Climate twins of Batesland, SD

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

Top match: Bison, SD

Month Batesland Bison
High Low Precip High Low Precip
January 34.2°F 12.9°F 0.52 in 29.6°F 9.7°F 0.46 in
February 36.6°F 14.7°F 0.62 in 32.8°F 12.4°F 0.56 in
March 47.3°F 22.7°F 1.18 in 45.1°F 21.8°F 0.87 in
April 56.1°F 31.0°F 2.25 in 57.4°F 31.5°F 1.76 in
May 66.4°F 41.3°F 3.24 in 68.2°F 42.7°F 3.11 in
June 78.2°F 51.7°F 3.85 in 77.9°F 52.4°F 3.15 in
July 86.1°F 57.9°F 2.54 in 86.2°F 58.6°F 2.50 in
August 84.8°F 56.2°F 1.80 in 85.6°F 57.0°F 1.83 in
September 75.4°F 46.7°F 1.68 in 76.4°F 47.5°F 1.38 in
October 59.7°F 33.8°F 1.62 in 59.7°F 34.7°F 1.52 in
November 46.1°F 22.3°F 0.70 in 43.4°F 22.5°F 0.52 in
December 35.1°F 14.2°F 0.50 in 31.9°F 12.9°F 0.44 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 →