- Marine and coastal ecosystems 10
- Marine Biology and Ecology Research 5
Ecology 14
- Microbial Community Ecology and Physiology 4
- Coral and Marine Ecosystems Studies 4
- Marine animal studies overview 3

Co-authors: David W. Johnston (10 shared papers)Peter M. Wiedemann (1 shared paper)Justin T. Ridge (3 shared papers)Abram B. Fleishman (1 shared paper)Kenneth J. Lohmann (1 shared paper)Matthew McKown (1 shared paper)David J. Klein (1 shared paper)Jennifer J. Swenson (1 shared paper)
Journals: Limnology and Oceanography (2 papers)Remote Sensing (2 papers)Remote Sensing in Ecology and Conservation (2 papers)Marine Technology Society Journal (2 papers)Methods in Ecology and Evolution (2 papers)
Partner nations: United States Netherlands Israel

In The Last Decade

Patrick Gray

21 papers receiving 483 citations

Peers

Countries citing papers authored by Patrick Gray

Since Specialization

Citations

This map shows the geographic impact of Patrick Gray'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 Patrick Gray with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Patrick Gray more than expected).

Fields of papers citing papers by Patrick Gray

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Patrick Gray. 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 Patrick Gray. The network helps show where Patrick Gray may publish in the future.

Co-authors

The 25 scholars most cited alongside Patrick Gray, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Patrick Gray Line = papers co-authored together Patrick Gray links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 23 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	A convolutional neural network for detecting sea turtles in drone imagery Methods in Ecology and Evolution ·Patrick Gray, Abram B. Fleishman, David J. Klein, Matthew McKown, Vanessa S. Bézy, Kenneth J. Lohmann, David W. Johnston	2018	113
2	Integrating Drone Imagery into High Resolution Satellite Remote Sensing Assessments of Estuarine Environments Remote Sensing ·Patrick Gray, Justin T. Ridge, Sarah Poulin, Alexander C. Seymour, Amanda M. Schwantes, Jennifer J. Swenson, David W. Johnston	2018	82
3	Drones and convolutional neural networks facilitate automated and accurate cetacean species identification and photogrammetry Methods in Ecology and Evolution ·Patrick Gray, K. C. Bierlich, Sydney A. Mantell, Ari S. Friedlaender, Jeremy A. Goldbogen, David W. Johnston	2019	73
4	Risk management and sustainable development: mutual lessons from approaches to the use of indicators Journal of Risk Research ·Patrick Gray, Peter M. Wiedemann	1999	44
5	Drones and deep learning produce accurate and efficient monitoring of large-scale seabird colonies Ornithological applications ·Madeline C Hayes, Patrick Gray, Guillermo Donoso, Wade C Sedgwick, Vivon D Crawford, Natalie Chazal, Sarah Crofts, David W. Johnston	2021	36
6	Toward Generalized Change Detection on Planetary Surfaces With Convolutional Autoencoders and Transfer Learning IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Hannah Kerner, Kiri L. Wagstaff, Brian Bue, Patrick Gray, J. F. Bell, Heni Ben Amor	2019	34
7	Deep learning for coastal resource conservation: automating detection of shellfish reefs Remote Sensing in Ecology and Conservation ·Justin T. Ridge, Patrick Gray, Anna E. Windle, David W. Johnston	2020	26
8	Recipes for the Derivation of Water Quality Parameters Using the High-Spatial-Resolution Data from Sensors on Board Sentinel-2A, Sentinel-2B, Landsat-5, Landsat-7, Landsat-8, and Landsat-9 Satellites SHILAP Revista de lepidopterología ·Juliana Távora, Binbin Jiang, Thomas Kiffney, Guillaume Bourdin, Patrick Gray, Lino Augusto Sander de Carvalho, Gabriel Hesketh, K. M. Schild, L. F. C. B. Souza, Damian C. Brady, Emmanuel Boss	2023	19
9	Characterizing coastal phytoplankton seasonal succession patterns on the West Antarctic Peninsula Limnology and Oceanography ·Schuyler C. Nardelli, Patrick Gray, Sharon Stammerjohn, Oscar Schofield	2023	18
10	Gray whale detection in satellite imagery using deep learning Remote Sensing in Ecology and Conservation ·Katherine M. Green, Mala K. Virdee, Hannah C. Cubaynes, Angelica I. Avilés-Rivero, Peter T. Fretwell, Patrick Gray, David W. Johnston, Carola‐Bibiane Schönlieb, Leigh G. Torres, Jennifer A. Jackson	2023	14
11	Temporally Generalizable Land Cover Classification: A Recurrent Convolutional Neural Network Unveils Major Coastal Change through Time Remote Sensing ·Patrick Gray, Diego F. Chamorro, Justin T. Ridge, Hannah Kerner, Emily A. Ury, David W. Johnston	2021	13
12	Drones address an observational blind spot for biological oceanography Frontiers in Ecology and the Environment ·Patrick Gray, Gregory D. Larsen, David W. Johnston	2022	8
13	Robust ocean color from drones: Viewing geometry, sky reflection removal, uncertainty analysis, and a survey of the Gulf Stream front Limnology and Oceanography Methods ·Patrick Gray, Anna E. Windle, Julian Dale, Ivan Savelyev, Zackary I. Johnson, Greg M. Silsbe, Gregory D. Larsen, David W. Johnston	2022	7
14	The Promise and Pitfalls of Machine Learning in Ocean Remote Sensing Oceanography ·Patrick Gray, Emmanuel Boss, X. Prochaska, Hannah Kerner, Charlotte Begouen Demeaux, Yoav Lehahn	2024	4
15	A Gulf Stream frontal eddy harbors a distinct microbiome compared to adjacent waters PLoS ONE ·Jessica Gronniger, Patrick Gray, Alexandria K. Niebergall, Zackary I. Johnson, Dana E. Hunt	2023	3
16	A Convolutional Neural Network to Classify Phytoplankton Images Along the West Antarctic Peninsula Marine Technology Society Journal ·Schuyler C. Nardelli, Patrick Gray, Oscar Schofield	2022	2
17	Evidence for Kilometer‐Scale Biophysical Features at the Gulf Stream Front Journal of Geophysical Research Oceans ·Patrick Gray, Ivan Savelyev, Nicolas Cassar, Marina Lévy, Emmanuel Boss, Yoav Lehahn, Guillaume Bourdin, Kate A. Thompson, Anna E. Windle, Jessica Gronniger, Sheri A. Floge, Dana E. Hunt, Greg M. Silsbe, Zackary I. Johnson, David W. Johnston	2024	1
18	Decorrelation Stretches (DCS) of Visible Images as a Tool for Sedimentary Provenance Investigations on Earth and Mars P. Sinha, B. Horgan, Rodney C. Ewing, E. B. Rampe, M. G. A. Lapôtre, M. Nachon, M. T. Thorpe, A. Rudolph, C. C. Bedford, K. Mason, E. Champion, Patrick Gray, E. Reid, M. Faragalli	2020	1
19	Overview and Initial Results of SAND-E: Semi-Autonomous Navigation for Detrital Environments R. C. Ewing, E. B. Rampe, B. Horgan, M. G. A. Lapôtre, M. Nachon, M. T. Thorpe, C. C. Bedford, P. Sinha, Kyle Mason, E. Champion, Patrick Gray, Alejandro Soto, M. Faragalli, E. Reid	2020	1
20	A Convolutional Neural Network to Classify Phytoplankton Images Along the West Antarctic Peninsula Marine Technology Society Journal ·Schuyler C. Nardelli, Patrick Gray, Oscar Schofield	2022	1

