Jupyter notebook comparing CAMS and air quality measurements
has assertion: assertion
has provenance: provenance
has publication info: pubinfo
type: Nanopublication
created: 2026-03-03T16:43:05.440+01:00
creator: RoCrateBot
type: RoCrateNanopub

Meteorology
type: DefinedTerm

Applied sciences
type: DefinedTerm

University of Oslo
type: Organization
type: Agent

Nordic e-Infrastructure Collaboration
type: Organization
type: Agent

POINT (2.4154224246740346 48.883295068713096)
type: Place

POINT (2.4154224246740346 48.883295068713096)
latitude: 2.4154224246740346
longitude: 48.883295068713096
type: GeoCoordinates

service-account-enrichment
type: Agent

Jupyter notebook comparing CAMS and air quality measurements
about: Meteorology
about: Applied sciences
content size: 1131024
copyright holder: University of Oslo
date created: 2021-12-20 11:28:59.678934+00:00
date modified: 2025-03-05 01:01:13.145695+00:00
date published: 2021-12-20 11:28:59.678934+00:00
description: Compare CAMS analysis with available observations on specific locations.
encoding format: application/ld+json
keywords: EBAS
keywords: NO2
keywords: O3
keywords: Observation
keywords: air quality
keywords: pm2.5
license: no-permission
main entity: Jupyter Notebook
publisher: University of Oslo
publisher: Nordic e-Infrastructure Collaboration
creation mode: MANUAL
concept: A:
concept: air quality
concept: analysis
concept: cam
concept: data
concept: database
concept: dependent variable
concept: download
concept: eba
concept: fact
concept: format
concept: formatting
concept: information
concept: measure
concept: metadata
concept: observation
field of research: earth sciences
IPTC: Air pollution
IPTC: Food and drink
IPTC: Food
IPTC: IT-computer sciences
IPTC: Space programme
lemma: Jupyter notebook
lemma: NASA Ames
lemma: air quality
lemma: analysis
lemma: cam
lemma: data format
lemma: data
lemma: database
lemma: datum
lemma: eba
lemma: measurement
lemma: metadata
NASA: geosciences
NASA: mathematical and computer sciences
phrase: air quality measurement
phrase: analysis with available observation
phrase: cams analysis
phrase: compare cams analysis
phrase: data format doesn t change
phrase: data line
phrase: data section
phrase: ebas Nasa Ames format
phrase: ebas data format
phrase: format confusion
phrase: specific location
sentence: Compare CAMS analysis with available observations on specific locations.
sentence: Data downloaded from the EBAS database through its web portal is provided in a format based on the NASA Ames format.
sentence: Jupyter notebook comparing CAMS and air quality measurements.
sentence: The EBAS Nasa Ames format, just as normal NASA Ames, consists of a tabular data section preceded by a header containing the metadata.
sentence: Use a well established format as long as all metadata can be conveyed rather than inventing a new format that would increase the format confusion.
has geometry: https://w3id.org/ro-id/5f2e7ab8-8122-41b3-8d53-060e09855fa7/62679c1a-e581-4367-9b97-0ca70afb99a7
type: ResearchObject
type: LiveRO
type: Dataset
type: earth-scienceExecutableResearchObject
type: ExecutableResearchObject
domain: computer science

https://w3id.org/ro-id/5f2e7ab8-8122-41b3-8d53-060e09855fa7/62679c1a-e581-4367-9b97-0ca70afb99a7
as WKT: POINT (2.4154224246740346 48.883295068713096)
type: Geometry
type: Point

tools
description: Contains the tools used for executing this RO
type: Folder
type: Dataset

input
description: contains information and links to input data that are needed for executing this executable RO
type: Folder
type: Dataset

biblio
description: Contains bibliographic resources related to this RO
type: Folder
type: Dataset

output
description: Contains all the outputs generated by this executable RO
type: Folder
type: Dataset

PM2.5 EBAS Data for Hurdal (NO0056R)
author: https://orcid.org/0000-0002-1784-2920
content size: 5197
creator: https://orcid.org/0000-0002-1784-2920
date created: 2021-12-20 11:59:46.733088+00:00
date modified: 2021-12-20 11:59:46.734733+00:00
description: Norway - Hurdal (NO0056R) - low_vol_sampler - pm25_mass - pm25 [2014.01.13-2021.01.04]
license: no-permission
sd date published: 2021-12-20 11:59:46.733088+00:00
type: Dataset
type: Resource
type: MediaObject

Jupyter Notebook for comparing CAMS with observations during lockdown
author: https://orcid.org/0000-0002-1784-2920
creator: https://orcid.org/0000-0002-1784-2920
date created: 2021-12-20 13:45:01.924320+00:00
date modified: 2021-12-20 13:45:01.924953+00:00
description: Working progress. This Jupyter notebook is in Github and is regularly updated.
license: no-permission
sd date published: 2021-12-20 13:45:01.924320+00:00
type: Resource
type: MediaObject
type: earth-scienceJupyterNotebook

