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Mapping Chinese annual gross primary productivity with eddy covariance measurements and machine learning 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 卷号: 857
作者:  Zhu, Xian-Jin;  Yu, Gui-Rui;  Chen, Zhi;  Zhang, Wei-Kang;  Han, Lang;  Wang, Qiu-Feng;  Chen, Shi-Ping;  Liu, Shao-Min;  Yan, Jun-Hua;  Zhang, Fa -Wei;  Zhao, Feng-Hua;  Li, Ying-Nian;  Zhang, Yi-Ping;  Shi, Pei -Li;  Zhu, Jiao-Jun;  Wu, Jia-Bing;  Zhao, Zhong-Hui;  Hao, Yan-Bin;  Sha, Li-Qing;  Zhang, Yu-Cui;  Jiang, Shi-Cheng;  Gu, Feng-Xue;  Wu, Zhi-Xiang;  Wang, Hui-Min;  Tan, Jun-Lei;  Zhang, Yang-Jian;  Zhou, Li;  Tang, Ya-Kun;  Jia, Bing-Rui;  Li, Yu-Qiang;  Song, Qing-Hai;  Dong, Gang;  Gao, Yan-Hong;  Jiang, Zheng-De;  Sun, Dan;  Wang, Jian-Lin;  He, Qi-Hua;  Li, Xin-Hu;  Wang, Fei;  Wei, Wen-Xue;  Deng, Zheng-Miao;  Hao, Xiang-Xiang;  Li, Yan;  Liu, Xiao-Li;  Zhang, Xi-Feng;  Zhu, Zhi-Lin
Adobe PDF(7504Kb)  |  收藏  |  浏览/下载：83/0  |  提交时间：2024/03/07
Carbon cycle  Climate change  Eddy covariance  Terrestrial ecosystem  Machine learning  Scale extension  
Quantifying the shape of urban street trees and evaluating its influence on their aesthetic functions based on mobile lidar data 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2022, 卷号: 184, 页码: 203-214
作者:  Hu, Tianyu;  Wei, Dengjie;  Su, Yanjun;  Wang, Xudong;  Zhang, Jing;  Sun, Xiliang;  Liu, Yu;  Guo, Qinghua
Adobe PDF(13276Kb)  |  收藏  |  浏览/下载：9/0  |  提交时间：2024/03/07
Mobile mapping system  Street tree  Shape  Aesthetical value  Greenness  
Neural network guided interpolation for mapping canopy height of China's forests by integrating GEDI and ICESat-2 data 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 269
作者:  Liu, Xiaoqiang;  Su, Yanjun;  Hu, Tianyu;  Yang, Qiuli;  Liu, Bingbing;  Deng, Yufei;  Tang, Hao;  Tang, Zhiyao;  Fang, Jingyun;  Guo, Qinghua
Adobe PDF(6152Kb)  |  收藏  |  浏览/下载：33/0  |  提交时间：2024/03/07
Forest canopy height  GEDI  ICESat-2 ATLAS  Lidar  Spatial interpolation  Deep neural network  
Human-Climate Coupled Changes in Vegetation Community Complexity of China Since 1980s 期刊论文
EARTHS FUTURE, 2022, 卷号: 10, 期号: 7
作者:  Su, Yanjun;  Guo, Qinghua;  Guan, Hongcan;  Hu, Tianyu;  Jin, Shichao;  Wang, Zhiheng;  Liu, Lingli;  Jiang, Lin;  Guo, Ke;  Xie, Zongqiang;  An, Shazhou;  Chen, Xuelin;  Hao, Zhanqing;  Hu, Yuanman;  Huang, Yongmei;  Jiang, Mingxi;  Li, Jiaxiang;  Li, Zhenji;  Li, Xiankun;  Li, Xiaowei;  Liang, Cunzhu;  Liu, Renlin;  Liu, Qing;  Ni, Hongwei;  Peng, Shaolin;  Shen, Zehao;  Tang, Zhiyao;  Tian, Xingjun;  Wang, Xihua;  Wang, Renqing;  Xie, Yingzhong;  Xu, Xiaoniu;  Yang, Xiaobo;  Yang, Yongchuan;  Yu, Lifei;  Yue, Ming;  Zhang, Feng;  Chen, Jun;  Ma, Keping
Adobe PDF(3646Kb)  |  收藏  |  浏览/下载：9/0  |  提交时间：2024/03/07
vegetation community complexity  human activities  climate change  vegetation map  
A novel entropy-based method to quantify forest canopy structural complexity from multiplatform lidar point clouds 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 282
作者:  Liu, Xiaoqiang;  Ma, Qin;  Wu, Xiaoyong;  Hu, Tianyu;  Liu, Zhonghua;  Liu, Lingli;  Guo, Qinghua;  Su, Yanjun
