Aspen weather in November
In November, Aspen sees average daytime highs of 33°F and overnight lows near 8°F, with 2.1 in of precipitation across 9.3 wet days and about 9.9 hours of daylight. It is the 9th-warmest and 10th-wettest month of the year here.
Highs ease over the month, from about 38°F in the first days to 28°F by the end. The sky is clear or mostly clear about 47% of the time in November, and the air most often feels dry.
Daylight stretches from about 10 h 18 min at the start of November to 9 h 30 min by month's end. Set against the rest of the year, November is Aspen's 4th-clearest and 8th-windiest month. For the whole year in context, see Aspen's year-round climate.
- Daytime high
- 33°
- 9th warmest
- Overnight low
- 8°
- 4th coldest
- Precipitation
- 2.1 in
- 9.3 wet days
- Daylight
- 9 h 48 min
- 6:58 AM – 4:47 PM
- Cloud cover
- 44%
- 4th clearest
- Wind
- 4 mph
- 8th windiest
- Solar energy
- 3.15 kWh/m²
- Travel score
- 0.0
- out of 10
Aspen is city in and county seat of Pitkin County, Colorado, United States.
- Density
- 685/km²
- people per km²
- Founded
- 1879
Air quality: WHO Ambient Air Quality Database. Density & description: Wikidata (CC0), GeoNames.
Temperature in November
Highs ease over the month, from about 38°F in the first days to 28°F by the end.
A typical November day in Aspen reaches about 33°F in the afternoon and slips back to 8°F overnight — a 25°F spread between the day's warmth and the night's chill. On most days the high lands between 21°F and 44°F. Set against its neighbours, November runs about 12°F cooler than October and about 9°F warmer than December.
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Avg high (°F) | 38 | 38 | 38 | 37 | 37 | 37 | 36 | 36 | 36 | 35 | 35 | 35 | 34 | 34 | 33 | 33 | 33 | 32 | 32 | 32 | 31 | 31 | 31 | 30 | 30 | 29 | 29 | 28 | 28 | 28 |
| Avg low (°F) | 13 | 13 | 13 | 12 | 12 | 11 | 11 | 10 | 10 | 10 | 9 | 9 | 9 | 8 | 8 | 8 | 8 | 7 | 7 | 7 | 6 | 6 | 6 | 6 | 5 | 5 | 5 | 5 | 4 | 4 |
| Avg high (°F) | Avg low (°F) | |
|---|---|---|
| 1 | 38 | 13 |
| 2 | 38 | 13 |
| 3 | 38 | 13 |
| 4 | 37 | 12 |
| 5 | 37 | 12 |
| 6 | 37 | 11 |
| 7 | 36 | 11 |
| 8 | 36 | 10 |
| 9 | 36 | 10 |
| 10 | 35 | 10 |
| 11 | 35 | 9 |
| 12 | 35 | 9 |
| 13 | 34 | 9 |
| 14 | 34 | 8 |
| 15 | 33 | 8 |
| 16 | 33 | 8 |
| 17 | 33 | 8 |
| 18 | 32 | 7 |
| 19 | 32 | 7 |
| 20 | 32 | 7 |
| 21 | 31 | 6 |
| 22 | 31 | 6 |
| 23 | 31 | 6 |
| 24 | 30 | 6 |
| 25 | 30 | 5 |
| 26 | 29 | 5 |
| 27 | 29 | 5 |
| 28 | 28 | 5 |
| 29 | 28 | 4 |
| 30 | 28 | 4 |
How November really feels in Aspen
Once humidity and wind are folded in, November averages 0 days that feel above 90°F and 30 that feel at or below 32°F — the comfort signal a plain temperature reading hides.
The story in November is cold — wind chill drags the overnight "feels like" below the raw low.
