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Estimating Ecosystem Respiration in the Grasslands of Northern China Using Machine Learning: Model Evaluation and Comparison 期刊论文
SUSTAINABILITY, 2020, 卷号: 12, 期号: 5
作者:  Zhu, Xiaobo;  He, Honglin;  Ma, Mingguo;  Ren, Xiaoli;  Zhang, Li;  Zhang, Fawei;  Li, Yingnian;  Shi, Peili;  Chen, Shiping;  Wang, Yanfen;  Xin, Xiaoping;  Ma, Yaoming;  Zhang, Yu;  Du, Mingyuan;  Ge, Rong;  Zeng, Na;  Li, Pan;  Niu, Zhongen;  Zhang, Liyun;  Lv, Yan;  Song, Zengjing;  Gu, Qing
Adobe PDF(1290Kb)  |  收藏  |  浏览/下载：83/0  |  提交时间：2022/03/01
ecosystem respiration  machine learning  deep learning  grasslands  northern China  
A Satellite-Based Model for Simulating Ecosystem Respiration in the Tibetan and Inner Mongolian Grasslands 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 1
作者:  Ge, Rong;  He, Honglin;  Ren, Xiaoli;  Zhang, Li;  Li, Pan;  Zeng, Na;  Yu, Guirui;  Zhang, Liyun;  Yu, Shi-Yong;  Zhang, Fawei;  Li, Hongqin;  Shi, Peili;  Chen, Shiping;  Wang, Yanfen;  Xin, Xiaoping;  Ma, Yaoming;  Ma, Mingguo;  Zhang, Yu;  Du, Mingyuan
Adobe PDF(3132Kb)  |  收藏  |  浏览/下载：183/0  |  提交时间：2022/02/25
ecosystem respiration  MODIS  moisture effect  ChinaFLUX  alpine grasslands  temperate grasslands  
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：99/0  |  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：75/0  |  提交时间：2022/02/25
China Eddy covariance  Evapotranspiration  Model tree ensemble (MTE)  Spatio-temporal change  Land surface model  
Large-scale estimation and uncertainty analysis of gross primary production in Tibetan alpine grasslands 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2014, 卷号: 119, 期号: 3, 页码: 466-486
作者:  He, Honglin;  Liu, Min;  Xiao, Xiangming;  Ren, Xiaoli;  Zhang, Li;  Sun, Xiaomin;  Yang, Yuanhe;  Li, Yingnian;  Zhao, Liang;  Shi, Peili;  Du, Mingyuan;  Ma, Yaoming;  Ma, Mingguo;  Zhang, Yu;  Yu, Guirui
Adobe PDF(2925Kb)  |  收藏  |  浏览/下载：62/0  |  提交时间：2023/03/30
Tibetan alpine grasslands  Vegetation Photosynthesis Model (VPM)  Eddy Covariance  Uncertainty analysis