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Quantifying place: Analyzing the drivers of pedestrian activity in dense urban environments 期刊论文
LANDSCAPE AND URBAN PLANNING, 2018, 180: 166-178
作者:  Lai, Yuan;  Kontokosta, Constantine E.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Pedestrian mobility  Walkability  Urban planning  Urban computing  Machine learning  Urban data  
Evaluating Diffferent Machine Learning Methods for Upscaling Evapotranspiration from Flux Towers to the Regional Scale 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (16) : 8674-8690
作者:  Xu, Tongren;  Guo, Zhixia;  Liu, Shaomin;  He, Xinlei;  Meng, Yangfanyu;  Xu, Ziwei;  Xia, Youlong;  Xiao, Jingfeng;  Zhang, Yuan;  Ma, Yanfei;  Song, Lisheng
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Combination of support vector machine, artificial neural network and random forest for improving the classification of convective and stratiform rain using spectral features of SEVIRI data 期刊论文
ATMOSPHERIC RESEARCH, 2018, 203: 118-129
作者:  Lazri, Mourad;  Ameur, Soltane
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Support vector machine  Network neural  Random forest  MSG-SEVIRI  Radar image  Classification  
Research and application of a novel hybrid decomposition-ensemble learning paradigm with error correction for daily PM10 forecasting 期刊论文
ATMOSPHERIC RESEARCH, 2018, 201: 34-45
作者:  Luo, Hongyuan;  Wang, Deyun;  Yue, Chenqiang;  Liu, Yanling;  Guo, Haixiang
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Daily PM10 forecasting  Error correction  Fast ensemble empirical mode decomposition  Variational mode decomposition  Cuckoo search  Extreme learning machine  
Estimates of grassland biomass and turnover time on the Tibetan Plateau 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (1)
作者:  Xia, Jiangzhou;  Ma, Minna;  Liang, Tiangang;  Wu, Chaoyang;  Yang, Yuanhe;  Zhang, Li;  Zhang, Yangjian;  Yuan, Wenping
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
biomass  turnover time  vegetation index  Tibetan Plateau  random forest