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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：69/0  |  提交时间：2024/03/07
Carbon cycle  Climate change  Eddy covariance  Terrestrial ecosystem  Machine learning  Scale extension  
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  
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  
Terrestrial laser scanning-derived canopy interception index for predicting rainfall interception 期刊论文
ECOHYDROLOGY, 2020, 卷号: 13, 期号: 5
作者:  Yu, Yue;  Gao, Tian;  Zhu, Jiaojun;  Wei, Xiaohua;  Guo, Qinghua;  Su, Yanjun;  Li, Yumei;  Deng, Songqiu;  Li, Mingcai
Adobe PDF(8063Kb)  |  收藏  |  浏览/下载：94/0  |  提交时间：2022/03/01
canopy interception index  dimensionless descriptor  rainfall interception  temperate forests  terrestrial laser scanning  
One-class remote sensing classification: one-class vs. binary classifiers 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2018, 卷号: 39, 期号: 6, 页码: 1890-1910
作者:  Deng, Xueqing;  Li, Wenkai;  Liu, Xiaoping;  Guo, Qinghua;  Newsam, Shawn
Adobe PDF(7030Kb)  |  收藏  |  浏览/下载：74/0  |  提交时间：2022/02/25
China's response to a national land-system sustainability emergency 期刊论文
NATURE, 2018, 卷号: 559, 期号: 7713, 页码: 193-204
作者:  Bryan, Brett A.;  Gao, Lei;  Ye, Yanqiong;  Sun, Xiufeng;  Connor, Jeffery D.;  Crossman, Neville D.;  Stafford-Smith, Mark;  Wu, Jianguo;  He, Chunyang;  Yu, Deyong;  Liu, Zhifeng;  Li, Ang;  Huang, Qingxu;  Ren, Hai;  Deng, Xiangzheng;  Zheng, Hua;  Niu, Jianming;  Han, Guodong;  Hou, Xiangyang
Adobe PDF(1744Kb)  |  收藏  |  浏览/下载：439/0  |  提交时间：2022/02/25
Quantifying forest net primary production: combining eddy flux, inventory and metabolic theory 期刊论文
IFOREST-BIOGEOSCIENCES AND FORESTRY, 2017, 卷号: 10, 页码: 475-482
作者:  Tan, Zheng-Hong;  Hughes, Alice;  Sato, Tamotsu;  Zhang, Yi-Ping;  Han, Shi-Jie;  Kosugi, Yoshiko;  Goulden, Michael;  Deng, Xiao-Bao;  Cao, Min;  Hao, Zhan-Qing;  Hu, Yue-Hua;  Yu, Gui-Rui;  Ma, Ke-Ping
Adobe PDF(804Kb)  |  收藏  |  浏览/下载：87/0  |  提交时间：2022/03/28
Carbon Use Efficiency  Metabolic Theory of Ecology  Autotrophic Respiration  Biomass  Eddy Covariance