NO2 (April 2019, 2020, 2021) in Spain Jupyter notebook demonstrating the usage of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services
type: Nanopublication
type: RoCrateNanopub
has assertion: assertion
has provenance: provenance
has publication info: pubinfo
created: 2026-03-03T15:26:49.191+01:00
creator: RoCrateBot

Earth sciences
type: DefinedTerm

European Commission
type: Organization
doi: 10.13039/501100000781

Jean Iaquinta
type: Agent
affiliation: UiO
orcid: 0000-0002-8763-1643

University of Oslo
type: Organization
type: Agent

Nordic e-Infrastructure Collaboration
type: Organization
type: Agent

RELIANCE
type: Grant
title: Research Lifecycle Management for Earth Science Communities and Copernicus Users

NO2 (April 2019, 2020, 2021) in Spain Jupyter notebook demonstrating the usage of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services
type: ResearchObject
type: LiveRO
type: Dataset
type: earth-scienceExecutableResearchObject
type: ExecutableResearchObject
about: Earth sciences
content size: 222666
contributor: Jean Iaquinta
copyright holder: University of Oslo
date created: 2022-05-27 21:36:26.316619+00:00
date modified: 2025-10-18 11:32:57.914639+00:00
date published: 2022-05-27 21:36:26.316619+00:00
description: This Research Object demonstrates how to use CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services and compute monthly map of NO2 over a given geographical area, here Spain
encoding format: application/ld+json
funding: RELIANCE
license: no-permission
publisher: University of Oslo
publisher: Nordic e-Infrastructure Collaboration
creation mode: MANUAL
cite-as: Anne Foilloux, Jean Iaquinta, and Simone Mantovani. "NO2 (April 2019, 2020, 2021) in Spain Jupyter notebook demonstrating the usage of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services." ROHub. May 27 ,2022. https://w3id.org/ro-id/192c3541-b61d-4e21-80d5-691d667b44cb.

tool
type: Folder
type: Dataset

input
type: Folder
type: Dataset

output
type: Folder
type: Dataset

biblio
type: Folder
type: Dataset

Conda environment
type: Resource
type: Script
type: MediaObject
content size: 267
date created: 2022-05-27 21:37:31.326903+00:00
date modified: 2022-05-27 21:37:35.441492+00:00
description: Conda environment used on EGI notebook on 27/05/2022
license: no-permission
sd date published: 2022-05-27 21:37:31.326903+00:00

Conda environment linux-64
type: Resource
type: Script
type: MediaObject
content size: 113226
date created: 2022-05-27 21:37:40.504186+00:00
date modified: 2022-05-27 21:37:44.730064+00:00
description: Conda environment generated with conda-lock for linux-64
license: no-permission
sd date published: 2022-05-27 21:37:40.504186+00:00

Conda environment osx-64
type: Resource
type: Script
type: MediaObject
content size: 103103
date created: 2022-05-27 21:37:50.166940+00:00
date modified: 2022-05-27 21:37:54.282243+00:00
description: Conda environment generated with conda-lock for osx-64
license: no-permission
sd date published: 2022-05-27 21:37:50.166940+00:00

Nitrogen Dioxide [µg m-3] over Spain for April 2019, 2020 and 2021
type: Sketch
type: Resource
type: MediaObject
content size: 158677
date created: 2022-05-27 21:37:22.700545+00:00
date modified: 2022-05-27 21:37:26.504060+00:00
description: Monthly average maps of CAMS Nitrogen Dioxide [µg m-3] over Spain in 2019, 2020 and 2021
encoding format: image/png
license: no-permission
sd date published: 2022-05-27 21:37:22.700545+00:00

air quality
type: Lemma
norm score: 22.413793103448274
score: 16.9

earth resources and remote sensing
type: NASA
norm score: 100.0
score: 0.5200495719909668

NO2
type: Lemma
norm score: 14.190981432360743
score: 10.7

earth sciences
type: FieldOfResearch
norm score: 100.0
score: 0.9823792576789856

map
type: Concept
norm score: 11.524163568773233
score: 6.2

reliance
type: Lemma
norm score: 8.753315649867375
score: 6.6

reliance
type: Concept
norm score: 12.0817843866171
score: 6.5

Research Object
type: Lemma
norm score: 15.384615384615387
score: 11.6

reliance service
type: Phrase
norm score: 13.389626055488542
score: 11.1

usage of cam
type: Phrase
norm score: 7.840772014475272
score: 6.5

NO2 (April 2019, 2020, 2021) in Spain Jupyter notebook demonstrating the usage of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services.
type: Sentence
norm score: 43.14314314314314
score: 43.1

Spain
type: Concept
norm score: 10.780669144981411
score: 5.8

geosciences
type: NASA
norm score: 100.0
score: 0.5200495719909668

cam
type: Lemma
norm score: 8.885941644562335
score: 6.7

atmospheric sciences
type: FieldOfResearch
norm score: 100.0
score: 0.9823792576789856

air quality
type: Concept
norm score: 29.92565055762082
score: 16.1

Air pollution
type: IPTC
path: Environment/Environmental pollution/Air pollution

usage
type: Concept
norm score: 8.364312267657992
score: 4.5

Spain
type: Place
wikidata: Q29

Spain Jupyter notebook
type: Phrase
norm score: 7.35826296743064
score: 6.1

analysis from Copernicus Atmosphere Monitoring
type: Phrase
norm score: 31.84559710494572
score: 26.4

area
type: Concept
norm score: 7.24907063197026
score: 3.9

https://w3id.org/ro-id/enrichment/da559404-6607-4637-90b9-f36a2c7e4fd0
type: Sentence
name: This Research Object demonstrates how to use CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services and compute monthly map of NO2 over a given geographical area, here Spain
norm score: 56.85685685685685
score: 56.8

Copernicus Atmosphere Monitoring
type: Lemma
norm score: 15.915119363395227
score: 12.0

analysis
type: Lemma
norm score: 14.456233421750666
score: 10.9

2020
type: TimeReference

analysis
type: Concept
norm score: 20.07434944237918
score: 10.8

air quality analysis
type: Phrase
norm score: 39.56574185765983
score: 32.8

Apr-2019
type: TimeReference

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

Simone Mantovani
type: Agent

admin NordicESMHub
type: Agent

service-account-enrichment
type: Agent

sig
has algorithm: RSA
signed by: RoCrateBot