Climate twins of Ponce de Leon, FL

These are the US cities whose 12-month climate pattern most closely matches Ponce de Leon's. Each "twin" must be at least 140 miles away to avoid trivial near-neighbor matches. Similarity is computed across all 24 monthly metrics (12 average temperatures + 12 average precipitations), normalized so temperature and precipitation contribute equally.

Side-by-side: Ponce de Leon vs its climate twin

Top match: Gulfport, MS

Month Ponce de Leon Gulfport
High Low Precip High Low Precip
January 62.3°F 39.5°F 5.04 in 61.3°F 42.4°F 4.87 in
February 65.8°F 43.4°F 5.07 in 64.8°F 46.2°F 4.44 in
March 72.7°F 48.0°F 5.18 in 70.4°F 51.8°F 5.22 in
April 79.2°F 54.0°F 4.30 in 76.5°F 58.4°F 5.51 in
May 86.4°F 63.1°F 3.99 in 83.6°F 66.4°F 4.74 in
June 90.3°F 70.2°F 7.10 in 88.7°F 73.2°F 6.89 in
July 92.3°F 72.4°F 7.50 in 90.4°F 74.9°F 7.21 in
August 91.4°F 71.7°F 6.95 in 90.7°F 74.6°F 6.53 in
September 88.3°F 67.4°F 6.04 in 87.8°F 70.6°F 5.18 in
October 80.5°F 57.4°F 3.58 in 79.9°F 60.1°F 3.71 in
November 71.3°F 46.6°F 4.43 in 70.0°F 49.2°F 4.03 in
December 64.3°F 41.8°F 5.45 in 63.5°F 44.6°F 4.49 in

Cities that consider Ponce de Leon their climate twin

These US cities have Ponce de Leon in their top 3 most-similar list — meaning if you were to move from any of these places, Ponce de Leon would feel familiar.

How this is computed

Each city is represented by a 24-dimensional vector: 12 monthly average temperatures and 12 monthly average precipitations. Each dimension is z-score normalized across the population of US cities, so that temperature variance and precipitation variance contribute proportionally. Distance between cities is Euclidean. We filter out cities within 2° latitude/longitude (~140 miles) so that "twins" mean climatically similar but geographically distinct — not just the neighboring town. Full methodology →