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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：86/0  |  提交时间：2022/03/01
ecosystem respiration  machine learning  deep learning  grasslands  northern China  
Internet of Things to network smart devices for ecosystem monitoring 期刊论文
SCIENCE BULLETIN, 2019, 卷号: 64, 期号: 17, 页码: 1234-1245
作者:  Li, Xin;  Zhao, Ning;  Jin, Rui;  Liu, Shaomin;  Sun, Xiaomin;  Wen, Xuefa;  Wu, Dongxiu;  Zhou, Yan;  Guo, Jianwen;  Chen, Shiping;  Xu, Ziwei;  Ma, Mingguo;  Wang, Tianming;  Qu, Yonghua;  Wang, Xinwei;  Wu, Fangming;  Zhou, Yuke
Adobe PDF(4597Kb)  |  收藏  |  浏览/下载：116/0  |  提交时间：2022/01/06
Ecosystem monitoring  Fragile ecosystem  Internet of Things  Wireless sensor network  Smart device  
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  
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：184/0  |  提交时间：2022/02/25
ecosystem respiration  MODIS  moisture effect  ChinaFLUX  alpine grasslands  temperate grasslands  
Estimation of evapotranspiration over the terrestrial ecosystems in China 期刊论文
ECOHYDROLOGY, 2014, 卷号: 7, 期号: 1, 页码: 139-149
作者:  Li, Xianglan;  Liang, Shunlin;  Yuan, Wenping;  Yu, Guirui;  Cheng, Xiao;  Chen, Yang;  Zhao, Tianbao;  Feng, Jinming;  Ma, Zhuguo;  Ma, Mingguo;  Liu, Shaomin;  Chen, Jiquan;  Shao, Changliang;  Li, Shenggong;  Zhang, Xudong;  Zhang, Zhiqiang;  Sun, Ge;  Chen, Shiping;  Ohta, Takeshi;  Varlagin, Andrej;  Miyata, Akira;  Takagi, Kentaro;  Saiqusa, Nobuko;  Kato, Tomomichi
Adobe PDF(3336Kb)  |  收藏  |  浏览/下载：60/0  |  提交时间：2023/03/30
evapotranspiration  Remote Sensing-Penman Monteith model  AVHRR  MERRA  eddy covariance  
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：64/0  |  提交时间：2023/03/30
Tibetan alpine grasslands  Vegetation Photosynthesis Model (VPM)  Eddy Covariance  Uncertainty analysis  
Multiyear precipitation reduction strongly decreases carbon uptake over northern China 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2014, 卷号: 119, 期号: 5, 页码: 881-896
作者:  Yuan, Wenping;  Liu, Dan;  Dong, Wenjie;  Liu, Shuguang;  Zhou, Guangsheng;  Yu, Guirui;  Zhao, Tianbao;  Feng, Jinming;  Ma, Zhuguo;  Chen, Jiquan;  Chen, Yang;  Chen, Shiping;  Han, Shijie;  Huang, Jianping;  Li, Linghao;  Liu, Huizhi;  Liu, Shaoming;  Ma, Mingguo;  Wang, Yanfeng;  Xia, Jiangzhou;  Xu, Wenfang;  Zhang, Qiang;  Zhao, Xinquang;  Zhao, Liang
Adobe PDF(2405Kb)  |  收藏  |  浏览/下载：45/0  |  提交时间：2023/03/30
Drought  Vegetation primary production  Carbon uptake  Northern China  
Satellite-Based Analysis of Evapotranspiration and Water Balance in the Grassland Ecosystems of Dryland East Asia 期刊论文
PLOS ONE, 2014, 卷号: 9, 期号: 5
作者:  Xia, Jiangzhou;  Liang, Shunlin;  Chen, Jiquan;  Yuan, Wenping;  Liu, Shuguang;  Li, Linghao;  Cai, Wenwen;  Zhang, Li;  Fu, Yang;  Zhao, Tianbao;  Feng, Jinming;  Ma, Zhuguo;  Ma, Mingguo;  Liu, Shaomin;  Zhou, Guangsheng;  Asanuma, Jun;  Chen, Shiping;  Du, Mingyuan;  Davaa, Gombo;  Kato, Tomomichi;  Liu, Qiang;  Liu, Suhong;  Li, Shenggong;  Shao, Changliang;  Tang, Yanhong;  Zhao, Xiang
Adobe PDF(2232Kb)  |  收藏  |  浏览/下载：63/0  |  提交时间：2023/03/30
Estimation of gross primary production over the terrestrial ecosystems in China 期刊论文
ECOLOGICAL MODELLING, 2013, 卷号: 261, 页码: 80-92
作者:  Li, Xianglan;  Liang, Shunlin;  Yu, Guirui;  Yuan, Wenping;  Cheng, Xiao;  Xia, Jiangzhou;  Zhao, Tianbao;  Feng, Jinming;  Ma, Zhuguo;  Ma, Mingguo;  Liu, Shaomin;  Chen, Jiquan;  Shao, Changliang;  Li, Shenggong;  Zhang, Xudong;  Zhang, Zhiqiang;  Chen, Shiping;  Ohta, Takeshi;  Varlagin, Andrej;  Miyata, Akira;  Takagi, Kentaro;  Saiqusa, Nobuko;  Kato, Tomomichi
Adobe PDF(2565Kb)  |  收藏  |  浏览/下载：41/0  |  提交时间：2023/04/25
EC-LUE model  Gross primary production  Eddy covariance  MODIS  MERRA  
Carbon fluxes, evapotranspiration, and water use efficiency of terrestrial ecosystems in China 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2013, 卷号: 182, 页码: 76-90
作者:  Xiao, Jingfeng;  Sun, Ge;  Chen, Jiquan;  Chen, Hui;  Chen, Shiping;  Dong, Gang;  Gao, Shenghua;  Guo, Haiqiang;  Guo, Jixun;  Han, Shijie;  Kato, Tomomichi;  Li, Yuelin;  Lin, Guanghui;  Lu, Weizhi;  Ma, Mingguo;  McNulty, Steven;  Shao, Changliang;  Wang, Xufeng;  Xie, Xiao;  Zhang, Xudong;  Zhang, Zhiqiang;  Zhao, Bin;  Zhou, Guangsheng;  Zhou, Jie
Adobe PDF(2512Kb)  |  收藏  |  浏览/下载：54/0  |  提交时间：2023/04/25
Carbon fluxes  Evapotranspiration  Water use efficiency  Eddy covariance  Carbon sink  Synthesis