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C.(2017)。Landuse regression with long-term satellite-based greenness index and culture-specific sources to model PM2.5 spatial-temporal variability。Environmental Pollution,224,148-157。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 5. | Beelen, R.、Hoek, G.、Vienneau, D.、Eeftens, M.、Dimakopoulou, K.、Pedeli, X.、Tsai, M. Y.、Kunzli, N.、Schikowski, T.、Marcon, A.、Eriksen, K. T.、Raaschou-Nielsen, O.、Stephanou, E.、Patelarou, E.、Lanki, T.、Yli-Tuomi, T.、Declercq, C.、Falq, G.、Stempfelet, M.、Birk, M.、Cyrys, J.、von Klot, S.、Nador, G.、Varro, M. 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A nationwide analysis in 272 Chinese cities。American Journal of Respiratory and Critical Care Medicine,196(1),73-81。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 11. | Di, Q.、Amini, H.、Shi, L.、Kloog, I.、Silvern, R.、Kelly, J.、Sabath, M. B.、Choirat, C.、Koutrakis, P.、Lyapustin, A.、Wang, Y. J.、Mickley, L. 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J.、Vienneau, D.、von Klot, S.、Wolf, K.、Brunekreef, B.、adn Hoek, G.(2012)。Development of land use regression models for PM2.5, PM2.5 absorbance, PM10 and PMcoarse in 20 European study areas; Results of the ESCAPE project。Environmental Science Technology,46(20),11195-11205。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 13. | Ierodiakonou, D.、Zanobetti, A.、Coull, B. A.、Melly, S.、Postma, D. S.、Boezen, H. M.、Vonk, J. M.、Williams, P. V.、Shapiro, G. G.、McKone, E. F.、Hallstrand, T. S.、Koenig, J. Q.、Schildcrout, J. S.、Lumley, T.、Fuhlbrigge, A. N.、Koutrakis, P.、Schwartz, J.、Weiss, S. T.、Gold, D. R.(2016)。Ambient air pollution, lung function, and airway responsiveness in asthmatic children。Journal of Allergy Clinical Immunology,137(2),390-399。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 14. | Joharestani, M. Z.、Cao, C. X.、Ni, X. 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J.、Künzli, N.(2007)。A land use regression model for predicting ambient fine particulate matter across Los Angeles, CA。Journal of Environmental Monitoring,9(3),246-252。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 18. | Shtein, A.、Kloog, I.、Schwartz, J.、Silibello, C.、Michelozzi, P.、Gariazzo, C.、Viegi, G.、Forastiere, F.、Karnieli, A.、Just, A. C.、Stafoggia, M.(2019)。Estimating daily PM2.5 and PM10 over Italy using an ensemble model。Environmental Science & Technology,54(1),120-128。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 19. | Stafoggia, M.、Bellander, T.、Bucci, S.、Davoli, M.、DeHoogh, K.、De'Donato, F.、Gariazzo, C.、Lyapustin, A.、Michelozzi, P.、Renzi, M.、Scortichini, M.、Shtein, A.、Viegi, G.、Kloog, I.、Schwartz, J.(2019)。Estimation of daily PM10 and PM2.5 concentrations in Italy 2013-2015, using a spatiotemporal land-use randomforest model。Environment International,124,170-179。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 20. | Wu, S. W.、Ni, Y.、Li, H. Y.、Pan, L.、Yang, D.、Baccarelli, A. A.、Deng, F. R.、Chen, Y. H.、Shima, M.、Guo, X. B.(2016)。Short-term exposure to high ambient air pollution increases airway inflammation and respiratory symptoms in chronic obstructive pulmonary disease patients in Beijing, China。Environment International,94,76-82。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 21. | Young, M. T.、Bechle, M. J.、Sampson, P. D.、Szpiro, A. A.、Marshall, J. D.、Sheppard, L.、Kaufman, J. D.(2016)。Satellite-based NO2 and model validation in a national prediction model based on universal kriging and land-use regression。Environmental Science Technology,50(7),3686-3694。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 會議論文1. | Chen, T. C.、Guestrin, C.(2016)。Xgboost: A scalable tree boosting system。The 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,(會議日期: 13-17 August, 2016)。ACM。785-794。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 研究報告1. | 高雄市政府經濟發展局(2019)。108年經濟發展局經濟統計指標分析。 延伸查詢![new window](/gs32/images/newin.png) | 學位論文1. | 翁佩詒(2020)。結合土地利用迴歸與機械學習演算法發展二氧化氮之高時空解析度推估模型(碩士論文)。國立成功大學。 延伸查詢![new window](/gs32/images/newin.png) | |