Heat exposure depends on where people live, how their surroundings are built and whether they can reach a cooler place.
Physical exposure
Cities can stay warmer after dark
Urban minus nearby rural air temperature · US evidence overview
Day
0.6–3.9°C
Night
1.1–2.8°C
01.12.23.34.4°C
Air temperature describes the surrounding air. Satellite land-surface temperature describes roofs, roads and vegetation. A cooler surface does not imply an equal reduction in the air people breathe.
Average resident’s daytime surface-cooling benefit · approximately 500 large cities
Global South
2.2°
Global North
3.4°
°C · reported variation: ±0.9 and ±1.7 respectively. Bar lengths show means; these are not confidence intervals.
The 2024 study links this gap to both the quantity and cooling capacity of green space. It measures surface cooling in warm seasons, not a forecast of personal heat risk.
Hsu and colleagues combine summertime surface-temperature and census-tract data for 175 large urbanized areas in the continental United States. In all but six, the average person of color lives in a tract with higher surface heat-island intensity than the average non-Hispanic white resident. They find a similar disparity when comparing households below the poverty line with those above twice that threshold. This describes unequal exposure in the study population, not an estimate of heat-related deaths .
Li and colleagues’ global greenness study distinguishes the cooling capacity of a city from the benefit experienced by an average resident. Across approximately 500 large cities, the resident-level daytime surface-cooling benefit averages 2.2°C in the Global South and 3.4°C in the Global North. The study attributes the gap to differences in green-space quantity and quality shaped by socioeconomic and natural conditions. These are surface-cooling measures, not indoor temperatures .
Explore reported coverage and its concentration within each country’s news. This map measures attention to urban heat, not which countries are hottest.
News geography
Urban heat in the news
3,524 matching articles · Jan 2022–Jun 2026 · 17 countries meet the map threshold
LowerHigherGrey: below threshold
Countries need at least 8 matched articles for volume. Coverage and geographic tagging vary by country.
Source: Prism news records. Country-tagged counts are a subset of all matches. Relative attention = a country’s urban-heat share ÷ the global urban-heat share. Ranking requires 40 articles to reduce small-sample noise.
Volume points to Delhi and Los Angeles. Concentration tells a different story.
Delhi has 73 city-tagged records; Ahmedabad has 18. Yet urban heat occupies about 12.1× the global news share in Ahmedabad’s coverage, versus 4.3× in Delhi’s. Phoenix has 21 records at 10.0×. These are leads for investigation, not a ranking of measured heat.
Reported places within the United States and India · Jan 2022–Jun 2026
California: 151 records
15.3% of US matches. Nevada’s 32 records have greater relative concentration: 4.8× the global share, compared with California’s 2.2×.
Delhi: 88 state / territory records
35.9% of India’s coverage. Telangana has 25 records but higher concentration: 4.2× versus Delhi’s 3.8×. City and territory tags describe different geographic levels.
State / territory
Articles
Share of country matches
Relative attention
CaliforniaUnited States
151
15.3%
2.2×
TexasUnited States
82
8.3%
1.7×
New YorkUnited States
69
7.0%
0.9×
PennsylvaniaUnited States
52
5.3%
1.2×
ArizonaUnited States
50
5.1%
2.6×
MichiganUnited States
41
4.2%
2.3×
MassachusettsUnited States
39
4.0%
2.3×
NevadaUnited States
32
3.2%
4.8×
IndianaUnited States
31
3.1%
3.4×
WisconsinUnited States
31
3.1%
2.7×
IllinoisUnited States
30
3.0%
1.6×
OregonUnited States
24
2.4%
2.9×
WashingtonUnited States
24
2.4%
1.3×
FloridaUnited States
22
2.2%
0.6×
MarylandUnited States
22
2.2%
2.9×
GeorgiaUnited States
21
2.1%
1.6×
New JerseyUnited States
18
1.8%
0.1×
OhioUnited States
15
1.5%
1.0×
ColoradoUnited States
15
1.5%
1.1×
North CarolinaUnited States
14
1.4%
1.0×
Rhode IslandUnited States
11
1.1%
7.4×
VirginiaUnited States
11
1.1%
1.4×
MissouriUnited States
9
0.9%
1.0×
UtahUnited States
8
0.8%
0.9×
DelhiIndia
88
35.9%
3.8×
MaharashtraIndia
31
12.7%
1.2×
TelanganaIndia
25
10.2%
4.2×
GujaratIndia
20
8.2%
3.4×
Tamil NaduIndia
14
5.7%
1.7×
Uttar PradeshIndia
13
5.3%
0.6×
KarnatakaIndia
6
2.4%
0.6×
KeralaIndia
6
2.4%
1.4×
32 state / territory entries shown.
States require ≥6 articles and at least 3 qualifying areas in a country; up to 24 are shown per country. Relative attention compares the issue’s share of all coverage tagged to that state with its global news share. Small counts can produce unstable ratios.
03 / City
Follow the signal down to a city
City-tagged news · Jan 2022–Jun 2026 · select a city for its reading guide
City
Articles
Share of country matches
Relative attention
India
73
29.8%
4.3×
United States
44
4.5%
2.6×
United States
22
2.2%
2.9×
Singapore
22
66.7%
2.0×
United States
21
2.1%
10.0×
India
20
8.2%
1.0×
United States
20
2.0%
2.4×
France
19
40.4%
2.0×
India
18
7.3%
12.1×
India
18
7.3%
4.6×
United States
17
1.7%
3.4×
United States
15
1.5%
2.8×
United States
14
1.4%
6.7×
India
13
5.3%
2.8×
United States
13
1.3%
4.6×
United States
13
1.3%
1.4×
United States
12
1.2%
2.6×
United States
12
1.2%
30.6×
United States
12
1.2%
3.3×
United States
11
1.1%
3.3×
United States
11
1.1%
1.9×
United States
10
1.0%
1.4×
United Kingdom
10
21.3%
0.8×
United States
9
0.9%
2.0×
United States
9
0.9%
1.8×
United States
9
0.9%
1.4×
Australia
8
23.5%
1.9×
No cities match this selection. Try another country or name.
