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The Unmanned Aerial Vehicle (UAV)-Based Hyperspectral Classification of Desert Grassland Plants in Inner Mongolia, China 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2023, 卷号: 13, 期号: 22
作者:  Wang, Shengli;  Bi, Yuge;  Du, Jianmin;  Zhang, Tao;  Gao, Xinchao;  Jin, Erdmt
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
desert grassland  UAV  hyperspectral remote sensing  lightweight network  species classification  
Research on deep learning method recognition and a classification model of grassland grass species based on unmanned aerial vehicle hyperspectral remote sensing 期刊论文
发表期刊: GRASSLAND SCIENCE. 出版年: 2023, 卷号: 69, 期号: 1, 页码: 3-11
作者:  Zhu, Xiangbing;  Bi, Yuge;  Du, Jianmin;  Gao, Xinchao;  Zhang, Tao;  Pi, Weiqiang;  Zhang, Yanbin;  Wang, Yuan;  Zhang, Haijun
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
grassland desertification  hyperspectral image  object identification  UAV  
Deep Learning Classification of Grassland Desertification in China via Low-Altitude UAV Hyperspectral Remote Sensing 期刊论文
发表期刊: SPECTROSCOPY. 出版年: 2022, 卷号: 37, 期号: 1, 页码: 28-35
作者:  Zhang, Yanbin;  Du, Jianmin;  Pi, Weiqiang;  Gao, Xinchao;  Wang, Yuan
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/20
3D-CNN based UAV hyperspectral imagery for grassland degradation indicator ground object classification research 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2021, 卷号: 62
作者:  Pi, Weiqiang;  Du, Jianmin;  Bi, Yuge;  Gao, Xinchao;  Zhu, Xiangbing
收藏  |  浏览/下载：32/0  |  提交时间：2021/07/30
3D convolutional neural networks  Degraded grasslands  Plant population classification  UAV hyperspectral remote sensing