Philipp Schneider

Seniorforsker

63 89 82 70

920 49 861

By og industri

Kjeller

ps@nilu.no

Cristin Google Scholar OrcID

Dr. (Mr.) Philipp Schneider er seniorforsker ved NILU.

Han tok sin doktorgrad i 2008 ved University of California-Santa Barbara med fokus på satellittfjernmåling og romlig dataanalyse. Deretter hadde han en stilling som postdoktor ved NASAs Jet Propulsion Laboratory og California Institute of Technology.

Philipp har lang erfaring med bruk av satellitt-fjernmålingsteknikker for kartlegging og overvåking av miljøet. Hans nåværende forskning fokuserer først og fremst på bruk av satellittfjernmålingsdata for applikasjoner innen atmosfærisk sammensetning og luftkvalitet.

Tidligere har han jobbet med flere prosjekter knyttet til utnyttelse og validering av satellittbasert land- og innsjøoverflatetemperatur. I tillegg jobber han med å utvikle metoder og verktøy for å utføre geostatistisk datafusjon og dataassimilering for å kombinere luftkvalitetsobservasjoner med modelldata for å forbedre urban- og regional-skala kartlegging av luftkvalitet.

Han er fagfellevurderer for flere vitenskapelige publikasjoner relatert til satellittfjernmåling, luftkvalitet og miljø. Han har holdt over 200 presentasjoner på internasjonale vitenskapelige konferanser og workshops og har skrevet dusinvis av tekniske rapporter.

Philipp er oppnevnt som medlem av Norges forskningsråds nasjonale referansegruppe for Horizon Europe Cluster 4 on Digital, industry and space. Han er forfatter av 45 fagfellevurderte tidsskriftpublikasjoner, med over 5500 siteringer og en h-indeks på 26.

Philipp Schneider har 171 publikasjoner ved NILU:

Evaluating the role of low-cost sensors in machine learning based European PM2.5 monitoring

2026

Quality control of PM2.5 sensor networks and their use in mapping air quality

2025

Air quality maps of EEA member and cooperating countries for 2023. PM10, PM2.5, O3, NO2, NOx and BaP spatial estimates and their uncertainties

2025

Interim air quality maps of EEA member and cooperating countries for 2024. PM, O3 and NO2 spatial estimates

2025

Sources of carbonaceous aerosol in a South-East European metropolis

2025

Source apportionment of carbonaceous aerosol in Belgrade

2025

Daily high-resolution PM2.5 estimation in Europe via ML-based downscaling of CAMS

2025

Efficient use of a Lagrangian particle dispersion model for atmospheric inversions using satellite observations of column mixing ratios

2025

Evolving trends in application of low-cost air quality sensor networks: challenges and future directions

2025

Recent Global Trends in Urban Nitrogen Dioxide Observed from Space

2025

Arctic and Northern Latitude Peat and Non-peat Wildfire Aerosols During 2018-2024

2025

The CitySatAir Project: Monitoring Urban Air Pollution With Satellite Data

2025

EO-based Downscaling for Urban-Scale Air Quality Applications

2025

A scalable framework for harmonizing, standardization, and correcting crowd-sourced low-cost sensor PM2.5 data across Europe

2025

Using different TROPOMI XCH4 retrieval products in atmospheric inversions of CH4: a comparison and reconciliation over Europe

2025

FILTER: Framework for Improving Low-Cost Sensor Network Data for Air Quality Monitoring

2025

The GreenEO Project: Satellite-Based Services to Support Sustainable Land Use Practices Under the European Green Deal

2025

A framework for advancing independent air quality sensor measurements via transparent data generating process classification

2025

Efficient LCS network design for urban air quality mapping

2025

Ongoing NILU activities relevant for LSTM and CHIME

2025

Interim air quality maps of EEA member and cooperating countries for 2023. PM, O3, and NO2 spatial estimates

2024

Reassessing the role of urban green space in air pollution control

2024

Vitenskapelig tidsskriftspublikasjon

Daily high-resolution surface PM2.5 estimation over Europe by ML-based downscaling of the CAMS regional forecast

2024

Vitenskapelig tidsskriftspublikasjon

Exploiting the information from low-cost AQ sensors by combination with other data

2024

Household-Heating Induced PM2.5 Levels Association with Meteorology: Insights from a Community Operated Low-Cost Sensor Network

2024

Sentinel and Copernicus powered Arctic Wildfire Knowledge System “Arctic Peat-And Forest-fire Information System”

2024

Integrating Low-cost Sensor Systems and Networks to Enhance Air Quality Applications

2024

Air quality maps of EEA member and cooperating countries for 2022. PM10, PM2.5, O3, NO2, NOx and BaP spatial estimates and their uncertainties

2024

Data fusion of sparse, heterogeneous, and mobile sensor devices using adaptive distance attention

2024

Vitenskapelig tidsskriftspublikasjon

European cities air quality ranking: a new methodology

2024

The CitySatAir Project: Monitoring urban air pollution with satellite data

2024

Enhancing Air Quality Monitoring with a Multi-Step Data Quality Framework for Low-Cost Sensors

2024

Evaluating Mobile Low-Cost Sensors for PM2.5 Monitoring: Lessons from Snifferbike Sensor Kits in Urban Settings

2024

Air quality maps of EEA member and cooperating countries for 2021. PM10, PM2.5, O3, NO2, NOx and BaP spatial estimates and their uncertainties

2024

Use of a Lagrangian transport model for atmospheric inversions using satellite observations: case study using TROPOMI to estimate CH4 emissions over Europe

2024

An efficient use of a Lagrangian transport model for atmospheric inversions using satellite observations: case study using TROPOMI to estimate CH4 emissions over Siberia

2024

Estimating high resolution surface air pollutants using machine learning and satellites

2024

Estimating high resolution daily surface PM2.5 over Europe using CAMS PM forecast, satellite AOD, and a Machine Learning Model.

