Unmapped Dataworks

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Heat in Ward 19, Greater Taung

Summer 2025/26: the ground in Ward 19, Greater Taung reached about 40 °C on clear mornings. That is the ground (roofs, roads, soil), not the air. The 9th hottest of 13 summers since 2014. In summer the ground here reads about the same as 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 1987

Summer 1986 to 87: 45.5 °CSummer 1992 to 93: 38.6 °CSummer 1996 to 97: 40.6 °CSummer 1997 to 98: 41.9 °CSummer 1998 to 99: 37.8 °CSummer 2000 to 01: 38.5 °CSummer 2001 to 02: 39.0 °CSummer 2002 to 03: 37.4 °CSummer 2012 to 13: 37.7 °CSummer 2013 to 14: 43.6 °CSummer 2014 to 15: 38.6 °CSummer 2015 to 16: 49.5 °CSummer 2016 to 17: 44.9 °CSummer 2017 to 18: 41.9 °CSummer 2018 to 19: 44.5 °CSummer 2019 to 20: 40.5 °CSummer 2020 to 21: 34.4 °CSummer 2021 to 22: 35.1 °CSummer 2022 to 23: 39.1 °CSummer 2023 to 24: 43.6 °CSummer 2024 to 25: 48.6 °CSummer 2025 to 26: 39.7 °C199019952000200520102015202020252026
Each summer (December to February, named by the year it ends) on clear mornings. Bars start at 32 °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, 1987 to 2026: every figure
When or whatFigure
Summer 1986 to 8745.5 °C
Summer 1992 to 9338.6 °C
Summer 1996 to 9740.6 °C
Summer 1997 to 9841.9 °C
Summer 1998 to 9937.8 °C
Summer 2000 to 0138.5 °C
Summer 2001 to 0239.0 °C
Summer 2002 to 0337.4 °C
Summer 2012 to 1337.7 °C
Summer 2013 to 1443.6 °C
Summer 2014 to 1538.6 °C
Summer 2015 to 1649.5 °C
Summer 2016 to 1744.9 °C
Summer 2017 to 1841.9 °C
Summer 2018 to 1944.5 °C
Summer 2019 to 2040.5 °C
Summer 2020 to 2134.4 °C
Summer 2021 to 2235.1 °C
Summer 2022 to 2339.1 °C
Summer 2023 to 2443.6 °C
Summer 2024 to 2548.6 °C
Summer 2025 to 2639.7 °C

The shape of a year

January: 43.1 °CFebruary: 38.0 °CMarch: 33.7 °CApril: 28.0 °CMay: 23.0 °CJune: 18.5 °CJuly: 19.2 °CAugust: 23.9 °CSeptember: 34.2 °COctober: 42.2 °CNovember: 46.6 °CDecember: 45.6 °CJanFebMarAprMayJunJulAugSepOctNovDec
Each month’s average since 2014, clear mornings. Bars start at 16 °C.
Show the numbers
Land surface temperature by calendar month, since 2014: every figure
When or whatFigure
January43.1 °C
February38.0 °C
March33.7 °C
April28.0 °C
May23.0 °C
June18.5 °C
July19.2 °C
August23.9 °C
September34.2 °C
October42.2 °C
November46.6 °C
December45.6 °C

Month by month

MonthLand surface temperatureClear looks
October 202639.8 °C2.6
September 202628.5 °C2.0
August 202626.1 °C2.9
July 202617.6 °C3.9
June 202619.0 °C2.0
May 202620.2 °C2.0
April 202624.9 °C2.0
March 202635.2 °C1.8
February 202636.1 °C1.7
January 202645.2 °C3.9
December 202537.6 °C1.4
November 202536.7 °C2.6
October 202539.7 °C2.0
September 202533.6 °C3.9
August 202522.1 °C2.8
July 202519.3 °C3.6
June 202516.8 °C4.0
May 202519.2 °C3.0
April 202524.1 °C2.6
March 202531.9 °C0.9
February 202549.3 °C1.0
January 202541.8 °C2.4
December 202454.8 °C2.2
November 202447.5 °C3.0

“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.

Greater Taung 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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