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Hyperspectral Image Classification Based on Sparse Superpixel Graph 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 18, 页码: 18
Authors:  Zhao, Yifei;  Yan, Fengqin
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hyperspectral image  sparse superpixel graph  spectral-spatial classification  discrete potential  big data  
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  
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  
The Potential of Mapping Grassland Plant Diversity with the Links among Spectral Diversity, Functional Trait Diversity, and Species Diversity 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 15, 页码: 18
Authors:  Zhao, Yujin;  Sun, Yihan;  Chen, Wenhe;  Zhao, Yanping;  Liu, Xiaoliang;  Bai, Yongfei
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grassland  biodiversity  remote sensing  functional trait  spectral diversity  imaging spectroscopy  
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  
Retrieving Sun-Induced Chlorophyll Fluorescence from Hyperspectral Data with TanSat Satellite 期刊论文
SENSORS, 2021, 卷号: 21, 期号: 14, 页码: 13
Authors:  Li, Shilei;  Gao, Maofang;  Li, Zhao-Liang
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singular value decomposition (SVD)  solar-induced chlorophyll fluorescence (SIF)  TanSat satellite  Bayesian Information Criterion (BIC)  
Optimization of multi-source UAV RS agro-monitoring schemes designed for field-scale crop phenotyping 期刊论文
PRECISION AGRICULTURE, 2021, 页码: 35
Authors:  Zhu, Wanxue;  Sun, Zhigang;  Huang, Yaohuan;  Yang, Ting;  Li, Jing;  Zhu, Kangying;  Zhang, Junqiang;  Yang, Bin;  Shao, Changxiu;  Peng, Jinbang;  Li, Shiji;  Hu, Hualang;  Liao, Xiaohan
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Unmanned aerial vehicle (UAV)  Multispectral  Hyperspectral  Thermal  LiDAR  Phenotyping  
Relating Hyperspectral Vegetation Indices with Soil Salinity at Different Depths for the Diagnosis of Winter Wheat Salt Stress 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 2, 页码: 21
Authors:  Zhu, Kangying;  Sun, Zhigang;  Zhao, Fenghua;  Yang, Ting;  Tian, Zhenrong;  Lai, Jianbin;  Zhu, Wanxue;  Long, Buju
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hyperspectral remote sensing  soil salinity  brackish water irrigation  spectral vegetation index  winter wheat  
Hyperspectral Image Classification Using a Hybrid 3D-2D Convolutional Neural Networks 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 7570-7588
Authors:  Ghaderizadeh, Saeed;  Abbasi-Moghadam, Dariush;  Sharifi, Alireza;  Zhao, Na;  Tariq, Aqil
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Feature extraction  Three-dimensional displays  Convolution  Solid modeling  Hyperspectral imaging  Kernel  Convolutional neural networks  Convolutional neural network (CNN)  deep learning  hyperspectral image (HSI) classification  spectral-spatial features  
Estimation of the Grassland Aboveground Biomass of the Inner Mongolia Plateau Using the Simulated Spectra of Sentinel-2 Images 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 24, 页码: 22
Authors:  Pang, Haiyang;  Zhang, Aiwu;  Kang, Xiaoyan;  He, Nianpeng;  Dong, Gang
Favorite  |  View/Download:9/0  |  Submit date:2021/03/15
aboveground biomass  multispectrum  hyperspectral  Sentinel-2  the simulated spectrum  estimation