27 cities shown.
At least 8 records per city. Names are reviewed to remove regions and ambiguous labels. Country-specific city baselines avoid merging the same name across countries. Ratios are sensitive to small samples, place tagging and repeated coverage; articles mentioning a city are not verified local heat incidents. State and city counts overlap and must not be added.
01 / Country comparison
The complete country view
All 17 mapped countries · choose one to update the map and subnational filters
Country
Articles
Share of all matches
Relative attention
987
28.0%
1.1×
245
7.0%
1.1×
47
1.3%
0.5×
47
1.3%
1.5×
35
1.0%
Below 40 records
34
1.0%
Below 40 records
33
0.9%
Below 40 records
26
0.7%
Below 40 records
22
0.6%
Below 40 records
20
0.6%
Below 40 records
14
0.4%
Below 40 records
14
0.4%
Below 40 records
11
0.3%
Below 40 records
9
0.3%
Below 40 records
9
0.3%
Below 40 records
8
0.2%
Below 40 records
8
0.2%
Below 40 records
Country tags are incomplete: the displayed countries account for 1,569 of 3,524 total matches. Missing or unlisted locations cannot be treated as low-risk places. Relative attention is shown only at ≥40 records.
Warnings are gaining attention. Some adaptation themes are losing it.
Compare equal twelve-month periods, then inspect the United States and India separately.
News movement
Prolonged high temperatures: +3.33 pp
34 → 63 articles; 3.92% → 7.25% of matched coverage. Excessive heat warnings also gain 2.99 points. The overall comparison contains almost the same number of articles: 868 → 869.
Green roofs: −1.62 pp
33 → 19 articles; 3.80% → 2.19%. Green infrastructure also loses 1.39 points. This is a shift in the recorded conversation; it does not measure planting, roof installations or public spending.
What is rising and falling in the conversation?
Jul 2024–Jun 2025 compared with Jul 2025–Jun 2026
Earlier window 868 recordsLater window 869 recordsChange in share · pp = percentage points · shared bar scale
↗ Gaining share
Prolonged high temperatures+3.33 pp
3.92% → 7.25%34 → 63 records
Excessive heat warning+2.99 pp
3.34% → 6.33%29 → 55 records
Extreme temperature advisory+2.41 pp
5.07% → 7.48%44 → 65 records
Dangerous heat index+2.30 pp
4.26% → 6.56%37 → 57 records
Climate heating trend+1.49 pp
2.76% → 4.26%24 → 37 records
Energy-efficient buildings+1.49 pp
4.84% → 6.33%42 → 55 records
↘ Losing share
Green roofs-1.62 pp
3.80% → 2.19%33 → 19 records
Green infrastructure-1.39 pp
4.72% → 3.34%41 → 29 records
Worldwide themes need at least 8 tagged records in each window; country views need 4. Small country samples are exploratory. Each record can carry multiple themes, so shares do not add to 100%. A fall in share does not establish a fall in physical risk, deployment or effectiveness.
Inspect every eligible displayed theme, count and share
Theme
Earlier records
Later records
Earlier share
Later share
Change (pp)
Prolonged high temperatures
34
63
3.92%
7.25%
+3.33
Excessive heat warning
29
55
3.34%
6.33%
+2.99
Extreme temperature advisory
44
65
5.07%
7.48%
+2.41
Dangerous heat index
37
57
4.26%
6.56%
+2.30
Climate heating trend
24
37
2.76%
4.26%
+1.49
Energy-efficient buildings
42
55
4.84%
6.33%
+1.49
Heat-related mortality
25
37
2.88%
4.26%
+1.38
Climate strikes
11
22
1.27%
2.53%
+1.26
Urban green spaces
72
83
8.29%
9.55%
+1.26
Heat alert
12
22
1.38%
2.53%
+1.15
Climate change weather effects
17
27
1.96%
3.11%
+1.15
Climate crisis weather changes
16
24
1.84%
2.76%
+0.92
Sustainable city planning
35
43
4.03%
4.95%
+0.92
Heat action plans
8
13
0.92%
1.50%
+0.57
Climate protests
9
13
1.04%
1.50%
+0.46
Urban sustainability
50
53
5.76%
6.10%
+0.34
Anthropogenic climate influence
12
14
1.38%
1.61%
+0.23
Green infrastructure
41
29
4.72%
3.34%
-1.39
Green roofs
33
19
3.80%
2.19%
-1.62
The next question is about delivery
Does the growing warning conversation connect people to cooling access, safer work schedules and support during hot nights? Compare news themes with programme activation and reach. The available coverage alone cannot answer whether protection improved.
Why the heat builds up
Explore the links between the built environment and the heat people experience.
The city releases yesterday’s sunshine.
Roofs and roads store solar energy and release it later, slowing overnight cooling.
Li and Bou-Zeid combine observations and modelling to examine heat waves and urban heat islands together. They find that heat waves can increase the urban–rural temperature difference as well as raise background temperatures. Their analysis connects the additional urban warming to limited surface moisture and lower wind speeds. This supports evaluating hot-weather conditions alongside the urban form, rather than treating the two effects as independent .
Gunawardena and colleagues distinguish cooling within the urban canopy from effects higher in the atmosphere. Their synthesis finds that vegetation’s evaporation and transpiration matter for canopy-layer cooling, while surface roughness also changes convection. The size, distribution and geometry of green space influence how cooling spreads. The review also warns that water bodies may contribute to warming at night under some conditions, despite useful daytime cooling .
