Researcher data platform
Preparing the research workspace...
Checking your account, then loading station, species, detection, audio and privacy metadata.
Research access required
This area is for approved researchers
Please sign in with an approved researcher or S.W.A.N. admin account.
Researcher data platform
Network evidence, not a school dashboard.
Explore the S.W.A.N. acoustic dataset by species, station, confidence, location, time period, source and privacy/audio state. This view is designed for evidence review, export and network quality monitoring.
Signed in as
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Total observations
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Dataset span loading.
Last 30 days
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— in the last 24h.
Stations
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Network health loading.
Species observed
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Recent species loading.
Average confidence
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Observations/day
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Public audio
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Privacy blocks
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Temporal coverage
Daily observations, last 30 days
Data quality
Confidence bands
Detection source
Source breakdown
Audio/privacy state
Audio availability
Site context
Observations by site type
Diurnal pattern
Activity by hour, last 30 days
Coverage watchlist
Stations needing review
Flags include missing check-ins, missing coordinates or long gaps with no detections.
Most active birds
Top species, last 30 days
Most active locations
Top stations, last 30 days
Detection explorer
Filter, inspect and export observations
Latest records will appear below.
Station catalogue
Locations, equipment and coverage
For each station: site context, coordinates, node health, detections, species richness and recent activity.
Species catalogue
Bird records, profiles and observation coverage
Observed species are prioritised by detection count, with taxonomy/profile fields shown where available.