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Exploring a deep LSTM neural network to forecast daily PM2.5 concentration using meteorological parameters in Kathmandu Valley, Nepal

Sandeep Dhakal, Yogesh Gautam, Aayush Bhattarai

2020Air Quality Atmosphere & Health41 citationsDOI

Topics & Concepts

DewMean squared errorUnivariateArtificial neural networkEnvironmental scienceLinear regressionMean absolute errorParticulatesMeteorologyStatisticsMathematicsComputer scienceArtificial intelligenceMultivariate statisticsChemistryGeographyCondensationOrganic chemistryAir Quality Monitoring and ForecastingAir Quality and Health ImpactsVehicle emissions and performance
Exploring a deep LSTM neural network to forecast daily PM2.5 concentration using meteorological parameters in Kathmandu Valley, Nepal | Litcius