Climate twins of Harbor Springs, MI
These are the US cities whose 12-month climate pattern most closely matches Harbor Springs'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: Harbor Springs vs its climate twin
Top match: Cape Vincent, NY
| Month | Harbor Springs | Cape Vincent | ||||
|---|---|---|---|---|---|---|
| High | Low | Precip | High | Low | Precip | |
| January | 27.4°F | 15.0°F | 2.40 in | 29.8°F | 10.0°F | 2.86 in |
| February | 28.4°F | 13.7°F | 1.66 in | 31.4°F | 10.7°F | 2.18 in |
| March | 36.6°F | 20.2°F | 1.94 in | 40.0°F | 20.7°F | 2.37 in |
| April | 48.1°F | 31.7°F | 2.91 in | 53.7°F | 32.5°F | 3.07 in |
| May | 60.8°F | 42.6°F | 3.07 in | 66.2°F | 43.7°F | 2.97 in |
| June | 70.3°F | 53.2°F | 2.92 in | 74.5°F | 53.1°F | 3.09 in |
| July | 75.2°F | 59.3°F | 2.53 in | 79.2°F | 58.8°F | 3.01 in |
| August | 74.9°F | 58.7°F | 3.25 in | 78.2°F | 56.7°F | 3.20 in |
| September | 68.9°F | 51.4°F | 3.55 in | 71.2°F | 48.8°F | 3.56 in |
| October | 56.0°F | 41.2°F | 4.50 in | 58.4°F | 39.2°F | 4.22 in |
| November | 43.7°F | 31.6°F | 3.04 in | 46.6°F | 29.5°F | 3.40 in |
| December | 33.6°F | 23.0°F | 2.44 in | 35.5°F | 19.0°F | 3.14 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 →