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Prediction of PM2.5 concentrations at the locations of monitoring sites measuring PM10 and NOx, using generalized additive models and machine learning methods: A case study in London 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 240
作者:  Analitis A.;  Barratt B.;  Green D.;  Beddows A.;  Samoli E.;  Schwartz J.;  Katsouyanni K.
收藏  |  浏览/下载:28/0  |  提交时间:2022/01/18
Ensemble methods  Environmental exposure  London case study  PM2.5 prediction  Random forest  
Prediction of PM2.5 concentrations at the locations of monitoring sites measuring PM10 and NOx, using generalized additive models and machine learning methods: A case study in London 期刊论文
Atmospheric Environment, 2020, 卷号: 240
作者:  Analitis A.;  Barratt B.;  Green D.;  Beddows A.;  Samoli E.;  Schwartz J.;  Katsouyanni K.
收藏  |  浏览/下载:21/0  |  提交时间:2020/12/08
Prediction of PM2.5 concentrations at the locations of monitoring sites measuring PM10 and NOx; using generalized additive models and machine learning methods: A case study in London 期刊论文
Atmospheric Environment, 2020, 卷号: 240
作者:  Analitis A.;  Barratt B.;  Green D.;  Beddows A.;  Samoli E.;  Schwartz J.;  Katsouyanni K.
收藏  |  浏览/下载:37/0  |  提交时间:2020/11/23
Introduction to the special issue "in-depth study of air pollution sources and processes within Beijing and its surrounding region (APHH-Beijing)" 期刊论文
Atmospheric Chemistry and Physics, 2019, 卷号: 19, 期号: 11
作者:  Shi Z.;  Vu T.;  Kotthaus S.;  Harrison R.M.;  Grimmond S.;  Yue S.;  Zhu T.;  Lee J.;  Han Y.;  Demuzere M.;  Dunmore R.E.;  Ren L.;  Liu D.;  Wang Y.;  Wild O.;  Allan J.;  Joe Acton W.;  Barlow J.;  Barratt B.;  Beddows D.;  Bloss W.J.;  Calzolai G.;  Carruthers D.;  Carslaw D.C.;  Chan Q.;  Chatzidiakou L.;  Chen Y.;  Crilley L.;  Coe H.;  Dai T.;  Doherty R.;  Duan F.;  Fu P.;  Ge B.;  Ge M.;  Guan D.;  Hamilton J.F.;  He K.;  Heal M.;  Heard D.;  Nicholas Hewitt C.;  Hollaway M.;  Hu M.;  Ji D.;  Jiang X.;  Jones R.;  Kalberer M.;  Kelly F.J.;  Kramer L.;  Langford B.;  Lin C.;  Lewis A.C.;  Li J.;  Li W.;  Liu H.;  Liu J.;  Loh M.;  Lu K.;  Lucarelli F.;  Mann G.;  McFiggans G.;  Miller M.R.;  Mills G.;  Monk P.;  Nemitz E.;  O'Connor F.;  Ouyang B.;  Palmer P.I.;  Percival C.;  Popoola O.;  Reeves C.;  Rickard A.R.;  Shao L.;  Shi G.;  Spracklen D.;  Stevenson D.;  Sun Y.;  Sun Z.;  Tao S.;  Tong S.;  Wang Q.;  Wang W.;  Wang X.;  Wang X.;  Wang Z.;  Wei L.;  Whalley L.;  Wu X.;  Wu Z.;  Xie P.;  Yang F.;  Zhang Q.;  Zhang Y.;  Zhang Y.;  Zheng M.
收藏  |  浏览/下载:35/0  |  提交时间:2020/11/23