Unmapped Dataworks

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Heat in Ward 16, Molemole

Summer 2025/26: the ground in Ward 16, Molemole reached about 37 °C on clear mornings. That is the ground (roofs, roads, soil), not the air. The coolest summer since 2014. In summer the ground here reads +1.8 °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 1995

Summer 1994 to 95: 39.0 °CSummer 2002 to 03: 41.5 °CSummer 2013 to 14: 41.4 °CSummer 2014 to 15: 39.8 °CSummer 2015 to 16: 44.7 °CSummer 2016 to 17: 41.7 °CSummer 2017 to 18: 37.8 °CSummer 2018 to 19: 39.0 °CSummer 2022 to 23: 39.9 °CSummer 2023 to 24: 39.6 °CSummer 2024 to 25: 40.5 °CSummer 2025 to 26: 37.3 °C19952000200520102015202020252026
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, 1995 to 2026: every figure
When or whatFigure
Summer 1994 to 9539.0 °C
Summer 2002 to 0341.5 °C
Summer 2013 to 1441.4 °C
Summer 2014 to 1539.8 °C
Summer 2015 to 1644.7 °C
Summer 2016 to 1741.7 °C
Summer 2017 to 1837.8 °C
Summer 2018 to 1939.0 °C
Summer 2022 to 2339.9 °C
Summer 2023 to 2439.6 °C
Summer 2024 to 2540.5 °C
Summer 2025 to 2637.3 °C

The shape of a year

January: 38.0 °CFebruary: 38.4 °CMarch: 37.9 °CApril: 34.1 °CMay: 30.2 °CJune: 26.5 °CJuly: 26.8 °CAugust: 32.8 °CSeptember: 38.2 °COctober: 43.1 °CNovember: 44.9 °CDecember: 44.1 °CJanFebMarAprMayJunJulAugSepOctNovDec
Each month’s average since 2014, clear mornings. Bars start at 24 °C.
Show the numbers
Land surface temperature by calendar month, since 2014: every figure
When or whatFigure
January38.0 °C
February38.4 °C
March37.9 °C
April34.1 °C
May30.2 °C
June26.5 °C
July26.8 °C
August32.8 °C
September38.2 °C
October43.1 °C
November44.9 °C
December44.1 °C

Month by month

MonthLand surface temperatureClear looks
October 202644.2 °C1.5
September 202633.2 °C0.7
August 202630.7 °C2.7
July 202626.6 °C3.0
June 202624.3 °C1.4
May 202625.7 °C1.4
April 2026Seen too little0.0
March 2026Seen too little0.0
February 202632.9 °C1.1
January 2026Seen too little0.2
December 202541.7 °C0.4
November 202529.7 °C0.7
October 202541.8 °C0.7
September 202539.7 °C2.3
August 202528.5 °C2.3
July 202526.1 °C3.0
June 202526.6 °C1.5
May 202527.2 °C2.3
April 202529.2 °C1.1
March 2025Seen too little0.0
February 202536.9 °C0.7
January 202531.9 °C1.0
December 202452.7 °C1.1
November 202449.8 °C2.1

“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.

Molemole 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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