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Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
Authors:  Yin, Lichang;  Tao, Fulu;  Chen, Yi;  Liu, Fengshan;  Hu, Jian
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Evapotranspiration  Machine learning  process-based ET  ET integration  China  Gaussian process regression  
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
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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
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hyperspectral remote sensing  water extraction  spectral analysis  
Downscaling of ESA CCI soil moisture in Taihu Lake Basin: are wetness conditions and non-linearity important? 期刊论文
JOURNAL OF WATER AND CLIMATE CHANGE, 2021, 卷号: 12, 期号: 5, 页码: 1564-1579
Authors:  Liu, Ya;  Zhu, Qing;  Liao, Kaihua;  Lai, Xiaoming;  Wang, Junbang
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remote sensing  soil hydrology  soil moisture  Taihu Lake Basin  watershed  
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
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remote sensing  image classification  SVM (Support Vector Machine)  knowledge graph  object-based image analysis  fuzzy classification  graph theory  
Cloud Detection Algorithm for Multi-Satellite Remote Sensing Imagery Based on a Spectral Library and 1D Convolutional Neural Network 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 16, 页码: 20
Authors:  Ma, Nan;  Sun, Lin;  Zhou, Chenghu;  He, Yawen
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ASTER spectral library  hyperspectral data  1D convolutional neural network  cloud detection  data simulation  multi-satellite remote sensing images  
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
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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
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Soil heavy metal  Hyperspectral  Random forest model (RF)  Support vector machine (SVM)  Three-River Source Region  
Statistical estimation of next-day nighttime surface urban heat islands 期刊论文
Authors:  Lai, Jiameng;  Zhan, Wenfeng;  Quan, Jinling;  Bechtel, Benjamin;  Wang, Kaicun;  Zhou, Ji;  Huang, Fan;  Chakraborty, Tirthankar;  Liu, Zihan;  Lee, Xuhui
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Surface urban heat island  Thermal remote sensing  Land surface temperature  MODIS  Support vector regression  
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