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Evolution characteristics of freeze-thaw-induced sandstone damage under water immersion conditions in Changdu, Tibet, China 期刊论文
COLD REGIONS SCIENCE AND TECHNOLOGY, 2024, 卷号: 217
作者:  Ju, Xin;  Niu, Fujun;  Liu, Minghao;  Luo, Jing
收藏  |  浏览/下载：14/0  |  提交时间：2024/03/01
Water immersion  Freeze-thaw cycles  Pore network model  Areal porosity  Damage evolution  Permeability  
Effects of grazing in different intensities and 10-year grazing exclusion on soil bacterial community composition and interaction complexity in alpine grasslands of the Qinghai-Tibet Plateau 期刊论文
LAND DEGRADATION & DEVELOPMENT, 2024
作者:  Qi, Xiangning;  Chen, Xianke;  Zhou, Xiaorong;  Qian, Zhi;  Zhou, Hanchang;  Zhuang, Guoqiang;  Ma, Anzhou
收藏  |  浏览/下载：27/0  |  提交时间：2024/03/01
alpine grassland  bacterial community structure  co-occurrence network  grazing exclusion  grazing intensity  structural equation model  
Wind speed prediction using measurements from neighboring locations and combining the extreme learning machine and the AdaBoost algorithm 期刊论文
ENERGY REPORTS, 2022, 卷号: 8
作者:  Wang, Lili;  Guo, Yanlong;  Fan, Manhong;  Li, Xin
收藏  |  浏览/下载：41/0  |  提交时间：2022/06/21
VECTOR REGRESSION METHODOLOGY  HEIHE RIVER-BASIN  NEURAL-NETWORK  HYBRID MODEL  SELECTION  DECOMPOSITION  OPTIMIZATION  MANAGEMENT  MULTISTEP  STRATEGY  
Mapping long-term and high-resolution global gridded photosynthetically active radiation using the ISCCP H-series cloud product and reanalysis data 期刊论文
EARTH SYSTEM SCIENCE DATA, 2022, 卷号: 14, 期号: 4
作者:  Tang, Wenjun;  Qin, Jun;  Yang, Kun;  Jiang, Yaozhi;  Pan, Weihao
收藏  |  浏览/下载：26/0  |  提交时间：2022/06/21
ALL-SKY CONDITIONS  SOLAR-RADIATION  SHORTWAVE RADIATION  NETWORK  MODEL  PARAMETERIZATION  ILLUMINANCE  IRRADIANCE  DIFFUSE  SCHEME  
A hybrid framework integrating physical model and convolutional neural network for regional landslide susceptibility mapping 期刊论文
Natural Hazards, 2021
作者:  Wei X.;  Zhang L.;  Luo J.;  Liu D.
收藏  |  浏览/下载：37/0  |  提交时间：2021/09/01
Convolutional neural network  Generalization ability  Hybrid model  Landslide susceptibility mapping  TRIGRS  
A comprehensive review of Bayesian statistics in natural hazards engineering 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者:  Zheng Y.;  Xie Y.;  Long X.
收藏  |  浏览/下载：58/0  |  提交时间：2021/09/01
Bayesian model updating  Bayesian network  Bayesian neural network  Hazard analysis  Natural hazards  Risk assessment  
Evaluation of deep learning algorithm for inflow forecasting: a case study of Durian Tunggal Reservoir, Peninsular Malaysia 期刊论文
Natural Hazards, 2021
作者:  Latif S.D.;  Ahmed A.N.;  Sathiamurthy E.;  Huang Y.F.;  El-Shafie A.
收藏  |  浏览/下载：34/0  |  提交时间：2021/09/01
Artificial neural network (ANN)  Inflow prediction model  Long short-term memory (LSTM)  Malaysia  Support vector machine (SVM)  Water resources management  
Back-analysis for initial ground stress field at a diamond mine using machine learning approaches 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 1
作者:  Pu Y.;  Apel D.B.;  Prusek S.;  Walentek A.;  Cichy T.
收藏  |  浏览/下载：30/0  |  提交时间：2021/09/01
Feed-forward neural network  Full-scale finite element model  Initial ground stress field  Multioutput decision tree regressor  
A novel agent-based model for tsunami evacuation simulation and risk assessment 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 2
作者:  Wang Z.;  Jia G.
收藏  |  浏览/下载：22/0  |  提交时间：2021/09/01
Agent-based model  Pedestrian–vehicle interaction  Risk assessment  Seismic damage  Transportation network  Tsunami evacuation  
Novel Machine Learning Method Integrating Ensemble Learning and Deep Learning for Mapping Debris-Covered Glaciers 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 13
作者:  Lu, Yijie;  Zhang, Zhen;  Shangguan, Donghui;  Yang, Junhua
收藏  |  浏览/下载：18/0  |  提交时间：2022/04/28
CONVOLUTIONAL NEURAL-NETWORK  RANDOM FOREST  TIBETAN PLATEAU  EASTERN PAMIR  CLASSIFICATION  BASIN  IMAGES  MODEL  INVENTORY  ACCURACY