Remote Sensing and Modelling, Satellite-based Nitrogen Dioxide, Oil Sands Region
In the oil sands air monitoring component, nitrogen dioxide (NO2) and sulphur dioxide (SO2) levels are monitored by ground-based instruments, satellites and other measurements. Monitoring of air pollutants from satellites is becoming an alternative to surface and aircraft measurements, and allows for better understanding of the global distribution, sources and trends of pollutants.
Figures showing NO2 and SO2 datasets are given in “Satellite Figures-EngFr.pdf”. Using satellite data collected over the oil sands region, high-resolution air pollutant maps show distinct concentrations of NO2 (Figure 1a) and SO2 (Figure 1b) over an area (roughly 30 km x 50 km, or 19 miles x 31 miles) of intensive oil sands surface mining. The map shows that NO2 concentrations are significant and are comparable to measurements made over large, individual sources such as coal-burning power plants. NO2 concentrations in the oil sand region are smaller than in large metropolitan areas in Canada and significantly smaller than elsewhere in North America (Figures 1c and 1d). The SO2 concentrations (Figure 1e) are also significant and are comparable to those from individual industrial emissions sources, including large base-smelting operations in Manitoba and Ontario. NO2 data are provided in the files described below; SO2 data may be added to the data catalogue in the future.
The 2024 version (v4.0_OS) OMI NO2 data product builds on the previously published version of National Aeronautics and Space Administration (NASA) Ozone Monitoring Instrument (OMI) NO2 data, but includes more recent data, covering the period of 2004 to 2023 inclusive. Data are provided in netcdf format and cover the spatial domain of the entirety of the oil sands within a box defined by 53-58°N and 113-118°W. The data product is based on the NASA and OMI improved algorithms and Environment and Climate Change Canada (ECCC) post-processing algorithms to optimize the data for monitoring over Canada. This ECCC product has been shown to be more accurate as compared to the original NASA version over the oil sands region and thus it is the recommended version.
OMI-derived maps of NO2 over the surface mining area for the 2004-2023 period, sample python code to load the data, references and other details are provided in “2024 OMI NO2 Supplemental Information EngFr.pdf” document. Included maps of NOx emissions between 2004-2023 help to understand the response to introduced ambient air quality standards and demonstrate that NO2 emissions increased from about 55 to 80 kt[NO2]/yr between 2005 –2011, and then remain roughly constant, which is broadly in line with reported emissions.
Datasets available for download
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Remote Sensing and Modelling - Satellite based...CSV
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Figures for Satellite-based Nitrogen Dioxide...PDF
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Scientific Publication - Air quality over the...PDF
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Remote Sensing and Modelling - Satellite based...CSV
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View ECCC Data Mart (English)HTML
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View ECCC Data Mart (French)HTML
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Digital Object Identifier (DOI)XML
Additional Info
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| Last Updated | October 20, 2025, 02:48 (UTC) |
| Created | October 20, 2025, 02:48 (UTC) |
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Domain / Topic
Domain or topic of the dataset being cataloged.
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Title
Title for the Dataset.
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Remote Sensing and Modelling, Satellite-based Nitrogen Dioxide, Oil Sands Region |
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Description
A description of the dataset.
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In the oil sands air monitoring component, nitrogen dioxide (NO2) and sulphur dioxide (SO2) levels are monitored by ground-based instruments, satellites and other measurements. Monitoring of air pollutants from satellites is becoming an alternative to surface and aircraft measurements, and allows for better understanding of the global distribution, sources and trends of pollutants. Figures showing NO2 and SO2 datasets are given in “Satellite Figures-EngFr.pdf”. Using satellite data collected over the oil sands region, high-resolution air pollutant maps show distinct concentrations of NO2 (Figure 1a) and SO2 (Figure 1b) over an area (roughly 30 km x 50 km, or 19 miles x 31 miles) of intensive oil sands surface mining. The map shows that NO2 concentrations are significant and are comparable to measurements made over large, individual sources such as coal-burning power plants. NO2 concentrations in the oil sand region are smaller than in large metropolitan areas in Canada and significantly smaller than elsewhere in North America (Figures 1c and 1d). The SO2 concentrations (Figure 1e) are also significant and are comparable to those from individual industrial emissions sources, including large base-smelting operations in Manitoba and Ontario. NO2 data are provided in the files described below; SO2 data may be added to the data catalogue in the future. The 2024 version (v4.0_OS) OMI NO2 data product builds on the previously published version of National Aeronautics and Space Administration (NASA) Ozone Monitoring Instrument (OMI) NO2 data, but includes more recent data, covering the period of 2004 to 2023 inclusive. Data are provided in netcdf format and cover the spatial domain of the entirety of the oil sands within a box defined by 53-58°N and 113-118°W. The data product is based on the NASA and OMI improved algorithms and Environment and Climate Change Canada (ECCC) post-processing algorithms to optimize the data for monitoring over Canada. This ECCC product has been shown to be more accurate as compared to the original NASA version over the oil sands region and thus it is the recommended version. OMI-derived maps of NO2 over the surface mining area for the 2004-2023 period, sample python code to load the data, references and other details are provided in “2024 OMI NO2 Supplemental Information EngFr.pdf” document. Included maps of NOx emissions between 2004-2023 help to understand the response to introduced ambient air quality standards and demonstrate that NO2 emissions increased from about 55 to 80 kt[NO2]/yr between 2005 –2011, and then remain roughly constant, which is broadly in line with reported emissions. |
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Keywords/tags categorizing the dataset.