Read the scope: concept expansion includes related methods and materials research. Counts are a view of the knowledge base; the cited study findings below carry their own populations, methods and limitations.
Two measurement traps to avoid
Venter and colleagues compare satellite surface temperatures with crowdsourced weather-station air temperatures in 342 European urban clusters during the 2019 heat wave. Mean surface heat-island intensity was 1.45°C, compared with 0.26°C for the canopy-layer air measure. Their warning concerns the use of surface measurements as a proxy for human heat exposure. It does not imply that every satellite-based finding or health-risk estimate is overstated by the same factor .
Streutker’s Houston study used early-morning satellite observations and found that the spatial extent of its modelled surface heat island was independent of its magnitude and rural temperature. Zhou and colleagues examine how the footprint declines toward rural areas across Chinese cities. These studies use different places, designs and questions. Their results should not be presented as a direct scientific disagreement merely because one discusses extent and the other intensity .
Separate growth in paper counts from growth in attention. Compare the same themes across two complete two-year windows.
Research movement
01
Vulnerability is moving closer to the centre
Its share rises from 1.22% to 3.86%, with 188 → 863 records. Resilience rises from 0.94% to 2.17%. These terms suggest more attention to who is exposed and the capacity to respond.
02
More building papers, less relative weight
Building energy and comfort grows from 3,888 to 4,319 records, yet its share falls from 25.32% to 19.32%. The wider related literature grows faster. A falling share does not mean a shrinking evidence base.
03
Materials and adaptation develop together
Within promising or breakthrough research, radiative cooling rises from 2.93% to 4.51%; green infrastructure rises from 2.97% to 4.24%. These are inferred orientations, not verified success rates.
Which research themes are gaining ground?
2021–2022 compared with 2024–2025
Earlier window 15,357 recordsLater window 22,354 recordsChange in share · pp = percentage points · shared bar scale
↗ Gaining share
Vulnerability+2.64 pp
1.22% → 3.86%188 → 863 records
Urban climate+2.22 pp
5.93% → 8.14%910 → 1,820 records
Climate change+2.04 pp
16.27% → 18.31%2,498 → 4,092 records
Climate model+1.76 pp
1.26% → 3.02%193 → 675 records
Air quality index+1.47 pp
2.31% → 3.78%354 → 845 records
Resilience+1.23 pp
0.94% → 2.17%144 → 485 records
↘ Losing share
Remote sensing-6.15 pp
13.14% → 6.99%2,018 → 1,563 records
Building energy and comfort optimization-6.00 pp
25.32% → 19.32%3,888 → 4,319 records
Wind and air flow studies-3.48 pp
8.89% → 5.42%1,366 → 1,211 records
Energy consumption-2.30 pp
4.73% → 2.43%727 → 544 records
Urbanization-2.23 pp
10.33% → 8.10%1,586 → 1,811 records
Urban green space and health-1.84 pp
20.63% → 18.79%3,168 → 4,200 records
At least 40 tagged records in each two-year window and orientation. Selected issue-relevant themes; broad disciplinary labels are excluded. Each record can carry multiple themes, so shares do not add to 100%. A fall in share does not establish a fall in physical risk, deployment or effectiveness.
Inspect every eligible displayed theme, count and share
Theme
Earlier records
Later records
Earlier share
Later share
Change (pp)
Vulnerability
188
863
1.22%
3.86%
+2.64
Urban climate
910
1,820
5.93%
8.14%
+2.22
Climate change
2,498
4,092
16.27%
18.31%
+2.04
Climate model
193
675
1.26%
3.02%
+1.76
Air quality index
354
845
2.31%
3.78%
+1.47
Resilience
144
485
0.94%
2.17%
+1.23
Socioeconomic status
112
399
0.73%
1.78%
+1.06
Urban environment
201
485
1.31%
2.17%
+0.86
Thermal radiation and cooling technologies
475
866
3.09%
3.87%
+0.78
Sustainability
461
829
3.00%
3.71%
+0.71
Sustainable development
279
553
1.82%
2.47%
+0.66
Extreme heat
145
352
0.94%
1.57%
+0.63
Radiative cooling
229
471
1.49%
2.11%
+0.62
Heat wave
212
446
1.38%
2.00%
+0.61
Green infrastructure
430
763
2.80%
3.41%
+0.61
Climate change and health impacts
828
1,333
5.39%
5.96%
+0.57
Urban resilience
84
249
0.55%
1.11%
+0.57
Adaptation
217
438
1.41%
1.96%
+0.55
Urban planning
1,466
2,244
9.55%
10.04%
+0.49
Urban green space
119
238
0.77%
1.06%
+0.29
Air quality monitoring and forecasting
158
287
1.03%
1.28%
+0.26
Urban ecosystem
200
334
1.30%
1.49%
+0.19
Sustainable building design and assessment
175
289
1.14%
1.29%
+0.15
Urban design
132
214
0.86%
0.96%
+0.10
Remote sensing and land use
1,000
1,448
6.51%
6.48%
-0.03
Energy performance
153
120
1.00%
0.54%
-0.46
Microclimate
781
1,024
5.09%
4.58%
-0.50
Cooling load
163
97
1.06%
0.43%
-0.63
Efficient energy use
503
572
3.28%
2.56%
-0.72
Thermal insulation
214
129
1.39%
0.58%
-0.82
Urban stormwater management solutions
746
900
4.86%
4.03%
-0.83
Thermal sensation
189
87
1.23%
0.39%
-0.84
Heat transfer
277
186
1.80%
0.83%
-0.97
Green roof
443
402
2.88%
1.80%
-1.09
Wind speed
471
355
3.07%
1.59%
-1.48
Urban green space and health
3,168
4,200
20.63%
18.79%
-1.84
Urbanization
1,586
1,811
10.33%
8.10%
-2.23
Energy consumption
727
544
4.73%
2.43%
-2.30
Wind and air flow studies
1,366
1,211
8.89%
5.42%
-3.48
Building energy and comfort optimization
3,888
4,319
25.32%
19.32%
-6.00
Remote sensing
2,018
1,563
13.14%
6.99%
-6.15
How to use this signal
Use growing themes to discover questions, methods and authors. Use the losing-share side to check whether an established approach is being displaced in the conversation or simply growing more slowly. Index composition and topic tagging can also shift these patterns; they do not establish scientific consensus.
