Sample Preview · aurorascout

AuroraScout — Northern-Lights Viewing & Aurora-Tourism Site Index

Every lodge, tour operator, and tourism board chasing the northern lights has to answer one brutally specific question: where should a guest stand, and in which months, to actually see them? The free sources that could answer it sit in four unconnected silos. AuroraScout scores a curated set of 158 high-latitude viewing sites across 10 countries by fusing auroral reach (geomagnetic latitude vs the Kp-driven oval), clear-sky odds (30-year cloud climatology), darkness (astronomical night length × a sky-darkness proxy), and accessibility (nearest scheduled airport) into one deterministic 0–1 composite — then ranks every site and breaks it down month-by-month. The result is a clean best-place / best-season table that no single public source exposes on its own.

Preview-only page. It shows the structure and capability of this dataset using a limited, representative sample. The composite ranking score and its four weighted sub-scores — auroral reach, clear-sky odds, darkness, and accessibility — the sellable columns — are withheld, and the full dataset is not downloadable here. It is provided separately after licensing.

Coverage & headline figures

Built from four free, keyless, public sources and fused into one ranked, scored, exportable index. Deterministic and rule-based — no LLM anywhere in the pipeline. Every raw response is cached for reproducible, offline reruns.

158
Viewing sites scored
10 countries · 21 regions
6,162
Structured rows
across 6 linked tables
4
Free public sources
NOAA · NASA · OurAirports
96 / 158
Sites aurora-live now
in the OVATION nowcast
~$1.65B
Aurora-tourism market by 2030
~9.8% CAGR (Grand View)
Kp 4.0
Live planetary K-index
oval at 61.15° MLAT

Composite weights: auroral reach 0.40 · clear-sky 0.25 · darkness 0.25 · accessibility 0.10. Live snapshot 2026-06-30 22:07 UTC (current Kp 4.0; auroral oval down to 61.15° geomagnetic latitude). The contrarian, data-backed finding: the famously-marketed maritime hubs are cloud-limited — interior Alaska/Yukon/NWT (Coldfoot, Wiseman, Fort Yukon) clear ~45% of season nights, while coastal Iceland and northern Norway (Ísafjörður, Mehamn, Tórshavn) sit near 11–14%; and certified dark-sky parks (Galloway Forest, Tomintoul) crack the top 5 on darkness alone.

Sources (all free, keyless, public)

  • NOAA SWPC OVATION aurora nowcast (ovation_aurora_latest.json) → live aurora probability sampled per site + the current equatorward oval boundary.
  • NOAA SWPC planetary K-index (planetary_k_index_1m.json) → the Kp that drives the climatological auroral-reach prior.
  • NASA POWER cloud climatology (CLOUD_AMT, 30-yr monthly) → per-site clear-sky odds by month.
  • OurAirports (airports.csv) → nearest scheduled airport, size-weighted, for the accessibility score.

What’s in it — schema

Six cross-linked tables on a stable site_key. site_scores is the headline deliverable — the ranked best-place table; site_month_scores is the month-by-month best-season breakdown; the rest are the scored component layers that roll up into them.

Tables in the dataset
Table Grain (one row =) Notable columns Rows
sites one viewing site geomagnetic_lat, bortle_estimate, nearest_airport_km 158
aurora_reach one site kp_visible_threshold, reach_score, nowcast_probability 158
cloud_climatology one (site, month) cloud_amount_pct, clear_sky_score 1,896
darkness one (site, month) astronomical_night_hours, darkness_score 1,896
site_scores one site (best-place rank) composite_score, rank, best_month, season_months 158
site_month_scores one (site, month) composite_score, is_aurora_season 1,896

Columns in sites (the cross-link hub)

site_key Stable slug (cross-link key, unique)
name / country / region Site identity & viewing region
place_type city / town / landmark / park
lat / lon Geographic coordinates
geomagnetic_lat Centred-dipole geomagnetic latitude
darksky_designation Certified dark-sky title, if any
bortle_estimate Estimated Bortle class (2–5)
nearest_airport / _iata / _km Nearest scheduled airport + distance
accessibility_score Distance-decayed, size-weighted access — gated
quality_score 0–1 record-completeness score — gated

Columns in site_scores (the headline table)

name / country / region Resolved site identity
best_month / best_month_name Highest-scoring in-season month
season_months Compact season label, e.g. Sep-Mar
nowcast_probability Live OVATION aurora probability (%)
aurora_reach_score P(nightly Kp ≥ threshold), climatological — gated
clear_sky_score Season-mean clear-sky odds — gated
darkness_score Season-mean night × sky-darkness — gated
composite_score Weighted 0–1 ranking blend — gated
rank 1 = best, contiguous over all sites — gated

Sample preview gated

A representative slice of scored sites — the kind of best-place picks the composite surfaces. Geomagnetic latitude, best season, and the live aurora nowcast are shown; the composite ranking score and its weighted sub-scores (auroral reach, clear-sky, darkness) — the proprietary, sellable columns — are redacted. Seven of 158 sites; ordering does not reflect the composite rank.

site_scores — 7 sample rows (composite & component scores withheld)
Site Region Geomag. lat Best season Live nowcast Aurora reach Clear-sky Darkness Composite score
Wood Buffalo National Park Alberta 65.8° Sep–Apr 1% 0.••• 0.••• 0.••• 0.•••
Cambridge Bay Nunavut 76.1° Oct–Mar 9% 0.••• 0.••• 0.••• 0.•••
Deadhorse Alaska 70.4° Oct–Mar 2% 0.••• 0.••• 0.••• 0.•••
Galloway Forest Park Scotland 57.6° Aug–Apr 0% 0.••• 0.••• 0.••• 0.•••
Coldfoot Alaska 67.5° Sep–Mar 1% 0.••• 0.••• 0.••• 0.•••
Ilulissat Greenland 77.5° Oct–Mar 7% 0.••• 0.••• 0.••• 0.•••
Tromsø Northern Norway 67.4° Oct–Mar 13% 0.••• 0.••• 0.••• 0.•••

Request the full live sample

Get a live, end-to-end sample of AuroraScout — the ranked site_scores best-place table with composite scores and the four weighted sub-scores, plus the full month-by-month best-season breakdown, per-region reports, and methodology.

Request the full live sample →

No full dataset is downloadable from this page. Built from public-domain sources (NOAA SWPC, NASA POWER, OurAirports); not affiliated with NOAA, NASA, or any tourism board.