研究成果

共 4 篇出版物，点击查看详情

发布于 2025

Deciphering house prices by integrating street perceptions with a machine-learning algorithm: A case study of Xi‘an, China

Cities
机器学习，街景

罗琳，杨喜平 · Cities

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Deciphering house prices by integrating street perceptions with a machine-learning algorithm: A case study of Xi‘an, China
Introducing street view into node-place model for evaluating transit-oriented development
发布于 2025

Introducing street view into node-place model for evaluating transit-oriented development

Journal of Transport Geography
TOD，街景

刘佳雨，杨喜平 · Journal of Transport Geography

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发布于 2025

Inspecting urban transit-oriented dvelopment from the perspective of human activity: A case study of Xi'an, China

Journal of Transport Geography
TOD，人群活动

刘佳雨，杨喜平 · Journal of Transport Geography

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Inspecting urban transit-oriented dvelopment from the perspective of human activity: A case study of Xi'an, China
论文
发布于 2025

Evaluating the improvement of healthcare accessibility for urban residents via the construction of new hospitals: A case study of Xi’an, China

Applied Spatial Analysis and Policy
医疗可达性

杨喜平，罗琳 · Applied Spatial Analysis and Policy

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其他成果

  • （1）Liu, Jiayu, Yang, Xiping*, Luo, Lin, Li, Junyi, Chen, Hongfei, An, Rui, & Li, Jiyuan. Inspecting urban transit-oriented dvelopment from the perspective of human activity: A case study of Xi'an, China[J]. Journal of Transport Geography, 2025, 128, 104381.
  • （2）Liu Jiayu, Yang Xiping*, Huang Xiaoyan, Li Jiyuan, Li Junyi, Chen Hongfei, An Rui, Song Yongyong. Introducing street view into node-place model for evaluating transit-oriented development [J]. Journal of Transport Geography, 2025, 128, 104334. https://doi.org/10.1016/j.jtrangeo.2025.104334
  • （3）Qi Ziyin, Li Junyi, Yang Xiping, He Zhe, How streetscape shapes affect visitor emotions: An experimental analysis based on large-scale street view images in Xi'an, China[J]. Cities, 2025, 168, 106424.
  • (4) Gou, Fen, Chen, Zhigang, Yang, Xiping, Yang Yali. Spatiotemporal and Sentiment Analysis of Tourist Sources in Distinctive Pedestrian Street Using Social Media Data[J]. Applied Spatial Analysis and Policy, 2025, 18, 97. https://doi.org/10.1007/s12061-025-09695-x
  • (5) Lin, Zhihui, Qi, Hui, Yang, Xiping, Chen ying, Liu Xianfeng. The Global Pharmaceutical Trade Network: Spatiotemporal Evolution, Driving Forces, and China’s Evolving Role[J]. Applied Spatial Analysis and Policy,2025,18,99 https://doi.org/10.1007/s12061-025-09706-x
  • (6) Li Jiyuan, Feng Xiao, Li Tao, Yang Xiping, Jing Weihang, Cao Xiaoshu. Seasonal dynamics of hiking activities in mountainous areas: a topography-aware sequential network modeling approach using crowdsourced trajectories [J]. International Journal of Applied Earth Observation and Geoinformation, 2025, 142, 104726. https://doi.org/10.1016/j.jag.2025.104726
