Climate twins of Melcher-Dallas, IA

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

Top match: Stockton, IA

Month Melcher-Dallas Stockton
High Low Precip High Low Precip
January 29.9°F 12.5°F 1.15 in 30.7°F 13.9°F 1.43 in
February 35.1°F 17.0°F 1.67 in 35.0°F 18.0°F 1.63 in
March 47.6°F 27.6°F 1.87 in 47.6°F 28.3°F 2.44 in
April 60.6°F 39.2°F 3.85 in 61.0°F 39.4°F 3.56 in
May 70.9°F 51.2°F 4.98 in 71.7°F 50.6°F 4.90 in
June 80.6°F 61.3°F 5.61 in 80.7°F 60.5°F 5.37 in
July 84.6°F 65.6°F 4.34 in 84.1°F 64.4°F 4.40 in
August 82.7°F 63.1°F 3.89 in 82.5°F 61.9°F 4.01 in
September 76.2°F 54.3°F 3.66 in 76.5°F 54.3°F 3.45 in
October 63.0°F 42.2°F 3.06 in 63.8°F 42.6°F 2.94 in
November 48.1°F 29.9°F 1.80 in 48.7°F 30.6°F 2.21 in
December 35.5°F 18.9°F 1.57 in 35.9°F 20.1°F 1.99 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 →