2024

CitySatAir – Monitoring urban NO2 with TROPOMI data

2024

A satellite view on wildfire plume aerosols in northern high latitudes in 2023

2024

ECOMAP – Exploitation of ongoing and future Copernicus Missions for Atmospheric Applications

2024

Climate Monitoring with observations of Fire Radiative Power

2024

The Global Fire Assimilation System (GFAS) & Peat fire emissions

2024

Arctic peat fire emissions estimated from satellite observations of fire radiative power

2024

A machine learning-based framework for decision-ready PM2.5 mapping using mobile low-cost sensors

2024

SensEURCity: A multi-city air quality dataset collected for 2020/2021 using open low-cost sensor systems

2023

Vitenskapelig tidsskriftspublikasjon

Enhanced monitoring of residential wood combustion PM2.5 emissions in Nordic cities using low-cost sensors

2023

Deployment and evaluation of network of open low-cost air quality sensor systems

2023

Arktis brenner! Hvordan kanadiske skogbranner påvirker oss alle.

2023

Spatiotemporal patterns of indoor and outdoor PM2.5 in Legionowo, Poland

2023

Estimating High Resolution Surface PM2.5 Over Europe Using Satellite AOD Datasets, CAMS Forecast and Machine Learning

2023

City-level mapping of air quality at fine spatial resolution – the Prague case study. NO2, PM10 and PM2.5 maps on a 100 m spatial grid.

2023

The AirGAM 2022r1 air quality trend and prediction model

2023

Vitenskapelig tidsskriftspublikasjon

Understanding and exploiting satellite data for aerosols and air pollution

2023

Fire products from satellites

2023

Deployment and Evaluation of a Network of Open Low-Cost Air Quality Sensor Systems

2023

Vitenskapelig tidsskriftspublikasjon

Low-cost sensors and Machine Learning aid in identifying environmental factors affecting particulate matter emitted by household heating

2023

Vitenskapelig tidsskriftspublikasjon

European air quality maps for 2020. PM10, PM2.5, Ozone, NO2, NOx and Benzo(a)pyrene spatial estimates and their uncertainties.

2023

Initial comparison of recent years satellite and CAMS aerosol data over Svalbard

2023

Interim European air quality maps for 2021. PM10, NO2 and ozone spatial estimates based on non-validated UTD data.

2023

Low-Cost Particulate Matter Sensors for Monitoring Residential Wood Burning

2023

Vitenskapelig tidsskriftspublikasjon

Norwegian experience in assessing atmospheric deposition

2023

Interim air quality maps of EEA member and cooperating countries for 2022. PM10, O3, and NO2 spatial estimates and evaluation of PM2.5 interim mapping.

2023

Satellite observations showed a negligible reduction in NO2 pollution due to COVID-19 lockdown over Poland

2023

Vitenskapelig tidsskriftspublikasjon

Deployment and Evaluation of Networks of Open Air Quality Sensor Systems – Experiences from deployments in Stavanger and Oslo

2023

Evaluation of TROPOMI observations for estimating surface NO2 concentrations over Europe using XGBoost Model

2023

Mapping and Visualizing Air Quality

2023

Citizen-operated mobile low-cost sensors for urban PM2.5 monitoring: field calibration, uncertainty estimation, and application

2023

Vitenskapelig tidsskriftspublikasjon

Review of methods that can be used in the assessment of atmospheric deposition

2023

Interpolation, Satellite-Based Machine Learning, or Meteorological Simulation? A Comparison Analysis for Spatio-temporal Mapping of Mesoscale Urban Air Temperature

2023

Vitenskapelig tidsskriftspublikasjon

Initial studies to update the European AQ city viewer

2022

Synergistic exploitation of the methane product from Sentinel-SP for applications in the Arctic (STEPS)

2022

Application of Machine Learning for spatio-temporal mapping of the air temperature in Warsaw

2022

Modified Target Diagram to check compliance of low-cost sensors with the Data Quality Objectives of the European air quality directive

2022

Vitenskapelig tidsskriftspublikasjon

An overview of the project ‘ReGAME – Reliable Global Methane Emissions estimates in a changing world’

2022

Understanding and exploiting satellite data for aerosols and air pollution

2022

CitySatAir: Exploiting Sentinel-5P Satellite Data for Mapping Urban Air Quality

2022

Estimation of surface NO2 concentration over Europe using Sentinel-5P Observations and machine learning models

2022

Estimation Of Surface NO2 Concentration Over Europe Using Sentinel-5P Observations And Machine Learning Models

2022

Synergistic exploitation of Sentinel-2 and Sentinel-3 for monitoring gas flaring and natural gas liquefaction plant operations.

2022

Synergy of Sentinel 5P and ground measurements to estimate surface NO2 concentration using Machine Learning models

2022

CitySatAir: Exploiting Sentinel-5P nitrogen dioxide data for the urban scale

2022

Sentinel-5P based NOx emissions from large combustion plants for comparison with and possibly QA/QC of E-PRTR emissions

2022

Fjernmåling av metanutslipp ved bruk av Sentinel-5P: en mulighetsstudie

2022

Benchmark on methodologies to integrate low-cost sensor networks with official measurements to improve (modelled) air quality maps

2022

Modified Target Diagram to check compliance of low-cost sensors with the Data Quality Objectives of the European air quality directive

2022

Evaluation of Sentinel 3 fire radiative power (FRP) for monitoring of gas flaring at natural gas liquefaction (LNG) plants

2022

Appropriate Assimilation Methods for Air Quality Prediction and Pollutant Emission Inversion. An Urban Data Assimilation Systems Report.

2021

European air quality maps for 2018. PM10, PM2.5, Ozone, NO2 and NOx Spatial estimates and their uncertainties.