  • (7) Zang Zexuan, Zhang Liwei, Liu Yu, Yang Xiping, Wang Zhuangzhuang, Jiao Lei, Wang Hao, Luo Ying. A Framework for Analyzing Spatial Heterogeneity and Influencing Factors of Campus Green Space in Xi’an, China [J]. Chinese Geographical Science, 2025, https://doi.org/10.1007/s11769-025-1524-3
  • (8) Luo Lin, Yang Xiping*, Li Junyi, Song Yongyong, Zhao Zhiyuan. Deciphering house prices by integrating street perceptions with a machine-learning algorithm: A case study of Xi'an, China[J]. Cities, 2025, 156, 105542. https://doi.org/10.1016/j.cities.2024.105542.
  • (9) Yang Xiping*, Luo Lin, Liu Jiayu, Chen Hongfei, Li Junyi. Evaluating the Improvement of Healthcare Accessibility for Urban Residents via the Construction of New Hospitals: A Case Study of Xi’an, China[J], Applied Spatial Analysis and Policy. 2025, 18:5, https://doi.org/10.1007/s12061-024-09611-9
  • (10) Huang, T., Jiao, L., Bai, Y., Yan, J., Yang, Xiping., Liu, J., Liang, W., Luo, D., Zhang, L., Wang, H., Li, Z., Li, Z., Ji, N., & Gao, G. (2025). Deciphering the UAV-LiDAR contribution to vegetation classification using interpretable machine learning. Computers and Electronics in Agriculture, 235, 110360. https://doi.org/10.1016/j.compag.2025.110360
  • (11) Luo Lin, Yang Xiping, Chen Xueye*, Liu Jiayu, An Rui, Li Jiyuan. Nonlinear Influence of the Built Environment on the Attraction of the Third Activity: A Comparative Analysis of Inflow from Home and Work. ISPRS International Journal of Geo-Information. 2024; 13(9):337. https://doi.org/10.3390/ijgi13090337
  • (12) Yang Xiping, Junyi Li, Zhixiang Fang, Hongfei Chen, Jiyuan Li, Zhiyuan Zhao. Influence of residential built environment on human mobility in Xining: A mobile phone data perspective. Travel Behaviour and Society, 2023, https://doi.org/10.1016/j.tbs.2023.100665
  • (13) Yang, Xiping; Zhao, Zhiyuan.; Shi, Chaoyang.;Luo, Lin.; Tu, Wei. The Dynamic Heterogeneous Relationship between Urban Population Distribution and Built Environment in Xi’an, China: A Case Study. Remote Sensing. 2023, 15, 2257. https://doi.org/10.3390/rs15092257.
  • (14)Yang Xiping, Fang Zhixiang, Xu Yang, Yin Ling, Li Junyi, Zhao Zhiyuan. Revealing temporal stay patterns in human mobility using large-scale mobile phone location data. Transactions in GIS. 2021; 25(4):00:1927–1948.
  • (15) Yang Xiping, Fang Zhixiang*, Yin Ling, et al. Revealing the relationship of human convergence–divergence patterns and land use: A case study on Shenzhen City, China [J]. Cities, 2019, 95: 102384.
  • (16) Yang Xiping, Fang Zhixiang*, Xu Yang, et al. Spatial heterogeneity in spatial interaction of human movements—Insights from large-scale mobile positioning data [J]. Journal of Transport Geography, 2019, 78: 29-40.
