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Air quality impacts of new public transport provision: A causal analysis of the Jubilee Line Extension in London 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 245
作者:  Ma L.;  Graham D.J.;  Stettler M.E.J.
收藏  |  浏览/下载：33/0  |  提交时间：2022/01/18
Air quality  Causal analysis  Change point detection  Gradient boosting decision trees  Public transport  Regression discontinuity design  
Influence of weather and air pollution on concentration change of PM2.5 using a generalized additive model and gradient boosting machine 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 255
作者:  Cheng B.;  Ma Y.;  Feng F.;  Zhang Y.;  Shen J.;  Wang H.;  Guo Y.;  Cheng Y.
收藏  |  浏览/下载：29/0  |  提交时间：2022/01/18
Air pollution  Generalized additive model  Gradient boosting machine  Meteorological factors  PM2.5  
Multiscale groundwater level forecasting: Coupling new machine learning approaches with wavelet transforms 期刊论文
, 2020, 卷号: 141
作者:  Rahman A.T.M.S.;  Hosono T.;  Quilty J.M.;  Das J.;  Basak A.
收藏  |  浏览/下载：27/0  |  提交时间：2020/07/28
Decision trees  Forecasting  Groundwater  Irrigation  Machine learning  Neural networks  Water quality  Water supply  Gradient boosting  Groundwater level forecasting  Irrigation scheduling  Key Issues  Land development  Land subsidence  Machine learning approaches  Real-world scenario  Wavelet transforms  forecasting method  groundwater  machine learning  transform  water level  water quality  wavelet analysis  Japan  Kumamoto  Kyushu  
A machine learning approach capturing the effects of driving behaviour and driver characteristics on trip-level emissions 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 224
作者:  Xu J.;  Saleh M.;  Hatzopoulou M.
收藏  |  浏览/下载：33/0  |  提交时间：2022/01/18
Driver experience  Eco-score  Emission factor  Gradient boosting  SHAP  Vehicle emissions