Unmapped Dataworks

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Heat in Swartland

Summer 2025/26: the ground in Swartland reached about 43 °C on clear mornings. That is the ground (roofs, roads, soil), not the air. The 5th hottest of 13 summers 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: 40.4 °CSummer 1988 to 89: 39.0 °CSummer 1990 to 91: 35.6 °CSummer 1991 to 92: 31.3 °CSummer 1992 to 93: 37.5 °CSummer 1993 to 94: 37.2 °CSummer 1994 to 95: 38.3 °CSummer 1996 to 97: 36.4 °CSummer 1997 to 98: 38.1 °CSummer 1998 to 99: 41.8 °CSummer 1999 to 00: 39.9 °CSummer 2002 to 03: 40.6 °CSummer 2006 to 07: 35.2 °CSummer 2011 to 12: 40.4 °CSummer 2012 to 13: 43.2 °CSummer 2013 to 14: 42.5 °CSummer 2014 to 15: 43.2 °CSummer 2015 to 16: 44.3 °CSummer 2016 to 17: 41.6 °CSummer 2017 to 18: 43.4 °CSummer 2018 to 19: 43.6 °CSummer 2019 to 20: 38.8 °CSummer 2020 to 21: 43.9 °CSummer 2021 to 22: 42.4 °CSummer 2022 to 23: 42.2 °CSummer 2023 to 24: 41.8 °CSummer 2024 to 25: 43.3 °CSummer 2025 to 26: 43.4 °C199019952000200520102015202020252026
Each summer (December to February, named by the year it ends) on clear mornings. Bars start at 29 °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 8740.4 °C
Summer 1988 to 8939.0 °C
Summer 1990 to 9135.6 °C
Summer 1991 to 9231.3 °C
Summer 1992 to 9337.5 °C
Summer 1993 to 9437.2 °C
Summer 1994 to 9538.3 °C
Summer 1996 to 9736.4 °C
Summer 1997 to 9838.1 °C
Summer 1998 to 9941.8 °C
Summer 1999 to 0039.9 °C
Summer 2002 to 0340.6 °C
Summer 2006 to 0735.2 °C
Summer 2011 to 1240.4 °C
Summer 2012 to 1343.2 °C
Summer 2013 to 1442.5 °C
Summer 2014 to 1543.2 °C
Summer 2015 to 1644.3 °C
Summer 2016 to 1741.6 °C
Summer 2017 to 1843.4 °C
Summer 2018 to 1943.6 °C
Summer 2019 to 2038.8 °C
Summer 2020 to 2143.9 °C
Summer 2021 to 2242.4 °C
Summer 2022 to 2342.2 °C
Summer 2023 to 2441.8 °C
Summer 2024 to 2543.3 °C
Summer 2025 to 2643.4 °C

The shape of a year

January: 43.8 °CFebruary: 41.6 °CMarch: 36.5 °CApril: 30.4 °CMay: 23.5 °CJune: 16.3 °CJuly: 16.3 °CAugust: 17.5 °CSeptember: 23.4 °COctober: 33.5 °CNovember: 39.8 °CDecember: 42.5 °CJanFebMarAprMayJunJulAugSepOctNovDec
Each month’s average since 2014, clear mornings. Bars start at 14 °C.
Show the numbers
Land surface temperature by calendar month, since 2014: every figure
When or whatFigure
January43.8 °C
February41.6 °C
March36.5 °C
April30.4 °C
May23.5 °C
June16.3 °C
July16.3 °C
August17.5 °C
September23.4 °C
October33.5 °C
November39.8 °C
December42.5 °C

Warmest and coolest wards

Each ward’s summers against Swartland’s average, since 2014. Where the ground is mostly roofs, roads and bare earth it reads hotter; where there are trees, grass, gardens or water it reads cooler.

Every ward

Places in each ward: © OpenStreetMap contributors.

Month by month

MonthLand surface temperatureClear looks
October 202634.9 °C2.6
September 202625.6 °C3.1
August 202620.1 °C2.0
July 202617.8 °C1.0
June 202616.7 °C3.3
May 202621.9 °C1.2
April 202636.4 °C1.1
March 202638.2 °C1.5
February 202642.0 °C1.9
January 202643.8 °C3.2
December 202544.5 °C3.3
November 202545.8 °C3.1
October 202532.4 °C2.4
September 202524.1 °C2.5
August 202515.9 °C0.8
July 202515.6 °C3.1
June 202515.5 °C1.8
May 202523.2 °C1.9
April 202530.1 °C2.6
March 202538.9 °C1.4
February 202541.2 °C3.7
January 202545.7 °C3.2
December 202443.0 °C2.0
November 202440.2 °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.

Every municipality, ranked · Everything we hold for Swartland

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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