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An Impartial Semi-Supervised Learning Strategy for Imbalanced Classification on VHR Images 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 22
作者:  Sun, Fei;  Fang, Fang;  Wang, Run;  Wan, Bo;  Guo, Qinghua;  Li, Hong;  Wu, Xincai
Adobe PDF(5707Kb)  |  收藏  |  浏览/下载:97/0  |  提交时间:2022/03/01
image classification  class imbalance  impartial semi-supervised learning strategy (ISS)  extreme gradient boosting (XGB)  very-high-resolution (VHR)  
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:105/0  |  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  
A Framework for Land Use Scenes Classification Based on Landscape Photos 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 卷号: 13, 页码: 6124-6141
作者:  Xu, Shiwu;  Zhang, Shihui;  Zeng, Jue;  Li, Tingyu;  Guo, Qinghua;  Jin, Shichao
Adobe PDF(6559Kb)  |  收藏  |  浏览/下载:89/0  |  提交时间:2022/03/01
Semantics  Remote sensing  Image analysis  Image segmentation  Object recognition  Machine learning  Forestry  Deep convolutional neural networks (DCNNs)  landscape photos  land survey  land use scene classification  
Leaf to panicle ratio (LPR): a new physiological trait indicative of source and sink relation in japonica rice based on deep learning 期刊论文
PLANT METHODS, 2020, 卷号: 16, 期号: 1
作者:  Yang, Zongfeng;  Gao, Shang;  Xiao, Feng;  Li, Ganghua;  Ding, Yangfeng;  Guo, Qinghua;  Paul, Matthew J.;  Liu, Zhenghui
Adobe PDF(4429Kb)  |  收藏  |  浏览/下载:90/0  |  提交时间:2022/03/01
Plant phenotyping  Leaf and panicle detection  Deep learning  Physiological trait  Leaf to panicle ratio (LPR)  Japonica rice  
Non-destructive estimation of field maize biomass using terrestrial lidar: an evaluation from plot level to individual leaf level 期刊论文
PLANT METHODS, 2020, 卷号: 16, 期号: 1
作者:  Jin, Shichao;  Su, Yanjun;  Song, Shilin;  Xu, Kexin;  Hu, Tianyu;  Yang, Qiuli;  Wu, Fangfang;  Xu, Guangcai;  Ma, Qin;  Guan, Hongcan;  Pang, Shuxin;  Li, Yumei;  Guo, Qinghua
Adobe PDF(4774Kb)  |  收藏  |  浏览/下载:88/0  |  提交时间:2022/03/01
Biomass  Phenotype  Machine learning  Terrestrial lidar  Precision agriculture  
Knockout of VvCCD8 gene in grapevine affects shoot branching 期刊论文
BMC PLANT BIOLOGY, 2020, 卷号: 20, 期号: 1
作者:  Ren, Chong;  Guo, Yuchen;  Kong, Junhua;  Lecourieux, Fatma;  Dai, Zhanwu;  Li, Shaohua;  Liang, Zhenchang
Adobe PDF(1253Kb)  |  收藏  |  浏览/下载:93/0  |  提交时间:2022/03/01
CRISPR  Cas9  CCD8  Mutant  Shoot branching  Strigolactone  
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:88/0  |  提交时间:2022/03/01
Terrestrial laser scanning  Registration  Marker-free  Forest  
Actin Is Required for Cellular Development and Virulence of Botrytis cinerea via the Mediation of Secretory Proteins 期刊论文
MSYSTEMS, 2020, 卷号: 5, 期号: 1
作者:  Li, Hua;  Zhang, Zhanquan;  Qin, Guozheng;  He, Chang;  Li, Boqiang;  Tian, Shiping
Adobe PDF(3819Kb)  |  收藏  |  浏览/下载:103/0  |  提交时间:2022/03/01
actin  Botrytis cinerea  pathogenesis  secretome  
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:81/0  |  提交时间:2022/03/01
crown architecture  terrestrial laser scanning  climate variations  coordination  
Leaf size of woody dicots predicts ecosystem primary productivity 期刊论文
ECOLOGY LETTERS, 2020, 卷号: 23, 期号: 6, 页码: 1003-1013
作者:  Li, Yaoqi;  Reich, Peter B.;  Schmid, Bernhard;  Shrestha, Nawal;  Feng, Xiao;  Lyu, Tong;  Maitner, Brian S.;  Xu, Xiaoting;  Li, Yichao;  Zou, Dongting;  Tan, Zheng-Hong;  Su, Xiangyan;  Tang, Zhiyao;  Guo, Qinghua;  Feng, Xiaojuan;  Enquist, Brian J.;  Wang, Zhiheng
Adobe PDF(1526Kb)  |  收藏  |  浏览/下载:116/0  |  提交时间:2022/03/01
Annual evapotranspiration  China  community mean leaf size  large-scale eco-evolutionary patterns  leaf area index  North America  palaeo-primary productivity  plant functional traits