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Tunnel geothermal disaster susceptibility evaluation based on interpretable ensemble learning: A case study in Ya'an-Changdu section of the Sichuan-Tibet traffic corridor 期刊论文
ENGINEERING GEOLOGY, 2023, 卷号: 313
作者:  Chen, Zhe;  Chang, Ruichun;  Pei, Xiangjun;  Yu, Zhengbo;  Guo, Huadong;  He, Ziqiong;  Zhao, Wenbo;  Zhang, Quanping;  Chen, Yu
收藏  |  浏览/下载：5/0  |  提交时间：2024/03/01
Interpretability  Ensemble learning  Tunnel geothermal disasters  Susceptibility evaluation  Sichuan-Tibet traffic corridor  
Estimation of China's terrestrial ecosystem carbon sink: Methods, progress and prospects 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2022, 卷号: 65, 期号: 4
作者:  Piao, Shilong;  He, Yue;  Wang, Xuhui;  Chen, Fahu
收藏  |  浏览/下载：25/0  |  提交时间：2022/06/21
LAND  DIOXIDE  CO2  FLUXES  BUDGET  SEQUESTRATION  ENSEMBLE  EMISSIONS  NORTHERN  EXCHANGE  
Improving surface soil moisture retrievals through a novel assimilation algorithm to estimate both model and observation errors 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 269
作者:  Tian, Jiaxin;  Qin, Jun;  Yang, Kun;  Zhao, Long;  Chen, Yingying;  Lu, Hui;  Li, Xin;  Shi, Jiancheng
收藏  |  浏览/下载：36/0  |  提交时间：2022/06/21
ENSEMBLE KALMAN FILTER  SYSTEM  COVARIANCES  PARAMETERS  SATELLITE  PRODUCTS  STATE  SMOS  SMAP  

Improvement of PM2.5 forecast over China by the joint adjustment of initial conditions and emissions with the NLS-4DVar method

 期刊论文
ATMOSPHERIC ENVIRONMENT, 2022, 卷号: 271
作者:  Zhang, Shan;  Tian, Xiangjun;  Han, Xiao;  Zhang, Meigen;  Zhang, Hongqin;  Mao, Huiqin
收藏  |  浏览/下载：28/0  |  提交时间：2022/06/21
VARIATIONAL DATA ASSIMILATION  ENSEMBLE KALMAN FILTER  QUALITY MODELING CMAQ  AEROSOL EMISSIONS  WEATHER RESEARCH  SYSTEM  PM10  IMPROVEMENT  INVENTORY  OZONE  
A multi-model decision support system (MM-DSS) for avalanche hazard prediction over North-West Himalaya 期刊论文
Natural Hazards, 2021
作者:  Kaur P.;  Joshi J.C.;  Aggarwal P.
收藏  |  浏览/下载：26/0  |  提交时间：2021/09/01
Avalanche forecast  Ensemble forecast  Snow cover model  
Development of novel hybrid machine learning models for monthly thunderstorm frequency prediction over Bangladesh 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者:  Azad M.A.K.;  Islam A.R.M.T.;  Rahman M.S.;  Ayen K.
收藏  |  浏览/下载：19/0  |  提交时间：2021/09/01
Bangladesh  Ensemble empirical mode decomposition  Hybrid model  Random forest  Sensitivity analysis  Thunderstorm  
On the potential of ensemble forecasting for the prediction of meteotsunamis in the Balearic Islands: sensitivity to atmospheric model parameterizations 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 2
作者:  Mourre B.;  Santana A.;  Buils A.;  Gautreau L.;  Ličer M.;  Jansà A.;  Casas B.;  Amengual B.;  Tintoré J.
收藏  |  浏览/下载：21/0  |  提交时间：2021/09/01
Atmosphere–ocean modeling  Atmospheric model parameterizations  Ensemble forecasting  Meteotsunamis prediction  
GIS-based ensemble modelling of fuzzy system and bivariate statistics as a tool to improve the accuracy of landslide susceptibility mapping 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 2
作者:  Abedi Gheshlaghi H.;  Feizizadeh B.
收藏  |  浏览/下载：25/0  |  提交时间：2021/09/01
Conditioning factors  Ensemble approach  GIS  Landslide susceptibility  
A fuzzy neural network bagging ensemble forecasting model for 72-h forecast of low-temperature chilling injury 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 2
作者:  Lu H.;  Ou Y.;  Qin C.;  Jin L.
收藏  |  浏览/下载：25/0  |  提交时间：2021/09/01
Bagging ensemble forecast  Cold–wet index  Fuzzy neural network  Short-term forecast  
Torrential rainfall-induced landslide susceptibility assessment using machine learning and statistical methods of eastern Himalaya 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者:  Chowdhuri I.;  Pal S.C.;  Chakrabortty R.;  Malik S.;  Das B.;  Roy P.
收藏  |  浏览/下载：34/0  |  提交时间：2021/09/01
Boosted regression tree  Ensemble methods  Landslide susceptibility  Logistic regression  Random forest