Skip to content

Shobitha Shetty

PhD Fellow

+47 63 89 80 30

+47 912 66 247

Urban Environment and Industry

Kjeller

sshe@nilu.no

Shobita Shetty

Shobitha Shetty has 11 publications at NILU:

Estimating high resolution surface air pollutants using machine learning and satellites

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Hamer, Paul David; Kylling, Arve; Berntsen, Terje Koren

2024

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

Shetty, Shobitha; Schneider, Philipp; Hamer, Paul David; Stebel, Kerstin; Kylling, Arve; Berntsen, Terje Koren

2024

Estimating surface NO2 concentrations over Europe using Sentinel-5P TROPOMI observations and Machine Learning

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Hamer, Paul David; Kylling, Arve; Berntsen, Terje Koren

2024

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

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Kylling, Arve; Berntsen, Terje Koren; Hamer, Paul David

2023

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

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Hamer, Paul David; Kylling, Arve; Berntsen, Terje Koren

2023

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

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Hamer, Paul David; Kylling, Arve

2022

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

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Hamer, Paul David; Kylling, Arve

2022

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

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Hamer, Paul David; Kylling, Arve; Berntsen, Terje Koren

2022

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

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Kylling, Arve; Hamer, Paul David; Berntsen, Terje Koren

2021

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

Schneider, Philipp; Hamer, Paul David; Kylling, Arve; Shetty, Shobitha; Stebel, Kerstin

2021

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 […]

Project period: 2022 – 2026

Ongoing

Shobitha Shetty has 11 publications at NILU:

Estimating high resolution surface air pollutants using machine learning and satellites

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Hamer, Paul David; Kylling, Arve; Berntsen, Terje Koren

2024

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

Shetty, Shobitha; Schneider, Philipp; Hamer, Paul David; Stebel, Kerstin; Kylling, Arve; Berntsen, Terje Koren

2024

Estimating surface NO2 concentrations over Europe using Sentinel-5P TROPOMI observations and Machine Learning

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Hamer, Paul David; Kylling, Arve; Berntsen, Terje Koren

2024

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

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Kylling, Arve; Berntsen, Terje Koren; Hamer, Paul David

2023

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

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Hamer, Paul David; Kylling, Arve; Berntsen, Terje Koren

2023

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

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Hamer, Paul David; Kylling, Arve

2022

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

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Hamer, Paul David; Kylling, Arve

2022

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

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Hamer, Paul David; Kylling, Arve; Berntsen, Terje Koren

2022

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

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Kylling, Arve; Hamer, Paul David; Berntsen, Terje Koren

2021

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

Schneider, Philipp; Hamer, Paul David; Kylling, Arve; Shetty, Shobitha; Stebel, Kerstin

2021

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 […]

Project period: 2022 – 2026

Ongoing