Paper · 2026 · CLEAN - Soil Air Water

Evaluating the Bioindicator Potential of Tree Species in Response to Traffic‐Related Air Pollution in Urmia, Iran

Zahra Babapour Aliyar; Abbas Banj Shafiei; Nasrin Seyedi; et al.

8
claims
17
verbatim quotes
0
citations
3
research areas
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Open access

Abstract

ABSTRACT This study evaluates the bioindicator potential of tree species in response to traffic‐related air pollution in Urmia, Iran. Nine intersections with varying traffic congestion (low, moderate, and high) were selected, along with the Nazlu campus of Urmia University as a control site. Leaf and soil samples of Cupressus arizonica Greene. (Cupressaceae), Pinus nigra Arnold. (Pinaceae), and Robinia pseudoacacia “Umbraculifera” DC. (Fabaceae) were collected and immediately transferred to the laboratory for morphological, physiological, and biochemical analysis. Results indicated that traffic‐induced air pollution reduced leaf area, stomatal density, cuticle layer thickness, and total chlorophyll content, while electrolyte leakage increased across all investigated tree species. The concentration of heavy metals, particularly Pb, in soil and leaf samples increased in correlation with rising traffic congestion levels. Overall, all the studied tree species responded to traffic‐related pollution. However, the intensity of their responses varied, indicating that species‐specific traits influence both leaf and soil properties under pollution stress. These results confirm the potential of C. arizonica , P. nigra , and R. pseudoacacia as good bioindicators of urban air pollution. The Metal Accumulation Index (MAI) indicated that C. arizonica had the highest capacity to absorb and accumulate heavy metals. This finding highlights C. arizonica as the most tolerant and resilient species to traffic‐related pollution among the studied trees, making it an excellent candidate for planting in high‐traffic areas in Urmia. These findings offer practical guidance for sustainable urban planning, urban greening, and air quality monitoring, contributing to effective pollution mitigation strategies.

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Claims 8

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Traffic-induced air pollution reduced leaf area, stomatal density and cuticle layer thickness of tree species compared with a control campus site.

Taxon
tree speciese5
Treatment
traffic‐induced air pollutione1
Outcome
leaf area, stomatal density, cuticle layer thicknesse1
Direction
reducede1
Comparator
Nazlu campus of Urmia Universitye3

Verbatim

e1

“Results indicated that traffic‐induced air pollution reduced leaf area, stomatal density, cuticle layer thickness, and total chlorophyll content”

✓ located verbatim in the source · abstract, characters 571–715 · show in text ↑
e3

“along with the Nazlu campus of Urmia University as a control site”

✓ located verbatim in the source · abstract, characters 226–291 · show in text ↑
e5

“electrolyte leakage increased across all investigated tree species”

✓ located verbatim in the source · abstract, characters 723–789 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Traffic-induced air pollution reduced total chlorophyll content of tree species compared with a control campus site.

Taxon
tree speciese5
Treatment
traffic‐induced air pollutione1
Outcome
total chlorophyll contente1
Direction
reducede1
Comparator
Nazlu campus of Urmia Universitye3

Verbatim

e1

“Results indicated that traffic‐induced air pollution reduced leaf area, stomatal density, cuticle layer thickness, and total chlorophyll content”

✓ located verbatim in the source · abstract, characters 571–715 · show in text ↑
e3

“along with the Nazlu campus of Urmia University as a control site”

✓ located verbatim in the source · abstract, characters 226–291 · show in text ↑
e5

“electrolyte leakage increased across all investigated tree species”

✓ located verbatim in the source · abstract, characters 723–789 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Traffic-induced air pollution increased electrolyte leakage across all investigated tree species compared with a control campus site.

Taxon
tree speciese5
Treatment
traffic‐induced air pollutione1
Outcome
electrolyte leakagee5
Direction
increasede5
Comparator
Nazlu campus of Urmia Universitye3

Verbatim

e1

“Results indicated that traffic‐induced air pollution reduced leaf area, stomatal density, cuticle layer thickness, and total chlorophyll content”

✓ located verbatim in the source · abstract, characters 571–715 · show in text ↑
e3

“along with the Nazlu campus of Urmia University as a control site”

✓ located verbatim in the source · abstract, characters 226–291 · show in text ↑
e5

“electrolyte leakage increased across all investigated tree species”

✓ located verbatim in the source · abstract, characters 723–789 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

Heavy metal concentrations, particularly Pb, in soil and leaf samples increased in correlation with rising traffic congestion.

Taxon
tree speciese5
Treatment
traffic congestione6
Outcome
concentration of heavy metals, particularly Pb, in soil and leaf samplese6
Direction
increasede6

Verbatim

e5

“electrolyte leakage increased across all investigated tree species”

✓ located verbatim in the source · abstract, characters 723–789 · show in text ↑
e6

“The concentration of heavy metals, particularly Pb, in soil and leaf samples increased in correlation with rising traffic congestion levels”

✓ located verbatim in the source · abstract, characters 791–930 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

All studied tree species responded to traffic-related pollution, with varying response intensity.

Taxon
tree speciese4
Outcome
intensity of their responsese1

Verbatim

e4

“all the studied tree species responded”

✓ located verbatim in the source · abstract, characters 941–979 · show in text ↑
e1

“However, the intensity of their responses varied”

✓ located verbatim in the source · abstract, characters 1010–1058 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Cupressus arizonica had the highest capacity to absorb and accumulate heavy metals.

Outcome
capacity to absorb and accumulate heavy metalse7
Direction
higheste7

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Hesperocyparis arizonica
Hesperocyparis arizonica · TaxonCricket Raspet https://www.inaturalist.org/people/chilipossum · CC BY 4.0 · Wikimedia Commons ↗

Verbatim

e7

“The Metal Accumulation Index (MAI) indicated that C. arizonica had the highest capacity to absorb and accumulate heavy metals”

✓ located verbatim in the source · abstract, characters 1295–1420 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

Cupressus arizonica is the most tolerant and resilient species and an excellent candidate for planting.

Outcome
an excellent candidate for plantinge2
Qualifier
most tolerant and resilient speciese1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Hesperocyparis arizonica
Hesperocyparis arizonica · TaxonCricket Raspet https://www.inaturalist.org/people/chilipossum · CC BY 4.0 · Wikimedia Commons ↗

Verbatim

e1

“This finding highlights C. arizonica as the most tolerant and resilient species”

✓ located verbatim in the source · abstract, characters 1422–1501 · show in text ↑
e2

“making it an excellent candidate for planting”

✓ located verbatim in the source · abstract, characters 1556–1601 · show in text ↑
Observationauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

Cupressus arizonica, Pinus nigra and Robinia pseudoacacia have potential as good bioindicators of urban air pollution.

Taxon
C. arizonica , P. nigra , and R. pseudoacaciaRobinia pseudoacaciaHesperocyparis arizonicaPinus nigrae0
Outcome
potentiale0
Qualifier
as good bioindicators of urban air pollutione0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Robinia pseudoacacia
Robinia pseudoacacia · TaxonAnnabell Hormann / korina.info · CC BY-SA 4.0 · Wikimedia Commons ↗
Hesperocyparis arizonica
Hesperocyparis arizonica · TaxonCricket Raspet https://www.inaturalist.org/people/chilipossum · CC BY 4.0 · Wikimedia Commons ↗
Pinus nigra
Pinus nigra · TaxonKarl Gruber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“These results confirm the potential of C. arizonica , P. nigra , and R. pseudoacacia as good bioindicators of urban air pollution”

✓ located verbatim in the source · abstract, characters 1164–1293 · show in text ↑