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Measuring human perceptions of a large-scale urban region using machine learning 期刊论文
LANDSCAPE AND URBAN PLANNING, 2018, 180: 148-160
作者:  Zhang, Fan;  Zhou, Bolei;  Liu, Liu;  Liu, Yu;  Fung, Helene H.;  Lin, Hui;  Ratti, Carlo
收藏  |  浏览/下载：11/0  |  提交时间：2019/04/09
Urban perception  Place semantics  Street-level imagery  Deep learning  Built environment  
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  
A manifold learning approach to urban land cover classification with optical and radar data 期刊论文
LANDSCAPE AND URBAN PLANNING, 2018, 172: 11-24
作者:  Zhang, Hongsheng;  Li, Jiang;  Wang, Ting;  Lin, Hui;  Zheng, Zezhong;  Li, Yu;  Lu, Yufeng
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Manifold learning  Optical and SAR  Urban land covers  Multisource data fusion  
Scale-dependence of environmental and socioeconomic drivers of albizia invasion in Hawaii 期刊论文
LANDSCAPE AND URBAN PLANNING, 2018, 169: 70-80
作者:  Niemiec, R. M.;  Asner, G. P.;  Brodrick, P. G.;  Gaertner, J. A.;  Ardoin, N. M.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Private lands conservation  Invasive species  Conservation behavior  Boosted regression trees  Species distribution models