Flaurora · Data Quality & Telemetry

Data health, confidence & source validation.

Flaurora separates event status from evidence confidence. Every score on the index is audited for source attribution, observation freshness, and fallback transparency. Last computed 9 Nov 2026, 08:38 UTC.

Attributed source coverage

100%

61 of 61 routes cite authoritative data sources

Live observation & forecast share

38%

0 observation · 23 forecast · 38 climatology

Active in-season destinations

13 / 61

Currently emerging, developing, approaching peak, at peak, or declining

Feed fallback rate

1 route(s) currently using fallback climatology

Confidence distribution

Confidence is assigned independently from readiness score based on feed coverage and sensor type.

High confidence: 14 routes
Medium confidence: 8 routes
Low confidence: 39 routes

Evidence & data types

Historical seasonality is never presented as a live observation without telemetry.

Observation: 0 routes
Forecast: 23 routes
Historical estimate: 38 routes

Coverage by discovery category

Category	Rollout stage	Tracked routes	Active in season	Live feed routes	Mean readiness
Bloom and foliage	MVP Live	30	0	1	2
Sky and atmosphere	MVP Live	10	5	10	31
Wildlife	MVP Live	6	1	2	5
Oceans and waters	MVP Live	8	3	6	6
Earth and landscapes	MVP Live	7	4	4	20

Routes with active feed limitations (1)

Monterey Bay Submarine Canyon, United States · Whale Migration & Coastal Sightings
Temperature coverage for this window is partial.
Declining · Low confidence

Phase 3 · Validation & roadmap priorities

Which phenomena and destinations should Flaurora track next?

Community Prioritisation

We only launch a phenomenon once we can verify an authoritative observation or forecast feed. Vote on candidate Phase 4 categories below or suggest a specific destination for source validation.

Oceans & watersPhase 4 Candidate

Snowmelt Waterfalls & River Peak Flow

Yosemite Valley, Lauterbrunnen, and Nordic snowmelt discharge peaks in late spring.

Target feed: USGS National Water Information System (NWIS) streamgauges

Earth & landscapesPhase 4 Candidate

Volcanic Activity & Geothermal Landscapes

Official alert levels, aviation color codes, and safe viewing perimeters.

Target feed: USGS Volcano Hazards Program & IMO Iceland official advisories

WildlifePhase 4 Candidate

Whale Migration & Coastal Sightings

Humpback, gray, and southern right whale coastal migration corridors.

Target feed: NOAA Fisheries, Happywhale & regional marine sanctuaries

Oceans & watersPhase 4 Candidate

Marine Bioluminescence Bays & Shores

Dinoflagellate and ostracod dark-moon windows in Puerto Rico, Tomales Bay, and Jervis Bay.

Target feed: New-moon ephemeris, SST anomalies & reserve monitoring

WildlifePhase 4 Candidate

Synchronous Fireflies

Great Smoky Mountains, Congaree, and Japanese genji-botaru river valleys.

Target feed: Accumulated GDD (base 10°C) & NPS park lottery windows

Oceans & watersPhase 4 Candidate

Glacier Calving & Seasonal Lake Ice

Perito Moreno, Ilulissat Icefjord, and Lake Baikal winter freeze/breakup.

Target feed: NSIDC, Copernicus cryosphere & national park ice telemetry

Request a destination or phenomenon

Tell us what natural event you are planning around and how you use Flaurora.