Aspen weather by month
How November compares with the rest of the year at a glance. November is the 9th-warmest and 10th-wettest month here — the current month is highlighted below.
| Month | High / Low (°F) | Rainfall (inches) | Wet days | Snow days | Daylight (hours) | Travel score |
|---|---|---|---|---|---|---|
| Jan | 24° / 6° | 2.3 | 11.3 | 13 | 9.6 | 0.0 |
| Feb | 27° / 8° | 2.4 | 13.1 | 14 | 10.5 | 0.0 |
| Mar | 34° / 14° | 2.5 | 12.5 | 13 | 11.7 | 0.0 |
| Apr | 39° / 19° | 3.3 | 13.9 | 13.7 | 13 | 0.0 |
| May | 48° / 26° | 2.2 | 11.4 | 7.3 | 14.1 | 1.7 |
| Jun | 60° / 32° | 1.2 | 7.1 | 1.2 | 14.7 | 5.4 |
| Jul | 68° / 40° | 2.3 | 11.7 | 0.1 | 14.5 | 6.2 |
| Aug | 66° / 40° | 2.6 | 13.9 | 0.1 | 13.5 | 5.7 |
| Sep | 58° / 33° | 2.1 | 10.4 | 2.1 | 12.3 | 4.5 |
| Oct | 45° / 21° | 2.1 | 9.8 | 7.7 | 11 | 1.2 |
| Nov | 33° / 8° | 2.1 | 9.3 | 10.4 | 9.9 | 0.0 |
| Dec | 24° / 3° | 2.2 | 10.7 | 12.3 | 9.3 | 0.0 |
Cloud cover in November
The sky is clear or mostly clear about 47% of the time in November.
Beyond those clear spells, partly cloudy skies cover about 15% of November, with mostly cloudy or overcast conditions the remaining 38%.
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Clearer (%) | 63 | 63 | 63 | 63 | 63 | 63 | 62 | 62 | 63 | 62 | 62 | 62 | 61 | 62 | 62 | 62 | 62 | 62 | 62 | 62 | 62 | 63 | 62 | 62 | 61 | 61 | 60 | 59 | 59 | 58 |
| Cloudier (%) | 37 | 37 | 37 | 37 | 37 | 37 | 38 | 38 | 37 | 38 | 38 | 38 | 39 | 38 | 38 | 38 | 38 | 38 | 38 | 38 | 38 | 37 | 38 | 38 | 39 | 39 | 40 | 41 | 41 | 42 |
| Clearer (%) | Cloudier (%) | |
|---|---|---|
| 1 | 63 | 37 |
| 2 | 63 | 37 |
| 3 | 63 | 37 |
| 4 | 63 | 37 |
| 5 | 63 | 37 |
| 6 | 63 | 37 |
| 7 | 62 | 38 |
| 8 | 62 | 38 |
| 9 | 63 | 37 |
| 10 | 62 | 38 |
| 11 | 62 | 38 |
| 12 | 62 | 38 |
| 13 | 61 | 39 |
| 14 | 62 | 38 |
| 15 | 62 | 38 |
| 16 | 62 | 38 |
| 17 | 62 | 38 |
| 18 | 62 | 38 |
| 19 | 62 | 38 |
| 20 | 62 | 38 |
| 21 | 62 | 38 |
| 22 | 63 | 37 |
| 23 | 62 | 38 |
| 24 | 62 | 38 |
| 25 | 61 | 39 |
| 26 | 61 | 39 |
| 27 | 60 | 40 |
| 28 | 59 | 41 |
| 29 | 59 | 41 |
| 30 | 58 | 42 |
Chance of precipitation in November
Aspen gets around 2.1 in of rain and snow over 9.3 wet days in November. The line is the day-by-day chance of measurable precipitation.
Day to day, the chance of measurable precipitation averages around 31% and peaks near 35% on the wettest days, and about 10 days bring snow.