What can cool a city?
Compare like with like first. Then choose an approach for the place, people and outcome that matter.
Intervention evidence
One city. One model. Different interventions.
London · modelled mean change in outdoor air at 2 m · two hot days in summer 2018 · °C
Cool roofs
-1.2°
Solar panels
-0.5°
Street vegetation
-0.3°
Green roofs
≈0°
Air conditioning
+0.15°
CoolingWarming
Large-scale deployment scenarios. Bar lengths show the magnitude of change; signs distinguish cooling from warming. These are not measured returns from implemented projects.
It tests outdoor air-temperature responses under a shared model and weather window.
−1.2°Cmodelled mean change with cool roofs
This does not rank interventions for every climate or outcome. Pedestrian shade, indoor comfort, electricity use and surface temperature require different measures.
A green roof’s near-zero average here can mask daytime cooling. Air conditioning can protect indoor occupants while adding waste heat outdoors.
Canopy can reduce pedestrian heat exposure. The size of the benefit depends on climate, street geometry and tree traits.
Before deploying: Check planting space, water availability, mature canopy and airflow. A cross-city review does not provide one universal cooling value.
0.15°Cpopulation-weighted mean summer air cooling from existing trees
The local effect and the global average are different questions.
A 2026 global model estimates 0.15 ± 0.03°C average cooling, with much larger benefits in some places. Cooling is unequally distributed. This result cannot be substituted for the temperature difference directly beneath a tree.
The model estimates around 0.25–0.27°C air cooling for the added cover. Arid cities can still have little total tree cooling because they have less canopy. Water availability, tree survival and maintenance remain local constraints.
Humid: urban form changes the marginal effect
Estimated air cooling rises from 0.08°C to 0.12°C across the impervious-cover bands. The study explains that new canopy in dense areas increasingly replaces hard surfaces. Switch measures to see how much larger surface effects are.
Study coefficients are shown as cooling magnitudes, with their reported standard errors. No uncertainty propagation or site-level prediction is implied. Climate averages do not establish feasibility for a particular street.
What changes the result in practice?
Li and colleagues model green and reflective roofs over the Baltimore–Washington region during a June 2008 heat wave. Both approaches reduce surface heat-island intensity more than the near-surface air-temperature difference. Green roofs with ample soil moisture perform comparably to cool roofs with an albedo of 0.7 in that model. Irrigation can provide additional cooling when unmanaged soil moisture is low, making water availability a material condition of the result .
Kumar and colleagues review 202 studies covering 51 kinds of green, blue and grey infrastructure. Their synthesis identifies substantial cooling potential but uneven research coverage across intervention types. Gardens, wetlands, walls, trees and other approaches are represented by different studies and contexts. The review supports examining co-benefits and local conditions alongside temperature effects; it does not turn every reported category average into a reliable forecast for a new site .
Rawat and Singh review cool-roof performance across climate zones and report building energy savings ranging from 15% to 35.7% in the literature they surveyed. These are energy-use outcomes from that review, not an estimated saving for all buildings. A local appraisal still needs the building’s starting condition and climatic context, and should keep energy consumption distinct from roof-surface and outdoor-air temperature measures .
For over 90 years, Geissler Roofing has been designing and building commercial roofing systems for new…
United states
24
No matching profiles. Try a broader name, country or activity.
Only profiles with an employee value are ranked here. 130 companies match the broader query; workforce data is incomplete and dates vary. Empty descriptions are shown explicitly.
Capital is a data gap in this snapshot.only 0 funding rounds match the companies working on this problem — too few to read a trend from. The company directory separately flags 9 profiles with funding information; it does not provide a matched, dated round series for this page. Broad construction and energy funding is excluded.
Move from plans to delivery
Track public commitments, but evaluate who receives protection and whether exposure actually falls.
Public-action record
80 matched records · urban heat, cooling access and urban greening
Urban Heat Island Mitigation Program
New Jersey · Grant
Let’s Grow
Perth, Western Australia · Grant
Tree Forward
Harrisburg, Pennsylvania · Grant
Urban Forestry Program
Port Angeles, Washington · Grant
Programme names and dates from Prism records. Announcements can repeat, and greening programmes may serve wider aims. Monetary values are withheld pending source-level checks.
Wu and colleagues test a spectrally selective textile designed to limit heat gained from surrounding urban surfaces. In simulated outdoor urban conditions, the vertically placed fabric was 2.3°C cooler than a solar-reflecting broadband emitter. That comparator is another radiative-cooling material, not conventional clothing. The result is a material-temperature comparison; the abstract does not establish a corresponding reduction in body temperature, illness or city-wide heat .
Park and colleagues combine satellite imagery, gridded air temperatures and deep-learning local-climate-zone mapping across 157 South Korean cities. Their map achieves overall classification accuracy of 0.78. The study illustrates a route toward comparing urban form with canopy-level thermal conditions across a country. Classification accuracy is not a cooling effect, and the map’s role is to improve assessment rather than demonstrate the success of an intervention .
All 16 dimensions from the problem-file framework remain accessible, including the areas where coverage is too thin.
Expand a dimension for source-linked findings, geographic detail and underlying tables. Limited coverage is a measurement constraint, not evidence that a problem or solution is absent.