  • (17) Yang Xiping, Lu Shiwei, Zhao Weifeng, Zhao Zhiyuan. Exploring the Characteristics of an Intra-Urban Bus Service Network: A Case Study of Shenzhen, China. ISPRS International Journal of Geo-Information. 2019, 8(11), 486.
  • (18) Yang Xiping, Fang Zhixiang*, Yin Ling, Li Junyi, Zhou Yang, Lu Shiwei. Understanding the Spatial Structure of Urban Commuting Using Mobile Phone Location Data: A Case Study of Shenzhen, China [J]. Sustainability, 2018, 10(5): 1435.
  • (19) Fang Zhixiang*, Yang Xiping*, Xu Yang, Shaw Shih-Lung, Yin Ling. Spatiotemporal model for assessing the stability of urban human convergence and divergence patterns [J]. International Journal of Geographical Information Science, 2017, 31(11): 2119-2141.
  • (20) Yang Xiping, Fang Zhixiang*, Xu Yang, Shaw Shih-Lung, Zhao Zhiyuan, Yin Ling, Zhao Tao, Lin Yunong. Understanding Spatiotemporal Patterns of Human Convergence and Divergence Using Mobile Phone Location Data [J]. ISPRS International Journal of Geo-Information, 2016, 5(10): 177.
  • (21)Yang Xiping*, Zhao Zhiyuan, Lu Shiwei. Exploring Spatial-Temporal Patterns of Urban Human Mobility Hotspots [J]. Sustainability, 2016, 8(7): 674.
  • (22) An Rui, Tong Zhaomin, Tan Bo, Xiong Qiangqiang, Luo Yuanyuan, Liu Yaolin, Yang Linchuan, Yang Xiping. Revealing the relationship between 2D/3D built environment and jobs-housing separation coupling nonlinearity and spatial nonstationarity[J]. Journal of Transport Geography, 2025, 123.104112. https://doi.org/10.1016/j.jtrangeo.2025.104112
  • (23) Wan Weijie, Chen Hongfei*, Yang Xiping, Li Renda, Cui Yuzheng, Hu Yiyang. Identifying the Hierarchical Structure of Nighttime Economic Agglomerations Based on the Fusion of Multisource Data. ISPRS International Journal of Geo-Information. 2024; 13(6):188.
  • (24) Zhao Zhiyuan, Yao Wei, Wu Sheng, Yang Xiping, Wu Qunyong, Fang Zhixiang. Identifying the collaborative scheduling areas between ride-hailing and traditional taxi services based on vehicle trajectory data[J]. Journal of Transport Geography, 2023, 103544.
  • (25) Zhang Yu, Wu Sheng, Zhao Zhiyuan, Yang Xiping, Fang Zhixiang. An urban crowd flow model integrating geographic characteristics. Scientific Reports 2023，volume 13, 1695.
  • (26) Guo Xin , Chen Hongfei , Yang Xiping . An Evaluation of Street Dynamic Vitality and Its Influential Factors Based on Multi-Source Big Data[J]. International Journal of Geo-Information, 2021, 10(3):143.
  • (27) Shi Chaoyang, Li Qingquan, Lu Shiwei, Yang Xiping. Exploring Temporal Intra-Urban Travel Patterns: An Online Car-Hailing Trajectory Data Perspective. Remote Sensing. 2021; 13(9):1825. https://doi.org/10.3390/rs13091825
  • (28) Liu Tao, Zhang Y, Zhang H, Yang Xiping. A Methodological Workflow for Deriving the Association of Tourist Destinations Based on Online Travel Reviews: A Case Study of Yunnan Province, China. Sustainability. 2021; 13(9):4720. https://doi.org/10.3390/su13094720
