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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：144/0  |  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：122/0  |  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  
Interactive effects of air pollutants and atmospheric moisture stress on aspen growth and photosynthesis along an urban-rural gradient 期刊论文
ENVIRONMENTAL POLLUTION, 2020, 卷号: 260
作者:  Wang, Zhenhua;  Wang, Chengzhang;  Wang, Bin;  Wang, Xin;  Li, Jing;  Wu, Jin;  Liu, Lingli
Adobe PDF(3031Kb)  |  收藏  |  浏览/下载：115/0  |  提交时间：2022/03/01
Stem growth  Ozone  Nitrogen deposition  Aerosol  VPD  
A marker-free method for registering multi-scan terrestrial laser scanning data in forest environments 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 卷号: 166, 页码: 82-94
作者:  Guan, Hongcan;  Su, Yanjun;  Sun, Xiliang;  Xu, Guangcai;  Li, Wenkai;  Ma, Qin;  Wu, Xiaoyong;  Wu, Jin;  Liu, Lingli;  Guo, Qinghua
Adobe PDF(11275Kb)  |  收藏  |  浏览/下载：104/0  |  提交时间：2022/03/01
Terrestrial laser scanning  Registration  Marker-free  Forest  
Large-Scale Geographical Variations and Climatic Controls on Crown Architecture Traits 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2020, 卷号: 125, 期号: 2
作者:  Su, Yanjun;  Hu, Tianyu;  Wang, Yongcai;  Li, Yumei;  Dai, Jingyu;  Liu, Hongyan;  Jin, Shichao;  Ma, Qin;  Wu, Jin;  Liu, Lingli;  Fang, Jingyun;  Guo, Qinghua
Adobe PDF(35082Kb)  |  收藏  |  浏览/下载：96/0  |  提交时间：2022/03/01
crown architecture  terrestrial laser scanning  climate variations  coordination  
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：117/0  |  提交时间：2022/03/01
Ecological resources  Deep learning  Neural network  Big data  Theory and tools  Application and challenge  
Links between microbial biomass and necromass components in the top- and subsoils of temperate grasslands along an aridity gradient 期刊论文
GEODERMA, 2020, 卷号: 379
作者:  Zhang, Xinying;  Dai, Guohua;  Ma, Tian;  Liu, Nana;  Hu, Huifeng;  Ma, Wenhong;  Zhang, Jin-Bo;  Wang, Zhiheng;  Peterse, Francien;  Feng, Xiaojuan
Adobe PDF(1797Kb)  |  收藏  |  浏览/下载：131/0  |  提交时间：2022/03/01
Microbial carbon  GDGTs  PLFAs  Amino sugars  Necromass  
Biological indicators affected by land use change, soil resource availability and seasonality in dry tropics 期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 115
作者:  Singh, Ashutosh Kumar;  Jiang, Xiao-Jin;  Yang, Bin;  Wu, Junen;  Rai, Apurva;  Chen, Chunfeng;  Ahirwal, Jitendra;  Wang, Pingyuan;  Liu, Wenjie;  Singh, Nandita
Adobe PDF(2610Kb)  |  收藏  |  浏览/下载：95/0  |  提交时间：2022/03/01
Deforestation  Soil organic carbon  Hydrolytic enzymes  Oxidative enzymes  Tropical dry forest  Microbial activity  Microbial biomass carbon  
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：111/0  |  提交时间：2022/03/01
Aboveground biomass (AGB)  Degraded grassland  Machine learning  Northern agro-pastoral ecotone  Terrestrial laser scanning (TLS)  
Alpine grassland plants grow earlier and faster but biomass remains unchanged over 35 years of climate change 期刊论文
ECOLOGY LETTERS, 2020, 卷号: 23, 期号: 4, 页码: 701-710
作者:  Wang, Hao;  Liu, Huiying;  Cao, Guangmin;  Ma, Zhiyuan;  Li, Yikang;  Zhang, Fawei;  Zhao, Xia;  Zhao, Xinquan;  Jiang, Lin;  Sanders, Nathan J.;  Classen, Aimee T.;  He, Jin-Sheng
Adobe PDF(631Kb)  |  收藏  |  浏览/下载：120/0  |  提交时间：2022/03/01
alpine grassland  biomass production  climate warming  ecosystem function  functional group composition  phenology  plant growth  the Tibetan Plateau