Climate twins of Pine Knoll Shores, NC

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

Top match: Surfside Beach, SC

Month Pine Knoll Shores Surfside Beach
High Low Precip High Low Precip
January 53.7°F 38.7°F 4.23 in 56.8°F 36.8°F 3.69 in
February 54.6°F 40.1°F 3.70 in 59.3°F 38.8°F 3.42 in
March 60.8°F 46.2°F 3.35 in 66.2°F 44.4°F 4.05 in
April 68.1°F 55.3°F 3.99 in 73.5°F 52.2°F 3.51 in
May 76.3°F 63.9°F 4.50 in 80.0°F 61.0°F 3.78 in
June 82.5°F 72.4°F 3.91 in 85.6°F 68.3°F 4.94 in
July 86.2°F 75.8°F 5.72 in 88.4°F 72.1°F 6.01 in
August 85.8°F 74.8°F 7.10 in 86.9°F 71.0°F 6.14 in
September 82.5°F 70.6°F 9.65 in 82.6°F 66.1°F 7.05 in
October 74.3°F 60.3°F 4.20 in 75.6°F 55.9°F 5.09 in
November 65.1°F 50.3°F 3.94 in 66.4°F 45.0°F 3.03 in
December 57.1°F 42.5°F 4.68 in 59.3°F 38.6°F 4.61 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 →