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Monitoring of Total and Off-Road NOx Emissions From Canadian Oil Sands Surface Mining Using the Ozone Monitoring Instrument The oil sands in Alberta, Canada is a significant source of air pollution. Observations from the Ozone Monitoring Instrument (OMI) on the NASA Aura satellite have been used to quantify NOx emissions from the surface mining region of the oil sands. Two related emissions methods were utilized, one for point and one for area sources, where OMI vertical columns densities of NO2 were combined with winds from a meteorological reanalysis and a two-dimensional exponentially-modified Gaussian (EMG) plume model. This work better connects the two (point and area) emissions methods, discusses the interpretation of fit parameters, and the ability of OMI (and other sensors) to resolve emissions between neighbouring sources.

The two methods employed, in good agreement with each other, indicated an increase in emissions from about 55 to 80 kt[NO2]/yr between 2005–2011, and flat thereafter. Reported emissions were typically 0–15 % smaller, consistent to within uncertainties. In an extension of this methodology, OMI observations were combined with reported point source emissions to derive the more uncertain emissions component from the large off-road mining fleet. These were found to make up about 60 % of total NOx emissions, also consistent with reported emissions. The OMI-derived 1.3 %/year increase in fleet emissions and the 5.9 %/year increase in bitumen mined, generally a good proxy for fleet emissions, can be reconciled by considering the evolution of the mine fleet over this period. OMI is therefore able to track the transition from US EPA Tier 1 standards, through Tier 4 standards, to the present, and in so doing demonstrates the efficacy of this policy. Furthermore, this analysis shows that had the fleet remained at Tier 1 this source would currently be emitting an additional 25 kt/yr.
Document ID
20250002549
Acquisition Source
Goddard Space Flight Center
Document Type
Accepted Manuscript (Version with final changes)
Authors
Chris A McLinden ORCID
(Environment and Climate Change Canada Gatineau, Quebec, Canada)
Debora Griffin ORCID
(Environment and Climate Change Canada Gatineau, Quebec, Canada)
Vitali Fioletov ORCID
(Environment and Climate Change Canada Gatineau, Quebec, Canada)
Junhua Zhang
(Environment and Climate Change Canada Gatineau, Quebec, Canada)
Enrico Dammers
(Netherlands Organisation for Applied Scientific Research Delft, Netherlands)
Cristen Adams
(Alberta Environment and Protected Areas Edmonton, Canada)
Mallory Loria
(Environment and Climate Change Canada Gatineau, Quebec, Canada)
Nickolay Krotkov
(Goddard Space Flight Center Greenbelt, United States)
Lok N Lamsal
(University of Maryland Baltimore County)
Date Acquired
March 11, 2025
Publication Date
March 10, 2025
Publication Information
Publication: Atmospheric Chemistry and Physics
Publisher: European Geosciences Union
ISSN: 1680-7316
e-ISSN: 1680-7324
Subject Category
Earth Resources and Remote Sensing
Environment Pollution
Funding Number(s)
WBS: 437949.02.80.01.11
Distribution Limits
Public
Copyright
Portions of document may include copyright protected material.
Keywords
Aura
OMI
oil sands
emissions
SO2
satellite remote sensing
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