About the data
Every feed with its age right now, what it comes from, and what is deliberately not on the map yet. Forecast run 2026-10-24 18:00 UTC.
Latency ledger
green: fresh · amber: due · hollow: not running
Forecast (ECMWF IFS 0.25°)
13 h agofour runs a day · 24 Oct, 20:00
65 steps every 3 h, read as files from Maplore's own Open-Meteo server
Model 1, the field
4 h agoafter each run · 25 Oct, 03:40
wet-bulb and WBGT per cell, the worst three hours per district per day
Model 2, station-corrected
4 h ago15 min after model 1 · 25 Oct, 03:55
104 districts from their own airports, 620 borrowing the nearest, 53 uncorrected
Scoreboard
under an hour agonightly, 03:20 UTC · 25 Oct, 07:31
134 airport stations, 127 districts, days since 2026-09-29
IMD heat codes
6 h agodaily · 25 Oct, 02:21
Day-1 heat wave and hot day codes per district, scored against the stations
UV forecast (CAMS 0.4°)
19 h agotwo runs a day · 24 Oct, 14:00
the UV index with cloud and without, hourly on our server from three-hourly steps; 5 days
Sun on skin, the field
2 h agofour times a day · 25 Oct, 06:10
peak, its hour and the hours at 3, 6, 8 and 11 or more, for 783 districts; not scored
Long record (ERA5 hourly, 0.25°)
2026once a year, after the year closes
1990 to 2025: comfortable days by an Indian rule and the international one, days near and past the limit, for 783 districts; 86 hill districts counted at the height where their people live; checked against 101 airport stations
Districts
2026static
LGD codes, Survey of India outline; relief from Mapterhorn
Sources
every number links to one of these
Not connected yet
named here so no page implies it exists
Coasts in the long record
a shore district read as land, not as a cell that is half sea
several coastal stations read about 2 °C warmer by day than the record
Below the district
a count for a town or a block inside a district that spans plain and hill
the record's cells are 25 km; the card says where a district varies
Outdoor comfort, surveyed in India
what people outdoors in Indian cities report as comfortable
none found; the Indian rule is from offices
Out-of-sample score for model 2
model 2 judged only on days after its correction window
needs a fitted-through date per run; mid-October
Children
a line for children's bodies
no chamber study has measured one; no line is drawn rather than guessed
Indoors
the air under a tin roof, hotter than outside
needs a model of the house
Sun load, properly
the working body's WBGT with the full radiation budget
our sun term is an approximation and says so
City pages
anything finer than a district or a three-hour step
the forecast grid is 27 km
Measured UV
the UV index as instruments on the ground record it, to score the forecast
no open, timely record across India was found
A season of scores
the review that lets the map be listed
the scoreboard started 29 September 2026
Never shown
- No line for a body nobody measured. Four resting limits and one working limit, each from a named study.
- No number the file cannot reproduce. Map, Guide, Method and this page read the same published results; nothing is typed.
- No skill claim without a baseline. Skill is pooled per lead against persistence and climatology, and printed with its n.
How to cite
cite as "Maplore Garmi, maplore.in/garmi, forecast run 2026-10-24T18:00"