Climate twins of Pamplin City, VA
These are the US cities whose 12-month climate pattern most closely matches Pamplin City'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: Pamplin City vs its climate twin
Top match: North Beach, MD
| Month | Pamplin City | North Beach | ||||
|---|---|---|---|---|---|---|
| High | Low | Precip | High | Low | Precip | |
| January | 44.9°F | 26.8°F | 3.54 in | 43.9°F | 24.7°F | 2.96 in |
| February | 49.2°F | 28.7°F | 2.79 in | 46.8°F | 25.9°F | 2.66 in |
| March | 56.7°F | 35.0°F | 3.95 in | 54.7°F | 32.8°F | 3.92 in |
| April | 68.1°F | 44.2°F | 3.56 in | 66.5°F | 43.5°F | 3.38 in |
| May | 74.9°F | 53.3°F | 4.65 in | 74.8°F | 53.5°F | 4.11 in |
| June | 82.4°F | 62.6°F | 3.80 in | 83.5°F | 62.7°F | 4.20 in |
| July | 86.1°F | 66.7°F | 4.08 in | 88.0°F | 67.3°F | 4.22 in |
| August | 84.2°F | 65.2°F | 3.55 in | 86.3°F | 65.3°F | 4.12 in |
| September | 78.0°F | 58.6°F | 4.64 in | 79.9°F | 58.2°F | 4.51 in |
| October | 68.4°F | 46.7°F | 3.91 in | 68.8°F | 45.6°F | 4.13 in |
| November | 57.2°F | 36.3°F | 3.63 in | 58.0°F | 35.5°F | 3.25 in |
| December | 48.4°F | 30.4°F | 4.10 in | 48.0°F | 28.8°F | 3.55 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 →