Coral Reef Diagnostics

Maldives - Vaadhoo Caves

Reef Check Foundation
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05
Photo: Anderson Mayfield/Coral Reef Diagnostics
Country
Survey date(s)
2017-05-16
Coordinates
4.1270, 73.4540
Coral cover
4.7%*
Claude computer vision (18 edited photos) · other methods below · median 0.0%
*Based on only 18 reef-habitat photos; this estimate is less certain.
Observations
Heat stress
Most recent heat load record
26 Oct 2026 · Bleaching Watch
5-year thermal stress load
5-year mean max. degree heating weeks (DHW)
2021–2025
NOAA Coral Reef Watch — Maldives virtual station
i 5-year mean max. DHW is the mean of the annual maximum DHWs over the five complete years named above, not conditions today.
More infoMaldives (NOAA CRW virtual station)
Photographs
23
21 shown on this page
Site summary
Read this summary in:

A wall dive built around shadowed overhangs fringed in pale lavender soft corals, more about topography and current-fed fish life than coral cover.

Max. depth dived
32 m
sample-sheet maximum
Sea surface temp. (satellite)
30.0°C
satellite sea surface temperature (SST) on the survey date (NOAA Coral Reef Watch, Maldives), not an in-water reading; it is the warmest-pixel (90th percentile) reading in the station area and can run 1–1.5°C above the reef

Nine independent survey stations shown with the program’s logo — click one to see how far it is from this site.

11 of the 21 photographs on this page are shown beside the text that discusses them under "Site description" below.

3689111316171819

Photo credit & attribution

Site description

Setting

An early-morning drop onto a steep wall notched with deep, shadowed overhangs — the "caves" — each one trimmed along its lip with a frilly fringe of pale lavender soft corals that seem to glow against the dark (e.g., Image 2, Image 5).

This is a topography dive: divers hang off the edge for scale, sunbeams rake past the ledges, feather stars and bushes compatible with black coral cling to the face, and clouds of small orange basslets stream along the drop-off where the current delivers breakfast (e.g., Image 1, Image 4, Image 10, Image 12, Image 14, Image 20).

Coral cover

Stressors

During a crown-of-thorns removal survey in May 2017, divers from Coral Reef CPR and Carpe Diem Maldives removed four crown-of-thorns starfish from this reef (Anderson's field sheet; Coral Reef CPR 2017).

Fish and other fauna

Inside one cave mouth, a school of silvery fish mills in the gloom like static on an old TV (e.g., Image 7).

The morning's strangest guest was a remora, caught mid-water threading through a shoal of fusiliers with no shark, no turtle, no host in sight — just a hitchhiker between rides, photographed at the moment of unemployment (e.g., Image 15, Image 21).

Comparisons with other data

Montefalcone et al. (2020) surveyed a station named Vaadhoo Caves, 0.74 km away. Within 5 km, nine independent stations recorded station-year means of 8.8–48% hard coral cover between 2011 and 2019; the nearest, Reef Check at Vadhoo Caves, 0.32 km away, read 13% in 2018.

CV model comparison

Mean 4.7%, median 0.0% across 18 photos.
More infoA few colony-focused photos raise the mean; the median is the typical photo. No computer-vision method yet estimates coral cover accurately on new images, so treat this as indicative rather than a measurement; it is revised as the methods improve.
Headline: Claude computer vision, a blind point count of this site's own photographs.
More infoOther rows are for comparison only and are never averaged. No diver transect exists for these photos, so agreement between rows is not accuracy.
MethodHard coral cover (%)Photos (n) ± SE
In-house DINOv37.3
CoralSCOP edited14.8
Claude (edited photos)4.7*n = 18 · SE 2.3

The two computer-vision methods differ by 7.5 pp (7.3–14.8%) and read 2.6–10.1 pp above Claude's blind point count (4.7%); the headline is Claude's blind point count because no transect or manual count exists here.

*Based on only 18 reef-habitat photos; this estimate is less certain.