2021

Quantifying the Impact of the Covid-19 Lockdown Measures on Nitrogen Dioxide Levels throughout Europe

2021

Vitenskapelig tidsskriftspublikasjon

Air quality evolution and trends in Europe in 2005-2019 based on spatial maps. Trend analysis and population exposure using reconstructed consistent data fusion maps for PM10, ozone and NO2

2021

European-wide city level air quality mapping. Evaluation of the current mapping methodology with respect to the level of cities and NUTS3 units and suggestions for future.

2021

European air quality maps for 2019. PM10, PM2.5, Ozone, NO2 and NOx Spatial estimates and their uncertainties

2021

Modeling study of the impact of SO2 volcanic passive emissions on the tropospheric sulfur budget

2021

Vitenskapelig tidsskriftspublikasjon

Assessment of Low-Cost Particulate Matter Sensor Systems against Optical and Gravimetric Methods in a Field Co-Location in Norway

2021

Vitenskapelig tidsskriftspublikasjon

SAMIRA-SAtellite Based Monitoring Initiative for Regional Air Quality

2021

Vitenskapelig tidsskriftspublikasjon

Spatiotemporal Patterns in Data Availability of the Sentinel-5P NO2 Product over Urban Areas in Norway

2021

Vitenskapelig tidsskriftspublikasjon

Assessing air pollution from wood burning using low-cost sensors and citizen science

2021

Mapping regional and local air quality using sensor networks and satellite data – Some examples from ongoing NILU research.

2021

European air quality interim mapping under ETC/ATNI. Evaluation of AQ mapping using UTD measurement and CAMS forecast modelling data: an approach for more timely European AQ annual maps.

2021

An update on low-cost sensors for the measurement of atmospheric composition

2021

Fjernmåling av metanutslipp ved bruk av Sentinel-5P: en mulighetsstudie

2021

Calibration of CO, NO2, and O3 Using Airify: A Low-Cost Sensor Cluster for Air Quality Monitoring

2021

Vitenskapelig tidsskriftspublikasjon

The CitySatAir Project – Exploiting Sentinel-5P Nitrogen Dioxide Data for the Urban Scale.

2021

Combining Sentinel-5P and Ground Measurements to estimate surface NO2 Concentrations over Europe Using Machine Learning Models

2021

Links to Copernicus data and services. Status and recommendations.

2021

Interim European air quality maps for 2020. PM10, NO2 and ozone spatial estimates based on non-validated UTD data.

2021

Benzo(a)pyrene (BaP) annual mapping. Evaluation of its potential regular updating.

2021

Potential use of CAMS modelling results in air quality mapping under ETC/ATNI

2021

Monitoring of greenhouse gases – methane (CH4) and carbon dioxide (CO2) – modelling of emissions and fluxes

2021

SAMIRA – Satellite based monitoring initiative for regional air quality – lessons learned and plans

2021

Toward a unified terminology of processing levels for low-cost air-quality sensors

2020

Del av bok/rapport

Public Perception of Urban Air Quality Using Volunteered Geographic Information Services

2020

Vitenskapelig tidsskriftspublikasjon

Air quality in Europe – 2020 report

2020

Towards better exploitation of Satellite data for monitoring Air Quality in Norway using downscaling techniques

2020

On the robustness of field calibration for smart air quality monitors

2020

Vitenskapelig tidsskriftspublikasjon

A study of the relative expanded uncertainty formula for comparing low-cost sensor and reference measurements

2020

The urban dispersion model EPISODE v10.0 – Part 1: An Eulerian and sub-grid-scale air quality model and its application in Nordic winter conditions

2020

Vitenskapelig tidsskriftspublikasjon

Mapping urban air quality using low-cost sensor networks

2020

Del av bok/rapport

Overvåkning av luftkvalitet fra verdensrommet. Et litt annet perspektiv på Covid-19.

2020

Hvordan har luftkvalitet i Europa endret seg under lockdown og hvorfor?

2020

European air quality maps for 2017. PM10, PM2.5, Ozone, NO2 and NOx spatial estimates and their uncertainties.

2020

Towards better exploitation of Satellite data for monitoring Air Quality in Norway using downscaling techniques (SAT4AQN). Final project report.

2020

VANDAM Final Report. June 2020.

2020

SEN4POL – Towards a Sentinel-based pollen information service

2020

SEN4POL – Towards a Sentinel-based pollen information service

2020

Networks of air quality sensors and their use for high-resolution mapping of urban air quality

2020

Opportunities and barriers for microsensor systems for air quality: practical experiences from Oslo

2019

Trends in measured NO2 and PM. Discounting the effect of meteorology.

2019

Bruk av fjernmålinger for overvåkning av luft og atmosfære, muligheter og begrensninger

2019

Citizens and sensors for air quality. NILU’s activities 2012-2019.

2019

SEN4POL Phase-1: Final Scientific Report

2019

Monitoring Soil Moisture Drought over Northern High Latitudes from Space

2019

Vitenskapelig tidsskriftspublikasjon

Land cover and traffic data inclusion in PM mapping

2019

Low cost sensor systems for air quality assessment. Possibilities and challenges.

2019

Fra satellitter til mikrosensorer: nye metoder for måling av luftkvalitet

2019

Copernicus services for AQ assessment and management support, including recommendations from 2019 ETC work

2019

Urban particulate matter: technologies for assessment and need for information

2019

Del av bok/rapport

A spatial downscaling approach for air quality products from Sentinel-5P and other instruments

2019

Retrieval of Soil Moisture from Sentinel-1A&B over Northern Latitudes

2019

Urban Air Quality Perception

2019

SAMIRA – Satellite Based Monitoring Intitiative for Regional Air Quality

2019

Toward a Unified Terminology of Processing Levels for Low-Cost Air-Quality Sensors

2019

Tidsskriftspublikasjon

Performance assessment of a low-cost PM2.5 Sensor for a near four-month period in Oslo, Norway

2019

Vitenskapelig tidsskriftspublikasjon

Processing levels for low-cost air quality sensors

2019

Innovative environmental monitoring for Norwegian municipalities using low-cost sensor networks. The iFLINK project.

