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Exploration and Comparison of the Effect of Conventional and Advanced Modeling Algorithms on Landslide Susceptibility Prediction: A Case Study from Yadong Country, Tibet 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 12
作者:  Liang, Zhu;  Peng, Weiping;  Liu, Wei;  Huang, Houzan;  Huang, Jiaming;  Lou, Kangming;  Liu, Guochao;  Jiang, Kaihua
收藏  |  浏览/下载：1/0  |  提交时间：2024/03/01
Landslide Susceptibility  Information Value  Logistic regression  Machine learning  Deep learning  GIS  
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  
Chromite-Bearing Peridotite Identification, Based on Spectral Analysis and Machine Learning: A Case Study of the Luobusa Area, Tibet, China 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 16
作者:  Yang, Weiguang;  Zheng, Youye;  Chen, Shizhong;  Duan, Xingxing;  Zhou, Yu;  Xu, Xiaokuan
收藏  |  浏览/下载：0/0  |  提交时间：2024/03/01
remote sensing  spectral enhancement techniques  support vector machine  mantle peridotite  chromite deposit  
A Neural Network Classification Framework for Monthly and High Spatial Resolution Surface Water Mapping in the Qinghai-Tibet Plateau from Landsat Observations 期刊论文
JOURNAL OF HYDROMETEOROLOGY, 2023, 卷号: 24, 期号: 10
作者:  Ran, Qinwei;  Aires, Filipe;  Ciais, Philippe;  Qiu, Chunjing;  Wang, Yanfen
收藏  |  浏览/下载：0/0  |  提交时间：2024/03/01
Water resources  Remote sensing  Satellite observations  Classification