ScaleData available
Urban heat islands depend on the medium being measured and on the comparison area. Arnfield’s review describes measurements ranging from individual surfaces and streets to neighbourhoods, and explains why different sensing techniques describe different thermal environments. A single temperature difference should therefore be accompanied by the spatial scale, measurement method and reference location used to obtain it 1.
Peng and colleagues examine satellite-derived surface temperatures across 419 large cities. They report an annual average daytime urban–suburban difference of 1.5 ± 1.2°C and a nighttime difference of 1.1 ± 0.5°C. Daytime and nighttime intensities were not correlated across cities. These are surface measurements and cannot be read as the temperature difference in the air people breathe 2.
Zhou and colleagues study 32 Chinese cities using satellite observations from 2003 to 2012. Their estimated heat-island footprint, including the urban area, averages 2.3 times the urban extent during the day and 3.9 times at night. They also report substantial variation across places and times. The finding makes the choice of rural reference an important part of interpreting a city’s heat-island estimate 3.
67.6kresearch papers7,070 venues
656.3kcitations to that workcumulative
275patent filingsthrough 2024
4knews articles68 countries · since 2021
These measure the recorded human response to the problem — papers, filings, coverage — not the size of the problem itself. Prism can witness the literature; it cannot weigh the world.
Source: Prism problem records. Scope and measurement notes appear above.
WhereData available
The country, state and reviewed city tables are visible in the geography chapter. City tags are mentions, not local incident counts. The explorer includes article counts, shares within the selected country and a relative-attention ratio. Its country and city windows are January 2022 through June 2026. Relative attention divides the issue’s share of a place’s total news coverage by its global news share; it is not a temperature or an estimate of personal exposure. Small samples and repeated reporting can produce unstable ratios.
Hsu and colleagues combine summertime surface-temperature and census-tract data for 175 large urbanized areas in the continental United States. In all but six, the average person of color lives in a tract with higher surface heat-island intensity than the average non-Hispanic white resident. They find a similar disparity when comparing households below the poverty line with those above twice that threshold. This describes unequal exposure in the study population, not an estimate of heat-related deaths 4.
Li and colleagues’ global greenness study distinguishes the cooling capacity of a city from the benefit experienced by an average resident. Across approximately 500 large cities, the resident-level daytime surface-cooling benefit averages 2.2°C in the Global South and 3.4°C in the Global North. The study attributes the gap to differences in green-space quantity and quality shaped by socioeconomic and natural conditions. These are surface-cooling measures, not indoor temperatures 5.
Lived report
25 public posts mentioning this problem
This corpus records post titles without their community, so the volume is countable but the breakdown is not.
Source: Prism problem records. Scope and measurement notes appear above.
CausesData available
Li and Bou-Zeid combine observations and modelling to examine heat waves and urban heat islands together. They find that heat waves can increase the urban–rural temperature difference as well as raise background temperatures. Their analysis connects the additional urban warming to limited surface moisture and lower wind speeds. This supports evaluating hot-weather conditions alongside the urban form, rather than treating the two effects as independent 6.
Gunawardena and colleagues distinguish cooling within the urban canopy from effects higher in the atmosphere. Their synthesis finds that vegetation’s evaporation and transpiration matter for canopy-layer cooling, while surface roughness also changes convection. The size, distribution and geometry of green space influence how cooling spreads. The review also warns that water bodies may contribute to warming at night under some conditions, despite useful daytime cooling 7.
A structured causal dataset is not available for this issue — the mechanism is described in the research above, from the studies themselves. There is no structured factor extraction covering this problem to count against it.
EvidenceData available
Venter and colleagues compare satellite surface temperatures with crowdsourced weather-station air temperatures in 342 European urban clusters during the 2019 heat wave. Mean surface heat-island intensity was 1.45°C, compared with 0.26°C for the canopy-layer air measure. Their warning concerns the use of surface measurements as a proxy for human heat exposure. It does not imply that every satellite-based finding or health-risk estimate is overstated by the same factor 8.
Streutker’s Houston study used early-morning satellite observations and found that the spatial extent of its modelled surface heat island was independent of its magnitude and rural temperature. Zhou and colleagues examine how the footprint declines toward rural areas across Chinese cities. These studies use different places, designs and questions. Their results should not be presented as a direct scientific disagreement merely because one discusses extent and the other intensity 93.
67.6ktyped documentslast 10 years
93.1%empirical or methodologicalrest is review, position, theory
28.4kclaim progressbreakthrough or promising
4.5kraise cautioncautionary or critical
What kind of knowledge
Contribution type across the corpus
Empirical
46,566
Methodological
16,360
Review
3,023
Position
1,150
Theoretical
503
What posture it takes
Orientation across the corpus
Descriptive
23,862
Promising
22,290
Problem identifying
7,336
Breakthrough
6,151
Cautionary
4,109
Comparative
3,445
Critical
409
Publication volume
Papers per year, stopping at 2025 — the last complete year in the corpus
20172025
Source: Prism research index. Scope and measurement notes appear above.
What is growingData available
The literature shows shifting emphasis, with opportunities gaining prominence while problems and cautions receive relatively less focus.
