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A low-cost and adjustable methodology for surveying marine species diversity within reef passages

Published online by Cambridge University Press:  05 November 2026

Devavrat Bishwa*
Affiliation:
Centre for Sustainable Futures, The University of the South Pacific , Suva, Fiji SENS, IRD, CIRAD, Univ Montpellier Paul Valéry, Univ Montpellier, Montpellier, France
Annette Breckwoldt
Affiliation:
Leibniz Centre for Tropical Marine Research (ZMT), Bremen, Germany
Elodie Fache
Affiliation:
SENS, IRD, CIRAD, Univ Montpellier Paul Valéry, Univ Montpellier, Montpellier, France
Amanda Kirsty Ford
Affiliation:
Centre for Sustainable Futures, The University of the South Pacific , Suva, Fiji
Salanieta Kitolelei
Affiliation:
Centre for Sustainable Futures, The University of the South Pacific , Suva, Fiji Leibniz Centre for Tropical Marine Research (ZMT), Bremen, Germany
Dominique Pelletier
Affiliation:
UMR DECOD, Ifremer, INRAE, Agrocampus Ouest , Lorient, France
Brian Stockwell
Affiliation:
Centre for Sustainable Futures, The University of the South Pacific , Suva, Fiji
Jasha Dehm
Affiliation:
Centre for Sustainable Futures, The University of the South Pacific , Suva, Fiji
*
Corresponding author: Devavrat Bishwa; Email: devavratbishwa@yahoo.com
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Abstract

Reef passages are ecologically, socio-economically and culturally important habitats in Pacific Island Countries (PICs), yet remain poorly understudied and inadequately documented. We developed and deployed an adapted, low-cost, adjustable, suspended, baited remote underwater video (suspended-BRUV) system, specifically designed to monitor marine species diversity across three reef passages around Ovalau in Fiji, in the southwest Pacific. The suspended-BRUV deployment protocol and design were guided by local ecological knowledge and expertise from local fishers. A total of 36 deployments were conducted across three barrier reef passages, yielding 31 valid videos from which 1,001 individuals representing 60 species across 18 families were identified. Individuals cross-referenced with the IUCN Red List of Threatened Species revealed that two Critically Endangered, three Endangered, four Vulnerable and one Near-Threatened species were observed, demonstrating the effectiveness of this suspended-BRUV system in documenting conservation-relevant taxa. The system’s application demonstrated a strong potential as an effective tool for improving fisher-led biodiversity monitoring, even in highly dynamic environments such as reef passages, while also supporting community engagement, knowledge sharing and informing local management and conservation efforts. This study contributes to highlighting the importance of reef passages as biodiversity hotspots and encourages the need for inclusive, contextualized monitoring of coastal ecosystems.

Vakasama (fijian)

Vakasama (Fijian)

Na daveta kei na icurucuru ni waqa e dau vakayagataki ena Wasa Pasifika. E vanua mareqeti baleta e rawa mai kina na noda vurevure ni ilavo se bula e na veisiga, e vanua era vakararavi kina na veika bula ka tiko talega na kena itukuni makawa se itovo. E dina ni vanua yaga vakalevu na daveta, ia e se bera ni vaka dikevi vakavinaka se volai vakaivola na veika me baleta na kena yaga. Na vakadidike oqo, e vakayagataka na iwalewale ni kena katoni vakaiyaloyalo na veika bula era kune ena loma ni daveta, ka vakayagataka na baca me rawa ni ra volekata mai na ika kei na veika bula ena daveta me ra tabaki. Na vakadidike oqo e katona na iyaloyalo ni veika bula e na tolu na daveta mai Ovalau. Na kena navunavuci mai na iwalewale ni katokatoni oqo e sema ki na nodra kila na dausiwa kei na daununu e Ovalau. E 36 na iyaloyalo era rawa mai ena tolu na daveta. E 31 na iyaloyalo era vakasavasavataki e dikevi ka laurai kina e 1,001 na ika, ra wasei ki na 60 na kenamataqali ka sema ki na 18 na vuvale vaka-ika. Ni ra sa dikevi vakamatailalai na veimataqali ika, e sa qai semati ki na iVola me Baleta na Veika Bula era sa Tekivu Seavu se Kawaboko e Vuravura ka vakatokai na IUCN Red List. Na vakadidike oqo e vakaraitaka na bibi ni kena vakayagataki na iwalewale ni kena katoni vakaiyaloyalo na veika bula ena loma ni daveta ka vukea na kena vakasokomuni na itukutuku me maroroi kina na iyaubula kei na nodra kila na dausiwa se daununu me baleta na daveta e na veiyanuyanu.

