Climate twins of Martinsburg, MO

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

Top match: Leeton, MO

Month Martinsburg Leeton
High Low Precip High Low Precip
January 37.6°F 19.3°F 2.03 in 38.8°F 18.8°F 1.85 in
February 42.7°F 22.9°F 2.31 in 44.0°F 22.7°F 1.88 in
March 54.2°F 31.8°F 3.17 in 54.9°F 32.2°F 2.94 in
April 65.9°F 42.9°F 4.68 in 65.0°F 42.4°F 4.69 in
May 75.1°F 53.5°F 5.07 in 73.6°F 53.5°F 5.30 in
June 83.9°F 62.8°F 5.23 in 82.9°F 62.9°F 5.36 in
July 87.9°F 67.3°F 4.43 in 86.5°F 67.2°F 4.61 in
August 86.6°F 65.0°F 3.90 in 86.0°F 64.9°F 4.64 in
September 79.4°F 56.4°F 4.86 in 78.0°F 56.5°F 4.68 in
October 67.6°F 44.5°F 2.81 in 67.4°F 43.8°F 3.57 in
November 54.3°F 33.7°F 2.75 in 54.3°F 32.9°F 2.83 in
December 41.9°F 24.1°F 2.28 in 42.9°F 24.4°F 2.07 in

Cities that consider Martinsburg their climate twin

These US cities have Martinsburg in their top 3 most-similar list — meaning if you were to move from any of these places, Martinsburg 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 →