Independent surveys nearby

Data availability near this site
Agency / programYear(s)Stations / distanceLink
Montefalcone et al. (2020)2017–20192 stations, 0.74–3.85 kmRecords ↓
Reef Check2011–20195 stations, 0.32–3.96 kmRecords ↓
Surveyor not identified2011–20121 station, 1.94 kmRecords ↓
XL Catlin Seaview Survey2015–20171 station, 1.80 kmRecords ↓
Hard coral cover over time — this site and every independent station within 5 km. Programs are shown separately because they use different methods at different stations; the lines are not one comparable series.
0%12%24%36%48%201120152019Surveyor not identified 2011: 26%Surveyor not identified 2012: 40%Reef Check 2011: 12%Reef Check 2012: 38%Reef Check 2017: 9.4%Reef Check 2018: 13%Reef Check 2019: 8.8%XL Catlin Seaview Survey 2015: 14%XL Catlin Seaview Survey 2017: 9.1%Montefalcone et al. (2020) 2017: 22%Montefalcone et al. (2020) 2018: 23%Montefalcone et al. (2020) 2019: 48%Coral Reef Diagnostics 2017: 4.7%Year-averaged across all programs: illustrative only; the programs differ in stations and method, so no trend is claimed (6 years)
Surveyor not identified Reef Check XL Catlin Seaview Survey Montefalcone et al. (2020) Coral Reef DiagnosticsYear-average (illustrative only, programs differ)

Within 5 km, 9 independent survey stations recorded hard coral cover in 19 records between 2011 and 2019. Of the 3 stations surveyed in more than one year, 1 was scored by divers or by people annotating photographs: increased by 26 points between its first and latest surveys. The other 2 were scored by automated image analysis: 1 increased (by 14 points), more than the 7-point method-noise floor; 1 changed by 7 points or less, inside the 7-point method-noise floor (inconclusive). Two stations have the longest records (2 years each); one, transect 37037 (XL Catlin Seaview Survey, 1.80 km away), went from 14% in 2015 to 9.1% in 2017. The most recent nearby survey is from 2019, so these values predate recent heat stress. This site's own estimate (4.7%) sits 4.4 points below the range of these station-year means up to 2 km away (9.1–40%), inside the 7-point method-noise floor (inconclusive); the methods differ, so the comparison is context, not a like-for-like test.

Collected by other programs using different methods (Reef Check uses point-intercept transects; the XL Catlin Seaview Survey uses photo-transects with automated image annotation), so these are context for the figures above, not a like-for-like comparison. Where a station was surveyed more than once, the cell shows either the range of its values or, as a single value, the mean of surveys made in one year. Station names are not dive-site names.

Independent survey data near this site
AgencySite / locationDateHard coral cover (%)DistanceLink
Surveyor not identifiedEmboodhoo2011–201226–40% (range of yearly means; 4 records)1.94 km—
Reef CheckLaguna Beyru House Reef201112%, mean of 3 surveys (5.5 m, 8 m, and 10 m)3.96 km—
Reef CheckEmbudhoo201238%, mean of 2 surveys (5 m and 10 m)1.86 km—
XL Catlin Seaview Surveytransect 370372015–20179.1–14% (2 surveys)1.80 kmdoi:10.14264/uql.2019.930
Reef CheckEmbudhu (South Male)20179.4%1.72 km—
Montefalcone et al. (2020)Velassaru2017–201922–48% (range of yearly means; 2 records)3.85 kmdoi:10.3389/fmars.2020.00587
Reef CheckVadhoo Caves201813%, mean of 2 surveys (5 m and 10 m)0.32 km—
Montefalcone et al. (2020)Vaadhoo Caves201823%0.74 kmdoi:10.3389/fmars.2020.00587
Reef CheckVellassaru beyru20198.8%, mean of 2 surveys (5 m and 10 m)3.47 km—

Data & links

All images from Coral Reef Diagnostics. Data are from Coral Reef Diagnostics and the organizations named in the data sources above.

© Coral Reef Diagnostics.

References

  1. Montefalcone M, Morri C, Bianchi CN (2020). Influence of Local Pressures on Maldivian Coral Reef Resilience Following Repeated Bleaching Events, and Recovery Perspectives. Frontiers in Marine Science 7:587. PDF
  2. Coral Reef CPR & Carpe Diem Maldives Pvt. Ltd. (2017). Crown-of-thorns starfish removal report, North and South Malé Atolls, 13-20 May 2017. PDF
  3. Gonzalez-Rivero M, et al. (2019). Seaview Survey photo-quadrat and image classification dataset. The University of Queensland (UQ eSpace) data collection. DOI