Unmapped Dataworks

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Heat in Ward 5, Dr AB Xuma

Summer 2025/26: the ground in Ward 5, Dr AB Xuma reached about 40 °C on clear mornings. That is the ground (roofs, roads, soil), not the air. Only the summer of 2016/17 was hotter since 2014. In summer the ground here reads +3.2 °C against its municipality’s average (since 2014).

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 1994

Summer 1993 to 94: 33.7 °CSummer 1994 to 95: 43.6 °CSummer 1997 to 98: 32.8 °CSummer 1998 to 99: 36.5 °CSummer 2001 to 02: 35.0 °CSummer 2002 to 03: 44.6 °CSummer 2006 to 07: 34.0 °CSummer 2012 to 13: 34.2 °CSummer 2013 to 14: 39.1 °CSummer 2016 to 17: 43.4 °CSummer 2017 to 18: 38.1 °CSummer 2018 to 19: 36.3 °CSummer 2020 to 21: 38.4 °CSummer 2021 to 22: 35.9 °CSummer 2022 to 23: 37.0 °CSummer 2023 to 24: 36.2 °CSummer 2024 to 25: 36.4 °CSummer 2025 to 26: 40.1 °C19952000200520102015202020252026
Each summer (December to February, named by the year it ends) on clear mornings. Bars start at 30 °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, 1994 to 2026: every figure
When or whatFigure
Summer 1993 to 9433.7 °C
Summer 1994 to 9543.6 °C
Summer 1997 to 9832.8 °C
Summer 1998 to 9936.5 °C
Summer 2001 to 0235.0 °C
Summer 2002 to 0344.6 °C
Summer 2006 to 0734.0 °C
Summer 2012 to 1334.2 °C
Summer 2013 to 1439.1 °C
Summer 2016 to 1743.4 °C
Summer 2017 to 1838.1 °C
Summer 2018 to 1936.3 °C
Summer 2020 to 2138.4 °C
Summer 2021 to 2235.9 °C
Summer 2022 to 2337.0 °C
Summer 2023 to 2436.2 °C
Summer 2024 to 2536.4 °C
Summer 2025 to 2640.1 °C

The shape of a year

January: 40.1 °CFebruary: 36.3 °CMarch: 30.6 °CApril: 25.8 °CMay: 21.8 °CJune: 17.4 °CJuly: 17.8 °CAugust: 23.6 °CSeptember: 29.3 °COctober: 35.7 °CNovember: 37.0 °CDecember: 37.7 °CJanFebMarAprMayJunJulAugSepOctNovDec
Each month’s average since 2014, clear mornings. Bars start at 15 °C.
Show the numbers
Land surface temperature by calendar month, since 2014: every figure
When or whatFigure
January40.1 °C
February36.3 °C
March30.6 °C
April25.8 °C
May21.8 °C
June17.4 °C
July17.8 °C
August23.6 °C
September29.3 °C
October35.7 °C
November37.0 °C
December37.7 °C

Month by month

MonthLand surface temperatureClear looks
October 202632.2 °C2.6
September 202624.1 °C1.7
August 202621.8 °C2.5
July 202613.2 °C1.3
June 202618.3 °C1.7
May 202622.0 °C3.3
April 202623.6 °C0.9
March 202633.5 °C1.6
February 202633.1 °C2.0
January 202647.2 °C1.2
December 202540.1 °C0.9
November 2025Seen too little0.0
October 202536.9 °C2.7
September 202527.1 °C0.9
August 202521.4 °C2.7
July 202517.8 °C2.4
June 202515.7 °C1.6
May 202520.4 °C3.3
April 202525.6 °C1.7
March 202528.1 °C1.2
February 202534.6 °C0.9
January 202535.9 °C2.0
December 202438.7 °C2.7
November 202434.9 °C2.0

“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.

Dr AB Xuma 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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