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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  
Investigating the application of artificial intelligence for earthquake prediction in Terengganu 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者:  Marhain S.;  Ahmed A.N.;  Murti M.A.;  Kumar P.;  El-Shafie A.
收藏  |  浏览/下载：66/0  |  提交时间：2021/09/01
Artificial intelligence  Boosted decision tree regression  Earthquake prediction  Machine learning algorithm  Multivariate adaptive regression spline  Pearson correlation coefficient  Random forest  Support vector machine  Uncertainty analysis  
Triggering factors and threshold analysis of baishuihe landslide based on the data mining methods 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 3
作者:  Miao F.;  Wu Y.;  Li L.;  Liao K.;  Xue Y.
收藏  |  浏览/下载：40/0  |  提交时间：2021/09/01
Apriori algorithm  Baishuihe landslide  Data mining  Decision tree C5.0  Three gorges reservoir  Two-step clustering  
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：32/0  |  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