Referenced: India rising share of coverage · United states rising share of coverage
What researchers find promising
Share of this problem's own literature · 2021–2025
40.84% → 41.95%
1.03×
rising
What researchers identify as going wrong
Share of this problem's own literature · 2021–2025
11.75% → 10.89%
0.93×
falling
What researchers warn about
Share of this problem's own literature · 2021–2025
6.54% → 5.79%
0.89×
falling
Newly studied — inside what is going wrong
Share of that group, 2021–2022 vs 2024–2025
Subject
2021–2022
2024–2025
Growth
Adaptation
49
125
1.83×
Extreme heat
40
91
1.63×
Vulnerability
60
137
1.63×
Psychological resilience
46
97
1.51×
Climate Change and Health Impacts
154
298
1.38×
Urban environment
54
98
1.30×
Sustainable Building Design and Assessment
41
72
1.26×
Quality
43
73
1.22×
Newly studied — inside what researchers warn about
Share of that group, 2021–2022 vs 2024–2025
Subject
2021–2022
2024–2025
Growth
Urban climate
53
107
1.45×
Air temperature
43
75
1.25×
Urban planning
80
136
1.22×
Green infrastructure
40
63
1.13×
Climate change
179
274
1.10×
Climate Change and Health Impacts
71
105
1.06×
Plant Water Relations and Carbon Dynamics
40
58
1.04×
Urban Green Space and Health
196
284
1.04×
Newly studied — inside what looks promising
Share of that group, 2021–2022 vs 2024–2025
Subject
2021–2022
2024–2025
Growth
Oceanography
52
200
2.69×
Resilience
68
256
2.64×
Engineering physics
47
154
2.29×
Geospatial analysis
48
151
2.20×
Urban environment
42
125
2.08×
Vulnerability
50
146
2.04×
Geothermal Energy Systems and Applications
71
191
1.88×
Surface
57
150
1.84×
Where attention moved
Country share of this problem's own news coverage
Country
2021–2022
2024–2025
Growth
India
44
96
1.47×
United states
415
459
0.75×
Why shares, not counts. Raw yearly counts cannot be used here. The research corpus doubles between 2023 and 2024 for ingest reasons, so counting matched papers per year shows a boom on literally every theme — for antibiotic resistance raw matches rise 86% while the same slice falls as a share of the literature. Every figure above is therefore a ratio inside this problem's own slice, where an ingest change moves the numerator and denominator together. That is checked on each build: the largest year-on-year swing here was 3.43 points (at opportunities 2022), and the panel withholds itself entirely above six.
Source: Prism research index. Scope and measurement notes appear above.
Solutions attemptedData available
Several filers have proposed solutions, including multiple filings from Palo Alto Res CT Inc, Fain Romy M, PRC Desoto Int Inc, and PPG Ind Ohio Inc.
Referenced: PALO ALTO RES CT INC patent assignee · FAIN ROMY M patent assignee · PRC DESOTO INT INC patent assignee · PPG IND OHIO INC patent assignee
Patent filings per year
Stops at 2024: patents publish up to 18 months after filing, so the newest year always looks like a collapse
20102024
Who is filing
Assignees, last 10 years
PALO ALTO RES CT INC
29
FAIN ROMY M
18
PRC DESOTO INT INC
13
PPG IND OHIO INC
5
PC KRAUSE AND ASS INC
4
JOHNS MANVILLE
4
HANGZHOU JINGYI INTELLIGENT SCIENCE & TECH CO LTD
4
U S SILICA COMPANY
3
CERTAIN TEED CORP
3
FOEL INC
2
UNIV CITY NEW YORK RES FOUND
2
UNIV COLUMBIA
2
Where they file from
Assignee country
US
108
KR
19
CN
3
HK
2
BD
2
IN
1
TW
1
Source: Prism problem records. Scope and measurement notes appear above.
Intervention evidenceCoverage limited
Li and colleagues model green and reflective roofs over the Baltimore–Washington region during a June 2008 heat wave. Both approaches reduce surface heat-island intensity more than the near-surface air-temperature difference. Green roofs with ample soil moisture perform comparably to cool roofs with an albedo of 0.7 in that model. Irrigation can provide additional cooling when unmanaged soil moisture is low, making water availability a material condition of the result 10.
Kumar and colleagues review 202 studies covering 51 kinds of green, blue and grey infrastructure. Their synthesis identifies substantial cooling potential but uneven research coverage across intervention types. Gardens, wetlands, walls, trees and other approaches are represented by different studies and contexts. The review supports examining co-benefits and local conditions alongside temperature effects; it does not turn every reported category average into a reliable forecast for a new site 11.
Rawat and Singh review cool-roof performance across climate zones and report building energy savings ranging from 15% to 35.7% in the literature they surveyed. These are energy-use outcomes from that review, not an estimated saving for all buildings. A local appraisal still needs the building’s starting condition and climatic context, and should keep energy consumption distinct from roof-surface and outdoor-air temperature measures 12.
Not enough dataThe what-worked panel — no typed intervention claims cover this problem - the cited review in these records reports what the literature says about interventions, but no structured outcome record exists to count. This panel is shown empty rather than removed, so the gap in what Prism holds about this problem stays visible.
Negative outcomes and evidence gapsCoverage limited
Not enough dataThe what-failed panel — no negative-outcome record exists for this problem in the typed corpora: no discontinued trial, recorded supply failure or safety event matched. That is a limit of the record, not evidence that nothing has failed. This panel is shown empty rather than removed, so the gap in what Prism holds about this problem stays visible.
Research frontierData available
Wu and colleagues test a spectrally selective textile designed to limit heat gained from surrounding urban surfaces. In simulated outdoor urban conditions, the vertically placed fabric was 2.3°C cooler than a solar-reflecting broadband emitter. That comparator is another radiative-cooling material, not conventional clothing. The result is a material-temperature comparison; the abstract does not establish a corresponding reduction in body temperature, illness or city-wide heat 13.
Park and colleagues combine satellite imagery, gridded air temperatures and deep-learning local-climate-zone mapping across 157 South Korean cities. Their map achieves overall classification accuracy of 0.78. The study illustrates a route toward comparing urban form with canopy-level thermal conditions across a country. Classification accuracy is not a cooling effect, and the map’s role is to improve assessment rather than demonstrate the success of an intervention 14.