2019

Can low-cost air quality sensor platforms help to build healthier cities?

2019

Lake Surface Temperature

2019

Del av bok/rapport

Uncertainty-aware assimilation of sensor data into models for improved mapping of urban air quality

2019

Alternative technologies for monitoring urban air quality – From Satellites to Sensor networks

2019

Low-cost air quality sensors and their use for urban-scale modelling

2019

Localized real-time information on outdoor air quality at kindergartens in Oslo, Norway using low-cost sensor nodes

2018

Vitenskapelig tidsskriftspublikasjon

A performance assessment of very low cost particulate matter sensor under real-world conditions

2018

hackAIR: Towards raising awareness about air quality in Europe by developing a collective online platform

2018

Vitenskapelig tidsskriftspublikasjon

Satellite based Monitoring Initiative for Regional Air quality (SAMIRA)

2018

Downscaling satellite-based air quality products

2018

Integrating air quality information from multiple sources

2018

Spesifikasjoner for sensorsystemer til måling av luftkvalitet. Anbefalinger ved anskaffelse.

2018

Can low-cost air quality sensors help to monitor air pollution in cities?

2018

Satellite based Monitoring Initiative for Regional Air quality (SAMIRA)

2018

Validation of nitrogen dioxide and Arctic methane from S5P (VANDAM)

2018

A network of low-cost air quality sensors and its use for mapping urban air quality

2018

Del av bok/rapport

Urban greenhouse gas emissions assessment: observations and modelling in a pilot study for the Oslo area.

2018

Satellite data inclusion and kernel based potential improvements in NO2 mapping

2018

Mapping urban air quality using a network of low-cost sensors: A data assimilation approach

2018

Monitor air quality yourself

2018

Monitor air quality yourself

2018

Discounting the effect of meteorology on trends in surface ozone: Development of statistical tools

2018

Using low-cost air quality sensors for personal exposure assessment

2018

Monitor air quality yourself

2018

Assessment of air quality microsensors versus reference methods: The EuNetAir Joint Exercise – Part II

2018

Vitenskapelig tidsskriftspublikasjon

User-driven Health risk Assessment Services and Innovative ADAPTation options against Threats from Heatwaves, Air Pollution, Wildfire Emission and Pollen (healthRiskADAPT)

Transformative adaptation is gaining recognition as the appropriate response to climate change as the current adaptive measures reach their limits. In addressing health risks associated with heat waves, air pollution, […]

Prosjektperiode: 2024 – 2028

Pågående

ETC Human health and the environment (ETC HE)

The European Topic Centre on Human Health and the Environment (ETC HE) is a Consortium of 10 partners with expertise in air quality, air pollution, industrial emissions, chemicals, noise and […]

Prosjektperiode: 2022 – 2026

Pågående

Utvikling av en polleninformasjonstjeneste basert på data fra satellittplattformene Sentinel – Fase 1-3 (SEN4POL)

Prosjektet er en videreføring av SEN4POL fase 1 og skal undersøke muligheter for å bruke satellittdata for å kartlegge og varsle forekomst av bjørkepollen i Norge. Prosjektet utnytter dataene som fremskaffes […]

Prosjektperiode: 2020 – 2022

Pågående

CitySatAir

Mer enn halvparten av verdens befolkning bor i byer. Ifølge WHOs luftkvalitetsdatabase utsettes 80% av befolkningen i byområder som overvåker luftforurensning for forurensingsnivåer som er høyere enn WHO sine anbefalinger. […]

Prosjektperiode: 2020 – 2021

Fullført

Forbedringer av NILUs eksisterende modeller for simulering av luftforurensning med høy tids- og romlig oppløsning (SIS MASTER)

Hovedmålet med prosjektet er å modifisere og forbedre NILUs eksisterende atmosfæriske modeller for simulering av tradisjonelle luftforurensninger (f.eks. NO2, PM2.5, PM10) med svært høy romlig oppløsning i urbane områder.

Prosjektperiode: 2018 – 2021

Fullført

Måling av luftkvalitet ved hjelp av rimelige gass- og partikkelsensorer (Airify)

Airify er et industrielt innovasjonsprosjekt der NILU vil bidra til å evaluere ytelsen til nye rimelige sensorsystemer utviklet av LASTING Software. Prosjektet omfatter montering og testing av sensorsystemene i felt, […]

Prosjektperiode: 2020 – 2021

Fullført

Utplassering og testing av rimelige luftkvalitetssensorer for måling av luftkvalitet i bymiljø (sensEURcity )

“SensEURcity” -prosjektet ble lansert fordi målinger fra billigere (lavpris) luftkvalitetssensorer fremdeles er upålitelige og datakvaliteten er utilstrekkelig. Med dette prosjektet har Generaldirektoratet for European Joint Research Centre (DG JRC), med finansiering fra Generaldirektoratet for miljø (DG-Environment), som mål å bidra til å evaluere ytelsen og potensialet til lavkostsensorsystemer for luftkvalitet og sammenligne med konvensjonelle målemetoder.

Prosjektperiode: 2019 – 2021

Fullført

Utvikling av sensorbasert folkeobservatorium for bedre livskvalitet i urbane strøk (CITI-SENSE)

CITI-SENSE-prosjektet utviklet og testet miljørelaterte overvåknings- og informasjonssystemer basert på innovative og nye jordobservasjonsmetoder. Applikasjonene så på innbyggernes nærmiljø med fokus på urban luftkvalitet, kvalitet av urbane offentlige rom og […]

Prosjektperiode: 2012 – 2016

Fullført

Dr. (Mr.) Philipp Schneider er seniorforsker ved NILU.

