DISTRICTHIVERESEARCH LABS

Instruments & methods

Every data point in the programme, the named instrument that produces it, how its data reaches this platform, and where it lives on this site. Nothing collected is unaccounted for.

StreamInstrument (source)Data pathCadencePageModeVisibility
ConductivitySolinst Levelogger 5 + LevelSender 5 · sourceCellular email/FTP360 minaquiferPLACEHOLDER DATApublic
Groundwater levelSolinst Levelogger 5 + LevelSender 5 · sourceCellular email/FTP360 minaquiferPLACEHOLDER DATApublic
Groundwater temperatureSolinst Levelogger 5 + LevelSender 5 · sourceCellular email/FTP360 minaquiferPLACEHOLDER DATApublic
Arrival travel emissionsHiveMind platform (built in-house)Native platform metrics60 minresourcesPLACEHOLDER DATApublic
Energy per guest-nightHiveMind platform (built in-house)Native platform metrics60 minresourcesPLACEHOLDER DATApublic
OccupancyHiveMind platform (built in-house)Native platform metrics60 minresourcesPLACEHOLDER DATApublic
Waste per guest-nightHiveMind platform (built in-house)Native platform metrics60 minresourcesPLACEHOLDER DATApublic
Water per guest-nightHiveMind platform (built in-house)Native platform metrics60 minresourcesPLACEHOLDER DATApublic
Machine-hours (day)Site diary + machine logManual entry + telemetry1440 minconstructionPLACEHOLDER DATApublic
Vocal activity index · controlCellular streaming eco-acoustic recorderMobile network → cloud API60 mincontrolPLACEHOLDER DATApublic
Research consent uptakeConsented measures, irreversibly aggregatedAggregation pipeline; no person-level data10080 minwellbeingPLACEHOLDER DATApublic
Resting HR change, cohort meanConsented measures, irreversibly aggregatedAggregation pipeline; no person-level data10080 minwellbeingPLACEHOLDER DATAkeyed API
WHO-5 change, cohort meanConsented measures, irreversibly aggregatedAggregation pipeline; no person-level data10080 minwellbeingPLACEHOLDER DATAkeyed API
Oracle sessions (day)Grímnir session log (built in-house)Native platform log1440 minheritagePLACEHOLDER DATApublic
Dawn chorus intensityAutonomous acoustic recorders + BirdNET pipelineSD ingest on monthly round; status via app60 minbirdsPLACEHOLDER DATApublic
Species detected (day)Autonomous acoustic recorders + BirdNET pipelineSD ingest on monthly round; status via app60 minbirdsPLACEHOLDER DATApublic
Vocal activity index · impactAutonomous acoustic recorders + BirdNET pipelineSD ingest on monthly round; status via app60 minbirdsPLACEHOLDER DATApublic
Biotic events (day)Ocean Sonics icListen HF · sourceEthernet, live to site LAN60 minmarinePLACEHOLDER DATApublic
Sound pressure levelOcean Sonics icListen HF · sourceEthernet, live to site LAN60 minmarinePLACEHOLDER DATApublic
Dissolved oxygenIn-Situ Aqua TROLL 600 + VuLink · sourceCellular → HydroVu API60 minwaterPLACEHOLDER DATApublic
Lagoon temperatureIn-Situ Aqua TROLL 600 + VuLink · sourceCellular → HydroVu API60 minwaterPLACEHOLDER DATApublic
pHIn-Situ Aqua TROLL 600 + VuLink · sourceCellular → HydroVu API60 minwaterPLACEHOLDER DATApublic
SalinityIn-Situ Aqua TROLL 600 + VuLink · sourceCellular → HydroVu API60 minwaterPLACEHOLDER DATApublic
TurbidityIn-Situ Aqua TROLL 600 + VuLink · sourceCellular → HydroVu API60 minwaterPLACEHOLDER DATApublic
Path passes (day)Eco-Counter PYRO-Box Evo · sourceCellular → Eco-Visio API1440 minfootfallPLACEHOLDER DATApublic
Shore path passes (day)Eco-Counter PYRO-Box Evo · sourceCellular → Eco-Visio API1440 minfootfallPLACEHOLDER DATApublic
Night-sky brightnessUnihedron SQM-LE · sourceEthernet, polled nightly1440 mindarkskyPLACEHOLDER DATApublic
Air temperatureDavis Vantage Pro2 + WeatherLink Live · sourceWeatherLink v2 API10 minweatherPLACEHOLDER DATApublic
Rain (hour)Davis Vantage Pro2 + WeatherLink Live · sourceWeatherLink v2 API10 minweatherPLACEHOLDER DATApublic
Solar radiationDavis Vantage Pro2 + WeatherLink Live · sourceWeatherLink v2 API10 minweatherPLACEHOLDER DATApublic
Wind speedDavis Vantage Pro2 + WeatherLink Live · sourceWeatherLink v2 API10 minweatherPLACEHOLDER DATApublic
Wildlife detections (day)Thermal network cameras (PoE/ONVIF)PoE LAN; detections to platform60 mincamerasPLACEHOLDER DATApublic

The full procurement schedule with selection rules is Annex C of the research plan. Restricted rows exist where partner embargoes or sensitive locations apply; they are accounted for here rather than hidden silently.