  • (29) Zhao Zhiyuan, Yin Ling, Shaw Shih-Lung*, Fang Zhixiang, Yang xiping, Zhang Fan. Identifying stops from mobile phone location data by introducing uncertain segments [J]. Transactions in GIS, 2018, 22(4): 958-974.
  • (30) Huang Yaping, Lu Shiwei*, Yang Xiping, Zhao zhiyuan. Exploring railway network dynamics in China from 2008 to 2017 [J]. ISPRS International Journal of Geo-Information, 2018, 7(8): 320.
  • (31) Lu Shiwei*, Huang Yaping, Zhao Zhiyuan, Yang xiping. Exploring the Hierarchical Structure of China’s Railway Network from 2008 to 2017 [J]. Sustainability, 2018, 10(9): 3173.
  • (32) Lu Shiwei, Fang Zhixiang, Zhangxirui, Shaw Shih-Lung, Yin Ling, Zhao Zhiyuan, Yang Xiping. Understanding the Representativeness of Mobile Phone Location Data in Characterizing Human Mobility Indicators [J]. ISPRS International Journal of Geo-Information, 2017, 6(1): 7.
  • (33) Zhao Zhiyuan, Shaw Shih-Lung, Yin Ling, Fang zhixiang, Yang xiping, Zhangfan, Wu sheng. The effect of temporal sampling intervals on typical human mobility indicators obtained from mobile phone location data [J]. International Journal of Geographical Information Science, 2019, 33(7): 1471-1495.
  • (34) 罗琳,杨喜平*,李君轶,陈宏飞. 基于街景数据的城市街道感知特征空间异质性研究——以西安市为例[J]. 地理与地理信息科学, 2024, 1-8
  • (35) 齐子吟,李君轶,贺哲,杨喜平.城市街道景观色彩对游客情感感知影响——基于街景图像的研究[J].地球信息科学学报, 2024,26(02):514-529.
  • (36) 赵志远,张雯婷,杨喜平,吴升.手机位置数据中“乒乓效应”的时空特征研究[J].测绘与空间地理信息,2024,47(03):12-17.
  • (37) 罗琳，杨喜平*，李继园. 西安市二手房价格的影响因素及空间异质性[J]. 地域研究与开发，2023. 42（4）：57-62.
  • (38) 赵志远,杨红,杨喜平.城市居民活动轨迹日间稳定性分析——以西宁市为例[J].时空信息学报,2023,30(04):605-613.
  • (39) 赵志远,丁逸尘,杨喜平, 吴升.基于手机定位数据的西宁市老年人公园绿地可达性预测[J].干旱区地理,2023,46(10):1744-1756.
  • (40) 郭鑫, 陈宏飞*, 杨喜平. 建成环境对城市不同年龄群体活力的时空异质性影响研究[J]. 地理与地理信息科学, 2022, 38(1): 63-70.
  • (41) 杨鸿海, 李彬, 杨喜平*. 西宁市居民工作日和休息日时空活动差异研究[J]. 地理与地理信息科学, 2022, 38(1): 57-62.
  • (42) 陆路正,李君轶,杨喜平等.基于UGC文本挖掘的城市旅游客流网络结构研究——以西安市为例[J].地域研究与开发, 2022,41(01)
  • (43) 杨喜平，杨鸿海，李彬等，基于手机数据的西部城市居民出行特征研究—以西宁市为例[J], 人文地理, 2021, 36（1）：115-124.
  • (44) 张宇, 吴升, 赵志远, 杨喜平，方志祥. 顾及相似用户特征的个人位置预测算法[J].武汉大学学报(信息科学版),2023,48(04):656-664.
  • (45) 杨喜平, 方志祥. 移动定位大数据视角下的人群移动模式及城市空间结构研究进展[J]. 地理科学进展, 2018, 37(7): 880-889.
  • (46) 杨喜平, 方志祥, 尹凌. 城市空间结构要素与人群聚散稳定性的关联性探索[J]. 地球信息科学学报, 2018, 20(6): 791-798.
  • (47) 杨喜平, 方志祥, 赵志远, 等. 顾及手机基站分布的核密度估计城市人群时空停留分布[J]. 武汉大学学报· 信息科学版, 2017, 42(1): 49-55.
  • (48) 杨喜平, 方志祥, 赵志远, 等. 城市人群聚集消散时空模式探索分析——以深圳市为例[J]. 地球信息科学学报, 2016, 18(4): 486-492.
  • (49) 朱菁玮, 方志祥, 杨喜平, 等. 城市邻近基站间人群流动时空变化同步性分析[J]. 地球信息科学学报, 2018, 20(6): 844-853.
  • (50) 董智青，方志祥，杨喜平，李清泉. 深圳市出租车服务能力时空分析[J]. 测绘地理信息，2018, 42(2), 105-109.
  • (51) 宋晓晴, 方志祥, 尹凌, 刘立寒，杨喜平，萧世伦. 基于IC卡综合换乘信息的公交乘客上车站点推算[J]. 地球信息科学学报, 2016, 18(8), 1060-1068.
  • (52) 赵志远，尹凌，方志祥，萧世伦，杨喜平. 轨迹数据的时间采样间隔对停留识别和出行网络构建的影响[J].武汉大学学报信息科学版，2018,43(8),1152- 1158.