机译:Estimating monthly PM_(2.5) concentrations from satellite remote sensing data, meteorological variables, and land use data using ensemble statistical modeling and a random forest approach
Natl Hlth Res Inst, Inst Populat Hlth Sci, Div Biostat & Bioinformat, Zhunan Township, Taiwan|Kaohsiung Med Univ, Res Ctr Environm Med, Kaohsiung, Taiwan;
Natl Hlth Res Inst, Inst Populat Hlth Sci, Div Biostat & Bioinformat, Zhunan Township, Taiwan;
Natl Cent Univ, Ctr Space & Remote Sensing Res, Taoyuan, TaiwanNatl Taiwan Univ, Sch Publ Hlth, Inst Environm & Occupat Hlth Sci, Taipei, Taiwan;
Aerosol optical depth; Generalized additive model; Inverse distance weighting; Land use regression; Leave-one-out cross-validation;