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Analysis of Seasonal Driving Factors and Inversion Model Optimization of Soil Moisture in the Qinghai Tibet Plateau Based on Machine Learning 期刊论文
WATER, 2023, 卷号: 15, 期号: 16
作者:  Deng, Qinghai;  Yang, Jingjing;  Zhang, Liping;  Sun, Zhenzhou;  Sun, Guizong;  Chen, Qiao;  Dou, Fengke
收藏  |  浏览/下载：5/0  |  提交时间：2024/03/01
Sentinel-1  semi-empirical model  artificial neural networks  decision tree algorithm  
Bathymetric Inversion and Mapping of Two Shallow Lakes Using Sentinel-2 Imagery and Bathymetry Data in the Central Tibetan Plateau 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15
作者:  Yang, Hong;  Ju, Jianting;  Guo, Hengliang;  Qiao, Baojin;  Nie, Bingkang;  Zhu, Liping
收藏  |  浏览/下载：87/0  |  提交时间：2022/06/21
MULTISPECTRAL SATELLITE IMAGERY  WATER DEPTH  NEURAL-NETWORKS  AIRBORNE LIDAR  REGRESSION  RETRIEVAL  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  
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：31/0  |  提交时间：2021/09/01
Feed-forward neural network  Full-scale finite element model  Initial ground stress field  Multioutput decision tree regressor  
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  
Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms 期刊论文
, 2020, 卷号: 141
作者:  Liu Y.;  Jing W.;  Wang Q.;  Xia X.
收藏  |  浏览/下载：33/0  |  提交时间：2020/07/28
Decision trees  Land surface temperature  Learning systems  Nearest neighbor search  Neural networks  Object oriented programming  Soil moisture  Support vector machines  Support vector regression  Surveying  Topography  Vegetation  Classification and regression tree  Correlation coefficient  Digital elevation model  Geographic coordinates  High spatial resolution  K nearest neighbor (KNN)  Machine learning techniques  Normalized difference vegetation index  Learning algorithms  algorithm  comparative study  correlation  data set  digital elevation model  downscaling  machine learning  NDVI  soil moisture  spatial analysis  surface temperature  Australia  China  North America  Qinghai-Xizang Plateau  Spain  
Prediction of droughts over Pakistan using machine learning algorithms 期刊论文
, 2020, 卷号: 139
作者:  Khan N.;  Sachindra D.A.;  Shahid S.;  Ahmed K.;  Shiru M.S.;  Nawaz N.
收藏  |  浏览/下载：41/0  |  提交时间：2020/07/28
Atmospheric humidity  Climate change  Drought  Forecasting  Learning algorithms  Nearest neighbor search  Neural networks  Support vector machines  Wind  Atmospheric research  K nearest neighbours (k-NN)  K-nearest neighbours  National centres for environmental predictions  Pakistan  Recursive feature elimination  Temporal and spatial  Vulnerable communities  Learning systems  algorithm  artificial neural network  climate prediction  drought  machine learning  numerical model  precipitation (climatology)  Arabian Sea  Caspian Sea  Indian Ocean  Pakistan