Climate twins of Brookneal, VA

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

Top match: Upper Marlboro, MD

Month Brookneal Upper Marlboro
High Low Precip High Low Precip
January 47.6°F 24.2°F 3.73 in 43.9°F 24.7°F 2.96 in
February 51.6°F 26.2°F 2.77 in 46.8°F 25.9°F 2.66 in
March 59.9°F 31.9°F 4.03 in 54.7°F 32.8°F 3.92 in
April 70.9°F 41.5°F 3.39 in 66.5°F 43.5°F 3.38 in
May 78.2°F 51.6°F 4.76 in 74.8°F 53.5°F 4.11 in
June 85.5°F 60.3°F 4.13 in 83.5°F 62.7°F 4.20 in
July 88.3°F 65.0°F 4.29 in 88.0°F 67.3°F 4.22 in
August 87.2°F 63.8°F 3.51 in 86.3°F 65.3°F 4.12 in
September 80.9°F 56.4°F 4.27 in 79.9°F 58.2°F 4.51 in
October 70.5°F 43.2°F 3.82 in 68.8°F 45.6°F 4.13 in
November 59.9°F 32.2°F 3.64 in 58.0°F 35.5°F 3.25 in
December 51.0°F 27.1°F 3.66 in 48.0°F 28.8°F 3.55 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 →