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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:24/0  |  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
GEOCARTO INTERNATIONAL, 2021, 页码: 24
Authors:  He, Yufeng;  Ma, Deying;  Xiong, Junnan;  Cheng, Weiming;  Jia, Hongliang;  Wang, Nan;  Guo, Liang;  Duan, Yu;  Liu, Jun;  Yang, Gang
Favorite  |  View/Download:3/0  |  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:6/0  |  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
WATER RESOURCES MANAGEMENT, 2021, 页码: 17
Authors:  Meng, Erhao;  Huang, Shengzhi;  Huang, Qiang;  Fang, Wei;  Wang, Hao;  Leng, Guoyong;  Wang, Lu;  Liang, Hao
Favorite  |  View/Download:6/0  |  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:3/0  |  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:8/0  |  Submit date:2021/03/15
Aboveground biomass  High accuracy surface modelling  Random forest  Driving mechanism  Three-rivers source region  
Analysis of prediction algorithm for forest land spatial evolution trend in rural planning 期刊论文
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2021, 页码: 9
Authors:  Jiang, Xiujuan;  Zhang, Nan;  Huang, Jinchuan;  Zhang, Ping;  Liu, Hui
Favorite  |  View/Download:7/0  |  Submit date:2021/03/15
Rural planning  Forest  Evolve  Data mining  Support vector machine  
Integrated phenology and climate in rice yields prediction using machine learning methods 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 120, 页码: 11
Authors:  Guo, Yahui;  Fu, Yongshuo;  Hao, Fanghua;  Zhang, Xuan;  Wu, Wenxiang;  Jin, Xiuliang;  Bryant, Christopher Robin;  Senthilnath, J.
Favorite  |  View/Download:12/0  |  Submit date:2021/03/15
Early mature rice  Machine learning (ML) methods  Multiple linear regression (MLR)  Rice yield prediction  Phenology  
Explicitly Identifying the Desertification Change in CMREC Area Based on Multisource Remote Data 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 19, 页码: 19
Authors:  Fan, Zemeng;  Li, Saibo;  Fang, Haiyan
Favorite  |  View/Download:6/0  |  Submit date:2021/03/16
change pattern of desertification  spatial-temporal analysis  climate change  human activities  Google Earth Engine  
Development of spectral-phenological features for deep learning to understand Spartina alterniflora invasion 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 242, 页码: 15
Authors:  Tian, Jinyan;  Wang, Le;  Yin, Dameng;  Li, Xiaojuan;  Diao, Chunyuan;  Gong, Huili;  Shi, Chen;  Menenti, Massimo;  Ge, Yong;  Nie, Sheng;  Ou, Yang;  Song, Xiaonan;  Liu, Xiaomeng
Favorite  |  View/Download:37/0  |  Submit date:2020/05/19
Cloudy coastal zone  Invasive species  Phenology  Google earth engine  Remote sensing big data  Deep learning