Shobitha Shetty

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 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

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

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