Han tok sin doktorgrad i 2008 ved University of California-Santa Barbara med fokus på satellittfjernmåling og romlig dataanalyse. Deretter hadde han en stilling som postdoktor ved NASAs Jet Propulsion Laboratory og California Institute of Technology.

Philipp har lang erfaring med bruk av satellitt-fjernmålingsteknikker for kartlegging og overvåking av miljøet. Hans nåværende forskning fokuserer først og fremst på bruk av satellittfjernmålingsdata for applikasjoner innen atmosfærisk sammensetning og luftkvalitet.

Tidligere har han jobbet med flere prosjekter knyttet til utnyttelse og validering av satellittbasert land- og innsjøoverflatetemperatur. I tillegg jobber han med å utvikle metoder og verktøy for å utføre geostatistisk datafusjon og dataassimilering for å kombinere luftkvalitetsobservasjoner med modelldata for å forbedre urban- og regional-skala kartlegging av luftkvalitet.

Han er fagfellevurderer for flere vitenskapelige publikasjoner relatert til satellittfjernmåling, luftkvalitet og miljø. Han har holdt over 200 presentasjoner på internasjonale vitenskapelige konferanser og workshops og har skrevet dusinvis av tekniske rapporter.

Philipp er oppnevnt som medlem av Norges forskningsråds nasjonale referansegruppe for Horizon Europe Cluster 4 on Digital, industry and space. Han er forfatter av 45 fagfellevurderte tidsskriftpublikasjoner, med over 5500 siteringer og en h-indeks på 26.

Philipp Schneider har 171 publikasjoner ved NILU:

Evaluating the role of low-cost sensors in machine learning based European PM2.5 monitoring

2026

Quality control of PM2.5 sensor networks and their use in mapping air quality

2025

Air quality maps of EEA member and cooperating countries for 2023. PM10, PM2.5, O3, NO2, NOx and BaP spatial estimates and their uncertainties

2025

Interim air quality maps of EEA member and cooperating countries for 2024. PM, O3 and NO2 spatial estimates

2025

Sources of carbonaceous aerosol in a South-East European metropolis

2025

Source apportionment of carbonaceous aerosol in Belgrade

2025

Daily high-resolution PM2.5 estimation in Europe via ML-based downscaling of CAMS

2025

Efficient use of a Lagrangian particle dispersion model for atmospheric inversions using satellite observations of column mixing ratios

2025

Evolving trends in application of low-cost air quality sensor networks: challenges and future directions

2025

Recent Global Trends in Urban Nitrogen Dioxide Observed from Space

2025

Arctic and Northern Latitude Peat and Non-peat Wildfire Aerosols During 2018-2024

2025

The CitySatAir Project: Monitoring Urban Air Pollution With Satellite Data

2025

EO-based Downscaling for Urban-Scale Air Quality Applications

2025

A scalable framework for harmonizing, standardization, and correcting crowd-sourced low-cost sensor PM2.5 data across Europe

2025

Using different TROPOMI XCH4 retrieval products in atmospheric inversions of CH4: a comparison and reconciliation over Europe

2025

FILTER: Framework for Improving Low-Cost Sensor Network Data for Air Quality Monitoring

2025

The GreenEO Project: Satellite-Based Services to Support Sustainable Land Use Practices Under the European Green Deal

2025

A framework for advancing independent air quality sensor measurements via transparent data generating process classification

2025

Efficient LCS network design for urban air quality mapping

2025

Ongoing NILU activities relevant for LSTM and CHIME

2025

Interim air quality maps of EEA member and cooperating countries for 2023. PM, O3, and NO2 spatial estimates

2024

Reassessing the role of urban green space in air pollution control

2024

Vitenskapelig tidsskriftspublikasjon

Daily high-resolution surface PM2.5 estimation over Europe by ML-based downscaling of the CAMS regional forecast

2024

Vitenskapelig tidsskriftspublikasjon

Exploiting the information from low-cost AQ sensors by combination with other data

2024

Household-Heating Induced PM2.5 Levels Association with Meteorology: Insights from a Community Operated Low-Cost Sensor Network

2024

Sentinel and Copernicus powered Arctic Wildfire Knowledge System “Arctic Peat-And Forest-fire Information System”

2024

Integrating Low-cost Sensor Systems and Networks to Enhance Air Quality Applications

2024

Air quality maps of EEA member and cooperating countries for 2022. PM10, PM2.5, O3, NO2, NOx and BaP spatial estimates and their uncertainties

2024

Data fusion of sparse, heterogeneous, and mobile sensor devices using adaptive distance attention

2024

Vitenskapelig tidsskriftspublikasjon

European cities air quality ranking: a new methodology

2024

The CitySatAir Project: Monitoring urban air pollution with satellite data

2024

Enhancing Air Quality Monitoring with a Multi-Step Data Quality Framework for Low-Cost Sensors

2024

Evaluating Mobile Low-Cost Sensors for PM2.5 Monitoring: Lessons from Snifferbike Sensor Kits in Urban Settings

2024

Air quality maps of EEA member and cooperating countries for 2021. PM10, PM2.5, O3, NO2, NOx and BaP spatial estimates and their uncertainties

2024

Use of a Lagrangian transport model for atmospheric inversions using satellite observations: case study using TROPOMI to estimate CH4 emissions over Europe

2024

An efficient use of a Lagrangian transport model for atmospheric inversions using satellite observations: case study using TROPOMI to estimate CH4 emissions over Siberia

2024

Estimating high resolution surface air pollutants using machine learning and satellites

2024

Estimating high resolution daily surface PM2.5 over Europe using CAMS PM forecast, satellite AOD, and a Machine Learning Model.