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rain chance (%) | 31 | 31 | 31 | 31 | 31 | 31 | 30 | 30 | 30 | 30 | 30 | 30 | 30 | 30 | 31 | 31 | 31 | 31 | 31 | 31 | 31 | 32 | 32 | 32 | 33 | 33 | 34 | 34 | 35 | 35 |
| Snow chance (%) | 32 | 32 | 32 | 33 | 33 | 33 | 34 | 34 | 34 | 34 | 34 | 34 | 34 | 34 | 34 | 34 | 34 | 35 | 35 | 35 | 35 | 36 | 36 | 36 | 37 | 38 | 38 | 39 | 39 | 40 |
| Rain chance (%) | Snow chance (%) | |
|---|---|---|
| 1 | 31 | 32 |
| 2 | 31 | 32 |
| 3 | 31 | 32 |
| 4 | 31 | 33 |
| 5 | 31 | 33 |
| 6 | 31 | 33 |
| 7 | 30 | 34 |
| 8 | 30 | 34 |
| 9 | 30 | 34 |
| 10 | 30 | 34 |
| 11 | 30 | 34 |
| 12 | 30 | 34 |
| 13 | 30 | 34 |
| 14 | 30 | 34 |
| 15 | 31 | 34 |
| 16 | 31 | 34 |
| 17 | 31 | 34 |
| 18 | 31 | 35 |
| 19 | 31 | 35 |
| 20 | 31 | 35 |
| 21 | 31 | 35 |
| 22 | 32 | 36 |
| 23 | 32 | 36 |
| 24 | 32 | 36 |
| 25 | 33 | 37 |
| 26 | 33 | 38 |
| 27 | 34 | 38 |
| 28 | 34 | 39 |
| 29 | 35 | 39 |
| 30 | 35 | 40 |
Humidity in November
Most of November feels dry — the stacked bands show each day's mix of comfort levels, read off the dew point.
By dew point, November lands in the dry band about 100% of days. It rarely turns muggy — the humid and sticky bands barely register.
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dry (%) | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
| Dry (%) | |
|---|---|
| 1 | 100 |
| 2 | 100 |
| 3 | 100 |
| 4 | 100 |
| 5 | 100 |
| 6 | 100 |
| 7 | 100 |
| 8 | 100 |
| 9 | 100 |
| 10 | 100 |
| 11 | 100 |
| 12 | 100 |
| 13 | 100 |
| 14 | 100 |
| 15 | 100 |
| 16 | 100 |
| 17 | 100 |
| 18 | 100 |
| 19 | 100 |
| 20 | 100 |
| 21 | 100 |
| 22 | 100 |
| 23 | 100 |
| 24 | 100 |
| 25 | 100 |
| 26 | 100 |
| 27 | 100 |
| 28 | 100 |
| 29 | 100 |
| 30 | 100 |
Wind in November
Winds average 4 mph in November.
Across November, daily wind ranges from about 4 mph on the calmest days to 4 mph at its breeziest. It stays fairly steady from day to day.
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Wind speed (mph) | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| Feels | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm | calm |
| Wind speed (mph) | Feels | |
|---|---|---|
| 1 | 4 | calm |
| 2 | 4 | calm |
| 3 | 4 | calm |
| 4 | 4 | calm |
| 5 | 4 | calm |
| 6 | 4 | calm |
| 7 | 4 | calm |
| 8 | 4 | calm |
| 9 | 4 | calm |
| 10 | 4 | calm |
| 11 | 4 | calm |
| 12 | 4 | calm |
| 13 | 4 | calm |
| 14 | 4 | calm |
| 15 | 4 | calm |
| 16 | 4 | calm |
| 17 | 4 | calm |
| 18 | 4 | calm |
| 19 | 4 | calm |
| 20 | 4 | calm |
| 21 | 4 | calm |
| 22 | 4 | calm |
| 23 | 4 | calm |
| 24 | 4 | calm |
| 25 | 4 | calm |
| 26 | 4 | calm |
| 27 | 4 | calm |
| 28 | 4 | calm |
| 29 | 4 | calm |
| 30 | 4 | calm |
Sunrise & sunset in November
Daylight runs from about 10 h 18 min at the start of November to 9 h 30 min by month's end. The lit band spans sunrise to sunset each day.
Days shrink by about 48 minutes over November. Sunrise moves from 6:41 AM to 7:13 AM, and sunset from 5:00 PM to 4:41 PM.
