Climate twins of Grayling, MI

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

Top match: Peshtigo, WI

Month Grayling Peshtigo
High Low Precip High Low Precip
January 26.0°F 9.7°F 1.82 in 25.5°F 9.2°F 1.57 in
February 28.7°F 8.7°F 1.39 in 29.1°F 10.0°F 1.17 in
March 39.4°F 16.4°F 1.68 in 38.8°F 19.2°F 1.85 in
April 52.8°F 28.8°F 3.39 in 51.5°F 30.2°F 3.02 in
May 67.0°F 40.7°F 3.23 in 65.1°F 42.9°F 3.66 in
June 76.6°F 50.8°F 3.64 in 75.2°F 52.6°F 3.84 in
July 80.2°F 55.1°F 3.07 in 80.1°F 56.9°F 3.64 in
August 78.5°F 53.4°F 3.26 in 78.2°F 55.1°F 3.52 in
September 70.7°F 45.3°F 3.22 in 70.5°F 48.1°F 3.46 in
October 56.6°F 35.4°F 4.01 in 57.1°F 36.8°F 3.39 in
November 42.7°F 26.2°F 2.58 in 43.0°F 26.9°F 2.33 in
December 31.5°F 17.7°F 1.95 in 30.9°F 16.3°F 1.92 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 →