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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:14/0  |  Submit date:2021/06/10
Unmanned aerial vehicle (UAV)  Multispectral  Hyperspectral  Thermal  LiDAR  Phenotyping  
Estimating leaf chlorophyll content of crops via optimal unmanned aerial vehicle hyperspectral data at multi-scales 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 卷号: 178, 页码: 16
Authors:  Zhu, Wanxue;  Sun, Zhigang;  Yang, Ting;  Li, Jing;  Peng, Jinbang;  Zhu, Kangying;  Li, Shiji;  Gong, Huarui;  Lyu, Yun;  Li, Binbin;  Liao, Xiaohan
Favorite  |  View/Download:14/0  |  Submit date:2021/03/15
Unmanned aerial vehicle (UAV)  Hyperspectral  Chlorophyll  Machine learning  Precision agriculture  
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:16/0  |  Submit date:2021/03/16
Wild animal survey  Deep learning  Object detection  Unmanned aircraft systems (UAS)  
Estimating Maize Above-Ground Biomass Using 3D Point Clouds of Multi-Source Unmanned Aerial Vehicle Data at Multi-Spatial Scales 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 22, 页码: 22
Authors:  Zhu, Wanxue;  Sun, Zhigang;  Peng, Jinbang;  Huang, Yaohuan;  Li, Jing;  Zhang, Junqiang;  Yang, Bin;  Liao, Xiaohan
Favorite  |  View/Download:10/0  |  Submit date:2020/05/19
unmanned aerial vehicle  above-ground biomass  LiDAR  crop height  machine learning  multispectral data  SfM point clouds