Unmapped Dataworks

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Heat in Ward 26, Dr JS Moroka

Summer 2023/24: the ground in Ward 26, Dr JS Moroka reached about 41 °C on clear mornings. That is the ground (roofs, roads, soil), not the air. In summer the ground here reads +2.3 °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 2023/24

Every summer since 2002

Summer 2001 to 02: 36.6 °CSummer 2015 to 16: 50.0 °CSummer 2022 to 23: 36.0 °CSummer 2023 to 24: 41.4 °C20052010201520202024
Each summer (December to February, named by the year it ends) on clear mornings. Bars start at 34 °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, 2002 to 2024: every figure
When or whatFigure
Summer 2001 to 0236.6 °C
Summer 2015 to 1650.0 °C
Summer 2022 to 2336.0 °C
Summer 2023 to 2441.4 °C

The shape of a year

January: 40.9 °CFebruary: 35.8 °CMarch: 35.7 °CApril: 29.3 °CMay: 25.9 °CJune: 22.1 °CJuly: 23.3 °CAugust: 30.5 °CSeptember: 38.8 °COctober: 45.7 °CNovember: 42.6 °CDecember: 44.0 °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
January40.9 °C
February35.8 °C
March35.7 °C
April29.3 °C
May25.9 °C
June22.1 °C
July23.3 °C
August30.5 °C
September38.8 °C
October45.7 °C
November42.6 °C
December44.0 °C

Month by month

MonthLand surface temperatureClear looks
October 202647.7 °C0.4
September 202636.7 °C0.3
August 202631.3 °C0.6
July 202623.9 °C0.5
June 202622.5 °C0.6
May 202622.8 °C0.6
April 2026Seen too little0.1
March 2026Seen too little0.0
February 202635.6 °C0.3
January 2026Seen too little0.2
December 2025Seen too little0.2
November 2025Seen too little0.2
October 202542.1 °C0.4
September 202539.1 °C0.6
August 202527.8 °C0.6
July 202522.6 °C0.8
June 202520.9 °C0.4
May 202522.3 °C0.8
April 202526.0 °C0.3
March 2025Seen too little0.1
February 2025Seen too little0.0
January 202534.7 °C0.5
December 2024Seen too little0.2
November 202450.6 °C0.5

“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 JS Moroka 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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