2024

CitySatAir – Monitoring urban NO2 with TROPOMI data

2024

A satellite view on wildfire plume aerosols in northern high latitudes in 2023

2024

ECOMAP – Exploitation of ongoing and future Copernicus Missions for Atmospheric Applications

2024

Climate Monitoring with observations of Fire Radiative Power

2024

The Global Fire Assimilation System (GFAS) & Peat fire emissions

2024

Arctic peat fire emissions estimated from satellite observations of fire radiative power

2024

A machine learning-based framework for decision-ready PM2.5 mapping using mobile low-cost sensors

2024

SensEURCity: A multi-city air quality dataset collected for 2020/2021 using open low-cost sensor systems

2023

Vitenskapelig tidsskriftspublikasjon

Enhanced monitoring of residential wood combustion PM2.5 emissions in Nordic cities using low-cost sensors

2023

Deployment and evaluation of network of open low-cost air quality sensor systems

2023

Arktis brenner! Hvordan kanadiske skogbranner påvirker oss alle.

2023

Spatiotemporal patterns of indoor and outdoor PM2.5 in Legionowo, Poland

2023

Estimating High Resolution Surface PM2.5 Over Europe Using Satellite AOD Datasets, CAMS Forecast and Machine Learning

2023

City-level mapping of air quality at fine spatial resolution – the Prague case study. NO2, PM10 and PM2.5 maps on a 100 m spatial grid.

2023

The AirGAM 2022r1 air quality trend and prediction model

2023

Vitenskapelig tidsskriftspublikasjon

Understanding and exploiting satellite data for aerosols and air pollution

2023

Fire products from satellites

2023

Deployment and Evaluation of a Network of Open Low-Cost Air Quality Sensor Systems

2023

Vitenskapelig tidsskriftspublikasjon

Low-cost sensors and Machine Learning aid in identifying environmental factors affecting particulate matter emitted by household heating

2023

Vitenskapelig tidsskriftspublikasjon

European air quality maps for 2020. PM10, PM2.5, Ozone, NO2, NOx and Benzo(a)pyrene spatial estimates and their uncertainties.

2023

Initial comparison of recent years satellite and CAMS aerosol data over Svalbard

2023

Interim European air quality maps for 2021. PM10, NO2 and ozone spatial estimates based on non-validated UTD data.

2023

Low-Cost Particulate Matter Sensors for Monitoring Residential Wood Burning

2023

Vitenskapelig tidsskriftspublikasjon

Norwegian experience in assessing atmospheric deposition

2023

Interim air quality maps of EEA member and cooperating countries for 2022. PM10, O3, and NO2 spatial estimates and evaluation of PM2.5 interim mapping.

2023

Satellite observations showed a negligible reduction in NO2 pollution due to COVID-19 lockdown over Poland

2023

Vitenskapelig tidsskriftspublikasjon

Deployment and Evaluation of Networks of Open Air Quality Sensor Systems – Experiences from deployments in Stavanger and Oslo

2023

Evaluation of TROPOMI observations for estimating surface NO2 concentrations over Europe using XGBoost Model

2023

Mapping and Visualizing Air Quality

2023

Citizen-operated mobile low-cost sensors for urban PM2.5 monitoring: field calibration, uncertainty estimation, and application

2023

Vitenskapelig tidsskriftspublikasjon

Review of methods that can be used in the assessment of atmospheric deposition

2023

Interpolation, Satellite-Based Machine Learning, or Meteorological Simulation? A Comparison Analysis for Spatio-temporal Mapping of Mesoscale Urban Air Temperature

2023

Vitenskapelig tidsskriftspublikasjon

Initial studies to update the European AQ city viewer

2022

Synergistic exploitation of the methane product from Sentinel-SP for applications in the Arctic (STEPS)

2022

Application of Machine Learning for spatio-temporal mapping of the air temperature in Warsaw

2022

Modified Target Diagram to check compliance of low-cost sensors with the Data Quality Objectives of the European air quality directive

2022

Vitenskapelig tidsskriftspublikasjon

An overview of the project ‘ReGAME – Reliable Global Methane Emissions estimates in a changing world’

2022

Understanding and exploiting satellite data for aerosols and air pollution

2022

CitySatAir: Exploiting Sentinel-5P Satellite Data for Mapping Urban Air Quality

2022

Estimation of surface NO2 concentration over Europe using Sentinel-5P Observations and machine learning models

2022

Estimation Of Surface NO2 Concentration Over Europe Using Sentinel-5P Observations And Machine Learning Models

2022

Synergistic exploitation of Sentinel-2 and Sentinel-3 for monitoring gas flaring and natural gas liquefaction plant operations.

2022

Synergy of Sentinel 5P and ground measurements to estimate surface NO2 concentration using Machine Learning models

2022

CitySatAir: Exploiting Sentinel-5P nitrogen dioxide data for the urban scale

2022

Sentinel-5P based NOx emissions from large combustion plants for comparison with and possibly QA/QC of E-PRTR emissions

2022

Fjernmåling av metanutslipp ved bruk av Sentinel-5P: en mulighetsstudie

2022

Benchmark on methodologies to integrate low-cost sensor networks with official measurements to improve (modelled) air quality maps

2022

Modified Target Diagram to check compliance of low-cost sensors with the Data Quality Objectives of the European air quality directive

2022

Evaluation of Sentinel 3 fire radiative power (FRP) for monitoring of gas flaring at natural gas liquefaction (LNG) plants

2022

Appropriate Assimilation Methods for Air Quality Prediction and Pollutant Emission Inversion. An Urban Data Assimilation Systems Report.

2021

European air quality maps for 2018. PM10, PM2.5, Ozone, NO2 and NOx Spatial estimates and their uncertainties.

