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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：67/0  |  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  
Landslide zonation and assessment of Farizi watershed in northeastern Iran using data mining techniques 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 3
作者:  Naemitabar M.;  Zanganeh Asadi M.
收藏  |  浏览/下载：20/0  |  提交时间：2021/09/01
Farizi watershed  Landslide  Logistic model tree (LMT)  Support vector machine (SVM)  The boosted regression trees (BRT) model  The random forest (RF) algorithm  
Prediction model based on the Laplacian eigenmap method combined with a random forest algorithm for rainstorm satellite images during the first annual rainy season in South China 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者:  Huang X.-Y.;  He L.;  Zhao H.-S.;  Huang Y.;  Wu Y.-S.
收藏  |  浏览/下载：17/0  |  提交时间：2021/09/01
Heavy rainfall  Laplacian eigenmaps  Multiple linear regression  Random forest algorithm  Satellite cloud images  
Spatial-Temporal Distribution of the Freeze-Thaw Cycle of the Largest Lake (Qinghai Lake) in China Based on Machine Learning and MODIS from 2000 to 2020 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 9
作者:  Han, Weixiao;  Huang, Chunlin;  Gu, Juan;  Hou, Jinliang;  Zhang, Ying
收藏  |  浏览/下载：16/0  |  提交时间：2022/04/28
SENTINEL-2 SURFACE REFLECTANCE  SNOW COVER PRODUCTS  ICE COVER  RANDOM FOREST  TIBETAN PLATEAU  CLIMATE-CHANGE  GLOBAL LAKE  WATER  ALGORITHM  PHENOLOGY  
Monitoring desertification in Mongolia based on Landsat images and Google Earth Engine from 1990 to 2020 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129
作者:  Meng, Xiaoyu;  Gao, Xin;  Li, Sen;  Li, Shengyu;  Lei, Jiaqiang
收藏  |  浏览/下载：37/0  |  提交时间：2022/04/28
HORQIN SANDY LAND  AEOLIAN DESERTIFICATION  RANDOM FOREST  NORTHERN SHAANXI  MODIS  CLASSIFICATION  DYNAMICS  AREAS  DEGRADATION  ALGORITHM  
Inter-comparison of several soil moisture downscaling methods over the Qinghai-Tibet Plateau, China 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 592
作者:  Qu, Yuquan;  Zhu, Zhongli;  Montzka, Carsten;  Chai, Linna;  Liu, Shaomin;  Ge, Yong;  Liu, Jin;  Lu, Zheng;  He, Xinlei;  Zheng, Jie;  Han, Tian
收藏  |  浏览/下载：43/0  |  提交时间：2022/04/28
REGRESSION NEURAL-NETWORKS  LAND-SURFACE TEMPERATURE  L-BAND RADIOMETER  HIGH-RESOLUTION  AMSR-E  RANDOM FOREST  SATELLITE  ALGORITHM  SMOS  RADAR  
Application of random forest algorithm in hail forecasting over Shandong Peninsula 期刊论文
, 2020, 卷号: 244
作者:  Yao H.;  Li X.;  Pang H.;  Sheng L.;  Wang W.
收藏  |  浏览/下载：25/0  |  提交时间：2020/07/28
Decision trees  Precipitation (meteorology)  Random forests  Storms  European centre for medium-range weather forecasts  Forecast probabilities  Forecasting modeling  Generalization Error  Meteorological station  Physical quantities  Random forest algorithm  Simulation accuracy  Weather forecasting  accuracy assessment  algorithm  computer simulation  forecasting method  forest dynamics  hail  prediction  China  Shandong  Shandong Peninsula  
A New Application of Random Forest Algorithm to Estimate Coverage of Moss-Dominated Biological Soil Crusts in Semi-Arid Mu Us Sandy Land, China 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 11
作者:  Chen, Xiang;  Wang, Tao;  Liu, Shulin;  Peng, Fei;  Tsunekawa, Atsushi;  Kang, Wenping;  Guo, Zichen;  Feng, Kun
收藏  |  浏览/下载：68/0  |  提交时间：2019/11/08
moss-dominated biological soil crusts (BSCs)  random forest (RF) algorithm  in-situ hyperspectral dataset  multispectral remote sensing  Mu Us Sandy Land