Climate twins of Lake Andes, SD

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

Top match: Riverdale, NE

Month Lake Andes Riverdale
High Low Precip High Low Precip
January 32.2°F 11.7°F 0.51 in 35.9°F 13.8°F 0.51 in
February 36.9°F 14.8°F 0.70 in 39.7°F 16.5°F 0.59 in
March 47.7°F 24.4°F 1.09 in 51.4°F 25.2°F 1.46 in
April 59.3°F 35.1°F 3.23 in 61.6°F 35.6°F 2.68 in
May 70.4°F 47.3°F 4.03 in 71.5°F 47.4°F 4.40 in
June 81.2°F 58.3°F 3.49 in 82.3°F 58.5°F 3.90 in
July 87.4°F 63.9°F 2.51 in 86.6°F 63.0°F 3.36 in
August 85.5°F 61.8°F 2.75 in 84.4°F 60.9°F 3.01 in
September 77.6°F 52.6°F 2.43 in 77.9°F 51.1°F 1.84 in
October 63.1°F 38.8°F 2.20 in 64.9°F 37.8°F 2.13 in
November 48.0°F 26.3°F 0.76 in 50.5°F 25.3°F 1.00 in
December 35.4°F 16.3°F 0.66 in 38.2°F 16.6°F 0.68 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 →