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Prenatal greenness, air pollution, and birthweight: Assessing sensitive windows of exposure and sub-populations in a multi-exposure setting.

Journal articles  - Journal Article
Fiffer, M; Bravo, MA; Zephyr, D; Tootoo, JL; Roscoe, C; Wilt, G; Gasymova, R; James, P; Miranda, ML
Published in: Environment international
February 2026

Studies show that prenatal neighborhood greenness is positively associated with birthweight. However, few go beyond a pregnancy-long greenness average or consider air pollution co-exposures. We used time-varying greenness and air pollution estimates to explore sensitive windows and subpopulations.We examined Michigan (U.S.) birth records between 2007 and 2016 (n = 798,071). We derived the Normalized Difference Vegetation Index (NDVI) from Landsat images (30 m2 resolution) to estimate greenness within 270 m and 1230 m radial buffers around each mother's address, to represent greenness immediately surrounding addresses and within a short walk, respectively, in the three seasons before birth. We joined estimated weekly 1 km2 gridded PM2.5, NO2, and O3 concentrations, and fit distributed lag models to assess trimester-specific greenness, weekly air pollution, and birthweight, adjusting for temperature, seasonality, maternal factors, and gestational age. We examined whether the NDVI-birthweight association varied by socioeconomic status, and whether the air pollution-birthweight association varied by NDVI tertile.In adjusted models, an IQR (0.2 unit) increase in NDVI within a 270 m buffer was associated with a 12.3 g (95% CI: 9.7 g, 15.0 g) higher birthweight. Positive associations were observed in all trimesters, and across all maternal education and neighborhood median household income levels. PM2.5-birthweight associations (IQR = 5 μg/m3) were largest in the lowest NDVI tertile (PM2.5: -21.3 g, 95% CI: -31.1 g, -11.5 g).Birthweight is positively associated with residential greenness in all trimesters after co-adjusting for air pollutants. Addresses surrounded by the least greenness had the strongest inverse PM2.5-birthweight association. Nature-based solutions may attenuate air pollution's negative impacts.

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Published In

Environment international

DOI

EISSN

1873-6750

ISSN

0160-4120

Publication Date

February 2026

Volume

208

Start / End Page

110079

Related Subject Headings

  • Residence Characteristics
  • Pregnancy
  • Particulate Matter
  • Michigan
  • Maternal Exposure
  • Humans
  • Female
  • Environmental Sciences
  • Birth Weight
  • Air Pollution
 

Citation

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MLA
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Fiffer, M., Bravo, M. A., Zephyr, D., Tootoo, J. L., Roscoe, C., Wilt, G., … Miranda, M. L. (2026). Prenatal greenness, air pollution, and birthweight: Assessing sensitive windows of exposure and sub-populations in a multi-exposure setting. Environment International, 208, 110079. https://doi.org/10.1016/j.envint.2026.110079
Fiffer, Melissa, Mercedes A. Bravo, Dominique Zephyr, Joshua L. Tootoo, Charlotte Roscoe, Grete Wilt, Rafiga Gasymova, Peter James, and Marie Lynn Miranda. “Prenatal greenness, air pollution, and birthweight: Assessing sensitive windows of exposure and sub-populations in a multi-exposure setting.Environment International 208 (February 2026): 110079. https://doi.org/10.1016/j.envint.2026.110079.
Fiffer M, Bravo MA, Zephyr D, Tootoo JL, Roscoe C, Wilt G, et al. Prenatal greenness, air pollution, and birthweight: Assessing sensitive windows of exposure and sub-populations in a multi-exposure setting. Environment international. 2026 Feb;208:110079.
Fiffer, Melissa, et al. “Prenatal greenness, air pollution, and birthweight: Assessing sensitive windows of exposure and sub-populations in a multi-exposure setting.Environment International, vol. 208, Feb. 2026, p. 110079. Epmc, doi:10.1016/j.envint.2026.110079.
Fiffer M, Bravo MA, Zephyr D, Tootoo JL, Roscoe C, Wilt G, Gasymova R, James P, Miranda ML. Prenatal greenness, air pollution, and birthweight: Assessing sensitive windows of exposure and sub-populations in a multi-exposure setting. Environment international. 2026 Feb;208:110079.
Journal cover image

Published In

Environment international

DOI

EISSN

1873-6750

ISSN

0160-4120

Publication Date

February 2026

Volume

208

Start / End Page

110079

Related Subject Headings

  • Residence Characteristics
  • Pregnancy
  • Particulate Matter
  • Michigan
  • Maternal Exposure
  • Humans
  • Female
  • Environmental Sciences
  • Birth Weight
  • Air Pollution