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Measuring daily accessed street greenery: A human-scale approach for informing better urban planning practices 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 191
作者:  Ye, Yu;  Richards, Daniel;  Lu, Yi;  Song, Xiaoping;  Zhuang, Yu;  Zeng, Wei;  Zhong, Teng
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Visible greenery  Google Street View  Space syntax  Human-scale  Accessible greenery  Machine learning  
Measuring visual quality of street space and its temporal variation: Methodology and its application in the Hutong area in Beijing 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 191
作者:  Tang, Jingxian;  Long, Ying
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Public space  Visual quality  Perceived quality  Street view picture  Hutong  
Soil swelling potential across Colorado: A digital soil mapping assessment 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 190
作者:  Stell, Emma;  Guevara, Mario;  Vargas, Rodrigo
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Machine learning  Shrink-swell  Expansive clays  Linear extensibility  
Explaining subjective perceptions of public spaces as a function of the built environment: A massive data approach 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 181: 169-178
作者:  Rossetti, Tomas;  Lobel, Hans;  Rocco, Victor;  Hurtubia, Ricardo
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
Perceptions  Discrete choice models  Machine learning  Public spaces  
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  
Mapping urban form and function at city block level using spatial metrics 期刊论文
LANDSCAPE AND URBAN PLANNING, 2017, 167
作者:  Vanderhaegen, Sven;  Canters, Frank
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
Urban form  Urban function  Land use  Spatial metrics  Machine learning  Brussels Capital Region  
Recipes for neighborhood development: A machine learning approach toward understanding the impact of mixing in neighborhoods 期刊论文
LANDSCAPE AND URBAN PLANNING, 2017, 164: 43477
作者:  Hipp, John R.;  Kane, Kevin;  Kim, Jae Hong
收藏  |  浏览/下载：2/0  |  提交时间：2019/04/09
Neighborhoods  Household incomes  Machine learning  Social mix