Climate twins of Pinehurst, GA

These are the US cities whose 12-month climate pattern most closely matches Pinehurst'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: Pinehurst vs its climate twin

Top match: Troy, AL

Month Pinehurst Troy
High Low Precip High Low Precip
January 59.1°F 36.5°F 4.67 in 58.1°F 37.1°F 4.54 in
February 63.3°F 39.5°F 4.33 in 62.6°F 40.5°F 3.91 in
March 70.7°F 45.6°F 4.88 in 69.9°F 46.1°F 4.83 in
April 78.4°F 53.0°F 4.39 in 76.8°F 52.5°F 4.60 in
May 85.9°F 61.7°F 2.98 in 83.8°F 61.1°F 3.54 in
June 90.8°F 69.2°F 4.86 in 88.6°F 68.7°F 5.11 in
July 93.0°F 71.7°F 4.54 in 90.6°F 71.1°F 5.33 in
August 91.6°F 70.9°F 4.09 in 89.9°F 70.7°F 4.92 in
September 87.0°F 65.6°F 4.54 in 86.6°F 66.3°F 3.91 in
October 78.6°F 54.5°F 2.61 in 78.1°F 55.6°F 3.34 in
November 68.6°F 43.8°F 3.20 in 67.9°F 44.8°F 3.80 in
December 60.7°F 38.7°F 5.04 in 60.7°F 39.8°F 4.96 in

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 →