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Efficiency of Extreme Gradient Boosting for Imbalanced Land Cover Classification Using an Extended Margin and Disagreement Performance 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 7
作者:  Sun, Fei;  Wang, Run;  Wan, Bo;  Su, Yanjun;  Guo, Qinghua;  Huang, Youxin;  Wu, Xincai
Adobe PDF(11880Kb)  |  收藏  |  浏览/下载：80/0  |  提交时间：2022/01/06
gradient boosting trees  margin  class imbalance  very-high resolution (VHR) remote sensing  land cover classification  disagreement performance  
Spatiotemporal pattern of gross primary productivity and its covariation with climate in China over the last thirty years 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 卷号: 24, 期号: 1, 页码: 184-196
作者:  Yao, Yitong;  Wang, Xuhui;  Li, Yue;  Wang, Tao;  Shen, Miaogen;  Du, Mingyuan;  He, Honglin;  Li, Yingnian;  Luo, Weijun;  Ma, Mingguo;  Ma, Yaoming;  Tang, Yanhong;  Wang, Huimin;  Zhang, Xianzhou;  Zhang, Yiping;  Zhao, Liang;  Zhou, Guangsheng;  Piao, Shilong
Adobe PDF(1408Kb)  |  收藏  |  浏览/下载：87/0  |  提交时间：2022/02/25
China  climate change  eddy covariance  gross primary productivity  interannual variability  model tree ensemble  
East Asian warm season temperature variations over the past two millennia 期刊论文
SCIENTIFIC REPORTS, 2018, 卷号: 8
作者:  Zhang, Huan;  Werner, Johannes P.;  Garcia-Bustamante, Elena;  Gonzalez-Rouco, Fidel;  Wagner, Sebastian;  Zorita, Eduardo;  Fraedrich, Klaus;  Jungclaus, Johann H.;  Ljungqvist, Fredrik Charpentier;  Zhu, Xiuhua;  Xoplaki, Elena;  Chen, Fahu;  Duan, Jianping;  Ge, Quansheng;  Hao, Zhixin;  Ivanov, Martin;  Schneider, Lea;  Talento, Stefanie;  Wang, Jianglin;  Yang, Bao;  Luterbacher, Juerg
Adobe PDF(2722Kb)  |  收藏  |  浏览/下载：84/0  |  提交时间：2022/02/25
A new estimation of China's net ecosystem productivity based on eddy covariance measurements and a model tree ensemble approach 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2018, 卷号: 253, 页码: 84-93
作者:  Yao, Yitong;  Li, Zhijian;  Wang, Tao;  Chen, Anping;  Wang, Xuhui;  Du, Mingyuan;  Jia, Gensuo;  Li, Yingnian;  Li, Hongqin;  Luo, Weijun;  Ma, Yaoming;  Tang, Yanhong;  Wang, Huimin;  Wu, Zhixiang;  Yan, Junhua;  Zhang, Xianzhou;  Zhang, Yiping;  Zhang, Yu;  Zhou, Guangsheng;  Piao, Shilong
Adobe PDF(1040Kb)  |  收藏  |  浏览/下载：102/0  |  提交时间：2022/02/25
Net ecosystem productivity (NEP)  Model tree ensemble  China  Eddy covariance  Carbon sink  
Spatiotemporal pattern of terrestrial evapotranspiration in China during the past thirty years 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2018, 卷号: 259, 页码: 131-140
作者:  Li, Xiangyi;  He, Yue;  Zeng, Zhenzhong;  Lian, Xu;  Wang, Xuhui;  Du, Mingyuan;  Jia, Gensuo;  Li, Yingnian;  Ma, Yaoming;  Tang, Yanhong;  Wang, Weizhen;  Wu, Zhixiang;  Yan, Junhua;  Yao, Yitong;  Ciais, Philippe;  Zhang, Xianzhou;  Zhang, Yiping;  Zhang, Yu;  Zhou, Guangsheng;  Piao, Shilong
Adobe PDF(2766Kb)  |  收藏  |  浏览/下载：77/0  |  提交时间：2022/02/25
China Eddy covariance  Evapotranspiration  Model tree ensemble (MTE)  Spatio-temporal change  Land surface model