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

Shobitha Shetty har 17 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

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

2025

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

2025

EO-based Downscaling for Urban-Scale Air Quality Applications

2025

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

2024

Vitenskapelig tidsskriftspublikasjon

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

2024

Foredrag

Estimating high resolution surface air pollutants using machine learning and satellites

2024

Foredrag

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

2024

Poster

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

2023

Poster

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

2023

Foredrag

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

2022

Foredrag

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

2022

Foredrag

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

2022

Poster

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

2021

Vitenskapelig tidsskriftspublikasjon

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

2021

Foredrag

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

2021

Foredrag

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

Tidligere ansatt

Shobitha Shetty har 17 publikasjoner ved NILU:

ETC Human health and the environment (ETC HE)

Publikasjoner ved NILU

Shobitha Shetty har 17 publikasjoner ved NILU:

Utvalgte prosjekter

ETC Human health and the environment (ETC HE)