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Separating the Structural Components of Maize for Field Phenotyping Using Terrestrial LiDAR Data and Deep Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 4, 页码: 2644-2658
作者:  Jin, Shichao;  Su, Yanjun;  Gao, Shang;  Wu, Fangfang;  Ma, Qin;  Xu, Kexin;  Hu, Tianyu;  Liu, Jin;  Pang, Shuxin;  Guan, Hongcan;  Zhang, Jing;  Guo, Qinghua
Adobe PDF(14928Kb)  |  收藏  |  浏览/下载：131/0  |  提交时间：2022/03/01
Classification  deep learning  LiDAR  phenotype  segmentation  structural components  
A Novel Framework to Automatically Fuse Multiplatform LiDAR Data in Forest Environments Based on Tree Locations 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 3, 页码: 2165-2177
作者:  Guan, Hongcan;  Su, Yanjun;  Hu, Tianyu;  Wang, Rui;  Ma, Qin;  Yang, Qiuli;  Sun, Xiliang;  Li, Yumei;  Jin, Shichao;  Zhang, Jing;  Liu, Min;  Wu, Fayun;  Guo, Qinghua
Adobe PDF(12335Kb)  |  收藏  |  浏览/下载：107/0  |  提交时间：2022/03/01
Vegetation  Laser radar  Forestry  Tin  Three-dimensional displays  Unmanned aerial vehicles  Registers  Forest  multiplatform light detection and ranging (LiDAR)  registration  tree location  
Response of soil extracellular enzyme activity to experimental precipitation in a shrub-encroached grassland in Inner Mongolia 期刊论文
GLOBAL ECOLOGY AND CONSERVATION, 2020, 卷号: 23
作者:  Akinyemi, Damilare Stephen;  Zhu, Yankun;  Zhao, Mengying;  Zhang, Pujin;  Shen, Haihua;  Fang, Jingyun
Adobe PDF(1845Kb)  |  收藏  |  浏览/下载：107/0  |  提交时间：2022/03/01
Altered precipitation  Climate change  Extracellular enzyme  Shrub encroachment  Soil  
The driving factors of mercury storage in the Tibetan grassland soils underlain by permafrost 期刊论文
ENVIRONMENTAL POLLUTION, 2020, 卷号: 265
作者:  Gu, Jing;  Pang, Qiaotong;  Ding, Jinzhi;  Yin, Runsheng;  Yang, Yuanhe;  Zhang, Yanxu
Adobe PDF(2387Kb)  |  收藏  |  浏览/下载：97/0  |  提交时间：2022/03/01
Soil mercury  Grassland  Tibetan Plateau  Soil organic carbon  Atmospheric deposition  
Changes in China's lakes: climate and human impacts 期刊论文
NATIONAL SCIENCE REVIEW, 2020, 卷号: 7, 期号: 1, 页码: 132-140
作者:  Tao, Shengli;  Fang, Jingyun;  Ma, Suhui;  Cai, Qiong;  Xiong, Xinyu;  Tian, Di;  Zhao, Xia;  Fang, Leqi;  Zhang, Heng;  Zhu, Jiangling;  Zhao, Shuqing
Adobe PDF(1568Kb)  |  收藏  |  浏览/下载：98/0  |  提交时间：2022/03/01
inland water  sustainability  population  Landsat  
Progressive nitrogen limitation across the Tibetan alpine permafrost region 期刊论文
NATURE COMMUNICATIONS, 2020, 卷号: 11, 期号: 1
作者:  Kou, Dan;  Yang, Guibiao;  Li, Fei;  Feng, Xuehui;  Zhang, Dianye;  Mao, Chao;  Zhang, Qiwen;  Peng, Yunfeng;  Ji, Chengjun;  Zhu, Qiuan;  Fang, Yunting;  Liu, Xueyan;  Xu-Ri;  Li, Siqi;  Deng, Jia;  Zheng, Xunhua;  Fang, Jingyun;  Yang, Yuanhe
Adobe PDF(1289Kb)  |  收藏  |  浏览/下载：207/0  |  提交时间：2022/03/01
Changes in China's water resources in the early 21st century 期刊论文
FRONTIERS IN ECOLOGY AND THE ENVIRONMENT, 2020, 卷号: 18, 期号: 4, 页码: 188-192
作者:  Tao, Shengli;  Zhang, Heng;  Feng, Yuhao;  Zhu, Jiangling;  Cai, Qiong;  Xiong, Xinyu;  Ma, Suhui;  Fang, Leqi;  Fang, Wenjing;  Tian, Di;  Zhao, Xia;  Fang, Jingyun
Adobe PDF(2697Kb)  |  收藏  |  浏览/下载：90/0  |  提交时间：2022/03/01
Application of deep learning in ecological resource research: Theories, methods, and challenges 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2020, 卷号: 63, 期号: 10, 页码: 1457-1474
作者:  Guo, Qinghua;  Jin, Shichao;  Li, Min;  Yang, Qiuli;  Xu, Kexin;  Ju, Yuanzhen;  Zhang, Jing;  Xuan, Jing;  Liu, Jin;  Su, Yanjun;  Xu, Qiang;  Liu, Yu
Adobe PDF(4690Kb)  |  收藏  |  浏览/下载：105/0  |  提交时间：2022/03/01
Ecological resources  Deep learning  Neural network  Big data  Theory and tools  Application and challenge  
Estimation of degraded grassland aboveground biomass using machine learning methods from terrestrial laser scanning data 期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 108
作者:  Xu, Kexin;  Su, Yanjun;  Liu, Jin;  Hu, Tianyu;  Jin, Shichao;  Ma, Qin;  Zhai, Qiuping;  Wang, Rui;  Zhang, Jing;  Li, Yumei;  Liu, Hon An;  Guo, Qinghua
Adobe PDF(4794Kb)  |  收藏  |  浏览/下载：95/0  |  提交时间：2022/03/01
Aboveground biomass (AGB)  Degraded grassland  Machine learning  Northern agro-pastoral ecotone  Terrestrial laser scanning (TLS)  
Retrieval of tree branch architecture attributes from terrestrial laser scan data using a Laplacian algorithm 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2020, 卷号: 284
作者:  Li, Yumei;  Su, Yanjun;  Zhao, Xiaoxia;  Yang, Mohan;  Hu, Tianyu;  Zhang, Jing;  Liu, Jin;  Liu, Min;  Guo, Qinghua
Adobe PDF(4327Kb)  |  收藏  |  浏览/下载：106/0  |  提交时间：2022/03/01
Trunk architecture  Laplacian algorithm  Dijkstra algorithm  Terrestrial laser scan data  Simulated data