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Using multi-model ensembles of CMIP5 global climate models to reproduce observed monthly rainfall and temperature with machine learning methods in Australia 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 卷号: 38, 期号: 13, 页码: 4891-4902
Authors:  Wang, Bin;  Zheng, Lihong;  Liu, De Li;  Ji, Fei;  Clark, Anthony;  Yu, Qiang
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GCMs  machine learning  multi-model ensemble  random forest  support vector machine  
Maritime network dynamics before and after international events 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2018, 卷号: 28, 期号: 7, 页码: 937-956
Authors:  Fang Zhixiang;  Yu Hongchu;  Lu Feng;  Feng Mingxiang;  Huang Meng
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global maritime network  fluctuation dynamics  international events  spatiotemporal similarity  
Hierarchical Bayesian space-time estimation of monthly maximum and minimum surface air temperature 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 211, 页码: 48-58
Authors:  Lu, Ning;  Liang, Shunlin;  Huang, Guanghui;  Qin, Jun;  Yao, Ling;  Wang, Dongdong;  Yang, Kun
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Surface air temperature  Land surface temperature  Hierarchical Bayesian modeling  Space-time estimation  
East Asian warm season temperature variations over the past two millennia 期刊论文
SCIENTIFIC REPORTS, 2018, 卷号: 8, 页码: 11
Authors:  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
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Improving global terrestrial evapotranspiration estimation using support vector machine by integrating three process-based algorithms 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2017, 卷号: 242, 页码: 55-74
Authors:  Yao, Yunjun;  Liang, Shunlin;  Li, Xianglan;  Chen, Jiquan;  Liu, Shaomin;  Jia, Kun;  Zhang, Xiaotong;  Xiao, Zhiqiang;  Fisher, Joshua B.;  Mu, Qiaozhen;  Pan, Ming;  Liu, Meng;  Cheng, Jie;  Jiang, Bo;  Xie, Xianhong;  Gruenwald, Thomas;  Bernhofer, Christian;  Roupsard, Olivier
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Terrestrial evapotranspiration  Machine learning methods  Bayesian model averaging method  Plant functional type  
Seasonal fluctuations of photosynthetic parameters for light use efficiency models and the impacts on gross primary production estimation 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2017, 卷号: 236, 页码: 22-35
Authors:  Lin, Xiaofeng;  Chen, Baozhang;  Chen, Jing;  Zhang, Huifang;  Sun, Shaobo;  Xu, Guang;  Guo, Lifeng;  Ge, Mengyu;  Qu, Junfeng;  Li, Lijuan;  Kong, Yawen
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Light use efficiency (LUE) models  Seasonal variations of maximum LUE parameters  Capacity of gross primary production  Metropolis-Hasting algorithm  Eddy covariance  
融合对象特征的遥感超分辨率土地覆被制图 学位论文
博士: 中国科学院地理科学与资源研究所, 2016
Authors:  陈跃红
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社交网络文本蕴含交通事件信息的自动抽取方法研究 学位论文
博士: 中国科学院地理科学与资源研究所, 2016
Authors:  仇培元
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多卫星反演降水集成技术及其在土壤水分模拟中的应用研究 学位论文
博士: 中国科学院地理科学与资源研究所, 2016
Authors:  徐宾
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基于时间序列MODIS数据的干旱区土地覆被变化检测研究 学位论文
博士: 中国科学院地理科学与资源研究所, 2016
Authors:  许丽丽
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