Climate twins of Hagerstown, MD

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

Top match: Lynchburg, VA

Month Hagerstown Lynchburg
High Low Precip High Low Precip
January 39.8°F 22.3°F 3.23 in 46.4°F 24.5°F 3.38 in
February 43.5°F 24.7°F 2.66 in 49.7°F 26.3°F 2.85 in
March 52.9°F 31.7°F 3.90 in 58.0°F 32.5°F 3.66 in
April 65.0°F 41.2°F 3.87 in 68.0°F 41.3°F 3.64 in
May 74.1°F 53.0°F 4.31 in 74.8°F 51.4°F 4.18 in
June 82.6°F 61.6°F 3.43 in 82.0°F 59.9°F 3.98 in
July 86.2°F 66.4°F 3.66 in 85.3°F 64.5°F 4.07 in
August 85.1°F 64.9°F 3.66 in 83.9°F 63.2°F 3.63 in
September 78.2°F 56.1°F 4.80 in 77.8°F 56.1°F 3.93 in
October 66.1°F 44.7°F 3.42 in 68.8°F 43.6°F 3.36 in
November 53.8°F 34.3°F 2.92 in 58.8°F 32.6°F 3.17 in
December 44.0°F 27.3°F 3.69 in 49.1°F 27.6°F 3.76 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 →