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Climate change detection and attribution in the Ganga-Brahmaputra-Meghna river basins 期刊论文
GEOSCIENCE FRONTIERS, 2021, 卷号: 12, 期号: 5, 页码: 10
Authors:  Sharma, Chetan;  Shukla, Anoop Kumar;  Zhang, Yongqiang
Favorite  |  View/Download:5/0  |  Submit date:2021/11/05
Ganga-Brahmaputra-Meghna (GBM)  Climate change  Support vector machine  Signal to noise ratio  Anthropogenic activities  
Water extraction of hyperspectral imagery based on a fast and effective decision tree water index 期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2021, 卷号: 15, 期号: 4, 页码: 19
Authors:  Yang, Jiawei;  Wang, Xin;  Wang, Jiyan;  Ye, Chongchong;  Xiong, Junnan
Favorite  |  View/Download:6/0  |  Submit date:2021/11/05
hyperspectral remote sensing  water extraction  spectral analysis  
Remote Sensing Image Classification with a Graph-Based Pre-Trained Neighborhood Spatial Relationship 期刊论文
SENSORS, 2021, 卷号: 21, 期号: 16, 页码: 28
Authors:  Guan, Xudong;  Huang, Chong;  Yang, Juan;  Li, Ainong
Favorite  |  View/Download:3/0  |  Submit date:2021/11/05
remote sensing  image classification  SVM (Support Vector Machine)  knowledge graph  object-based image analysis  fuzzy classification  graph theory  
Flood vulnerability assessment using the triangular fuzzy number-based analytic hierarchy process and support vector machine model for the Belt and Road region 期刊论文
NATURAL HAZARDS, 2021, 页码: 26
Authors:  Duan, Yu;  Xiong, Junnan;  Cheng, Weiming;  Wang, Nan;  Li, Yi;  He, Yufeng;  Liu, Jun;  He, Wen;  Yang, Gang
Favorite  |  View/Download:7/0  |  Submit date:2021/11/05
Flood  Vulnerability  Triangular fuzzy number-based analytic hierarchy process  Support vector machine  The Belt and Road region  
Hyperspectral inversion of soil heavy metals in Three-River Source Region based on random forest model 期刊论文
CATENA, 2021, 卷号: 202, 页码: 10
Authors:  Zhou, Wei;  Yang, Han;  Xie, Lijuan;  Li, Haoran;  Huang, Lu;  Zhao, Yapeng;  Yue, Tianxiang
Favorite  |  View/Download:51/0  |  Submit date:2021/07/09
Soil heavy metal  Hyperspectral  Random forest model (RF)  Support vector machine (SVM)  Three-River Source Region  
Flash flood vulnerability assessment of roads in China based on support vector machine 期刊论文
Authors:  He, Yufeng;  Ma, Deying;  Xiong, Junnan;  Cheng, Weiming;  Jia, Hongliang;  Wang, Nan;  Guo, Liang;  Duan, Yu;  Liu, Jun;  Yang, Gang
Favorite  |  View/Download:13/0  |  Submit date:2021/08/19
Roads  flash flood vulnerability assessment  exposure  disaster reduction capability  support vector machine  
Deep Learning Based Sea Ice Classification with Gaofen-3 Fully Polarimetric SAR Data 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 8, 页码: 22
Authors:  Zhang, Tianyu;  Yang, Ying;  Shokr, Mohammed;  Mi, Chunlei;  Li, Xiao-Ming;  Cheng, Xiao;  Hui, Fengming
Favorite  |  View/Download:13/0  |  Submit date:2021/06/10
Gaofen-3  polarimetric data  sea ice classification  residual convolutional network  
A Hybrid VMD-SVM Model for Practical Streamflow Prediction Using an Innovative Input Selection Framework 期刊论文
Authors:  Meng, Erhao;  Huang, Shengzhi;  Huang, Qiang;  Fang, Wei;  Wang, Hao;  Leng, Guoyong;  Wang, Lu;  Liang, Hao
Favorite  |  View/Download:13/0  |  Submit date:2021/04/25
Monthly streamflow prediction  Support vector machine  Variational mode decomposition  Climate change  Decomposition  
Distinguishing Planting Structures of Different Complexity from UAV Multispectral Images 期刊论文
SENSORS, 2021, 卷号: 21, 期号: 6, 页码: 22
Authors:  Ma, Qian;  Han, Wenting;  Huang, Shenjin;  Dong, Shide;  Li, Guang;  Chen, Haipeng
Favorite  |  View/Download:7/0  |  Submit date:2021/07/09
UAV  multispectral remote sensing  farmland objects  classification  RF  SVM  
Remote sensing inversion of grassland aboveground biomass based on high accuracy surface modeling 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 121, 页码: 10
Authors:  Zhou, Wei;  Li, Haoran;  Xie, Lijuan;  Nie, Xuemin;  Wang, Zong;  Du, Zhengping;  Yue, Tianxiang
Favorite  |  View/Download:14/0  |  Submit date:2021/03/15
Aboveground biomass  High accuracy surface modelling  Random forest  Driving mechanism  Three-rivers source region