Adobe PDF(11200Kb)  |  收藏  |  浏览/下载：13/0  |  提交时间：2024/03/07
Forest canopy structural complexity  Entropy  Multiplatform lidar point clouds  Mann-Kendall test  Kernel density estimation  
Analysis of UAV lidar information loss and its influence on the estimation accuracy of structural and functional traits in a meadow steppe 期刊论文
ECOLOGICAL INDICATORS, 2022, 卷号: 135
作者:  Zhao, Xiaoxia;  Su, Yanjun;  Hu, Tianyu;  Cao, Mengqi;  Liu, Xiaoqiang;  Yang, Qiuli;  Guan, Hongcan;  Liu, Lingli;  Guo, Qinghua
Adobe PDF(9269Kb)  |  收藏  |  浏览/下载：17/0  |  提交时间：2024/03/07
UAV lidar  Information loss  TLS  Structural trait  Functional trait  
Context-Dependency in Relationships Between Herbaceous Plant Leaf Traits and Abiotic Factors 期刊论文
FRONTIERS IN PLANT SCIENCE, 2022, 卷号: 13
作者:  Zhang, Zhenchao;  Sun, Jian;  Liu, Miao;  Shang, Hua;  Wang, Jinniu;  Wang, Jinsong;  Zhou, Huakun;  Li, Yong;  Wang, Yi;  Chen, Wanjie
Adobe PDF(10993Kb)  |  收藏  |  浏览/下载：13/0  |  提交时间：2024/03/07
herbaceous plant  leaf trait  growth strategy  abiotic filtering  environmental stress  climatic region  
Spatiotemporal Pattern of Ecosystem Respiration in China Estimated by Integration of Machine Learning With Ecological Understanding 期刊论文
GLOBAL BIOGEOCHEMICAL CYCLES, 2022, 卷号: 36, 期号: 11
作者:  Han, Lang;  Yu, Gui-Rui;  Chen, Zhi;  Zhu, Xian-Jin;  Zhang, Wei-Kang;  Wang, Tie-Jun;  Xu, Li;  Chen, Shi-Ping;  Liu, Shao-Min;  Wang, Hui-Min;  Yan, Jun-Hua;  Tan, Jun-Lei;  Zhang, Fa-Wei;  Zhao, Feng-Hua;  Li, Ying-Nian;  Zhang, Yi-Ping;  Sha, Li-Qing;  Song, Qing-Hai;  Shi, Pei-Li;  Zhu, Jiao-Jun;  Wu, Jia-Bing;  Zhao, Zhong-Hui;  Hao, Yan-Bin;  Ji, Xi-Bin;  Zhao, Liang;  Zhang, Yu-Cui;  Jiang, Shi-Cheng;  Gu, Feng-Xue;  Wu, Zhi-Xiang;  Zhang, Yang-Jian;  Li, Zhou;  Tang, Ya-Kun;  Jia, Bing-Rui;  Dong, Gang;  Gao, Yan-Hong;  Jiang, Zheng-De;  Sun, Dan;  Wang, Jian-Lin;  He, Qi-Hua;  Li, Xin-Hu;  Wang, Fei;  Wei, Wen-Xue;  Deng, Zheng-Miao;  Hao, Xiang-Xiang;  Liu, Xiao-Li;  Zhang, Xi-Feng;  Mo, Xing-Guo;  He, Yong-Tao;  Liu, Xin-Wei;  Du, Hu;  Zhu, Zhi-Lin
Adobe PDF(2863Kb)  |  收藏  |  浏览/下载：12/0  |  提交时间：2024/03/07
ecosystem respiration  eddy covariance  terrestrial ecosystem  machine learning  substrate  scale extension  
Allometry-based estimation of forest aboveground biomass combining LiDAR canopy height attributes and optical spectral indexes 期刊论文
FOREST ECOSYSTEMS, 2022, 卷号: 9
作者:  Yang, Qiuli;  Su, Yanjun;  Hu, Tianyu;  Jin, Shichao;  Liu, Xiaoqiang;  Niu, Chunyue;  Liu, Zhonghua;  Kelly, Maggi;  Wei, Jianxin;  Guo, Qinghua
Adobe PDF(4150Kb)  |  收藏  |  浏览/下载：13/0  |  提交时间：2024/03/07
Forest aboveground biomass  Drone LiDAR  Allometric relationship  Power law  Tree height  Vegetation index  
The loss of plant species diversity dominated by temperature promotes local productivity in the steppe of eastern Inner Mongolia 期刊论文
ECOLOGICAL INDICATORS, 2022, 卷号: 139
作者:  Mi, Jia;  Ou, Jun;  Liu, Hua;  Shi, Jing;  Chen, Dima;  Bai, Yongfei
Adobe PDF(3952Kb)  |  收藏  |  浏览/下载：11/0  |  提交时间：2024/03/07
Inner Mongolia steppe  Plant species diversity  Grassland productivity  Structural equation modelling