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Risk Zoning of Permafrost Thaw Settlement in the Qinghai-Tibet Engineering Corridor 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 15
作者:  Liu, Zhiyun;  Zhu, Yu;  Chen, Jianbing;  Cui, Fuqing;  Zhu, Wu;  Liu, Jine;  Yu, Hui
收藏  |  浏览/下载：0/0  |  提交时间：2024/03/01
Qinghai-Tibet engineering corridor  permafrost subgrade  thaw settlement  risk characteristics  RBF neural network  
Enhanced Generalized Regression Neural Network With Backward Sequential Feature Selection for Machine-Learning-Driven Soil Moisture Estimation: A Case Study Over the Qinghai-Tibet Plateau 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16
作者:  Zhang, Ling;  Xue, Zhaohui;  Liu, Huan;  Li, Hao
收藏  |  浏览/下载：1/0  |  提交时间：2024/03/01
Enhanced generalized regression neural network (EGRNN)  feature selection  Qinghai-Tibet Plateau (QTP)  soil moisture (SM) estimation  
Physics-Informed Neural Networks for Elliptical-Anisotropy Eikonal Tomography: Application to Data From the Northeastern Tibetan Plateau 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH, 2023, 卷号: 128, 期号: 12
作者:  Chen, Yunpeng;  de Ridder, Sjoerd A. L.;  Rost, Sebastian;  Guo, Zhen;  Wu, Xiaoyang;  Li, Shilin;  Chen, Yongshun
收藏  |  浏览/下载：7/0  |  提交时间：2024/03/01
elliptical-anisotropy eikonal tomography  anisotropy  physics informed neural network  deep learning  surface waves  Tibet  
Investigating the seasonal dynamics of surface water over the Qinghai-Tibet Plateau using Sentinel-1 imagery and a novel gated multiscale ConvNet 期刊论文
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2023, 卷号: 16, 期号: 1
作者:  Luo, Xin;  Hu, Zhongwen;  Liu, Lin
收藏  |  浏览/下载：0/0  |  提交时间：2024/03/01
Qinghai-Tibet Plateau  surface water mapping  deep learning  convolutional neural network  SAR image  
A deep-learning-based mineral prospectivity modeling framework and workflow in prediction of porphyry-epithermal mineralization in the Duolong ore District, Tibet 期刊论文
ORE GEOLOGY REVIEWS, 2023, 卷号: 157
作者:  Liu, Cai;  Wang, Wenlei;  Tang, Juxing;  Wang, Qin;  Zheng, Ke;  Sun, Yanyun;  Zhang, Jiahong;  Gan, Fuping;  Cao, Baobao
收藏  |  浏览/下载：0/0  |  提交时间：2024/03/01
Machine learning  Mineral prospectivity modeling  Porphyry-epithermal deposits  Self-attention  Neural network  Support vector machine  
Improving the accuracy and spatial resolution of precipitable water vapor dataset using a neural network-based downscaling method 期刊论文
ATMOSPHERIC ENVIRONMENT, 2022, 卷号: 269
作者:  Ma X.;  Yao Y.;  Zhang B.;  Yang M.;  Liu H.
收藏  |  浏览/下载：31/0  |  提交时间：2022/01/18
Back propagation neural network  Downscaling  High resolution  Precipitable water vapor  
Estimation of Soil Salinization by Machine Learning Algorithms in Different Arid Regions of Northwest China 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 2
作者:  Jiang, Xiaofang;  Duan, Hanchen;  Liao, Jie;  Guo, Pinglin;  Huang, Cuihua;  Xue, Xian
收藏  |  浏览/下载：38/0  |  提交时间：2022/04/28
NEURAL-NETWORK  REFLECTANCE PROPERTIES  SALINITY  VEGETATION  INDEX  OPTIMIZATION  MOISTURE  SPECTRA  IMAGES  AREA  
The implementation of genetic algorithm for the identification of DNAPL sources 期刊论文
GROUNDWATER FOR SUSTAINABLE DEVELOPMENT, 2022, 卷号: 16
作者:  Habiyakare, Telesphore;  Zhang, Na;  Feng, Chu-Han;  Ndayisenga, Fabrice;  Kayiranga, Alphonse;  Sindikubwabo, Celestin;  Muhirwa, Fabien;  Shah, Suraj
收藏  |  浏览/下载：39/0  |  提交时间：2022/04/28
GROUNDWATER POLLUTION  MULTIPHASE FLOW  NEURAL-NETWORK  OPTIMIZATION  SIMULATION  TRANSPORT  DISTRIBUTIONS  REMEDIATION  MIGRATION  AQUIFERS  
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：32/0  |  提交时间：2022/06/21
VECTOR REGRESSION METHODOLOGY  HEIHE RIVER-BASIN  NEURAL-NETWORK  HYBRID MODEL  SELECTION  DECOMPOSITION  OPTIMIZATION  MANAGEMENT  MULTISTEP  STRATEGY  
Prediction of flooding in the downstream of the Three Gorges Reservoir based on a back propagation neural network optimized using the AdaBoost algorithm 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 2
作者:  Xiong B.;  Li R.;  Ren D.;  Liu H.;  Xu T.;  Huang Y.
收藏  |  浏览/下载：134/0  |  提交时间：2021/09/01
AdaBoost  Back propagation neural network  Flood  Water level