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Using satellite imagery to optimise urban cooling

August 22, 2023 | Andri Bryner

Blue-green infrastructures are designed to reduce rising temperatures in intensely used urban areas. But it takes time for new green spaces, trees, ponds, fountains and the like to produce measurable cooling effects. An Eawag research team has now, for the first time, used data from satellite images and sensors to estimate the time required: with trees or climbing plants, a period of seven to ten years elapses before a notable shift in surface temperatures becomes apparent. With grasses or irrigated systems, the so-called Cooling Establishment Time is much shorter – just one to three years.

Temperatures in urban areas are constantly rising, with the heat posing a hazard to citizens’ health or at the very least affecting their well-being. Blue-green infrastructures (BGIs) – green spaces, trees, ponds, open streams, etc. – can help to reduce temperatures. But it takes time for measures of this kind to deliver measurable effects. Precisely how long depends not only on environmental factors, but also on the design and maintenance of BGIs. This means that there are no simple formulas for cooling, such as “one degree per tree”.

Satellite-measured surface temperatures for Zurich in summer 2013. Heat islands can be seen around the main station and along the railway lines, with cooler zones on the Limmat river or in the wooded hills (Data: Landsat; Graphic: Eawag).

Quantifying the Cooling Establishment Time

In this context, “CET” stands not for Central European Time, but for Cooling Establishment Time, i.e. the time needed for a particular BGI to deliver a stable cooling performance. This topic has been little studied to date. Now, for the first time, a group of Eawag researchers has used satellite data to investigate the CET of various kinds of blue-green infrastructure. In six case studies, the scientists quantified the effects of BGIs constructed in Zurich from 2002 onwards – ranging from trees planted at Tessinerplatz (Zurich Enge railway station) to a steel structure with climbing plants and a pool in the public MFO-Park (Oerlikon district). The CET was calculated on the basis of changes in land surface temperature and in a vegetation health index – both derivable from satellite data.

More rapid impact with irrigation and grasses

According to the open access study published in Sustainable Cities and Society, it took a relatively long time – seven to ten years – for BGIs comprising trees or climbing plants to produce a notable shift in surface temperatures. In contrast, grassy areas or irrigated systems have a measurable impact within one to three years. However, the actual temperature reduction performance depends on numerous other factors. At the six sites investigated, reductions in surface temperatures relative to surrounding areas ranged from 0.5 to over 3 degrees Celsius.

This study forms part of the doctoral research being conducted by architect and civil engineer Lucas Gobatti. His personal favourite is a BGI project carried out at an industrial site on Heinrichstrasse: here, since hot factory roofs were replaced by a courtyard with greenery in 2005, satellite data indicates that surface temperatures are reduced by up to 3.5°C (photo on top). As Gobatti explains, this is due not only to shading but in particular to the irrigation system: “By collecting the water during heavy rainfall and using it subsequently for irrigation, we can massively improve the benefits of blue-green infrastructures.”

More greenery, more water, more shade – as well as mitigating urban heat, BGIs can enhance amenity and promote biodiversity. Pictured here: the MFO-Park in Oerlikon
(Photo: Eawag, Lucas Gobatti).

Supporting urban greenery planning

As Gobatti emphasises, the aim of the study was not to produce a ranking of BGIs for urban cooling: “We wanted to develop a method, using satellite data, to help us understand what processes are influenced by what measures in the area of blue-green infrastructure.” This should provide a basis for optimising the planning and implementation of BGIs, so that they produce measurable results in a timely manner. The method now needs to be further refined. For example, the cooling effect of trees is currently underestimated, as the satellite measures surface temperatures on top of the canopy, rather than in the shaded area underneath. Gobatti’s supervisor, environmental engineer João Leitão, adds that the selection of BGIs will depend on the specific goals and the number of people experiencing heat vulnerability. It is important to consider all the assets of BGIs – not just a potential temperature reduction but also, for example, slower stormwater run-off or benefits in terms of biodiversity and recreational quality.

Taking advantage of Nasa’s online platform ARSET

ARSET (Applied Remote Sensing Training Program) is an online platform offered by the US space agency Nasa, which enables anyone to learn how to use satellite data. Civil engineer and architect Lucas Gobatti, first author of the study described in the main article, says: “Without this training, we could never have done such a good job.” Gobatti had first taken an ARSET course on how satellite data can be analysed for the identification of urban heat islands and the quantification of key parameters. For the study now published, the team were also in touch with a programmer who developed scripts for Google Earth and supported the scientists in developing their own calculations on this basis. More information on Nasa’s training programme

Photos: Eawag, Lucas Gobatti

Cover picture: Courtyard with greenery on Heinrichstrasse, Zurich (Photo: Eawag, Lucas Gobatti).

Original publication

Gobatti, L.; Bach, P. M.; Scheidegger, A.; Leitão, J. P. (2023) Using satellite imagery to investigate Blue-Green Infrastructure establishment time for urban cooling, Sustainable Cities and Society, 97, 104768 (11 pp.), doi:10.1016/j.scs.2023.104768, Institutional Repository


  • Eawag, SNF