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Gaussian Markov random fields improve ensemble predictions of daily 1 km PM2.5 and PM10 across France

Ian Hough, Ron Sarafian, Alexandra Shtein, Bin Zhou, Johanna Lepeule, Itai Kloog

2021Atmospheric Environment36 citationsDOIOpen Access PDF

Topics & Concepts

Random forestGaussianEnvironmental scienceMeteorologyMarkov chainStatisticsAerosolEnsemble forecastingEnsemble learningMathematicsComputer scienceGeographyMachine learningPhysicsQuantum mechanicsAir Quality and Health ImpactsAir Quality Monitoring and ForecastingClimate Change and Health Impacts
Gaussian Markov random fields improve ensemble predictions of daily 1 km PM2.5 and PM10 across France | Litcius