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References from Standardized benthic imaging with small, modular ROVs: an open-source framework developed in temperate kelp forests. Local targets link to admitted publications; unresolved targets remain external evidence.
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A protocol for the large-scale analysis of reefs using structure from motion photogrammetry
10.1111/2041-210x.13476 · 2020 · External reference
Photogrammetry in rocky temperate marine ecosystems: applications, problems and potential
10.1186/s44419-026-00003-6 · 2026 · External reference
10.1371/journal.pone.0271477
10.1371/journal.pone.0271477 · External reference
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10.7717/peerj.1077
10.7717/peerj.1077 · External reference
Applying a low cost, mini remotely operated vehicle (ROV) to assess an ecological baseline of an Indigenous seascape in Canada
10.3389/fmars.2020.00669 · 2020 · External reference
ORBSLAM3: An accurate open-source library for visual, visual-inertial, and multimap SLAM
10.1109/tro.2021.3075644 · 2021 · External reference
Inspection-class remotely operated vehicles—A review
10.3390/jmse5010013 · 2017 · External reference
10.1016/0022-0981(91)90257-w
10.1016/0022-0981(91)90257-w · External reference
Remotely operated vehicle taxonomy and emerging methods of inspection, maintenance, and repair operations: An overview and outlook
10.1115/1.4055476 · 2023 · External reference
10.1146/annurev.es.16.110185.001243
10.1146/annurev.es.16.110185.001243 · External reference
Ecology of understory kelp environments. II. Effects of kelps on recruitment of benthic invertebrates
10.1016/0022-0981(90)90109-p · 1990 · External reference
Kelp forests under threat and the loss of ecosystem services they provide
10.1146/annurev-ecolsys-102723-055806 · 2025 · External reference
The value of ecosystem services in global marine kelp forests
10.1038/s41467-023-37385-0 · 2023 · External reference
10.1093/biosci/bix147
10.1093/biosci/bix147 · External reference
10.2307/j.ctvz0h8fz.25
10.2307/j.ctvz0h8fz.25 · External reference
10.1098/rspb.2022.1897
10.1098/rspb.2022.1897 · External reference
10.1890/0012-9658(2006)87[1179:phcavi]2.0.co;2
10.1890/0012-9658(2006)87[1179:phcavi]2.0.co;2 · External reference
10.2307/1941447
10.2307/1941447 · External reference
10.1016/j.fishres.2014.01.019
10.1016/j.fishres.2014.01.019 · External reference
10.23919/oceans59106.2025.11245095
10.23919/oceans59106.2025.11245095 · External reference
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Biomass estimations of cultivated kelp using underwater RGB images from a mini-ROV and computer vision approaches
10.3389/fmars.2024.1324075 · 2024 · External reference
The dynamics of kelp forests in the northeast Pacific Ocean and the relationship with environmental drivers
10.1111/1365-2745.12908 · 2018 · External reference
A simple, fast, and repeatable survey method for underwater visual 3D benthic mapping and monitoring
10.1002/ece3.2701 · 2017 · External reference
Kelp forests as nursery and foundational habitat for reef fishes
10.1002/ecy.70007 · 2025 · External reference
Marine heat wave and multiple stressors tip bull kelp forest to sea urchin barrens
10.1038/s41598-019-51114-y · 2019 · External reference
Diver-generated photomosaics as a tool for monitoring temperate rocky reef ecosystems
10.3389/fmars.2022.953191 · 2022 · External reference
10.1017/s0376892902000322
10.1017/s0376892902000322 · External reference
10.34133/cbsystems.0089
10.34133/cbsystems.0089 · External reference
A systematic review of remotely operated vehicle surveys for visually assessing fish assemblages
10.3389/fmars.2019.00134 · 2019 · External reference
The localization problem for underwater vehicles: An overview of operational solutions
10.1016/j.oceaneng.2025.121173 · 2025 · External reference
A review of sublittoral monitoring methods in temperate waters: A focus on scale
10.3723/ut.28.099 · 2009 · External reference
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