Rising term — and what that work is
Median lift
Papers 2023–2025
Papers 2018–2022
Venues agreeing
Green spaces
2.2×
88
26
3
A term only appears here if its share of papers rose inside at least 2 independent journals that published through both windows. Measuring growth across the whole corpus instead would rank whichever journal expanded its output — the ranking would be about publishing, not about the problem. 4 journals qualified as witnesses; 40 were excluded as too small or too volatile.
Source: Prism research index. Scope and measurement notes appear above.
Related companiesData available
Companies such as Prater, Weatherproofing, SOPREMA, and Klaus Hildebrandt are active in this area.
Geissler RoofingFor over 90 years, Geissler Roofing has been designing and building commercial roofing systems for new…
United states
24
24
1929
Ranked by employees: disclosed funding is not populated for the companies matching this problem, so ordering by it would have produced an empty table under a full-looking header.
Where they are
Headquarters country
United states
29
United kingdom
21
Germany
15
Canada
11
England, united kingdom
6
Netherlands
5
Belgium
4
France
2
Sweden
2
India
2
Source: Prism problem records. Scope and measurement notes appear above.
Industry coverageCoverage limited
Not enough dataindustry growth — no reported sector matched this problem with at least 25 earnings reports from 8 companies. This panel is shown empty rather than removed, so the gap in what Prism holds about this problem stays visible.
Public action recordsData available
Records matching urban heat, urban forestry, tree canopy or cooling infrastructure. These can include repeated announcements about the same programme.
Action type
Matched records
Grant
52
Budget allocation
12
Other
11
Waiver
2
Contract award
1
Disbursement
1
Stimulus
1
Extracted monetary amounts are withheld: unit and currency errors were found in the underlying records. Programme totals would also double-count announcements.
Private funding coverageCoverage limited
Not enough dataThe private-funding panel — only 0 funding rounds match the companies working on this problem — too few to read a trend from. This panel is shown empty rather than removed, so the gap in what Prism holds about this problem stays visible.
Recent developmentsData available
Monthly matched coverage, January 2022–June 2026. Changes reflect the available news record and should not be read as changes in physical heat severity.
Month
Articles
2022-01
39
2022-02
18
2022-03
17
2022-04
23
2022-05
56
2022-06
116
2022-07
141
2022-08
95
2022-09
56
2022-10
33
2022-11
30
2022-12
30
2023-01
34
2023-02
44
2023-03
43
2023-04
44
2023-05
41
2023-06
104
2023-07
195
2023-08
116
2023-09
42
2023-10
35
2023-11
45
2023-12
31
2024-01
41
2024-02
25
2024-03
31
2024-04
54
2024-05
67
2024-06
141
2024-07
151
2024-08
67
2024-09
57
2024-10
35
2024-11
39
2024-12
36
2025-01
60
2025-02
72
2025-03
67
2025-04
95
2025-05
65
2025-06
124
2025-07
107
2025-08
123
2025-09
41
2025-10
33
2025-11
51
2025-12
35
2026-01
39
2026-02
46
2026-03
67
2026-04
130
2026-05
170
2026-06
27
Programme metadata appears in the public-action section. Unaudited monetary summaries and ambiguous organization tags are excluded from this edition.
What the coverage is aboutData available
Key topics covered include air quality interactions with climate systems, mitigation of the urban heat island effect, public health impacts of climate change, and climate‑resilient infrastructure development.
Referenced: air quality interactions with climate systems news label · urban heat island effect mitigation news label · public health implications of climate change news label · climate-resilient infrastructure development news label
36.1%negative coverage
60.5%positive coverage
0.6:1negative to positive · 0.98× the 0.61:1 all news runs at
negative +15.3 ptspositive -15.0 ptsratio 0.36 → 0.73 — last twelve months against the twelve before
20220.7
20230.71
20240.47
20250.49
20260.72
Source: Prism problem records. Scope and measurement notes appear above.
3,524 matching articles
Window: 2022-01-01 → 2026-07-01 (end exclusive)
Distinctive subjects
Subcategories ranked by lift · at least 40 articles
Label
Articles
Lift
Air quality interactions with climate systems
157
3768.5×
Urban heat island effect mitigation
199
3281.2×
Public health implications of climate change
208
1144.9×
Climate-resilient infrastructure development
76
988.8×
Extreme weather event attribution studies
113
396.5×
Indoor air quality management in buildings
107
363.1×
Green building and architecture
427
324.4×
Urban gardening and local food systems
107
246.1×
Green building certifications and standards
163
222.1×
Sustainable construction materials and practices
171
209.4×
Sustainable urban planning initiatives
292
198.9×
Solar and wind energy adoption
124
182.5×
Distinctive terms
Keywords ranked by lift · at least 25 articles
Label
Articles
Lift
Green roofs
104
1372.0×
Heat-related mortality
147
1136.4×
Thermal increase patterns
38
811.0×
Urban green spaces
271
498.5×
Energy-efficient buildings
166
427.5×
Heat alert
89
333.5×
Thermal stress warning
62
283.0×
Excessive heat warning
200
267.0×
Urban sustainability
197
264.6×
Dangerous heat index
211
258.4×
Solar-ready buildings
26
254.5×
Climate-sensitive diseases
36
244.7×
Matched coverage
Sentiment mix in articles about this problem
Very pos
40.3%
Slight pos
38.0%
Slight neg
31.7%
Fair pos
25.9%
Very neg
22.2%
Fair neg
19.2%
No clear sentiment
6.8%
Extreme pos
1.4%
Extreme neg
1.3%
Corpus baseline
Sentiment mix across all Prism news in the same window
Very pos
37.3%
Slight pos
32.6%
Slight neg
27.6%
Fair pos
21.0%
Very neg
18.7%
Fair neg
11.1%
No clear sentiment
13.1%
Extreme pos
5.3%
Extreme neg
4.5%
An article can carry several sentiment labels at once, so these shares deliberately do not sum to 100% — read each one against the corpus figure beside it, not against the others. The comparison is the point: coverage of this problem leans harder on some tones than ordinary news does.