Information

Type
Case Study
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
Copyright
© The Author(s), 2026. Published by Cambridge University Press
Figure 0

Figure 1. (A) Location of Fiji. (B) Map of Viti Levu and location of Ovalau, in the Lomaiviti Province. (C) Coloured map borders refer to individual reef passages, and blue points refer to places where suspended-BRUV systems were deployed. Red points indicate the two permanent buoys in Natubari Passage used for vessel navigation. Red border: Toki Passage with 13 deployments; yellow border: Natubari Passage with 13 deployments; purple border: Nalulu Passage with 10 deployments (map created using QGIS v3.44.7; http://www.qgis.org).Figure 1. Long description.

Figure 1

Figure 2. (i) The suspended-BRUV system underwater with (A) a surface buoy (marker for retrieval from the vessel), (B) a sub-surface buoy (holding the frame straight), (C) PVC pipe frames with (D) a GoPro camera inside an underwater housing facing the (E) bait bag; (F) a 22 kg tensile-strength rope runs between the vertical frame pipe connected to the buoys and the (G) weight on the bottom to hold the frame in one location. (L) Arrow showing the frame upwards to the surface and downwards to the weight. (ii) The suspended-BRUV system. (iii) Image captured from video of two grey reef sharks (Carcharhinus amblyrhynchos) swimming towards the bait bag. (iv) Detailed BRUV frame showing the (B) sub-surface buoy holding the frame upright, tied to a 10 m rope running through the vertical PVC pipe tied by a (H) cable tie through a drilled hole. (D) GoPro camera in underwater housing attached to a PVC plain elbow on a PVC handle attached to the main frame by a (I) PVC plain Tee. The (K) horizontal bait arm is connected to the vertical pipe by a (J) PVC plain Tee through which the rope is exiting from below and looped around K to help main stability. (v) Bait bag attached to the pipe through a drilled hole by cable ties, with an (vii) entrance permanently closed and an (vi) open entrance for placing bait that can be closed by cable ties for reusability. Panel (i) by Alexandra Nozik.Figure 2. Long description.

Figure 2

Table 1. Summary of IUCN Red-Listed individuals identified from suspended-BRUVs in the three reef passages, with ‘x’ indicating presenceTable 1. Long description.

Figure 3

Figure 3. Heatmap of 60 species’ relative abundance across the three reef passages. Colour intensity represents the mean MaxN, with lighter shading indicating greater relative abundance recorded at Nalulu, Natubari and Toki reef passages. Species are arranged according to their overall mean MaxN across passages.Figure 3. Long description.

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Author comment: A low-cost and adjustable methodology for surveying marine species diversity within reef passages — R0/PR1

Comments

Devavrat Bishwa,

Centre for Sustainable Futures,

The University of the South Pacific,

Suva, Fiji.

22nd April 2026

Editorial Board

Cambridge Prisms: Coastal Futures

Dear Editorial Board,

On behalf of my co-authors, I am enthusiastically submitting our manuscript titled “A low-cost and adjustable methodology for surveying marine species diversity within reef passages” for consideration as a case study in Cambridge Prisms: Coastal Futures. This study is original, has not been published, and is not under consideration elsewhere. This study was conducted as part of a broader interdisciplinary project investigating the socio-ecological importance of reef passages in Fiji and New Caledonia titled “A Sea of Connections: Valuing Reef Passages in the South Pacific Region” supported by the Agence Nationale de la Recherche (under grant number ANR-23-FRAL-0002-01) and the Deutsche Forschungsgemeinschaft (under grant number DFG-529664738).

Reef passages are ecologically and socioeconomically significant habitats in coral reef systems, yet they remain under documented and underrepresented in biodiversity surveys due to methodological constraints. In this manuscript, we address this limitation by introducing a modified suspended baited remote underwater video (suspended-BRUV) configuration that enables effective sampling in reef passages. This simplified approach is designed with applicability in resource-limited settings, including potential use by students, researchers, local communities and other stakeholders relevant to managing marine species diversity in reef passages. Our results demonstrate that this method can reliably capture diverse and conservation-relevant marine species, including species of ecological and local importance.

