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NWIPB OpenIR
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Monitoring of carbon-water fluxes at Eurasian meteorological stations using random forest and remote sensing 期刊论文
SCIENTIFIC DATA, 2023, 卷号: 10, 期号: 1
作者:  Xie, Mingjuan;  Ma, Xiaofei;  Wang, Yuangang;  Li, Chaofan;  Shi, Haiyang;  Yuan, Xiuliang;  Hellwich, Olaf;  Chen, Chunbo;  Zhang, Wenqiang;  Zhang, Chen;  Ling, Qing;  Gao, Ruixiang;  Zhang, Yu;  Ochege, Friday Uchenna;  Frankl, Amaury;  De Maeyer, Philippe;  Buchmann, Nina;  Feigenwinter, Iris;  Olesen, Jorgen E.;  Juszczak, Radoslaw;  Jacotot, Adrien;  Korrensalo, Aino;  Pitacco, Andrea;  Varlagin, Andrej;  Shekhar, Ankit;  Lohila, Annalea;  Carrara, Arnaud;  Brut, Aurore;  Kruijt, Bart;  Loubet, Benjamin;  Heinesch, Bernard;  Chojnicki, Bogdan;  Helfter, Carole;  Vincke, Caroline;  Shao, Changliang;  Bernhofer, Christian;  Bruemmer, Christian;  Wille, Christian;  Tuittila, Eeva-Stiina;  Nemitz, Eiko;  Meggio, Franco;  Dong, Gang;  Lanigan, Gary;  Niedrist, Georg;  Wohlfahrt, Georg;  Zhou, Guoyi;  Goded, Ignacio;  Gruenwald, Thomas;  Olejnik, Janusz;  Jansen, Joachim;  Neirynck, Johan;  Tuovinen, Juha-Pekka;  Zhang, Junhui;  Klumpp, Katja;  Pilegaard, Kim;  Sigut, Ladislav;  Klemedtsson, Leif;  Tezza, Luca;  Hoertnagl, Lukas;  Urbaniak, Marek;  Roland, Marilyn;  Schmidt, Marius;  Sutton, Mark A.;  Hehn, Markus;  Saunders, Matthew;  Mauder, Matthias;  Aurela, Mika;  Korkiakoski, Mika;  Du, Mingyuan;  Vendrame, Nadia;  Kowalska, Natalia;  Leahy, Paul G.;  Alekseychik, Pavel;  Shi, Peili;  Weslien, Per;  Chen, Shiping;  Fares, Silvano;  Friborg, Thomas;  Tallec, Tiphaine;  Kato, Tomomichi;  Sachs, Torsten;  Maximov, Trofim;  di Cella, Umberto Morra;  Moderow, Uta;  Li, Yingnian;  He, Yongtao;  Kosugi, Yoshiko;  Luo, Geping
收藏  |  浏览/下载：79/0  |  提交时间：2023/12/01
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
收藏  |  浏览/下载：76/0  |  提交时间：2020/11/25
ecosystem respiration  machine learning  deep learning  grasslands  northern China  
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
收藏  |  浏览/下载：326/0  |  提交时间：2018/12/05
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
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
收藏  |  浏览/下载：70/0  |  提交时间：2019/11/26
China Eddy covariance  Evapotranspiration  Model tree ensemble (MTE)  Spatio-temporal change  Land surface model  
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
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
收藏  |  浏览/下载：84/0  |  提交时间：2019/11/26
Net ecosystem productivity (NEP)  Model tree ensemble  China  Eddy covariance  Carbon sink