Climate twins of Castlewood, SD

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

Top match: Riverton, MN

Month Castlewood Riverton
High Low Precip High Low Precip
January 21.5°F 2.5°F 0.52 in 21.4°F -0.1°F 0.47 in
February 26.2°F 5.9°F 0.58 in 26.8°F 4.1°F 0.36 in
March 38.7°F 17.8°F 1.12 in 39.8°F 17.5°F 0.97 in
April 54.1°F 29.6°F 2.13 in 54.5°F 30.5°F 1.60 in
May 67.3°F 43.6°F 3.18 in 67.9°F 42.7°F 3.27 in
June 77.5°F 54.2°F 3.97 in 77.1°F 53.2°F 4.03 in
July 82.5°F 58.5°F 3.49 in 81.5°F 57.7°F 4.35 in
August 80.5°F 56.1°F 3.08 in 79.2°F 55.3°F 3.06 in
September 72.4°F 47.3°F 2.69 in 70.5°F 46.9°F 2.60 in
October 57.8°F 33.7°F 2.28 in 55.6°F 35.2°F 2.37 in
November 41.0°F 20.7°F 0.76 in 39.5°F 21.6°F 0.90 in
December 26.9°F 8.7°F 0.53 in 26.0°F 7.6°F 0.55 in

Cities that consider Castlewood their climate twin

These US cities have Castlewood in their top 3 most-similar list — meaning if you were to move from any of these places, Castlewood 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 →