I would also like to note that this submission represents my first experience in submitting to a peer-reviewed journal. I have taken great care to ensure the rigor and clarity of the work, and I appreciate your consideration and any feedback that may help improve the manuscript. We believe this study aligns well with the scope of your journal, particularly in advancing accessible and community-relevant marine monitoring methodologies.

Thank you for your time and consideration. We look forward to your feedback.

Sincerely,

Devavrat Bishwa

(On behalf of all coauthors)

Review: A low-cost and adjustable methodology for surveying marine species diversity within reef passages — R0/PR2

Conflict of interest statement

Reviewer declares none.

Comments

Bishwa et al. REVIEW: A low-cost and adjustable methodology for surveying marine species diversity within reef passages

<b>General comments:</b>

The manuscript by Bishwa et al. reports on a field study which developed and tested a suspended BRUV system to document marine taxa present in three reef passages at Ovalau Island, Fiji. This study is timely and the manuscript overall is well-written and scientifically sound. It presents a useful preliminary picture of species present within these passages, particularly at depths which are challenging to survey using traditional field techniques; and is supported by clear, high-quality figures. I have some minor specific comments for the authors to consider to improve readability of the manuscript (see list below). Most of these are suggested corrections in punctuation, grammar and sentence structure; along with a few clarifications on methods. I recommend acceptance for publication with minor revision.

<b>Specific comments:</b>

<b>Abstract</b>

• L13: Please add a comma after the word countries.

• L14: Adding a comma after the word suspended is required.

• L15: Replace the comma with semi-colon after the word system.

• L16: Add the words “in the” southwest Pacific to complete the sentence.

• L18: Suggest adding the word “local” in front of fishers.

• L18: Add a comma after the word altogether.

• L20: Suggest using “cross-referenced” instead of cross-checked.

• L22: Suggesting adding the word “observed” after the word species, to complete the sentence.

• L23. Replace the word species at the end of the sentence with the word “taxa”.

• L25: Add a comma after the word monitoring.

• L29: Monitoring of what exactly? Suggest adding the words “of coastal ecosystems” to complete the statement.

<b>Introduction</b>

• L56: Suggest adding the word “present” after the word communities.

• L62: Are the authors referring to wave energy environments here? If so, it would be helpful to clarify.

• L63: Add a comma after the citation of Whitmarsh et al 2017.

• L68: Commas required after the words hard-to-monitor and endangered.

• L68: Replace comma after Dehm et al 2025 citation with a semi-colon.

• L73: Suggest replacing the words “high-cost” with the word “expensive”.

• L78: Suggest adding the word “effective” in front of field of view.

• L86: Add a comma after the word robust.

• L87: Suggest replacing the word around with the words “along the coastline of”. Currently the sentence reads across as being too conversational for an academic publication.

• L87: It is unclear which protocol the authors are referring to here, I assume this is the deployment programme (i.e. site selection) for BRUV deployment? Please clarify.

• L88: Following on from the previous comment, perhaps revise this sentence to eliminate ambiguity. Perhaps something along the lines of “Innovations of the BRUV system developed in this study included basic principles…, but positioned the camera….” It needs to be clear how this new system differed from a standard BRUV set up.

• L91: Suggest replacing the word real with “practical”.

• L94: Suggest replacing the word introduces with “reports development of”.

• L96: A semi-colon is required after the word considerations.

• L99: A hyphen is required between the words similarly and challenging.

• L103: The word “fishery” is required in front of management.

<b>Material and Methods</b>

• L110: A comma is required after the word southeast.

• L113: The words “which were” are required in front of selected.

• L115: Consider adding the word local here when referring to “knowledge holders”?

• L120: Suggest replacing “around” with “on”, and “on the south” with “towards the south”.

• L121: Add “zone” or “area” after the word tabu to complete the sentence.

• L141: Add the word “the” after the word showing.

• L141, 142 and elsewhere in the manuscript: Float or buoy instead of “floater”?

• L144: Is the 22Kg referring to rope tensile strength?