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Daylight (h) | 10.3 | 10.3 | 10.2 | 10.2 | 10.2 | 10.1 | 10.1 | 10.1 | 10.0 | 10.0 | 10.0 | 9.9 | 9.9 | 9.9 | 9.8 | 9.8 | 9.8 | 9.8 | 9.7 | 9.7 | 9.7 | 9.6 | 9.6 | 9.6 | 9.6 | 9.6 | 9.5 | 9.5 | 9.5 | 9.5 |
| Sunrise (AM) | 6:41 | 6:42 | 6:43 | 6:45 | 6:46 | 6:47 | 6:48 | 6:49 | 6:50 | 6:51 | 6:52 | 6:54 | 6:55 | 6:56 | 6:57 | 6:58 | 6:59 | 7:00 | 7:01 | 7:02 | 7:04 | 7:05 | 7:06 | 7:07 | 7:08 | 7:09 | 7:10 | 7:11 | 7:12 | 7:13 |
| Sunset (PM) | 5:00 | 4:59 | 4:58 | 4:57 | 4:56 | 4:55 | 4:54 | 4:53 | 4:52 | 4:52 | 4:51 | 4:50 | 4:49 | 4:48 | 4:48 | 4:47 | 4:46 | 4:46 | 4:45 | 4:45 | 4:44 | 4:43 | 4:43 | 4:43 | 4:42 | 4:42 | 4:41 | 4:41 | 4:41 | 4:41 |
| Daylight (h) | Sunrise (AM) | Sunset (PM) | |
|---|---|---|---|
| 1 | 10.3 | 6:41 | 5:00 |
| 2 | 10.3 | 6:42 | 4:59 |
| 3 | 10.2 | 6:43 | 4:58 |
| 4 | 10.2 | 6:45 | 4:57 |
| 5 | 10.2 | 6:46 | 4:56 |
| 6 | 10.1 | 6:47 | 4:55 |
| 7 | 10.1 | 6:48 | 4:54 |
| 8 | 10.1 | 6:49 | 4:53 |
| 9 | 10.0 | 6:50 | 4:52 |
| 10 | 10.0 | 6:51 | 4:52 |
| 11 | 10.0 | 6:52 | 4:51 |
| 12 | 9.9 | 6:54 | 4:50 |
| 13 | 9.9 | 6:55 | 4:49 |
| 14 | 9.9 | 6:56 | 4:48 |
| 15 | 9.8 | 6:57 | 4:48 |
| 16 | 9.8 | 6:58 | 4:47 |
| 17 | 9.8 | 6:59 | 4:46 |
| 18 | 9.8 | 7:00 | 4:46 |
| 19 | 9.7 | 7:01 | 4:45 |
| 20 | 9.7 | 7:02 | 4:45 |
| 21 | 9.7 | 7:04 | 4:44 |
| 22 | 9.6 | 7:05 | 4:43 |
| 23 | 9.6 | 7:06 | 4:43 |
| 24 | 9.6 | 7:07 | 4:43 |
| 25 | 9.6 | 7:08 | 4:42 |
| 26 | 9.6 | 7:09 | 4:42 |
| 27 | 9.5 | 7:10 | 4:41 |
| 28 | 9.5 | 7:11 | 4:41 |
| 29 | 9.5 | 7:12 | 4:41 |
| 30 | 9.5 | 7:13 | 4:41 |
Solar energy in November
Average shortwave solar energy reaching the ground each day in November, about 3.15 kWh/m².
For context, solar energy here swings from a low near 2.54 kWh/m² to a high of 8.29 kWh/m² in June across the year — November's 3.15 kWh/m² sits near the bottom.
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Solar energy (kWh/m²) | 3.7 | 3.6 | 3.6 | 3.6 | 3.5 | 3.5 | 3.5 | 3.4 | 3.4 | 3.3 | 3.3 | 3.3 | 3.2 | 3.2 | 3.1 | 3.1 | 3.1 | 3.0 | 3.0 | 3.0 | 3.0 | 2.9 | 2.9 | 2.9 | 2.8 | 2.8 | 2.8 | 2.8 | 2.7 | 2.7 |
| Level | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate | Moderate |
| Solar energy (kWh/m²) | Level | |
|---|---|---|
| 1 | 3.7 | Moderate |
| 2 | 3.6 | Moderate |
| 3 | 3.6 | Moderate |
| 4 | 3.6 | Moderate |
| 5 | 3.5 | Moderate |
| 6 | 3.5 | Moderate |
| 7 | 3.5 | Moderate |
| 8 | 3.4 | Moderate |
| 9 | 3.4 | Moderate |
| 10 | 3.3 | Moderate |
| 11 | 3.3 | Moderate |
| 12 | 3.3 | Moderate |
| 13 | 3.2 | Moderate |
| 14 | 3.2 | Moderate |
| 15 | 3.1 | Moderate |
| 16 | 3.1 | Moderate |
| 17 | 3.1 | Moderate |
| 18 | 3.0 | Moderate |
| 19 | 3.0 | Moderate |
| 20 | 3.0 | Moderate |
| 21 | 3.0 | Moderate |
| 22 | 2.9 | Moderate |
| 23 | 2.9 | Moderate |
| 24 | 2.9 | Moderate |
| 25 | 2.8 | Moderate |
| 26 | 2.8 | Moderate |
| 27 | 2.8 | Moderate |
| 28 | 2.8 | Moderate |
| 29 | 2.7 | Moderate |
| 30 | 2.7 | Moderate |
Is November a good time to visit Aspen?
