Unmapped Dataworks

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Heat in Ward 10, Rustenburg

Summer 2024/25: the ground in Ward 10, Rustenburg reached about 46 °C on clear mornings. That is the ground (roofs, roads, soil), not the air. Only the summer of 2017/18 was hotter since 2014. In summer the ground here reads +4.4 °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 2024/25

Every summer since 1987

Summer 1986 to 87: 39.9 °CSummer 1990 to 91: 37.1 °CSummer 1992 to 93: 37.8 °CSummer 1997 to 98: 37.1 °CSummer 2000 to 01: 43.3 °CSummer 2002 to 03: 42.2 °CSummer 2006 to 07: 41.8 °CSummer 2012 to 13: 38.2 °CSummer 2015 to 16: 45.8 °CSummer 2017 to 18: 47.3 °CSummer 2018 to 19: 44.5 °CSummer 2021 to 22: 39.4 °CSummer 2022 to 23: 41.8 °CSummer 2023 to 24: 41.5 °CSummer 2024 to 25: 46.3 °C19901995200020052010201520202025
Each summer (December to February, named by the year it ends) on clear mornings. Bars start at 35 °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 2025: every figure
When or whatFigure
Summer 1986 to 8739.9 °C
Summer 1990 to 9137.1 °C
Summer 1992 to 9337.8 °C
Summer 1997 to 9837.1 °C
Summer 2000 to 0143.3 °C
Summer 2002 to 0342.2 °C
Summer 2006 to 0741.8 °C
Summer 2012 to 1338.2 °C
Summer 2015 to 1645.8 °C
Summer 2017 to 1847.3 °C
Summer 2018 to 1944.5 °C
Summer 2021 to 2239.4 °C
Summer 2022 to 2341.8 °C
Summer 2023 to 2441.5 °C
Summer 2024 to 2546.3 °C

The shape of a year

January: 42.4 °CFebruary: 41.6 °CMarch: 37.5 °CApril: 31.5 °CMay: 26.9 °CJune: 22.1 °CJuly: 23.4 °CAugust: 27.9 °CSeptember: 35.2 °COctober: 41.8 °CNovember: 42.4 °CDecember: 45.2 °CJanFebMarAprMayJunJulAugSepOctNovDec
Each month’s average since 2014, clear mornings. Bars start at 20 °C.
Show the numbers
Land surface temperature by calendar month, since 2014: every figure
When or whatFigure
January42.4 °C
February41.6 °C
March37.5 °C
April31.5 °C
May26.9 °C
June22.1 °C
July23.4 °C
August27.9 °C
September35.2 °C
October41.8 °C
November42.4 °C
December45.2 °C

Month by month

MonthLand surface temperatureClear looks
October 202644.1 °C4.1
September 202635.2 °C2.0
August 202626.6 °C3.2
July 202622.7 °C2.7
June 202623.5 °C1.5
May 202625.8 °C2.4
April 202636.8 °C1.0
March 202639.7 °C1.0
February 202638.0 °C1.0
January 2026Seen too little0.0
December 2025Seen too little0.2
November 202541.3 °C2.8
October 202535.2 °C0.9
September 202533.9 °C2.8
August 202527.4 °C3.7
July 202523.3 °C2.1
June 202521.1 °C3.2
May 202523.4 °C2.4
April 202527.8 °C0.7
March 202538.3 °C1.8
February 202542.6 °C1.1
January 202544.1 °C0.8
December 202452.1 °C1.9
November 202446.4 °C2.6

“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.

Rustenburg 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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