Fingerprint matching | 128 storms | 1851-2025
Analog Finder
Two ways in: compare a real storm's track against history, or describe a hypothetical scenario. Analogs are context, never forecasts.
Compare a Real Storm's Track
Pick a storm to see which historical storms score highest for similarity of path.
How matches are scored
Matches are scored two genuinely different ways: how close the tracks actually ran to each other near Florida, and how each storm handled the Florida Straits/Cuba shelf on approach — a narrow, shallow area that tends to interrupt intensification and produce more erratic short-term heading changes than the deep open Gulf or Atlantic. Both scores show separately on every card, so the ranking is never a black box.
Comparing to
peak 3 · FL impact 2.
- Formed
- 1871-08-17
- Dissipated
- 1871-08-30
- Peak wind
- 100 kt
- Lifetime category
- 3
- Min pressure
- 962 mb (lifetime)
- Florida date
- 1871-08-25
- Approach
- atlantic
- FL regions
- SE2 NE1
- Center landfall
- yes (1)
- ENSO (ASO ONI)
- pre-1950, no ONI
- Peak surge (FL)
- none exists for this era
Surge: no curated record, and none is likely to exist. Reliable landfall-zone surge observation generally predates neither the modern gauge network nor NHC Tropical Cyclone Reports for storms of this era; surge comparisons on this site skew modern as a result (disclosed on the methodology page).
Every storm since 1851 is included -- tap for how older matches are weighted
Storms before 1968 (radar/satellite) rank lower by a continuous confidence discount, not a hard cutoff: 1944-1967 (aircraft reconnaissance) counts at 75% of its raw match strength, 1911-1943 (station data + ship reports) at 50%, and pre-1911 (ship reports and land stations only) at 30% -- illustrative weights, not a published figure, matching the same four eras disclosed on the Zone Lab. A strong enough old match can still surface; look for "era confidence: N%" in that card's reasons.
Ranked by near-Florida path first (how close the two tracks actually ran to each other once near the state), then by Straits/Cuba approach (did each handle the shallow shelf the same way on the way in), then by trait match. These answer genuinely different questions -- a storm can wobble identically on approach and still land 300 miles apart, or vice versa -- so they are shown separately, never blended into one number.
Showing 6 matches.
- AL041871 (1871)
- AL011928 (1928)
- Florida Straits corridor
Track colors below are always: teal = AL041871, orange = the comparison storm named in each card -- shaded darker where that storm was stronger at that point, lighter where it was weaker, so intensity along the path reads without losing track of which line is which. On desktop these show as compact thumbnails, three per row; being vector maps they stay crisp at any size. Click a storm's name to open its own full-size record and track.
View AL041871 and these matches in the Zone Lab tool
View these storms on the Track Map
View AL041871 and these matches in the Zone Lab tool
View these storms on the Track Map
Show the LEAST similar tracks instead
The other direction: storms whose tracks and traits share the least with AL041871, for calibration.
Describe a Hypothetical Scenario
Pick the traits you're curious about, and we'll find historical storms that match.
How matches are scored
Scoring weighs month (2), peak category (2), approach side (2), and ENSO phase (1), plus an optional point for rapid intensifiers; each match explains exactly which traits it shares.
Pick at least one trait above to search. Example scenario: October, Category 4, Gulf approach, Neutral phase; three of the last five Gulf-side October majors will look uncomfortably familiar.
Wondering about a storm active right now? The home page shows the latest NHC observations with their historical analogs.
