Investigating human travel patterns from an activity semantic flow perspective: a case study within the fifth ring road in beijing using taxi trajectory data
Y Liu, X Gao, D Yi, H Jiang, Y Zhao, J Xu… - … International Journal of …, 2022 - mdpi.com
Massive taxi trajectory data can be easily obtained in the era of big data, which is helpful to
reveal the spatiotemporal information of human travel behavior but neglects activity …
reveal the spatiotemporal information of human travel behavior but neglects activity …
Mining individual daily commuting patterns of dockless bike-sharing users: A two-layer framework integrating spatiotemporal flow clustering and rule-based decision …
The rise of dockless bike-sharing systems has led to increased interest in using bike-sharing
data for sustainable transportation and travel behavior research. However, these studies …
data for sustainable transportation and travel behavior research. However, these studies …
[HTML][HTML] A novel dynamic quantification model for diurnal urban land use intensity
H Zhou, J Yuan, D Yi, S Jin, Y Zhao, Z Zhang, Z Zhao… - Cities, 2024 - Elsevier
Most urban land use studies lack dynamic analyses and precise temporal resolutions of land
use. To address this issue, our study introduces a dynamic model that incorporates eight …
use. To address this issue, our study introduces a dynamic model that incorporates eight …
Flow Yang Chizhong Filtering for Correcting Global Spatial Autocorrelation in Flow Hotspot Detection
Q Liu, Z Wei, J Yang, M Deng - Transactions in GIS, 2025 - Wiley Online Library
Detecting hotspots in origin–destination (OD) flows is crucial for understanding spatial
interaction patterns of geographical phenomena. Because of the influence of global spatial …
interaction patterns of geographical phenomena. Because of the influence of global spatial …
骑行流密度聚类下的共享单车源汇空间识别
仝照民， 刘耀林， 张紫怡， 安睿， 朱奕 - 武汉大学学报(信息科学版), 2023 - ch.whu.edu.cn
共享单车的时空分布不均给运营商和用户造成了不便, 有必要识别共享单车的空间发散区(源)
及聚集区(汇), 对其空间源汇区进行针对性的管理和调度. 本文对共享单车骑行空间社区检测后 …
及聚集区(汇), 对其空间源汇区进行针对性的管理和调度. 本文对共享单车骑行空间社区检测后 …
Bike-sharing source-sink space recognition based on riding flow density clustering method
Z TONG, Y LIU, Z ZHANG, R AN… - Geomatics and Information …, 2023 - ch.whu.edu.cn
Objectives: The shared bike is an important tool for residents to connect to public transport
and travel a short distance, but its uneven space-time distribution has caused inconvenience …
and travel a short distance, but its uneven space-time distribution has caused inconvenience …