PM2.5 EBAS Data for Hurdal (NO0056R)
author: https://orcid.org/0000-0002-1784-2920
content size: 5317
creator: https://orcid.org/0000-0002-1784-2920
date created: 2021-12-20 12:01:30.062595+00:00
date modified: 2021-12-20 12:01:52.652568+00:00
description: Norway - Hurdal (NO0056R) - low_vol_sampler - pm25_mass - pm25 [2014.01.13-2021.01.04]
license: no-permission
sd date published: 2021-12-20 12:01:30.062595+00:00
type: Dataset
type: Resource
type: MediaObject

NO2 Timeseries 2019, 2020 and 2021 over Madrid
author: https://orcid.org/0000-0002-1784-2920
content size: 102096
creator: https://orcid.org/0000-0002-1784-2920
date created: 2021-12-20 17:58:47.636937+00:00
date modified: 2022-04-02 10:07:17.858851+00:00
description: NO2 timeseries at a given location and for different years (2019, 2020, 2021). Here the timeseries is for NO2 in Madrid.
encoding format: image/png
license: no-permission
sd date published: 2021-12-20 17:58:47.636937+00:00
type: Sketch
type: Resource
type: MediaObject

Rendered jupyter notebook comparing CAMS and air quality measurements
author: https://orcid.org/0000-0002-1784-2920
creator: https://orcid.org/0000-0002-1784-2920
date created: 2022-03-17 17:13:10.017413+00:00
date modified: 2022-03-17 17:13:11.073035+00:00
description: This is the rendered version (with jupyter-book) of the Jupyter Notebook comparing CAMS and air quality measurements.
encoding format: text/html
license: no-permission
sd date published: 2022-03-17 17:13:10.017413+00:00
type: Resource
type: MediaObject
type: Thing

CAMS O3 March-June 2019, 2020, 2021
author: https://orcid.org/0000-0002-1784-2920
content size: 288378
creator: https://orcid.org/0000-0002-1784-2920
date created: 2021-12-20 12:47:21.156793+00:00
date modified: 2021-12-20 12:47:21.158130+00:00
description: Copernicus Atmosphere Time Series of O3 over several location before, during and after then lockdown (March-June 2019, 2020 and 2021)
encoding format: text/csv
license: no-permission
sd date published: 2021-12-20 12:47:21.156793+00:00
type: Dataset
type: Resource
type: MediaObject

CAMS timeseries
author: https://orcid.org/0000-0002-1784-2920
content size: 811491
creator: https://orcid.org/0000-0002-1784-2920
date created: 2021-12-20 17:49:10.944373+00:00
date modified: 2021-12-20 17:52:34.713267+00:00
description: CAMS timeseries of NO2 for 2019, 2020 and 2021 at selected locations
encoding format: image/png
license: no-permission
sd date published: 2021-12-20 17:49:10.944373+00:00
type: Resource
type: ImageObject
type: MediaObject

CAMS NO2 March-June 1019, 2020, 2021
author: https://orcid.org/0000-0002-1784-2920
content size: 289519
creator: https://orcid.org/0000-0002-1784-2920
date created: 2021-12-20 12:45:46.877242+00:00
date modified: 2021-12-20 12:45:46.879557+00:00
description: Copernicus Atmosphere Time Series of NO2 over several location before, during and after then lockdown (March-June 2019, 2020 and 2021)
encoding format: text/csv
license: no-permission
sd date published: 2021-12-20 12:45:46.877242+00:00
type: Dataset
type: Resource
type: MediaObject

EBAS Data Format Read-Me
author: https://orcid.org/0000-0002-1784-2920
content size: 105032
creator: https://orcid.org/0000-0002-1784-2920
date created: 2021-12-20 11:58:05.551073+00:00
date modified: 2021-12-20 12:02:18.603819+00:00
description: Information about EBAS data format
encoding format: application/pdf
license: no-permission
sd date published: 2021-12-20 11:58:05.551073+00:00
type: Document
type: Resource
type: MediaObject

CAMS PM2.5 March-June 2019, 2020, 2021
author: https://orcid.org/0000-0002-1784-2920
content size: 288502
creator: https://orcid.org/0000-0002-1784-2920
date created: 2021-12-20 12:47:59.410543+00:00
date modified: 2021-12-20 12:47:59.412115+00:00
description: Copernicus Atmosphere Time Series of PM2.5 over several location before, during and after then lockdown (March-June 2019, 2020 and 2021)
encoding format: text/csv
license: no-permission
sd date published: 2021-12-20 12:47:59.410543+00:00
type: Dataset
type: Resource
type: MediaObject

Anne Fouilloux
affiliation: Nordic e-Infrastructure Collaboration (NeIC)
type: Agent
orcid: 0000-0002-1784-2920

Jean Iaquinta
affiliation: UiO
type: Agent

sig
has algorithm: RSA
signed by: RoCrateBot