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Mengfan Teng

Observed names: Mengfan, Teng, Teng Mengfan, Teng, MengFan, Teng, Mengfan
OpenAlex ID: A5035901506
72-hour real-time forecasting of ambient PM2.5 by hybrid graph deep neural network with aggregated neighborhood spatiotemporal information
2023 · Mengfan Teng, Siwei Li, et al. · Environment International · 61
24 Hour Prediction of Pm2.5 Concentrations by Combining Empirical Mode Decomposition and Bidirectional Long Short-Term Memory Neural Network
2021 · Mengfan Teng, Siwei Li, et al. · The Science of The Total Environment · 61
Human activities and the natural environment have induced changes in the PM2.5 concentrations in Yunnan Province, China, over the past 19 years
2020 · Kun Yang, Mengfan Teng, et al. · Environmental Pollution · 48
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
2019 · Luo Yi, Teng Mengfan, et al. · The Science of The Total Environment · 43
Retrieving hourly seamless PM2.5 concentration across China with physically informed spatiotemporal connection
2023 · Yu Ding, Siwei Li, et al. · Remote Sensing of Environment · 40
Surface UV-assisted retrieval of spatially continuous surface ozone with high spatial transferability
2022 · Ge Song, Siwei Li, et al. · Remote Sensing of Environment · 33
Including the feature of appropriate adjacent sites improves the PM2.5 concentration prediction with long short-term memory neural network model
2021 · Teng Mengfan, Li Siwei, et al. · Sustainable Cities and Society · 33
A new hybrid deep neural network for multiple sites PM2.5 forecasting
2024 · Mengfan Teng, Siwei Li, et al. · Journal of Cleaner Production · 23
Long-term PM2.5 concentration prediction based on improved empirical mode decomposition and deep neural network combined with noise reduction auto-encoder- A case study in Beijing
2023 · Mengfan Teng, Siwei Li, et al. · Journal of Cleaner Production · 21
Provincial equity and enhanced health are key drivers for China's 2060 carbon neutrality
2024 · Jiaxin Dong, Siwei Li, et al. · Journal of Cleaner Production · 16
CALIPSO-observed Southeast Asia biomass-burning influences on aerosol vertical structure in Guangdong-Hong Kong-Macao Greater Bay Area
2023 · Xiaoyue Zeng, Siwei Li, et al. · Atmospheric Research · 14
Estimation of Daily Seamless PM2.5 Concentrations with Climate Feature in Hubei Province, China
2023 · Wenjia Ni, Yu Ding, et al. · Remote Sensing · 9
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Quantifying the Impact of Multiple Factors on Air Quality Model Simulation Biases Using Machine Learning
2024 · Chunying Fan, Ruilin Wang, et al. · Atmosphere · 4
Global hourly seamless AOD through measurement-adjusted machine learning fusion of multi-satellite and reanalysis data
2025 · Yu Ding, Siwei Li, et al. · GIScience & Remote Sensing · 2
A feature-level ensemble framework for improving daily PM2.5 estimation across the contiguous United States (2000–2023)
2025 · Yu Ding, Jiaxin Dong, et al. · Environmental Modelling & Software · 2
Study on the Temporal and Spatial Variation of PM2.5 in Eight Main Cities of Yunnan Province
2018 · Mengfan Teng, Kun Yang, et al. · International Conference on Geoinformatics · 2
Physics-inspired inductive spatiotemporal kriging for PM2.5 with satellite gradient constraints
2026 · Shuo Wang, Mengfan Teng, et al. · Atmospheric Environment · 1
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Decadal Analysis of Agricultural Ammonia Distribution in China Using CAMS Data and Machine Learning Classifiers
2025 · Ata Jahangir Moshayedi, Raihana Abbasi, et al. · Asia Conference on Advances in Electrical and Power Engineering (ACEPE) · 1
A Cloud Identification Method Based on Spectral and Textural Characteristics of Oxygen A Band in TROPOMI Imagery
2023 · Zijian Guo, Siwei Li, et al. · IEEE Transactions on Geoscience and Remote Sensing · 1
Model code and dataset
2026 · Teng, MengFan, Huang, LingXiao · Zenodo (CERN European Organization for Nuclear Research)
Train dataset
2026 · Mengfan, Teng · Zenodo (CERN European Organization for Nuclear Research)
24-hour multi-station regional O3 concentration prediction through aggregating neighborhood spatial information
2026 · Mengfan Teng, Shuo Wang, et al. · Atmospheric Environment
Seamless hourly PM2.5 mapping across China with a graph spatiotemporal deep neural network
2026 · Mengfan Teng, Miaomiao Liang, et al. · Environmental Modelling & Software
Future benefits of emission controls in mitigating climate-driven regional transport of PM2.5 in China
2023 · Siwei Li, Shansi Wang, et al. · Research Square
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Works count: 27
Citation count: 418
H-index: 11
I10-index: 11
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