Climate twins of Guttenberg, IA

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

Top match: Maxwell, IA

Month Guttenberg Maxwell
High Low Precip High Low Precip
January 27.9°F 10.3°F 1.33 in 26.9°F 9.8°F 0.95 in
February 32.8°F 14.0°F 1.23 in 31.4°F 13.9°F 1.20 in
March 45.2°F 26.7°F 1.98 in 45.0°F 25.7°F 2.01 in
April 59.3°F 38.7°F 3.65 in 59.2°F 37.0°F 3.48 in
May 71.0°F 50.0°F 4.58 in 70.4°F 49.2°F 4.81 in
June 80.4°F 60.1°F 5.70 in 79.8°F 60.2°F 5.78 in
July 83.8°F 64.1°F 4.85 in 83.0°F 63.3°F 4.32 in
August 81.6°F 61.8°F 3.61 in 81.0°F 61.3°F 4.22 in
September 74.7°F 53.7°F 3.75 in 75.0°F 51.9°F 3.37 in
October 61.4°F 41.5°F 2.81 in 62.0°F 39.3°F 2.74 in
November 46.0°F 29.1°F 2.13 in 45.7°F 27.2°F 2.04 in
December 33.0°F 17.6°F 1.66 in 32.2°F 16.1°F 1.54 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 →