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| Ground Surface Freezing and Thawing Index Distribution in the Qinghai-Tibet Engineering Corridor and Factors Analysis Based on GeoDetector Technique 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 1
作者: Ma, Shen; Zhao, Jingyi; Chen, Ji; Zhang, Shouhong; Dong, Tianchun; Mei, Qihang; Hou, Xin; Liu, Guojun
  收藏 | 浏览/下载：4/0 | 提交时间：2024/03/01
ground surface freezing index ground surface thawing index N-factors GeoDetector the multiple linear regression model Qinghai-Tibet Engineering Corridor |
| Landslide susceptibility assessment and mapping using state-of-the art machine learning techniques 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者: Pourghasemi H.R.; Sadhasivam N.; Amiri M.; Eskandari S.; Santosh M.
收藏 | 浏览/下载：43/0 | 提交时间：2021/09/01
Boosted regression tree Functional discriminant analysis Generalized linear model Landslides Mixture discriminant analysis Partial least square |
| Construction and verification of a rainstorm death risk index based on grid data fusion: a case study of the Beijing rainstorm on July 21, 2012 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 3
作者: Wu X.; Zhao J.; Kuai Y.; Guo J.; Gao G.
收藏 | 浏览/下载：27/0 | 提交时间：2021/09/01
ArcGIS Kernel density estimation Multiple linear regression Rainstorm death risk index Rainstorm disaster |
| Prediction model based on the Laplacian eigenmap method combined with a random forest algorithm for rainstorm satellite images during the first annual rainy season in South China 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者: Huang X.-Y.; He L.; Zhao H.-S.; Huang Y.; Wu Y.-S.
收藏 | 浏览/下载：11/0 | 提交时间：2021/09/01
Heavy rainfall Laplacian eigenmaps Multiple linear regression Random forest algorithm Satellite cloud images |
| Impact of the first induced COVID-19 lockdown on air quality in Israel 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 262
作者: Agami S.; Dayan U.
收藏 | 浏览/下载：18/0 | 提交时间：2022/01/18
Air pollution COVID-19 lockdown Linear regression NOx reduction Ozone weekend effect Pollution emissions |
| 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：40/0 | 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 |
| Increasing trend of lightning activity in the South Asia region 期刊论文
Science Bulletin, 2021, 卷号: 66, 期号: 1
作者: Qie K.; Qie X.; Tian W.
收藏 | 浏览/下载：26/0 | 提交时间：2021/09/01
Lightning activity Multiple linear regression analysis South Asian monsoon region Thermodynamic and microphysical factors Trend |
| Experimental observations on fine sand winnowing from immobile gravel substrate 期刊论文
, 2020, 卷号: 142
作者: Khademishamami M.; Nardin W.
收藏 | 浏览/下载：36/0 | 提交时间：2020/07/28
Gravel Normal distribution Probability density function Rivers Shear stress Critical shear stress Flow field measurement Management strategies Movement threshold Non-linear regression Roughness elements Static equilibrium conditions Velocity gradients Sand experimental study flow field flow velocity fluvial deposit gravel movement regression analysis sand sediment transport substrate threshold |
| Statistical field calibration of a low-cost PM2.5 monitoring network in Baltimore 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 242
作者: Datta A.; Saha A.; Zamora M.L.; Buehler C.; Hao L.; Xiong F.; Gentner D.R.; Koehler K.
收藏 | 浏览/下载：129/0 | 提交时间：2022/01/18
Baltimore Field colocation Gain-offset model Linear regression Low-cost monitors PM2.5 |
| Twenty-one years of passive sampling monitoring of SO2, NO2 and O3 at the Cape Point GAW station, South Africa 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 222
作者: Swartz J.-S.; Van Zyl P.G.; Beukes J.P.; Labuschagne C.; Brunke E.-G.; Portafaix T.; Galy-Lacaux C.; Pienaar J.J.
收藏 | 浏览/下载：32/0 | 提交时间：2022/01/18
DEBITS INDAAF Inorganic gaseous species Long-term trend Low-cost sensor Multiple linear regression |