About Patrick Gray

Patrick Gray is a scholar working on Oceanography, Ecology, Media Technology, Atmospheric Science and Global and Planetary Change, having authored 23 papers that have together received 501 indexed citations. Recurring topics across this work include Marine and coastal ecosystems (10 papers), Marine Biology and Ecology Research (5 papers), Microbial Community Ecology and Physiology (4 papers), Coral and Marine Ecosystems Studies (4 papers), Marine animal studies overview (3 papers), Geology and Paleoclimatology Research (3 papers), Marine and fisheries research (2 papers) and Turtle Biology and Conservation (2 papers). The work is most often cited by research in Ecology (267 citations), Ecological Modeling (33 citations), Environmental Engineering (89 citations), Oceanography (74 citations) and Media Technology (50 citations). Patrick Gray has collaborated with scholars based in United States, Netherlands and Israel. Frequent co-authors include David W. Johnston, Peter M. Wiedemann, Justin T. Ridge, Abram B. Fleishman, Kenneth J. Lohmann, Matthew McKown, David J. Klein, Jennifer J. Swenson, Amanda M. Schwantes and Alexander C. Seymour. Their work appears in journals such as Limnology and Oceanography, Remote Sensing, Remote Sensing in Ecology and Conservation, Marine Technology Society Journal and Methods in Ecology and Evolution.

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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