Climate twins of Long Lake, SD

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

Top match: Center, ND

Month Long Lake Center
High Low Precip High Low Precip
January 20.8°F 3.5°F 0.50 in 22.9°F 4.6°F 0.51 in
February 24.3°F 6.5°F 0.52 in 26.8°F 8.9°F 0.51 in
March 37.8°F 17.8°F 1.40 in 39.2°F 19.6°F 0.85 in
April 53.4°F 30.8°F 1.65 in 53.9°F 32.8°F 1.41 in
May 66.2°F 42.7°F 2.92 in 65.8°F 43.3°F 2.78 in
June 74.6°F 53.3°F 3.30 in 75.1°F 53.3°F 3.46 in
July 80.8°F 58.3°F 2.96 in 81.6°F 57.8°F 2.77 in
August 79.4°F 56.3°F 2.06 in 81.0°F 55.7°F 2.01 in
September 71.0°F 47.1°F 2.00 in 70.8°F 46.4°F 2.08 in
October 54.9°F 33.3°F 1.57 in 54.7°F 33.5°F 1.40 in
November 38.5°F 20.2°F 0.45 in 38.4°F 19.5°F 0.66 in
December 25.3°F 9.2°F 0.55 in 26.4°F 9.4°F 0.51 in

Cities that consider Long Lake their climate twin

These US cities have Long Lake in their top 3 most-similar list — meaning if you were to move from any of these places, Long Lake would feel familiar.

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 →