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A novel Landsat-based automated mapping of marsh wetland in the headwaters of the Brahmaputra, Ganges and Indus Rivers, southwestern Tibetan Plateau 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 16
Authors:  Liu, Qionghuan;  Zhang, Yili;  Liu, Linshan;  Wang, Zhaofeng;  Nie, Yong;  Rai, Mohan
Favorite  |  View/Download:11/0  |  Submit date:2021/11/05
Wetland mapping  Random forest  Feature optimization  Google Earth Engine  Tibetan Plateau  
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
Favorite  |  View/Download:43/0  |  Submit date:2021/06/10
Unmanned aerial vehicle (UAV)  Multispectral  Hyperspectral  Thermal  LiDAR  Phenotyping  
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
Favorite  |  View/Download:3/0  |  Submit date:2021/11/05
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  
Wild animal survey using UAS imagery and deep learning: modified Faster R-CNN for kiang detection in Tibetan Plateau 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 卷号: 169, 页码: 364-376
Authors:  Peng, Jinbang;  Wang, Dongliang;  Liao, Xiaohan;  Shao, Quanqin;  Sun, Zhigang;  Yue, Huanyin;  Ye, Huping
Favorite  |  View/Download:42/0  |  Submit date:2021/03/16
Wild animal survey  Deep learning  Object detection  Unmanned aircraft systems (UAS)  
Estimation of volumetric surface soil moisture content using microwave-calibrated soil evaporative efficiency information 期刊论文
REMOTE SENSING LETTERS, 2020, 卷号: 11, 期号: 10, 页码: 923-932
Authors:  Xiu, Hongling;  Zhu, Wenbin;  Yang, Fengyun;  Wei, Jiaxing;  Wang, Feng
Favorite  |  View/Download:14/0  |  Submit date:2021/03/18
An observation-driven optimization method for continuous estimation of soil moisture over large heterogeneous areas 期刊论文
REMOTE SENSING LETTERS, 2020, 卷号: 11, 期号: 6, 页码: 505-514
Authors:  Zhu, Wenbin;  Xiu, Hongling;  Wei, Jiaxing
Favorite  |  View/Download:44/0  |  Submit date:2020/05/19
Effects of land use cover change on carbon emissions and ecosystem services in Chengyu urban agglomeration, China 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2020, 页码: 19
Authors:  Chen, Yizhong;  Lu, Hongwei;  Li, Jing;  Xia, Jun
Favorite  |  View/Download:3/0  |  Submit date:2021/03/23
Land use  cover change  Carbon emissions  Ecosystem survives  Shale gas  Green development  
Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 180, 页码: 116-132
Authors:  Cheng, Shifen;  Lu, Feng;  Peng, Peng;  Wu, Sheng
Favorite  |  View/Download:48/0  |  Submit date:2019/09/24
Multi-view learning  Multi-task learning  Particle swarm optimization  Spatiotemporal dependency  Spatiotemporal heterogeneity  Task relationship learning  
Remote Sensing-Guided Sampling Design with Both Good Spatial Coverage and Feature Space Coverage for Accurate Farm Field-Level Soil Mapping 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 16, 页码: 18
Authors:  Wang, Yongji;  Jiang, Lili;  Qi, Qingwen;  Liu, Ying;  Wang, Jun
Favorite  |  View/Download:19/0  |  Submit date:2020/03/23
soil sampling  spatial coverage  feature coverage  farm field-level soil mapping  super-grid  limited sample size  
Accurate facade feature extraction method for buildings from three-dimensional point cloud data considering structural information 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2018, 卷号: 139, 页码: 146-153
Authors:  Wang, Yongzhi;  Ma, Yuqing;  Zhu, A-xing;  Zhao, Hui;  Liao, Lixia
Favorite  |  View/Download:22/0  |  Submit date:2019/05/23
Three-dimensional point cloud data  Two-dimensional optical images  Structural information  Facade features  Three-dimensional building modeling