Unmapped Dataworks

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Heat in Ward 12, Ray Nkonyeni

Summer 2025/26: the ground in Ward 12, Ray Nkonyeni reached about 33 °C on clear mornings. That is the ground (roofs, roads, soil), not the air.

Land surface temperature is how hot the ground itself is: roofs, roads, bare soil and leaves, as a satellite sees them from above. Landsat passes at about 10 in the morning and sees only through clear skies. It is not the air temperature a weather station gives: on a sunny day the ground is often 10 to 20 degrees hotter than the air, and hard, dark, dry surfaces heat up most while trees, grass and water stay cooler.

What it is not: not the afternoon peak, not the night, not the air you feel in the shade, and not a reading at any one house. A month with clouds rests on few clear looks.

Summer 2025/26

Every summer since 1991

Summer 1990 to 91: 28.5 °CSummer 1998 to 99: 31.0 °CSummer 2022 to 23: 36.1 °CSummer 2025 to 26: 32.6 °C19952000200520102015202020252026
Each summer (December to February, named by the year it ends) on clear mornings. Bars start at 26 °C, not zero. Darker: Landsat 8 and 9 (from 2014); lighter: Landsat 5 and 7. A gap is a summer seen too little.
Show the numbers
Land surface temperature each summer, 1991 to 2026: every figure
When or whatFigure
Summer 1990 to 9128.5 °C
Summer 1998 to 9931.0 °C
Summer 2022 to 2336.1 °C
Summer 2025 to 2632.6 °C

The shape of a year

January: 36.0 °CFebruary: 31.5 °CMarch: 31.0 °CApril: 25.0 °CMay: 22.1 °CJune: 19.3 °CJuly: 19.8 °CAugust: 22.9 °CSeptember: 26.5 °COctober: 31.1 °CNovember: 33.6 °CDecember: 32.4 °CJanFebMarAprMayJunJulAugSepOctNovDec
Each month’s average since 2014, clear mornings. Bars start at 17 °C.
Show the numbers
Land surface temperature by calendar month, since 2014: every figure
When or whatFigure
January36.0 °C
February31.5 °C
March31.0 °C
April25.0 °C
May22.1 °C
June19.3 °C
July19.8 °C
August22.9 °C
September26.5 °C
October31.1 °C
November33.6 °C
December32.4 °C

Month by month

MonthLand surface temperatureClear looks
October 2026Seen too little0.2
September 202622.4 °C0.4
August 202622.9 °C0.3
July 202619.7 °C0.6
June 2026Seen too little0.2
May 202624.3 °C0.6
April 202627.5 °C0.8
March 2026Seen too little0.0
February 202632.1 °C0.5
January 202637.2 °C0.3
December 202528.4 °C0.3
November 2025Seen too little0.0
October 202534.6 °C0.6
September 202530.3 °C0.3
August 202520.9 °C0.3
July 202519.7 °C0.5
June 202518.9 °C0.6
May 202521.5 °C0.7
April 2025Seen too little0.2
March 202528.3 °C0.5
February 2025Seen too little0.2
January 2025Seen too little0.0
December 2024Seen too little0.2
November 2024Seen too little0.1

“Clear looks” is how many times the average 240 m patch of the place was seen through clear sky that month. Under one, part of the place was not seen at all, so the figure leans on the part that was.

Ray Nkonyeni and its wards · Every municipality, ranked

Source

Measured from space by the American Landsat satellites: the ground, not the air.

How we worked this out

Landsat 5 to 2011, Landsat 7 to bridge the gaps, Landsat 8 and 9 from 2013: different satellites pass at slightly different times, so compare summers within the same years first.

What we changed: we kept only the clear land cells (no cloud, cloud shadow, snow or water, with a margin round each cloud), read them at 480 m, and averaged them over each 2026 ward each month; larger places are the sums of their wards.

Landsat imagery courtesy of the U.S. Geological Survey (Landsat Collection 2 surface temperature, through Digital Earth Africa’s copy).

Dataset: land surface temperature by ward, release of 13 November 2026.

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