Climate twins of Salem, SC

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

Top match: Tracy City, TN

Month Salem Tracy City
High Low Precip High Low Precip
January 48.3°F 25.6°F 8.08 in 44.3°F 26.4°F 5.68 in
February 51.6°F 27.7°F 6.24 in 48.7°F 29.8°F 5.77 in
March 57.7°F 32.2°F 7.30 in 57.3°F 36.8°F 6.31 in
April 66.2°F 39.1°F 6.66 in 66.8°F 45.2°F 6.26 in
May 71.9°F 47.4°F 6.55 in 73.8°F 53.8°F 5.31 in
June 77.8°F 55.5°F 7.78 in 80.3°F 61.3°F 5.76 in
July 80.4°F 59.3°F 7.09 in 83.2°F 64.8°F 6.40 in
August 79.8°F 58.8°F 8.87 in 82.7°F 64.0°F 4.75 in
September 74.8°F 52.6°F 7.64 in 78.0°F 58.2°F 4.59 in
October 66.9°F 41.1°F 6.40 in 67.8°F 46.7°F 4.09 in
November 58.7°F 32.2°F 7.05 in 56.7°F 36.8°F 5.22 in
December 50.3°F 27.8°F 7.68 in 47.9°F 30.3°F 6.82 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 →