High-resolution mapping of regional VOCs using the enhanced space-time extreme gradient boosting machine (XGBoost) in Shanghai
Bingqing Lu, Xue Meng, Shanshan Dong, Zekun Zhang, Chao Liu, Jiakui Jiang, Hartmut Herrmann, Xiang Li
Topics & Concepts
Gradient boostingEnvironmental scienceBoosting (machine learning)PollutantComputer sciencePollutionMeteorologyAir pollutionHigh resolutionEstimationRemote sensingMachine learningGeographyEngineeringOrganic chemistryChemistrySystems engineeringEcologyRandom forestBiologyAir Quality Monitoring and ForecastingAdvanced Chemical Sensor TechnologiesAtmospheric chemistry and aerosols