路虽远行则将至,事虽难做则必成。漫漫长路,必见曙光。《荀子•修身》
How perception of neighborhood safety influences urban residents’ mental health
AbstractPrevious studies have shown that perceptions of neighborhood safety are associated with various mental health outcomes. However, scant attenti
Using street view data and machine learning to assess how perception of neighborhood safety
ABSTRATPrevious studies have shown that perceptions of neighborhood safety are associated with various mental health outcomes. However, scant attentio
Exploring the spatial differentiation of urbanization on two sides of the Hu Huanyong Line
AbstractThe Hu Huanyong Line (Hu Line) shows an uneven geographical pattern of urbanization between Southeast and Northwest China. Based on three ques
Perceptions of built environment and health outcomes for older Chinese in Beijing
AbstractBuilt environment attributes have been demonstrated to be associated with various health outcomes. However, most empirical studies have typica
Neighborhood social reciprocity and mental health among older adults in China
AbstractBackground: This study aims to investigate the mechanisms through which neighborhood social reciprocity influences older adults' mental health
The linkage between the perception of neighbourhood and physical activity
ABSTRATBackground: Neighbourhood environment characteristics have been found to be associated with residents’ willingness to conduct physical activity
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
Urban greenery and mental wellbeing in adults
ABSTRATBackground: Multiple mechanisms have been proposed to explain how greenery in the vicinity of people’s homes enhances their mental health and w
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