2021

Quantifying the Impact of the Covid-19 Lockdown Measures on Nitrogen Dioxide Levels throughout Europe

2021

Vitenskapelig tidsskriftspublikasjon

Air quality evolution and trends in Europe in 2005-2019 based on spatial maps. Trend analysis and population exposure using reconstructed consistent data fusion maps for PM10, ozone and NO2

2021

European-wide city level air quality mapping. Evaluation of the current mapping methodology with respect to the level of cities and NUTS3 units and suggestions for future.

2021

European air quality maps for 2019. PM10, PM2.5, Ozone, NO2 and NOx Spatial estimates and their uncertainties

2021

Modeling study of the impact of SO2 volcanic passive emissions on the tropospheric sulfur budget

2021

Vitenskapelig tidsskriftspublikasjon

Assessment of Low-Cost Particulate Matter Sensor Systems against Optical and Gravimetric Methods in a Field Co-Location in Norway

2021

Vitenskapelig tidsskriftspublikasjon

SAMIRA-SAtellite Based Monitoring Initiative for Regional Air Quality

2021

Vitenskapelig tidsskriftspublikasjon

Spatiotemporal Patterns in Data Availability of the Sentinel-5P NO2 Product over Urban Areas in Norway

2021

Vitenskapelig tidsskriftspublikasjon

Assessing air pollution from wood burning using low-cost sensors and citizen science

2021

Mapping regional and local air quality using sensor networks and satellite data – Some examples from ongoing NILU research.

2021

European air quality interim mapping under ETC/ATNI. Evaluation of AQ mapping using UTD measurement and CAMS forecast modelling data: an approach for more timely European AQ annual maps.

2021

An update on low-cost sensors for the measurement of atmospheric composition

2021

Fjernmåling av metanutslipp ved bruk av Sentinel-5P: en mulighetsstudie

2021

Calibration of CO, NO2, and O3 Using Airify: A Low-Cost Sensor Cluster for Air Quality Monitoring

2021

Vitenskapelig tidsskriftspublikasjon

The CitySatAir Project – Exploiting Sentinel-5P Nitrogen Dioxide Data for the Urban Scale.

2021

Combining Sentinel-5P and Ground Measurements to estimate surface NO2 Concentrations over Europe Using Machine Learning Models

2021

Links to Copernicus data and services. Status and recommendations.

2021

Interim European air quality maps for 2020. PM10, NO2 and ozone spatial estimates based on non-validated UTD data.

2021

Benzo(a)pyrene (BaP) annual mapping. Evaluation of its potential regular updating.

2021

Potential use of CAMS modelling results in air quality mapping under ETC/ATNI

2021

Monitoring of greenhouse gases – methane (CH4) and carbon dioxide (CO2) – modelling of emissions and fluxes

2021

SAMIRA – Satellite based monitoring initiative for regional air quality – lessons learned and plans

2021

Toward a unified terminology of processing levels for low-cost air-quality sensors

2020

Del av bok/rapport

Public Perception of Urban Air Quality Using Volunteered Geographic Information Services

2020

Vitenskapelig tidsskriftspublikasjon

Air quality in Europe – 2020 report

2020

Towards better exploitation of Satellite data for monitoring Air Quality in Norway using downscaling techniques

2020

On the robustness of field calibration for smart air quality monitors

2020

Vitenskapelig tidsskriftspublikasjon

A study of the relative expanded uncertainty formula for comparing low-cost sensor and reference measurements

2020

The urban dispersion model EPISODE v10.0 – Part 1: An Eulerian and sub-grid-scale air quality model and its application in Nordic winter conditions

2020

Vitenskapelig tidsskriftspublikasjon

Mapping urban air quality using low-cost sensor networks

2020

Del av bok/rapport

Overvåkning av luftkvalitet fra verdensrommet. Et litt annet perspektiv på Covid-19.

2020

Hvordan har luftkvalitet i Europa endret seg under lockdown og hvorfor?

2020

European air quality maps for 2017. PM10, PM2.5, Ozone, NO2 and NOx spatial estimates and their uncertainties.

2020

Towards better exploitation of Satellite data for monitoring Air Quality in Norway using downscaling techniques (SAT4AQN). Final project report.

2020

VANDAM Final Report. June 2020.

2020

SEN4POL – Towards a Sentinel-based pollen information service

2020

SEN4POL – Towards a Sentinel-based pollen information service

2020

Networks of air quality sensors and their use for high-resolution mapping of urban air quality

2020

Opportunities and barriers for microsensor systems for air quality: practical experiences from Oslo

2019

Trends in measured NO2 and PM. Discounting the effect of meteorology.

2019

Bruk av fjernmålinger for overvåkning av luft og atmosfære, muligheter og begrensninger

2019

Citizens and sensors for air quality. NILU’s activities 2012-2019.

2019

SEN4POL Phase-1: Final Scientific Report

2019

Monitoring Soil Moisture Drought over Northern High Latitudes from Space

2019

Vitenskapelig tidsskriftspublikasjon

Land cover and traffic data inclusion in PM mapping

2019

Low cost sensor systems for air quality assessment. Possibilities and challenges.

2019

Fra satellitter til mikrosensorer: nye metoder for måling av luftkvalitet

2019

Copernicus services for AQ assessment and management support, including recommendations from 2019 ETC work

2019

Urban particulate matter: technologies for assessment and need for information

2019

Del av bok/rapport

A spatial downscaling approach for air quality products from Sentinel-5P and other instruments

2019

Retrieval of Soil Moisture from Sentinel-1A&B over Northern Latitudes

2019

Urban Air Quality Perception

2019

SAMIRA – Satellite Based Monitoring Intitiative for Regional Air Quality

2019

Toward a Unified Terminology of Processing Levels for Low-Cost Air-Quality Sensors

2019

Tidsskriftspublikasjon

Performance assessment of a low-cost PM2.5 Sensor for a near four-month period in Oslo, Norway

2019

Vitenskapelig tidsskriftspublikasjon

Processing levels for low-cost air quality sensors

2019

Innovative environmental monitoring for Norwegian municipalities using low-cost sensor networks. The iFLINK project.

