A comparison of two deep-learning-based urban perception models which one is better?
AbstractUrban perception is a hot topic in current urban study and plays a positive role in urban planning and design. At present, there are two metho
城市模型 (Urban Modeling)
Extracting the Tailings Ponds From HSR Remote Sensing Images by Deep Learning‐Based Model
AbstractDue to a lack of data and practical models, few studies have extracted tailings pond margins in large areas. In addition, there is no public d
Assessing the Impact of Street-View Greenery on Fear of Neighborhood Crime in Guangzhou, China
摘要针对高分辨率遥感影像中地物的复杂性和多变性带来的地物提取难点，提出了一种基于多层次规则的面向对象的典型地物提取方法。改进了基于区域增长的影像分割方法，利用小区域内的全局最优策略进行初始增长，避开了种子点的选择。利用影像分割得到的影像对象作为地物提取的基元，针对影像上典型地物选择提取特征 ，利用多
Spatiotemporal distribution of human trafficking and predicting locations of missing persons
AbstractIn China, the illegal adoption of missing persons and especially of missing children is a major public safety issue that affects social and fa
Mixed-cell cellular automata: Simulating the spatiotemporal dynamics of mixed land use structures
AbstractWhen used for land use change modeling, Cellular Automata (CA) usually assume that each cell has only one land use type at each time step, ign
Sensing Mixed Urban Land-Use Patterns Using Municipal Water Consumption Time Series
AbstractThe biased population coverage and short temporal lengths of newly emerged data sets (e.g., data sets of social media, mobile phones, and smar
基于边云协同的AR空间分析计算框架
Augmented Reality (AR) for geographic data is an important development direction of geographic information visualization. In recent years, some geogra
The Traj2Vec Model to Quantify Spatial Trajectories and Estimate Urban Land Use Types
The formulation of mixed urban land uses is not only intended to find the ideal scenario of land use but also regarded as a way toward sust
Simulating Urban Land Use Change by Integrating a CNN with Cellular Automata
ABSTRACTVector-based cellular automata (VCA) models have been applied in land use change simulations at fine scales. However, the neighborhood effects
耦合手机信令数据和房价数据的城市不同经济水平人群行为活动模式研究
AbstractThe spatial distribution characteristics and activity patterns of urban populations play essential roles in studies of spatial isolation, opti