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
城市模型 (Urban Modeling)
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
Functional urban land use recognition integrating multi-source geospatial data
ABSTRATThe significance of urban function recognition has stimulated the need for multi-source geospatial data fusion, especially the fusion between r
A human-machine adversarial scoring framework for urban perception assessment
ABSTRATThough global-coverage urban perception datasets have been recently created using machine learning, their efficacy in accurately assessing loca
使用时序出租车轨迹识别多层次城市功能结构
ABSTRAT地理时空大数据被广泛用于城市功能结构识别，其中功能层次性的研究对于系统理解城市功能的结构特征和分布形态具有重大意义，但相关研究仍处于空缺状态。 基于时序出租车出行数据和感兴趣点数据描述居民出行模式，结合动态时间规整和K-MEDOIDS聚类算法识别城市的功能属性和空间结构。 研究结果表明
卷积神经网络和随机森林的城市房价微观尺度制图方法
ABSTRATChina’s rapid urbanization has caused a large number of migrants to move to the city, which has also led to housing shortages. Rapid access to
Simulating urban expansion and impact on functional connectivity in the Three Gorges Reservoir Area
AbstractUnderstanding the impact of urban expansion on functional connectivity is significant to biodiversity conservation. Particularly, in the Three
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Mapping fine-scale urban housing prices by fusing remote-sensing images and social media data
AbstractThe accurate mapping of urban housing prices at a fine scale is essential to policymaking and urban studies, such as adjusting economic factor
Classifying urban land use by integrating remote sensing and social media data
AbstractUrban land use information plays an important role in urban management, government policy-making, and population activity monitoring. However,