• L145-146: Suggest replacing “to” with “towards”.

• L146, 147, 148 and elsewhere in the manuscript: Suggest eliminating the word “realtime”, as it is not happening right now, i.e. in the present moment. It is sufficient to state that it is an “underwater image of xyz”.

• L157-158: It is unclear whether multiple cameras were installed on a single BRUV or single units. I assume the latter, in which case it would be helpful to state how many units were constructed at the beginning of L157 and also earlier at L129.

• L165-175: Replace “is” with “was”. Reporting of methods is always in past tense.

• L171: The word “is” is not required.

• L173: It would be helpful to state the weight of the concrete block in brackets.

• L175: Suggest rephrasing to “for flexibility in near-benthic, mid-water…”

• L179: Benthos instead of “benthic”?

• L180: Suggest stating “selected” instead of decided.

• L181: Suggest adding the words “prevailing weather and sea conditions…”.

• L182: Suggest using the word “obtain” instead of “get”, as it reads across as less informal in standardised scientific reporting language.

• L184: The vessel was moved away?

• L185: Consider rephrasing to: “standardised to record at 1920×1080p resolution with a linear frame at 30 FPS”.

• L191: “Observed” instead of seen.

• L197: Suggest adding: “most precise taxonomic level possible”.

• L201: Suggest adding: “In such cases, footage hue, brightness…”.

• L217: “achieved using the” instead of “from the”.

<b>Results</b>

• L225: Do the authors mean a total of 36 deployments were carried out using the five systems?

• L226: Might be good to clarify that 31 deployments generated footage where marine taxa were able to be identified.

• L231: Red-listed instead of Red List?

• Reference to Table 1 – L521 (Sub-line 14-15): Consider adding entries for the Fijian names for Hammerhead Sharks: Qio mataitaliga and Nailobaloba alongside the anglicised Qio ulutuki. See for reference (1) https://socpacific.link/wp-content/uploads/2026/02/DEV_Table-2.pdf and (2) https://pollex.eva.mpg.de/entry/mata-qi-taliga/

• L235: Could shorten this sentence to “Of the 36 deployments…”.

<b>Discussion</b>

• Whole section. Given the overall short length of the manuscript, the authors may wish to write this section as a combined Discussion and Conclusion section, to preserve seamless presentation of ideas. This will simply mean merging the two sections, if permitted under the journal’s guidelines.

• L256: Suggest replacing “addresses” with “reports”.

• L261: “such as that by” is redundant, and can be replaced by “e.g.”.

• L266: Remove “of”.

• L271: Suggest including “in the surveyed passages…”.

• L273: Suggest starting the sentence with “The three reef passages…” as they are being compared.

• L274: “largely due to the presence of schooling species…”.

<b>Conclusion</b>

• L292: Consider rephrasing to “study” rather than “experiment”.

• L292-294: Deployments at varying depths is an important outcome of the study. Consider adding a few words at L225 to report how many deployments were carried out at which depth ranges, e.g. 12-20m, 20-40m, 40-64m. This communicates the versatility of the system.

• L298: Comma required after the word conventional.

• L298: Does “bottom mounted” refer to systems deployed onto benthic substrates? Consider clarifying.

• L300: Suggest re-couching the stereo BRUV statement as an opportunity for further development of the system in the future, rather than a direct limitation. It reads as somewhat disjointed from the previous text in its current form. There will always be a trade-off between a more portable, easily deployable system focussing on species abundance and identification, vs. a more cumbersome set up that can capture more data (e.g. fish lengths).

• L309: Ecological assessments instead of assessment.

• L319: Would help vs. helps. Use future tense for outlining recommendations.

Review: A low-cost and adjustable methodology for surveying marine species diversity within reef passages — R0/PR3

Conflict of interest statement

Reviewer declares none.

Comments

Reviewer Comments

Overview

This manuscript introduces a low-cost adaptation of mid-water BRUVS, designed to be deployed in dynamic ocean environments such as reef passages. The work is novel, and I believe that the adaptation of BRUVS to sample new marine habitats is an important contribution to the literature.

The strengths of this paper are the deployment of low-cost mid-water BRUVS in a novel location (reef passages and reef slopes); the findings on the marine communities of these locations; and a focus on threatened species. I feel that these strengths could be better presented with some edits to the structure, as well as more focus on the input from key knowledge holders.

