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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：144/0  |  提交时间：2024/03/07
Carbon cycle  Climate change  Eddy covariance  Terrestrial ecosystem  Machine learning  Scale extension  
Dynamic biotic controls of leaf thermoregulation across the diel timescale 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2022, 卷号: 315
作者:  Guo, Zhengfei;  Yan, Zhengbing;  Majcher, Bartosz Marek;  Lee, Calvin K. F.;  Zhao, Yingyi;  Song, Guangqin;  Wang, Bin;  Wang, Xin;  Deng, Yun;  Michaletz, Sean T.;  Ryu, Youngryel;  Ashton, Louise Amy;  Lam, Hon-Ming;  Wong, Man Sing;  Liu, Lingli;  Wu, Jin
Adobe PDF(4761Kb)  |  收藏  |  浏览/下载：14/0  |  提交时间：2024/03/07
Leaf-to-air temperature difference  Plant functional traits  Leaf energy balance  Coupled photosynthesis-stomatal conductance  model  Trait-based modeling  Global sensitivity analysis  
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：25/0  |  提交时间：2024/03/07
ecosystem respiration  eddy covariance  terrestrial ecosystem  machine learning  substrate  scale extension  
Lidar sheds new light on plant phenomics for plant breeding and management: Recent advances and future prospects 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021, 卷号: 171, 页码: 202-223
作者:  Jin, Shichao;  Sun, Xiliang;  Wu, Fangfang;  Su, Yanjun;  Li, Yumei;  Song, Shiling;  Xu, Kexin;  Ma, Qin;  Baret, Frederic;  Jiang, Dong;  Ding, Yanfeng;  Guo, Qinghua
Adobe PDF(12177Kb)  |  收藏  |  浏览/下载：79/0  |  提交时间：2023/02/24
Lidar  Traits  Phenomics  Breeding  Management  Multi-omits  
Monitoring tree-crown scale autumn leaf phenology in a temperate forest with an integration of PlanetScope and drone remote sensing observations 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021, 卷号: 171, 页码: 36-48
作者:  Wu, Shengbiao;  Wang, Jing;  Yan, Zhengbing;  Song, Guangqin;  Chen, Yang;  Ma, Qin;  Deng, Meifeng;  Wu, Yuntao;  Zhao, Yingyi;  Guo, Zhengfei;  Yuan, Zuoqiang;  Dai, Guanhua;  Xu, Xiangtao;  Yang, Xi;  Su, Yanjun;  Liu, Lingli;  Wu, Jin
Adobe PDF(5500Kb)  |  收藏  |  浏览/下载：80/0  |  提交时间：2023/02/24
Multi-scale remote sensing  Phenocam  High-resolution satellite  MODIS  Individual tree-crown  Leaf phenology  
Spectroscopy outperforms leaf trait relationships for predicting photosynthetic capacity across different forest types 期刊论文
NEW PHYTOLOGIST, 2021, 卷号: 232, 期号: 1, 页码: 134-147
作者:  Yan, Zhengbing;  Guo, Zhengfei;  Serbin, Shawn P.;  Song, Guangqin;  Zhao, Yingyi;  Chen, Yang;  Wu, Shengbiao;  Wang, Jing;  Wang, Xin;  Li, Jing;  Wang, Bin;  Wu, Yuntao;  Su, Yanjun;  Wang, Han;  Rogers, Alistair;  Liu, Lingli;  Wu, Jin
Adobe PDF(2855Kb)  |  收藏  |  浏览/下载：91/0  |  提交时间：2023/02/24
gas exchange  leaf hyperspectral reflectance  maximum carboxylation capacity  multitrait covariance  partial least-squares regression (PLSR)  plant functional traits  vegetation spectroscopy  
Arbuscular mycorrhizal trees influence the latitudinal beta-diversity gradient of tree communities in forests worldwide 期刊论文
NATURE COMMUNICATIONS, 2021, 卷号: 12, 期号: 1
作者:  Zhong, Yonglin;  Chu, Chengjin;  Myers, Jonathan A.;  Gilbert, Gregory S.;  Lutz, James A.;  Stillhard, Jonas;  Zhu, Kai;  Thompson, Jill;  Baltzer, Jennifer L.;  He, Fangliang;  LaManna, Joseph A.;  Davies, Stuart J.;  Aderson-Teixeira, Kristina J.;  Burslem, David F. R. P.;  Alonso, Alfonso;  Chao, Kuo-Jung;  Wang, Xugao;  Gao, Lianming;  Orwig, David A.;  Yin, Xue;  Sui, Xinghua;  Su, Zhiyao;  Abiem, Iveren;  Bissiengou, Pulcherie;  Bourg, Norm;  Butt, Nathalie;  Cao, Min;  Chang-Yang, Chia-Hao;  Chao, Wei-Chun;  Chapman, Hazel;  Chen, Yu-Yun;  Coomes, David A.;  Cordell, Susan;  de Oliveira, Alexandre A.;  Du, Hu;  Fang, Suqin;  Giardina, Christian P.;  Hao, Zhanqing;  Hector, Andrew;  Hubbell, Stephen P.;  Janik, David;  Jansen, Patrick A.;  Jiang, Mingxi;  Jin, Guangze;  Kenfack, David;  Kral, Kamil;  Larson, Andrew J.;  Li, Buhang;  Li, Xiankun;  Li, Yide;  Lian, Juyu;  Lin, Luxiang;  Liu, Feng;  Liu, Yankun;  Liu, Yu;  Luan, Fuchen;  Luo, Yahuang;  Ma, Keping;  Malhi, Yadvinder;  McMahon, Sean M.;  McShea, William;  Memiaghe, Herve;  Mi, Xiangcheng;  Morecroft, Mike;  Novotny, Vojtech;  O'Brien, Michael J.;  den Ouden, Jan;  Parker, Geoffrey G.;  Qiao, Xiujuan;  Ren, Haibao;  Reynolds, Glen;  Samonil, Pavel;  Sang, Weiguo;  Shen, Guochun;  Shen, Zhiqiang;  Song, Guo-Zhang Michael;  Sun, I-Fang;  Tang, Hui;  Tian, Songyan;  Uowolo, Amanda L.;  Uriarte, Maria;  Wang, Bin;  Wang, Xihua;  Wang, Youshi;  Weiblen, George D.;  Wu, Zhihong;  Xi, Nianxun;  Xiang, Wusheng;  Xu, Han;  Xu, Kun;  Ye, Wanhui;  Yu, Mingjian;  Zeng, Fuping;  Zhang, Minhua;  Zhang, Yingming;  Zhu, Li;  Zimmerman, Jess K.
Adobe PDF(7895Kb)  |  收藏  |  浏览/下载：111/0  |  提交时间：2023/02/24
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：101/0  |  提交时间：2022/03/01
Biomass  Phenotype  Machine learning  Terrestrial lidar  Precision agriculture