Mengfan Teng

24-Hour prediction of PM2.5 concentrations by combining empirical mode decomposition and bidirectional long short-term memory neural network

Mengfan Teng, Siwei Li, Jia Xing et al. · The Science of The Total Environment · 2022 · 59 citations

Environmental Chemistry, Pollution Detection, Environmental Monitoring +11

Human activities and the natural environment have induced changes in the PM2.5 concentrations in Yunnan Province, China, over the past 19 years

Kun Yang, Mengfan Teng, Yi Luo et al. · Environmental Pollution · 2020 · 46 citations

Human Activity Impact, Natural Environment, Human Activities +13

Research on PM2.5 estimation and prediction method and changing characteristics analysis under long temporal and large spatial scale - A case study in China typical regions

Yi Luo, Mengfan Teng, Kun Yang et al. · The Science of The Total Environment · 2019 · 43 citations

China Typical Regions, Environmental Monitoring, Engineering +10

72-hour real-time forecasting of ambient PM2.5 by hybrid graph deep neural network with aggregated neighborhood spatiotemporal information

Mengfan Teng, Siwei Li, Jia Xing et al. · Environment International · 2023 · 38 citations · Full text

Surface UV-assisted retrieval of spatially continuous surface ozone with high spatial transferability

Ge Song, Siwei Li, Jia Xing et al. · Remote Sensing of Environment · 2022 · 33 citations

Surface Uv-assisted Retrieval, Engineering, Atmospheric Photochemistry +8