Sampling design and analysis

I have serious concerns about the lack of standardisation in BRUVS deployment and analysis. BRUVS deployment times are not standardised, with analysis being conducted on deployments ranging from 40 to 75 minutes. The data appear to have been analysed at deployment level, which means that the richness on one 40 minute sample could potentially be compared with another sample almost twice as long. It is well-established in the literature that BRUVS analysis is standardised (typically at 60 or 120 minutes), and the authors have not justified the lack of standardisation.

Similarly, distance between BRUVS was not standardised, and was “opportunistically decided depending on conditions and passage profile”. There should always be a minimum distance between BRUVS deployments, particularly in open-water environments where highly mobile species could be attracted by the bait plume of one BRUV, and then move to the next one in close proximity. Perhaps there was a minimum distance, but this is not clear in the manuscript and raises more questions about the study.

Novelty of the method

I am also not sure that this method is as novel as the authors suggest, but I still believe their adapted BRUVS for reef passages are an important contribution to the field. One of the key advantages of BRUVS is the ability to adapt them for different environments, from lakes to seamounts to the mesophotic zone. Even suspended “mid-water” BRUVS have been adapted for a range of environments and water depths (e.g. Heagney et al. 2007, Letessier et al. 2013, Bouchet et al. 2018, Espinoza et al. 2020, van Elden et al. 2022, Rastoin-Laplane et al. 2026).

I would just suggest the authors acknowledge the widely established use of suspended mid-water BRUVS, and highlight how they have adapted these BRUVS for a novel environment that is difficult to study.

Recommended revisions

I believe this paper would be suitable for publication, if the above concerns are adequately addressed. My recommended revisions to address these issues are as follows:

1. Re-structure the Introduction to separate the method (BRUVS) from the location (reef passages). The method should focus on suspended BRUVS, where they have been deployed, and how the BRUVS used in this study are different. I would like to see more emphasis on why reef passages are ecologically important yet understudied, which is currently limited to a few lines at the end of the first paragraph.

2. Re-analysis of the data to standardise deployment time across all usable deployments, with justification as to why that deployment time was chosen. This is critical to the manuscript being suitable for publication.

3. An assessment of the distances between deployments, which is typically standardised at 200-500 m for BRUVS. This will likely also require re-analysis. Should the authors choose a smaller distance, this needs to be justified in the context of existing BRUVS literature to ensure samples are independent. I would suggest also testing for spatial autocorrelation across your metrics.

4. A more minor change, but the role of key knowledge holders from the community is underexplored. I believe this is an important part of this study, that should be expanded in the revision process.

Recommendation: A low-cost and adjustable methodology for surveying marine species diversity within reef passages — R0/PR4

Comments

Thank you for submitting your manuscript, which has now been evaluated by two reviewers. Both reviewers found the study to be timely and recognized the value of adapting a low-cost suspended BRUV approach for surveying marine communities in reef passages. They agreed that the study makes a useful contribution to the field and provided a number of constructive suggestions to strengthen the manuscript.

Although the reviews were generally positive, Reviewer 2 raised methodological concerns that should be addressed and will strengthen the manuscript. For this reason, I am inviting you to submit a major revision. I encourage you to carefully consider all of the reviewers’ comments, particularly Reviewer 2’s recommendations regarding the methodology, as well as the suggestions to improve the framing of the study, clarify the novelty of the methodology, and strengthen the presentation of the manuscript.

I believe the manuscript has merit, and I look forward to receiving your revised submission

Decision: A low-cost and adjustable methodology for surveying marine species diversity within reef passages — R0/PR5

Comments

No accompanying comment.

Author comment: A low-cost and adjustable methodology for surveying marine species diversity within reef passages — R1/PR6

Comments

Response to Reviewers and Editorial Office

Manuscript title:

A low-cost and adjustable methodology for surveying marine species diversity within reef passages

Manuscript ID:

CFT-2026-0019

Corresponding author:

Devavrat Bishwa

Dear Editor,

We thank you, the Editorial Office, and both reviewers for the constructive comments on our manuscript. The manuscript has significantly improved after incorporating all editorial and reviewer suggestions. We are pleased to re-submit our carefully revised manuscript in response to each reviewer’s point. The main revisions include: re-analysis of the results section, where we removed any inferential statistics as the main goal of this study was not to compare species diversity between reef passages, but rather to present the construction of a simple, low-cost, methodological proof-of-concept for surveying marine taxa in reef passages; strengthening the discussion and introduction sections; providing the distance between BRUV deployments. The word count for the main text has increased from the original submission (~2990 words) after incorporating all the reviewer suggestions and references (now, ~3631 words).