Our two travel scores rate November for general sightseeing and for beach or pool weather — 0 (poor) to 10 (ideal).
November is a weaker month for outdoor sightseeing in Aspen.
What to pack for Aspen in November
From November's temperature range, rain chance, sun and wind — what's worth putting in the bag.
In November, Aspen sees daytime highs around 33°F and nights near 8°F. Pack a warm layer and a heavy coat. Worth having: rain gear. About 9 days see rain.
UV index in Aspen in November
Clear-sky midday UV in November peaks around 4 — enough to warrant sun protection. The full-year curve, shaded by WHO exposure level, is below.
Under clear skies, the midday UV index in Aspen peaks around June 22 at about 12 (extreme) — sunscreen, a hat and midday shade are essential. It bottoms out near January 10 at about 3 (moderate).
The index reaches 3 or more — the level where the WHO recommends sun protection — in 10 months of the year.
| Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Dec | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UV index (midday) | 3 | 4 | 7 | 7 | 10 | 13 | 12 | 11 | 8 | 6 | 4 | 3 |
| Level | Moderate | Moderate | High | Very high | Very high | Extreme | Extreme | Extreme | Very high | High | Moderate | Moderate |
| UV index (midday) | Level | |
|---|---|---|
| Jan | 3 | Moderate |
| Feb | 4 | Moderate |
| Mar | 7 | High |
| Apr | 7 | Very high |
| May | 10 | Very high |
| Jun | 13 | Extreme |
| Jul | 12 | Extreme |
| Aug | 11 | Extreme |
| Sep | 8 | Very high |
| Oct | 6 | High |
| Nov | 4 | Moderate |
| Dec | 3 | Moderate |
Where is Aspen?
Aspen sits at 39.2°N, 106.8°W, 0 ft above sea level, in United States. The nearest listed city is Montrose, 75 mi away.
Topography around Aspen
How much the land rises and falls, and what covers it, within 2, 10 and 50 miles of Aspen.
Within 2 miles, the terrain around Aspen has large variations in elevation — a maximum elevation change of 2,887 ft around an average of 8,688 ft above sea level; within 10 miles, very significant variations in elevation — a maximum elevation change of 6,417 ft; within 50 miles, extreme variations in elevation — a maximum elevation change of 8,927 ft.
The land around Aspen is covered by trees (77%) within 2 miles, trees (74%) within 10 miles, and trees (64%) and grassland (24%) within 50 miles.
United States travel facts
- Power plugs
- Type A / B
- 120 V · 60 Hz
- Prices
- ≈ 100% of US
- price level, 2025
- GDP per capita
- $90,027
- 2025
- Happiness
- 6.8 / 10
- World Happiness, 2025
- Safe drinking water
- 98%
- of population, 2024
- Homicide rate
- 5.8
- per 100k, 2023
- Road deaths
- 12.7
- per 100k/yr, 2019
- Income group
- High
- World Bank
- Religion
Sources: World Bank, US State Department, World Happiness Report, WHO/UNICEF, EF EPI, CIA World Factbook.
Data sources
Temperature, precipitation, cloud, humidity, wind and solar figures are a 1991–2020 climatology for Aspen (39.1911°, -106.8175°, elevation 0 ft), computed from hourly ERA5 reanalysis — contains modified Copernicus Climate Change Service information. Sun figures are astronomical calculations, not observations. City data © GeoNames, CC BY 4.0. Map outlines from Natural Earth (public domain); interactive map © Google. UV index is derived from CAMS (Copernicus Atmosphere Monitoring Service) clear-sky UV data — contains modified Copernicus Atmosphere Monitoring Service information. Topography is sampled from the Copernicus DEM GLO-90 elevation model (© ESA/Airbus) and ESA WorldCover 2021 land cover (CC BY 4.0).