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Constructing transferable and interpretable machine learning models for black carbon concentrations

Environment international, 2024-02, Vol.184, p.108449-108449, Article 108449

2024

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Ultrafine particles and PM2.5 in the air of cities around the world: Are they representative of each other?

Environment international, 2019-08, Vol.129, p.118-135

2019

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Source apportionment of particle number size distribution in urban background and traffic stations in four European cities

Environment international, 2020-02, Vol.135, p.105345, Article 105345

2020

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Long-term trends in PM2.5 mass and particle number concentrations in urban air: The impacts of mitigation measures and extreme events due to changing climates

Environmental pollution (1987), 2020-08, Vol.263, p.114500-114500, Article 114500

2020

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In-depth characterization of submicron particulate matter inter-annual variations at a street canyon site in northern Europe

Atmospheric chemistry and physics, 2021-04, Vol.21 (8), p.6297-6314

2021

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Snapshots of wintertime urban aerosol characteristics: Local sources emphasized in ultrafine particle number and lung deposited surface area

Environmental research, 2023-08, Vol.231 (Pt 1), p.116068-116068, Article 116068

2023

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Long-term sensor measurements of lung deposited surface area of particulate matter emitted from local vehicular and residential wood combustion sources

Aerosol science and technology, 2020-02, Vol.54 (2), p.190-202

2020

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Sub-23 nm Particles Dominate Non-Volatile Particle Number Emissions of Road Traffic

Environmental science & technology, 2023-07, Vol.57 (29), p.10763-10772

2023

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Modeling non-linear changes in an urban setting: From pro-environmental affordances to responses in behavior, emissions and air quality

Ambio, 2023-05, Vol.52 (5), p.976-994

2023

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Corrigendum to “Constructing transferable and interpretable machine learning models for black carbon concentrations” [Environ. Int. 184 (2024) 108449]

Environment international, 2024-03, Vol.185, p.108561-108561, Article 108561

2024

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Particle lung deposited surface area (LDSAal) size distributions in different urban environments and geographical regions: Towards understanding of the PM2.5 dose–response

Environment international, 2023-10, Vol.180, p.108224-108224, Article 108224

2023

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Input-Adaptive Proxy for Black Carbon as a Virtual Sensor

Sensors (Basel, Switzerland), 2019-12, Vol.20 (1), p.182

2019

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Determinants of spatial variability of air pollutant concentrations in a street canyon network measured using a mobile laboratory and a drone

The Science of the total environment, 2023-01, Vol.856, p.158974-158974, Article 158974

2023

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An operational urban air quality model ENFUSER, based on dispersion modelling and data assimilation

Environmental modelling & software : with environment data news, 2022-10, Vol.156, p.105460-105460, Article 105460

2022

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Dispersion of a Traffic Related Nanocluster Aerosol Near a Major Road

Atmosphere, 2019-06, Vol.10 (6), p.309

2019

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A global observational analysis to understand changes in air quality during exceptionally low anthropogenic emission conditions

Environment international, 2021-12, Vol.157, p.106818-106818, Article 106818

2021

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Effects of long-range transported air pollution from vegetation fires on daily mortality and hospital admissions in the Helsinki metropolitan area, Finland

Environmental research, 2016-11, Vol.151, p.351-358

2016

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Traffic is a major source of atmospheric nanocluster aerosol

Proceedings of the National Academy of Sciences - PNAS, 2017-07, Vol.114 (29), p.7549-7554

2017

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Single‐scattering modeling of thin, birefringent mineral‐dust flakes using the discrete‐dipole approximation

Journal of Geophysical Research - Atmospheres, 2009-05, Vol.114 (D7), p.D07207-n/a

2009

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Sources of black carbon at residential and traffic environments obtained by two source apportionment methods

Atmospheric chemistry and physics, 2021-10, Vol.21 (19), p.14851-14869

2021

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Spatiotemporal variation and trends in equivalent black carbon in the Helsinki metropolitan area in Finland

Atmospheric chemistry and physics, 2021-01, Vol.21 (2), p.1173-1189

2021

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Effects of emission sources on the particle number size distribution of ambient air in the residential area

Atmospheric environment (1994), 2023-01, Vol.293, p.119419, Article 119419

2023

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Vertical profiles of lung deposited surface area concentration of particulate matter measured with a drone in a street canyon

Environmental pollution (1987), 2018-10, Vol.241, p.96-105

2018

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The contribution of residential wood combustion to the PM2.5 concentrations in the Helsinki metropolitan area

Atmospheric chemistry and physics, 2024-01, Vol.24 (2), p.1489-1507

2024

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Lung deposited surface area size distributions of particulate matter in different urban areas

Atmospheric environment (1994), 2016-07, Vol.136, p.105-113

2016

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Constructing transferable and interpretable machine learning models for black carbon concentrations

Ultrafine particles and PM2.5 in the air of cities around the world: Are they representative of each other?

Source apportionment of particle number size distribution in urban background and traffic stations in four European cities

Long-term trends in PM2.5 mass and particle number concentrations in urban air: The impacts of mitigation measures and extreme events due to changing climates

In-depth characterization of submicron particulate matter inter-annual variations at a street canyon site in northern Europe

Snapshots of wintertime urban aerosol characteristics: Local sources emphasized in ultrafine particle number and lung deposited surface area

Long-term sensor measurements of lung deposited surface area of particulate matter emitted from local vehicular and residential wood combustion sources

Sub-23 nm Particles Dominate Non-Volatile Particle Number Emissions of Road Traffic

Modeling non-linear changes in an urban setting: From pro-environmental affordances to responses in behavior, emissions and air quality

Corrigendum to “Constructing transferable and interpretable machine learning models for black carbon concentrations” [Environ. Int. 184 (2024) 108449]

Particle lung deposited surface area (LDSAal) size distributions in different urban environments and geographical regions: Towards understanding of the PM2.5 dose–response

Input-Adaptive Proxy for Black Carbon as a Virtual Sensor

Determinants of spatial variability of air pollutant concentrations in a street canyon network measured using a mobile laboratory and a drone

An operational urban air quality model ENFUSER, based on dispersion modelling and data assimilation

Dispersion of a Traffic Related Nanocluster Aerosol Near a Major Road

A global observational analysis to understand changes in air quality during exceptionally low anthropogenic emission conditions

Effects of long-range transported air pollution from vegetation fires on daily mortality and hospital admissions in the Helsinki metropolitan area, Finland

Traffic is a major source of atmospheric nanocluster aerosol

Single‐scattering modeling of thin, birefringent mineral‐dust flakes using the discrete‐dipole approximation

Sources of black carbon at residential and traffic environments obtained by two source apportionment methods

Spatiotemporal variation and trends in equivalent black carbon in the Helsinki metropolitan area in Finland

Effects of emission sources on the particle number size distribution of ambient air in the residential area

Vertical profiles of lung deposited surface area concentration of particulate matter measured with a drone in a street canyon

The contribution of residential wood combustion to the PM2.5 concentrations in the Helsinki metropolitan area

Lung deposited surface area size distributions of particulate matter in different urban areas

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