Development of a physics-based method for calibration of low-cost particulate matter sensors and comparison with machine learning models
Brijal Prajapati, Vishal R. Dharaiya, Manoranjan Sahu, Chandra Venkatraman, Pratim Biswas, Kajal Yadav, Delwin Pullokaran, Ramya Sunder Raman, Ruqia Bhat, Tanveer Ahmad Najar, Arshid Jehangir
Topics & Concepts
CalibrationParticulatesRelative humidityLinear regressionMean squared errorLight intensityStatisticsAlgorithmRemote sensingPhysicsEnvironmental scienceMathematicsMeteorologyOpticsChemistryGeographyOrganic chemistryAir Quality Monitoring and ForecastingAir Quality and Health ImpactsAtmospheric chemistry and aerosols