Climate twins of Benzonia, MI

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

Top match: Phelps, NY

Month Benzonia Phelps
High Low Precip High Low Precip
January 28.6°F 18.5°F 2.19 in 30.4°F 15.8°F 1.79 in
February 30.6°F 19.1°F 1.72 in 32.2°F 16.7°F 1.58 in
March 39.5°F 25.4°F 1.98 in 40.0°F 23.9°F 2.40 in
April 51.8°F 34.6°F 3.06 in 53.7°F 34.8°F 2.76 in
May 63.9°F 44.9°F 3.08 in 66.6°F 46.4°F 3.27 in
June 73.4°F 54.6°F 3.18 in 75.1°F 56.0°F 3.63 in
July 77.4°F 60.4°F 3.04 in 79.4°F 60.6°F 3.73 in
August 76.1°F 60.5°F 3.18 in 77.8°F 59.0°F 3.49 in
September 69.0°F 53.9°F 3.75 in 71.2°F 51.5°F 3.26 in
October 56.2°F 42.9°F 3.99 in 58.5°F 41.3°F 3.83 in
November 43.9°F 32.9°F 2.94 in 46.4°F 31.5°F 2.55 in
December 33.6°F 24.1°F 2.23 in 35.9°F 22.9°F 2.32 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 →