Kindly find attached, the point-by-point response to the reviewer comments and suggestions. Reviewer comments are reproduced in bold, followed by our response. Where relevant, we indicate the changes made in the revised manuscript.

Sincerely,

Devavrat Bishwa, on behalf of all coauthors.

Review: A low-cost and adjustable methodology for surveying marine species diversity within reef passages — R1/PR7

Conflict of interest statement

Reviewer declares none.

Comments

The authors have substantially improved the manuscript following revision. I recommend that it be accepted for publication.

Review: A low-cost and adjustable methodology for surveying marine species diversity within reef passages — R1/PR8

Conflict of interest statement

Reviewer declares none.

Comments

The authors have significantly improved the manuscript since the last submission. Importantly, the manuscript is now framed as a proof-of-concept for low-cost mid-water BRUVS, as well as an initial report on the marine species diversity associated with reef passages. My major concerns have all been addressed in the revision and I support the acceptance of this manuscript.

Recommendation: A low-cost and adjustable methodology for surveying marine species diversity within reef passages — R1/PR9

Comments

Thank you to the authors for the thorough revisions. I appreciate the care taken to address the feedback raised by the reviewers. I have noted a few additional minor revisions below that you may wish to consider to improve readability, but overall, the manuscript is in strong shape.

Impact Statement: I suggest a careful reread of the Impact Statement for grammar and clarity. For example:

-Lines 3-6: I suggest editing the sentence to avoid implying that stewardship, awareness, and inclusivity were already demonstrated (before the study is even introduced). I would suggest: “By adapting and simplifying a conventional ecological method, i.e., baited remote underwater video (BRUV) surveys, for implementation in reef passages by local actors, stewardship, awareness, and inclusivity across genders and age groups can be encouraged at the local level.”

-Line 8: Remove the comma after “biodiversity.”

-Line 8: Remove “the” from “In the Pacific Island countries…” (i.e., so it reads: “In Pacific Island countries…”).

-Lines 11-13: The sentence beginning “In this study, valuing and integrating…” feels a bit grammatically awkward. Consider revising for clarity – e.g., “In this study, integrating local fishers’ traditional and ecological knowledge of three reef passages around Ovalau Island in Fiji with respective BRUV surveys created a more meaningful dataset than either method alone would have achieved.” – but also consider the broader framing of this sentence, as noted below

-Lines 14-18: “…pragmatically evolve to include traditional and local ecological knowledge through citizen science…” is somewhat awkward (because “methods” are the subject of “evolve”) while the intended meaning appears to be that methods can be adapted to incorporate local/traditional knowledge. One suggested edit could be: “…be adapted to incorporate traditional and local ecological knowledge through citizen science,…”

More broadly, you could consider revisiting the framing of the Impact Statement to ensure that it reflects the primary contributions of the study. In particular, the statement that integrating local fishers’ knowledge with BRUV surveys “created a more meaningful dataset than either method alone would have achieved” somewhat implies a comparative assessment/outcome that is not directly evaluated in the study. To me, the discussion more-so emphasizes the complementary nature of local ecological knowledge and BRUV observations, as well as the potential of the adapted suspended-BRUV system to support community-led biodiversity monitoring, knowledge sharing, and local management and conservation. You could consider reframing the Impact Statement to more directly reflect these contributions.

Introduction, Line 95: Please check the placement of the Fisher et al. (2018) citation in this sentence. The sentence is introduced as a description of Breckwoldt et al. (2022a), so it is unclear what statement the Fisher et al. (2018) citation is intended to support.

Materials and Methods, Line 311: Please double-check the use of the asterisks around “date” in this sentence, as it is unclear what they are intended to emphasize or represent.

Decision: A low-cost and adjustable methodology for surveying marine species diversity within reef passages — R1/PR10

Comments

No accompanying comment.