2019

Can low-cost air quality sensor platforms help to build healthier cities?

2019

Lake Surface Temperature

2019

Del av bok/rapport

Uncertainty-aware assimilation of sensor data into models for improved mapping of urban air quality

2019

Alternative technologies for monitoring urban air quality – From Satellites to Sensor networks

2019

Low-cost air quality sensors and their use for urban-scale modelling

2019

Localized real-time information on outdoor air quality at kindergartens in Oslo, Norway using low-cost sensor nodes

2018

Vitenskapelig tidsskriftspublikasjon

A performance assessment of very low cost particulate matter sensor under real-world conditions

2018

hackAIR: Towards raising awareness about air quality in Europe by developing a collective online platform

2018

Vitenskapelig tidsskriftspublikasjon

Satellite based Monitoring Initiative for Regional Air quality (SAMIRA)

2018

Downscaling satellite-based air quality products

2018

Integrating air quality information from multiple sources

2018

Spesifikasjoner for sensorsystemer til måling av luftkvalitet. Anbefalinger ved anskaffelse.

2018

Can low-cost air quality sensors help to monitor air pollution in cities?

2018

Satellite based Monitoring Initiative for Regional Air quality (SAMIRA)

2018

Validation of nitrogen dioxide and Arctic methane from S5P (VANDAM)

2018

A network of low-cost air quality sensors and its use for mapping urban air quality

2018

Del av bok/rapport

Urban greenhouse gas emissions assessment: observations and modelling in a pilot study for the Oslo area.

2018

Satellite data inclusion and kernel based potential improvements in NO2 mapping

2018

Mapping urban air quality using a network of low-cost sensors: A data assimilation approach

2018

Monitor air quality yourself

2018

Monitor air quality yourself

2018

Discounting the effect of meteorology on trends in surface ozone: Development of statistical tools

2018

Using low-cost air quality sensors for personal exposure assessment

2018

Monitor air quality yourself

2018

Assessment of air quality microsensors versus reference methods: The EuNetAir Joint Exercise – Part II

2018

Vitenskapelig tidsskriftspublikasjon

User-driven Health risk Assessment Services and Innovative ADAPTation options against Threats from Heatwaves, Air Pollution, Wildfire Emission and Pollen (healthRiskADAPT)

Transformative adaptation is gaining recognition as the appropriate response to climate change as the current adaptive measures reach their limits. In addressing health risks associated with heat waves, air pollution, […]

Prosjektperiode: 2024 – 2028

Pågående

ETC Human health and the environment (ETC HE)

The European Topic Centre on Human Health and the Environment (ETC HE) is a Consortium of 10 partners with expertise in air quality, air pollution, industrial emissions, chemicals, noise and […]

Prosjektperiode: 2022 – 2026

Pågående

Utvikling av en polleninformasjonstjeneste basert på data fra satellittplattformene Sentinel – Fase 1-3 (SEN4POL)

Prosjektet er en videreføring av SEN4POL fase 1 og skal undersøke muligheter for å bruke satellittdata for å kartlegge og varsle forekomst av bjørkepollen i Norge. Prosjektet utnytter dataene som fremskaffes […]

Prosjektperiode: 2020 – 2022

Pågående

CitySatAir

Mer enn halvparten av verdens befolkning bor i byer. Ifølge WHOs luftkvalitetsdatabase utsettes 80% av befolkningen i byområder som overvåker luftforurensning for forurensingsnivåer som er høyere enn WHO sine anbefalinger. […]

Prosjektperiode: 2020 – 2021

Fullført

Forbedringer av NILUs eksisterende modeller for simulering av luftforurensning med høy tids- og romlig oppløsning (SIS MASTER)

Hovedmålet med prosjektet er å modifisere og forbedre NILUs eksisterende atmosfæriske modeller for simulering av tradisjonelle luftforurensninger (f.eks. NO2, PM2.5, PM10) med svært høy romlig oppløsning i urbane områder.

Prosjektperiode: 2018 – 2021

Fullført

Måling av luftkvalitet ved hjelp av rimelige gass- og partikkelsensorer (Airify)

Airify er et industrielt innovasjonsprosjekt der NILU vil bidra til å evaluere ytelsen til nye rimelige sensorsystemer utviklet av LASTING Software. Prosjektet omfatter montering og testing av sensorsystemene i felt, […]

Prosjektperiode: 2020 – 2021

Fullført

Utplassering og testing av rimelige luftkvalitetssensorer for måling av luftkvalitet i bymiljø (sensEURcity )

“SensEURcity” -prosjektet ble lansert fordi målinger fra billigere (lavpris) luftkvalitetssensorer fremdeles er upålitelige og datakvaliteten er utilstrekkelig. Med dette prosjektet har Generaldirektoratet for European Joint Research Centre (DG JRC), med finansiering fra Generaldirektoratet for miljø (DG-Environment), som mål å bidra til å evaluere ytelsen og potensialet til lavkostsensorsystemer for luftkvalitet og sammenligne med konvensjonelle målemetoder.

Prosjektperiode: 2019 – 2021

Fullført

Utvikling av sensorbasert folkeobservatorium for bedre livskvalitet i urbane strøk (CITI-SENSE)

CITI-SENSE-prosjektet utviklet og testet miljørelaterte overvåknings- og informasjonssystemer basert på innovative og nye jordobservasjonsmetoder. Applikasjonene så på innbyggernes nærmiljø med fokus på urban luftkvalitet, kvalitet av urbane offentlige rom og […]

Prosjektperiode: 2012 – 2016

Fullført