2 labels were dropped before ranking because they only restate the problem. Ranked purely by lift the tables fill with the problem's own vocabulary — true, enormous, and uninformative — while the rows that tell you where the problem actually bites fall off the bottom.
Why lift, not count? A raw count mostly tells you what news talks about everywhere. In semiconductor-shortage coverage, “corporate earnings reports and financial performance” appeared in 207 articles and was the third-highest subcategory by count, but it was only 7.9× its normal corpus share. “Microcontrollers and microprocessor units” appeared in 396 articles and was 922× its normal share. The second label is therefore far more specific to the problem. These tables rank by that over-representation; the article count only shows how much coverage supports it.
Source: Prism problem records. Scope and measurement notes appear above.
Research review bibliographyStudy links
Papers cited — 14 of 41 read
Two decades of urban climate research: a review of turbulence, exchanges of energy and water, and the urban heat island A. John Arnfield · International Journal of Climatology · 2003 · 3,450 citations · review · doi:10.1002/joc.859↩
Surface Urban Heat Island Across 419 Global Big Cities Shushi Peng, Shilong Piao, Philippe Ciais, Pierre Friedlingstein et al. · Environmental Science & Technology · 2011 · 1,384 citations · doi:10.1021/es2030438↩
The footprint of urban heat island effect in China Decheng Zhou, Shuqing Zhao, Liangxia Zhang, Ge Sun et al. · Scientific Reports · 2015 · 1,613 citations · doi:10.1038/srep11160↩
Disproportionate exposure to urban heat island intensity across major US cities Angel Hsu, Glenn Sheriff, TC Chakraborty, Diego Manya · Nature Communications · 2021 · 759 citations · doi:10.1038/s41467-021-22799-5↩
Green spaces provide substantial but unequal urban cooling globally Yuxiang Li, Jens‐Christian Svenning, Weiqi Zhou, Kai Zhu et al. · Nature Communications · 2024 · 206 citations · doi:10.1038/s41467-024-51355-0↩
Synergistic Interactions between Urban Heat Islands and Heat Waves: The Impact in Cities Is Larger than the Sum of Its Parts Dan Li, Elie Bou‐Zeid · Journal of Applied Meteorology and Climatology · 2013 · 883 citations · doi:10.1175/jamc-d-13-02.1↩
Utilising green and bluespace to mitigate urban heat island intensity Kanchane Gunawardena, M.J. Wells, Tristan Kershaw · The Science of The Total Environment · 2017 · 1,363 citations · doi:10.1016/j.scitotenv.2017.01.158↩
Crowdsourced air temperatures contrast satellite measures of the urban heat island and its mechanisms Zander S. Venter, TC Chakraborty, Xuhui Lee · Science Advances · 2021 · 304 citations · doi:10.1126/sciadv.abb9569↩
A remote sensing study of the urban heat island of Houston, Texas D. R. Streutker · International Journal of Remote Sensing · 2002 · 496 citations · doi:10.1080/01431160110115023↩
The effectiveness of cool and green roofs as urban heat island mitigation strategies Dan Li, Elie Bou‐Zeid, Michael Oppenheimer · Environmental Research Letters · 2014 · 472 citations · doi:10.1088/1748-9326/9/5/055002↩
Urban heat mitigation by green and blue infrastructure: Drivers, effectiveness, and future needs Prashant Kumar, Sisay E. Debele, Soheila Khalili, Christos H. Halios et al. · The Innovation · 2024 · 219 citations · doi:10.1016/j.xinn.2024.100588↩
A study on the comparative review of cool roof thermal performance in various regions Mohan Rawat, R. N. Singh · Energy and Built Environment · 2021 · 187 citations · doi:10.1016/j.enbenv.2021.03.001↩
Spectrally engineered textile for radiative cooling against urban heat islands Ronghui Wu, Chenxi Sui, Ting‐Hsuan Chen, Zirui Zhou et al. · Science · 2024 · 265 citations · doi:10.1126/science.adl0653↩
Nationwide Local Climate Zone Mapping and Comparative Assessment of Urban Heat Island Effects in South Korea Sujeong Park, Hui-Jung Kim, Y -M Kim, Yeonsu Lee et al. · Korean Journal of Remote Sensing · 2025 · doi:10.7780/kjrs.2025.41.6.20↩
Follow every finding to its source
Published studies and public guidance anchor the physical findings. Prism’s retrieved records provide the surrounding research, news and company analytics.
Governance, warnings, vulnerable groups, communication, health systems, exposure, surveillance and evaluation.
Measurement
Scope and interpretation
Research
Related papers and concepts through 2025. Contribution and orientation are inferred categories, not quality scores. Complete-year shares reduce distortions caused by uneven record ingestion.
Patents
275 matching filings through 2024. Filings are not grants, deployed products, unique inventions or proof of efficacy.
News & geography
Scale uses Jan 2021–Jun 2026; geography uses Jan 2022–Jun 2026. Volume needs ≥8 matches per country. Relative-attention ranking needs ≥40. Coverage varies; missing data does not imply no urban heat.
Physical temperature
Air and land-surface measures are labelled separately. US ranges, global cooling contrasts and a London scenario study have different scopes and must not be pooled.
Companies & public action
Profiles and announcements indicate activity. They do not establish cooling impact. No total market size, spending total or investment trend is inferred from unmatched or unaudited amounts.
Snapshot
Records retrieved 2026-09-14; primary sources checked 14 September 2026. The review draws on 41 retrieved abstracts; a separate review-paper retrieval lane was unavailable. Cited abstracts were re-read for this edition, including attribution, measurement and comparator checks. It is an editorial synthesis, not a systematic review.