Skip to content

Module Overview⚓︎

Reference

Van Donkelaar, Aaron, Melanie S. Hammer, Liam Bindle, Michael Brauer, Jeffery R. Brook, Michael J. Garay, N. Christina Hsu et al. "Monthly global estimates of fine particulate matter and their uncertainty." Environmental Science & Technology 55, no. 22 (2021): 15287-15300.

Asher, Sam, Tobias Lunt, Ryu Matsuura, and Paul Novosad. "Development research at high geographic resolution: an analysis of night-lights, firms, and poverty in India using the shrug open data platform." The World Bank Economic Review 35, no. 4 (2021): 845-871.
@article{van2021monthly,
  title={Monthly global estimates of fine particulate matter and their uncertainty},
  author={Van Donkelaar, Aaron and Hammer, Melanie S and Bindle, Liam and Brauer, Michael and Brook, Jeffery R and Garay, Michael J and Hsu, N Christina and Kalashnikova, Olga V and Kahn, Ralph A and Lee, Colin and others},
  journal={Environmental Science \& Technology},
  volume={55},
  number={22},
  pages={15287--15300},
  year={2021},
  publisher={ACS Publications}
}

@article{almn2021,
  title={Development research at high geographic resolution: an analysis of night-lights, firms, and poverty in India using the shrug open data platform},
  author={Asher, Sam and Lunt, Tobias and Matsuura, Ryu and Novosad, Paul},
  journal={The World Bank Economic Review},
  volume={35},
  number={4},
  year={2021},
  publisher={Oxford University Press}
}
About Surface PM2.5 particulate pollution aggregates from 1998-2020: estimated annual ground-level fine particulate matter (PM2.5) for 1998-2020, created by combining Aerosol Optical Depth (AOD) retrievals from the NASA MODIS, MISR, and SeaWIFS instruments with the GEOS-Chem chemical transport model. See source link for additional construction details.
Geographic Coverage National
Aggregations Shrid, District, Subdistrict, Village/Town
Producer Atmospheric Composition and Analysis Group (ACAG)
Source URL https://sites.wustl.edu/acag/datasets/surface-pm2-5/#V5.GL.02
Notes

Release Details⚓︎

Release Number 2.0
Release Name pakora
Last updated June 27, 2023

See anything amiss? Let us know!