Leidora shows long-term monthly averages from ECMWF’s ERA5-Land reanalysis (land, 0.1° grid), averaged over 2016-2024. Sea temperature and cloud cover come from ERA5, the 0.25° global version of the same model. They are what a typical month looks like, not a forecast or any single year. Tap a variable for the detail.
Climate variables
Temperature (average)
Air temperature 2 m above the ground, averaged over all 24 hours of every day in the month: nights pull it well below what a day feels like.
For what the day and the night feel like, use Daily Max and Nightly Min.
A cell is an average over its whole area, so a cell spanning coast and hills reads cooler than the beach town in it.
Daily Max / Nightly Min (T-MAX / T-MIN)
The average afternoon high and night-time low: each day’s true maximum and minimum from ERA5-Land’s daily statistics, averaged over the month.
The gap between them is the day–night range: small on coasts and in the humid tropics, large in deserts and mountains.
On coasts the grid tends to read the afternoon high 2–3 °C too low compared with weather stations (it mixes in sea air). The map shows the grid’s value; the beach score corrects for it (see below).
Precipitation
Average rain and snow (as water) per day, in mm. Multiply by 30 for the monthly total: 2 mm/day is about 60 mm a month.
Rough guide: under 1 mm/day is dry, 1–3 occasional showers, 3–6 regularly wet, above 6 a rainy season.
It says how much falls, not how often: 2 mm/day can be a short tropical downpour every afternoon or a grey drizzle all day.
Snow Depth
Snow on the ground as water equivalent (mm): what the snow would make if melted.
Real snow is several times deeper: fresh snow roughly 10×, old packed snow 3–5×. 50 mm here is very roughly 15–50 cm on the ground.
A monthly average over a whole cell, so it says little about a particular ski slope.
Sunlight
The sun’s energy reaching the ground, in W/m², averaged over all 24 hours including the night.
It depends on clouds and on the season and latitude: short winter days and a low sun give low values even under clear skies. About 50 is a northern winter; 250–330 a desert summer.
For “how sunny is the sky” regardless of season, see Clear Sky.
Clear Sky (in a place’s panel)
The share of the sunshine a cloudless sky would deliver that actually reaches the ground (ERA5, 0.25°, about 28 km cells).
It measures clouds and haze only, so a clear October day scores as well as a clear July day, though the sun is weaker.
It rarely falls much below 60%, because cloud still lets diffuse light through: above 90% is reliably sunny, 75–90% mostly sunny, below 75% often overcast.
Sea Temp (coastal places, in the panel)
Monthly average sea surface temperature of the nearest sea cell within 60 km (ERA5).
It is the open water nearby: shallow bays and lagoons run warmer, upwelling coasts colder.
Rough guide for swimming: 18 °C bracing, 22 °C pleasant, 25–28 °C warm.
Beach Score
How good a month is for a beach holiday, 0–100, on coastal cells only. Inland cells, and coasts with no sea temperature within 60 km, are left blank.
Classes
Excellent 90+: hot, sunny, dry, warm sea: the best the coast offers.
Great 80–89: near ideal; one thing slightly off.
Very good 70–79: a good beach month with a compromise, such as a cooler sea.
Good 60–69: beach days likely, but not reliably: a shoulder season.
Fair 45–59: possible on the better days; plan something else too.
Poor 30–44: mostly too cool, wet or cloudy.
Unsuitable, below 30: not beach weather (grey on the map).
What goes into it
Air, 30%: the afternoon high, corrected up by 1.8–2.7 °C on coasts to match weather stations. Full marks at 27–32 °C, best in the middle, falling off quickly below and above.
Sea, 35%: the sea temperature above. Full marks at 22–28 °C, best around 25 °C.
Rain, 20%: no penalty up to 1.5 mm/day (brief showers), then falling steadily.
Sun, 15%: Clear Sky, full marks from 90%.
The parts are multiplied, not added (a weighted geometric mean), so one bad part pulls the whole score down: perfect air cannot make up for a cold sea, which is why upwelling coasts such as Namibia or Peru score low despite sunny, dry summers. Example: Salento in October, with 22 °C afternoons, a 23 °C sea and some rain, scores in the 60s: Good, not Excellent.
A cell is about 11–22 km across, so the score describes the coast’s climate, not one particular beach. Wind, waves and water quality are not part of it.
Beach Score
Composite metric (0–100%)
Combines temperature, precipitation and sun
Optimal: 24–28 °C with low rain
Data Resolution & Cell Sizes
Climate values are shown on a regular grid. Each colored cell represents the average conditions over its whole area:
Regular mode: 0.2° grid — each cell covers about 22 × 22 km at the equator (~490 km²)
HD mode (toggle in the top bar): 0.1° grid — about 11 × 11 km per cell (~123 km²), 4× more detail, larger download
Cells get narrower toward the poles: the east–west size shrinks with the cosine of latitude (at 60°N a Regular cell is ~22 × 11 km). Zoom in to see the outline of each cell showing the exact area it covers.
Comparing places
Press the scale icon in a place’s panel to add it to your shortlist — up to four places. The same icon appears in the top bar with a count; open it to see every place side by side for one month, and switch months there. The shortlist is kept on this device and in the page address, so copying the address shares it.
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Months arrive as you need them, and stay cached for the rest of
the session. This is what the browser is holding:
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Data and attribution
Climate data. Contains modified Copernicus
Climate Change Service information (2024). Generated using
Copernicus Climate Change Service
ERA5-Land monthly averaged data and daily statistics, and
ERA5 monthly averaged data on single levels (sea
temperature, cloud-free radiation). Neither the European
Commission nor ECMWF is responsible for any use of this
information.
Station data. The beach score’s coastal
temperature correction is measured against
NOAA GHCN-Daily
weather stations.
The name is loosely derived from Old Norse leið,
meaning way, road, or the course a journey takes. It is also the
root of leiðarstjarna, the guiding star that English
calls a lodestar. That is what I want Leidora to be when you plan
your next holiday.
A few years ago I noticed that plenty of apps show the forecast or
current weather, and some offer long-term weather statistics. I
couldn’t find one that lets you see on a map what the weather
is usually like anywhere on land, so I built it. Leidora is a hobby
project, and I plan to add more data layers that matter for trip
planning.
Questions or feedback? Use the feedback form — I read every
message.