Shobitha Shetty

ML-based data fusion of model, satellite, and ground observations for 1-km PM2.5 mapping over Europe

Schneider, Philipp; Shetty, Shobitha; Stebel, Kerstin; Hamer, Paul David; Hassani, Amirhossein; Salamalikis, Vasileios; Castell, Nuria; Berntsen, Terje Koren

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

Schneider, Philipp; Shetty, Shobitha; Stebel, Kerstin; Hamer, Paul David; Hassani, Amirhossein; Salamalikis, Vasileios; Castell, Nuria; Berntsen, Terje Koren

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

Schneider, Philipp; Hassani, Amirhossein; Salamalikis, Vasileios; Castell, Nuria; Shetty, Shobitha; Stebel, Kerstin; Hamer, Paul David; Berntsen, Terje Koren

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

Bagkis, Evangelos; Hassani, Amirhossein; Schneider, Philipp; DeSouza, Priyanka; Shetty, Shobitha; Kassandros, Theodosios; Salamalikis, Vasileios; Castell, Nuria; Karatzas, Kostas; Ahlawat, Ajit; Khan, Jibran

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

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

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

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

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

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

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