How Important Is Satellite-Retrieved Aerosol Optical Depth in Deriving Surface PM_2.5 Using Machine Learning?

Eitemau Tebyg

• Effects of Meteorology Changes on Inter-Annual Variations of Aerosol Optical Depth and Surface PM_2.5 in China—Implications for PM_2.5 Remote Sensing
  gan: Ling Qi, et al.
  Cyhoeddwyd: (2022-06-01)
• Influence of Spatial Resolution on Satellite-Based PM_2.5 Estimation: Implications for Health Assessment
  gan: Heming Bai, et al.
  Cyhoeddwyd: (2022-06-01)
• Estimation of the PM_2.5 and PM₁₀ Mass Concentration over Land from FY-4A Aerosol Optical Depth Data
  gan: Yuxin Sun, et al.
  Cyhoeddwyd: (2021-10-01)
• Systematic Evaluation of Four Satellite AOD Datasets for Estimating PM_2.5 Using a Random Forest Approach
  gan: Jana Handschuh, et al.
  Cyhoeddwyd: (2023-04-01)
• Imputing Satellite-Derived Aerosol Optical Depth Using a Multi-Resolution Spatial Model and Random Forest for PM_2.5 Prediction
  gan: Behzad Kianian, et al.
  Cyhoeddwyd: (2021-01-01)