Paper · 2026 · Sustainability

Regulating Ecosystem Services: The Role of Urban Forests in the Removal of Particulate Matter in the Bydgoszcz–Toruń Area (Poland)

Fabiana Figurati; Lorenza Nardella; Umberto Grande; et al.

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Open access · cc-by

Abstract

Air quality improvement represents a critical challenge for the European Union, with particulate matter (PM) being the most harmful pollutant in urban areas. Urban Green Infrastructures (UGIs) provide essential ecosystem services that mitigate air pollution, notably through PM10 removal via deposition on leaf surfaces, reducing health risks associated with poor air quality. This study quantifies the PM10 removal supplied by urban forests in the Bydgoszcz–Toruń area (Poland) using a spatially explicit modeling framework. Remotely sensed Leaf Area Index, vegetation cover, and PM10 concentration data were integrated within a GIS environment, with all analyses conducted on a seasonal basis to capture temporal variability in vegetation phenology and pollutant levels. Resulting maps of mean seasonal PM10 removal efficiency (kg/ha) reveal distinct functional group patterns: deciduous broadleaves reach peak efficiency in summer, whereas conifers provide a more consistent year-round contribution, resulting in the highest annual removal. Monetary valuation was performed using externality costs from the European Environmental Agency. Overall, urban forests remove 3360.40 Mg of PM10 annually, corresponding to an estimated value of 255.69 M€. Integrating biophysical and economic perspectives supports urban planning and highlights UGIs as nature-based solutions to enhance air quality, protect public health and promote ecosystem biodiversity and resilience.

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Claims 5

Observationobservedoriginal resultsimulated

Claim · model-written summary

Deciduous broadleaves reach peak PM10 removal efficiency in summer.

Taxon
deciduous broadleavese1
Outcome
peak efficiencye1
Setting
summere1

Verbatim

e1

“deciduous broadleaves reach peak efficiency in summer”

✓ located verbatim in the source · abstract, characters 880–933 · show in text ↑
Observationobservedoriginal resultsimulated

Claim · model-written summary

Conifers give a more consistent year-round PM10 removal contribution, resulting in the highest annual removal.

Taxon
conifersPinopsidae2
Outcome
year-round contributione2
Qualifier
resulting in the highest annual removale2

Verbatim

e2

“conifers provide a more consistent year-round contribution, resulting in the highest annual removal”

✓ located verbatim in the source · abstract, characters 943–1042 · show in text ↑
Observationobservedoriginal resultpositivesimulated

Claim · model-written summary

Urban forests remove 3360.40 Mg of PM10 annually.

Taxon
urban forestse3
Outcome
PM10e3
Value
3360.40 Mge3

Verbatim

e3

“urban forests remove 3360.40 Mg of PM10 annually”

✓ located verbatim in the source · abstract, characters 1150–1198 · show in text ↑
Observationobservedoriginal resultpositivesimulated

Claim · model-written summary

The PM10 removal by urban forests has an estimated value of 255.69 M€.

Taxon
urban forestse3
Outcome
estimated valuee4
Value
255.69 M€e4

Verbatim

e3

“urban forests remove 3360.40 Mg of PM10 annually”

✓ located verbatim in the source · abstract, characters 1150–1198 · show in text ↑
e4

“corresponding to an estimated value of 255.69 M€”

✓ located verbatim in the source · abstract, characters 1200–1248 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Urban green infrastructure should be used as nature-based solutions to enhance air quality in urban planning.

Taxon
urban forestse3
Outcome
nature-based solutions to enhance air qualitye5

Verbatim

e3

“urban forests remove 3360.40 Mg of PM10 annually”

✓ located verbatim in the source · abstract, characters 1150–1198 · show in text ↑
e5

“highlights UGIs as nature-based solutions to enhance air quality”

✓ located verbatim in the source · abstract, characters 1328–1392 · show in text ↑