Experimental prototype — not an official warning system

Monkey Mia

Gascoyne, WA · Shire of Shark Bay · Relative human–shark interaction conditions

← WAGascoyneMOCKAssessed 10 Nov 2026, 3:02 pmModel 0.1.0-dev
Current state
MODERATE26.5/100

Experimental · uncalibrated

Confidence: MODERATE(58%)

Evidence freshness: 10 Nov 2026, 3:02 pm

Dominant evidence class for the index: Environmental habitat suitability

Why?

  • •No live shark detections — this is not an operational alert
  • •Water temperature (~21.9°C) favours tiger shark thermal suitability

Shark interaction risk is assessed as MODERATE (public index 26.5/100) with moderate combined confidence. Primary drivers: No live shark detections — this is not an operational alert; Water temperature (~21.9°C) favours tiger shark thermal suitability. No live shark-detection feed is connected. This is an experimental development assessment, not an operational warning. Always follow lifeguard instructions, beach closures, and official WA SharkSmart / DPIRD advice. vShark is not a government or SLSA product.

Location map

Species conditions

Great white sharkPs 0.42 · contrib 0.104
Thermal 0.26 · Detection 0.00
Bull sharkPs 0.50 · contrib 0.100
Thermal 0.35 · Detection 0.00
Tiger sharkPs 0.64 · contrib 0.287
Thermal 0.68 · Detection 0.00

Subtropical / tropical western hypothesis: tiger and other warm-water species are expected to weigh more than on the south coast. Hypothesis to be tested — not a claim of current dominance.

Recent detections / sightings

No shark observations are stored for this location. That is a data gap, not evidence that sharks are absent. SharkSmart WA is not machine-connected.

CACHED rows are curated public notices, not a live tagged-shark feed, and do not enter the 0–100 as live detections.

Environmental state

No environmental observations stored yet. Open-Meteo ingest writes to a regional centroid.

Human exposure

Class
estimated
Popularity proxy
high
Model exposure
0.45

Activity classes: swimming

Estimated, not observed counts. No false precision.

Persistent spatial context

  • beach
  • lagoon
  • seagrass

Geomorphology is persistent context, not a transient observation.

Data gaps

  • turbidity proxy
  • live detections
  • recent detections

Missing data reduces confidence; it does not mean low risk.

Nearby locations

Data coverage

Where vShark knows little is as important as where it knows more. Missing coverage does not mean low risk.

  • Shark observation coverageNONE

    SharkSmart WA / DPIRD detections are not machine-connected. No live tagged detections in vShark.

  • Ocean coverageMODERATE

    Open-Meteo marine SST and wave height at a regional centroid — not a beach sensor.

  • Weather coverageMODERATE

    Open-Meteo forecast weather at a regional centroid.

  • Ecology coverageLOW

    No live prey, whale, seal or productivity feed. Seasonal notes are hypotheses or climatology.

  • Human exposure coverageLOW

    Estimated from popularity class, weekday/weekend and swell. Not a head-count.

  • Sensor coverageNONE

    No acoustic, camera, drone or eDNA adapters connected.

  • Historical coverageLOW

    Incident reconstructions are added as frozen validation cases, not a complete history.

NOW / HISTORY — recent assessments

Append-only model outputs. New model versions do not rewrite these rows.

WhenBandIndexConfidenceModel
10 Nov 2026, 3:02 pmMODERATE26.5MODERATE0.1.0-dev
10 Nov 2026, 11:42 amMODERATE26.5MODERATE0.1.0-dev
10 Nov 2026, 11:06 amMODERATE26.7MODERATE0.1.0-dev
9 Nov 2026, 6:49 pmMODERATE26.9MODERATE0.1.0-dev
9 Nov 2026, 2:02 pmMODERATE26.9MODERATE0.1.0-dev
9 Nov 2026, 7:53 amMODERATE35.6MODERATE0.1.0-dev
9 Nov 2026, 4:54 amMODERATE35.6MODERATE0.1.0-dev
9 Nov 2026, 2:23 amMODERATE36.1MODERATE0.1.0-dev
8 Nov 2026, 9:29 pmMODERATE36.1MODERATE0.1.0-dev
8 Nov 2026, 6:54 pmMODERATE36.1MODERATE0.1.0-dev
8 Nov 2026, 4:57 pmMODERATE35.6MODERATE0.1.0-dev
8 Nov 2026, 12:24 pmMODERATE35.6MODERATE0.1.0-dev
8 Nov 2026, 7:15 amMODERATE36.4MODERATE0.1.0-dev
7 Nov 2026, 5:43 pmMODERATE36.4MODERATE0.1.0-dev

Evidence hierarchy

  1. Direct recent detection — Tagged receiver, verified instrument detection, or equivalent in the relevant window.
  2. Verified sighting — Sighting confirmed by a responsible authority or trained observer.
  3. Multiple corroborated observations — Independent reports that agree in space and time.
  4. Strong ecological proxy — Prey aggregation, carcass, or similar with documented association — still a proxy.
  5. Environmental habitat suitability — Temperature, depth, and similar suitability — not presence.
  6. Historical seasonal association — Climatology / phenology prior. Not a live observation.
  7. Long-term background prevalence — Baseline occurrence in the region. Weakest for now-casting.

Methodology

Relative interaction risk, not attack probability. Official advice outranks this page. Methodology · Data sources