Qianqian Yang

机构：China Meteorological Administration, Hong Kong Baptist University, Nanjing University of Information Science and Technology · ORCID：0000-0002-1378-7418

发表论文 50 篇 · 总被引 2998 次 · h-index 19

代表论文

• A new perspective to satellite-based retrieval of ground-level air pollution: Simultaneous estimation of multiple pollutants based on physics-informed multi-task learning (2022 · The Science of The Total Environment · 被引 49)
• Ultrahigh-resolution PM2.5 estimation from top-of-atmosphere reflectance with machine learning: Theories, methods, and applications (2022 · Environmental Pollution · 被引 39)
• Estimation of high spatial resolution ground-level ozone concentrations based on Landsat 8 TIR bands with deep forest model (2022 · Chemosphere · 被引 36)
• Joint estimation of PM2.5 and O3 over China using a knowledge-informed neural network (2022 · Geoscience Frontiers · 被引 34)
• Differentiable modeling for soil moisture retrieval by unifying deep neural networks and water cloud model (2024 · Remote Sensing of Environment · 被引 32)
• A synchronized estimation of hourly surface concentrations of six criteria air pollutants with GEMS data (2023 · npj Climate and Atmospheric Science · 被引 29)