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Quantification of NOx point sources from TROPOMI
We detect and quantify NOx point sources from the divergence of the horizontal NOx flux based on the continuity equation.
The analysis steps are:
- The NOx flux is determined for each TROPOMI (TROPOspheric Monitoring Instrument) orbit by upscaling the TROPOMI tropospheric NO2 column to NOx and multiplying it with horizontal wind fields from ECMWF (300m above ground).
- The NOx fluxes are averaged for 2018-2019.
- The divergence, i.e. spatial derivative, of the mean NOx flux is calculated, which is particularly sensitive for point sources.
- NOx point sources are detected in the divergence map by an automated search algorithm for local maxima, and quantified by fitting a Gaussian function to these maxima. Ambiguous cases are skipped.
TROPOMI is the satellite instrument on board of the Copernicus Sentinel-5 Precursor satellite.
The approach of deriving emission information from the divergence of the NOx flux is described in Beirle et al., 2019:
Beirle, S., Borger, C., Dörner, S., Li, A., Hu, Z., Liu, F., Wang, Y. and Wagner, T.: Pinpointing nitrogen oxide emissions from space, Science Advances, 5(11), eaax9800, doi:10.1126/sciadv.aax9800, 2019.
The details and modifications made for the automated detection of NOx point sources on global scale are provided in Beirle et al., 2020:
Beirle, S., Borger, C., Dörner, S., Eskes, H., Kumar, V., de Laat, A., and Wagner, T.: Catalog of NOx emissions from point sources as derived from the divergence of the NO2 flux for TROPOMI, to be submitted to Earth System Science Data, 2020.
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Citation proposal
Steffen Beirle (Max-Planck-Institute for Chemistry) - Christian Borger (Max-Planck-Institute for Chemistry) - Steffen Dörner (Max-Planck-Institute for Chemistry) - Henk Eskes (Koninklijk Nederlands Meteorologisch Instituut) - Vinod Kumar (Max-Planck-Institute for Chemistry) - Adrianus de Laat (Koninklijk Nederlands Meteorologisch Instituut) - Thomas Wagner (Max-Planck-Institute for Chemistry). Quantification of NOx point sources from TROPOMI. https://gdk.gdi-de.org/geonetwork/srv/api/records/de.dkrz.wdcc.iso3880364 |
INSPIRE
Identification
- File identifier
- de.dkrz.wdcc.iso3880364 XML
- Hierarchy level
- series Series
Online resource
Resource identifier
- code
- None
- Metadata language
- eng English
Encoding
- Format
- CSV
- Version
- Comma Separated Values
Projection
Classification of data and services
Classification of data and services
Coupled resource
Coupled resource
Classification of data and services
Coupled resource
Coupled resource
Keywords
Other keywords
- Keywords ( Theme )
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- TROPOMI
- Keywords ( Theme )
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- NOx emissions from power plants
Geographic coverage
))
Temporal reference
Temporal extent
- Begin
- 2018-01-01
- End
- 2019-12-31
Temporal extent
- Date ( Creation )
- 2020-08-14
Quality and validity
Conformity
Conformity
Conformity
Conformity
Conformity
Conformity
Restrictions on access and use
Restrictions on access and use
Responsible organization (s)
Contact for the resource
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Koninklijk Nederlands Meteorologisch Instituut
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Koninklijk Nederlands Meteorologisch Instituut
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Max-Planck-Institute for Chemistry
Responsible organization (s)
Contact for the resource
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Koninklijk Nederlands Meteorologisch Instituut
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Koninklijk Nederlands Meteorologisch Instituut
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Max-Planck-Institute for Chemistry
Metadata information
Contact for the metadata
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Koninklijk Nederlands Meteorologisch Instituut
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Koninklijk Nederlands Meteorologisch Instituut
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Max-Planck-Institute for Chemistry
- Organisation name
- Max-Planck-Institute for Chemistry
- Date stamp
- 2021-10-23T04:40:27
SDS
Conformance class 1: invocable
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Technical specification
Conformance class 2: interoperable
Coordinate reference system
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Limitation
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Limitation
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Conformance class 3: harmonized
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