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Format (CSV, XLS, TXT, PDF, etc)
File format of the dataset.
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Dataset Size
Dataset size in megabytes.
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Metadata Identifier
Metadata identifier – can be used as the unique identifier for catalogue entry
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Published Date
Published date of the dataset.
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2014-05-07 |
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Time Period Data Span (start date)
Start date of the data in the dataset.
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Time Period Data Span (end date)
End date of time data in the dataset.
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GeoSpatial Area Data Span
A spatial region or named place the dataset covers.
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Access category
Type of access granted for the dataset (open, closed, service, etc).
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License
License used to access the dataset.
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Open Government Licence - Canada |
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Limits on use
Limits on use of data.
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Location
Location of the dataset.
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https://open.canada.ca/data/en/dataset/b1c50d98-b377-44a5-ac36-94e50c8df9f7 |
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Data Service
Data service for accessing a dataset.
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Owner
Owner of the dataset.
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Environment and Climate Change Canada | Environnement et Changement climatique Canada |
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Contact Point
Who to contact regarding access?
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Contact Point Email
The email to contact regarding access?
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Publisher
Publisher of the dataset.
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Publisher Email
Email of the publisher.
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[email protected] |
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Author
Author of the dataset.
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Author Email
Email of the author.
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Accessed At
Date the data and metadata was accessed.
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Identifier
Unique identifier for the dataset.
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10.18164/6b92ed78-c5d2-4edd-92d2-2761a05390a7 |
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Language
Language(s) of the dataset
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Link to dataset description
A URL to an external document describing the dataset.
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Persistent Identifier
Data is identified by a persistent identifier.
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Globally Unique Identifier
Data is identified by a persistent and globally unique identifier.
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Yes |
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Contains data about individuals
Does the data hold data about individuals?
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Contains data about identifiable individuals
Does the data hold identifiable data about individual?
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Contains Indigenous Data
Does the data hold data about Indigenous communities?
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Portal Type
Platform type of the source portal.
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Version
Version of the datatset
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None |
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Source
Source of the dataset.
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None |
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Version notes
Version notes about the dataset.
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Is version of another dataset
Link to dataset that it is a version of.
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Other versions
Link to datasets that are versions of it.
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Provenance Text
Provenance Text of the data.
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Provenance URL
Provenance URL of the data.
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Temporal resolution
Describes how granular the date/time data in the dataset is.
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GeoSpatial resolution in meters
Describes how granular (in meters) geospatial data is in the dataset.
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GeoSpatial resolution (in regions)
Describes how granular (in regions) geospatial data is in the dataset.
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Indigenous Community Permission
Who holds the Indigenous Community Permission. Who to contact regarding access to a dataset that has data about Indigenous communities.
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Community Permission
Community permission (who gave permission).
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The Indigenous communities the dataset is about
Indigenous communities from which data is derived.
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Number of data rows
If tabular dataset, total number of rows.
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Number of data columns
If tabular dataset, total number of unique columns.
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Number of data cells
If tabular dataset, total number of cells with data.
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Number of data relations
If RDF dataset, total number of triples.
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Number of entities
If RDF dataset, total number of entities.
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Number of data properties
If RDF dataset, total number of unique properties used by the triples.
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Data quality
Describes the quality of the data in the dataset.
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Metric for data quality
A metric used to measure the quality of the data, such as missing values or invalid formats.
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