|
已选(0)清除
条数/页： 排序方式： |
| Estimating aerosol optical extinction across eastern China in winter during 2014–2019 using the random forest approach 期刊论文
ATMOSPHERIC ENVIRONMENT, 2022, 卷号: 269
作者: Chen X.; Li X.; Li X.; Liang J.; Li J.; Chen G.; Pei Z.; Wei X.; Zeng G.
  收藏 | 浏览/下载：38/0 | 提交时间：2022/01/18
Haze pollution Optical extinction PM2.5 Random forests Slower decline trend |
| Combined land-use and street view image model for estimating black carbon concentrations in urban areas 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 265
作者: Liu X.; Hadiatullah H.; Zhang X.; Schnelle-Kreis J.; Zhang X.; Lin X.; Cao X.; Zimmermann R.
收藏 | 浏览/下载：31/0 | 提交时间：2022/01/18
Black carbon Land-use Random forest Street view images |
| Gaussian Markov random fields improve ensemble predictions of daily 1 km PM2.5 and PM10 across France 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 264
作者: Hough I.; Sarafian R.; Shtein A.; Zhou B.; Lepeule J.; Kloog I.
收藏 | 浏览/下载：135/0 | 提交时间：2022/01/18
Aerosol optical depth Ensemble model Epidemiology Exposure assessment Particulate matter |
| Evaluation of gap-filling approaches in satellite-based daily PM2.5 prediction models 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 244
作者: Xiao Q.; Geng G.; Cheng J.; Liang F.; Li R.; Meng X.; Xue T.; Huang X.; Kan H.; Zhang Q.; He K.
收藏 | 浏览/下载：12/0 | 提交时间：2022/01/18
CMAQ Gap-filling approaches PM2.5 Random forest Satellite data |
| Declining dry deposition of NO2 and SO2 with diverse spatiotemporal patterns in China from 2013 to 2018 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 262
作者: Zhou K.; Zhao Y.; Zhang L.; Xi M.
收藏 | 浏览/下载：16/0 | 提交时间：2022/01/18
Air pollution control Dry deposition Random forest Spatiotemporal pattern |
| Long-term monitoring of precipitation chemistry in the U.S.: Insights into changes and condition 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 245
作者: Likens G.E.; Butler T.J.; Claybrooke R.; Vermeylen F.; Larson R.
收藏 | 浏览/下载：15/0 | 提交时间：2022/01/18
Acid rain Daily precipitation chemistry Dry deposition Hubbard Brook experimental forest NADP/AIRMoN Trends in precipitation chemistry |
| Estimating daily high-resolution PM2.5 concentrations over Texas: Machine Learning approach 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 247
作者: Ghahremanloo M.; Choi Y.; Sayeed A.; Salman A.K.; Pan S.; Amani M.
收藏 | 浏览/下载：26/0 | 提交时间：2022/01/18
BenMAP High-resolution PM2.5 Machine learning MODIS AOD Remote sensing Texas |
| Meteorological normalization of NO2 concentrations in the Province of Bolzano (Italian Alps) 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 246
作者: Falocchi M.; Zardi D.; Giovannini L.
收藏 | 浏览/下载：18/0 | 提交时间：2022/01/18
Air quality Complex mountainous terrain Meteorological normalization Nitrogen dioxide Random Forest Valley |
| Enhancing the Evaluation and Interpretability of Data-Driven Air Quality Models 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 246
作者: Gu J.; Yang B. ; Brauer M.; Zhang K.M.
收藏 | 浏览/下载：39/0 | 提交时间：2022/01/18
Air quality modeling Data-driven model Linear regression Model evaluation Model interpretability Random forest Repeated cross-validations SHAP |
| An integrated model combining random forests and WRF/CMAQ model for high accuracy spatiotemporal PM2.5 predictions in the Kansai region of Japan 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 262
作者: Thongthammachart T.; Araki S.; Shimadera H.; Eto S.; Matsuo T.; Kondo A.
收藏 | 浏览/下载：24/0 | 提交时间：2022/01/18
Air pollution Chemical transport model Land use regression Random forests |
