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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
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021, 卷号: 176, 页码: 182-195
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
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:8/0  |  Submit date:2021/08/19
Roads  flash flood vulnerability assessment  exposure  disaster reduction capability  support vector machine