Spatiotemporal evolution of urban carbon balance and its response to new-type urbanization: A case of the middle reaches of the Yangtze River Urban …

L Ma, L Xiang, C Wang, N Chen, W Wang - Journal of Cleaner Production, 2022 - Elsevier
In recent years, low-carbon sustainable development has attracted increasing attention
worldwide. However, the spatiotemporal evolution of carbon balance and the impact of various …

City-wide traffic flow forecasting using a deep convolutional neural network

S Sun, H Wu, L Xiang - Sensors, 2020 - mdpi.com
City-wide traffic flow forecasting is a significant function of the Intelligent Transport System (ITS),
which plays an important role in city traffic management and public travel safety. …

Extracting stops from noisy trajectories: A sequence oriented clustering approach

L Xiang, M Gao, T Wu - ISPRS International Journal of Geo-Information, 2016 - mdpi.com
Trajectories, representing the movements of objects in the real world, carry significant stop/move
semantics. The detection of trajectory stops poses a critical problem in the study of …

A mongodb-based management of planar spatial data with a flattened R-tree

L Xiang, J Huang, X Shao, D Wang - ISPRS International Journal of Geo …, 2016 - mdpi.com
This paper addresses how to manage planar spatial data using MongoDB, a popular NoSQL
database characterized as a document-oriented, rich query language and high availability. …

Detecting Turning Relationships and Time Restrictions of OSM Road Intersections from Crowdsourced Trajectories

X Chen, L Xiang, F Jiao, H Wu - ISPRS International Journal of Geo …, 2023 - mdpi.com
OpenStreetMap (OSM) road networks provide public digital maps underlying many spatial
applications such as routing engines and navigation services. However, turning relationships …

Recent progress in taxi trajectory data mining

…, H Rui, YOU Lan, X Longgang - Acta Geodaetica et …, 2019 - xb.chinasmp.com
Abstract: The development of big data technology, internet of thing and precise positioning
has promoted the progress of city perception. The increasing taxi trajectory data not only …

A guided deep learning approach for joint road extraction and intersection detection from RS images and taxi trajectories

Y Li, L Xiang, C Zhang, F Jiao… - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
Automatic extraction of road information based on data-driven methods is significant for
various practical applications. Remote sensing (RS) images and GPS trajectories are two …

Visualization and extraction of trajectory stops based on kernel-density

X Longgang, S Xiaotian - Acta Geodaetica et Cartographica …, 2016 - xb.chinasmp.com
Abstract: Trajectory stops imply important semantic information, and the extraction of trajectory
stops is the premise to carry out advanced Stop/Move analysis. This paper, based on the …

Fusing taxi trajectories and RS images to build road map via DCNN

Y Li, L Xiang, C Zhang, H Wu - IEEE Access, 2019 - ieeexplore.ieee.org
Accurate road maps are fundamental to a wide range of applications, such as navigation,
transportation and urban planning. With the rapid development of Globe Position System (GPS…

Updating road networks by local renewal from GPS trajectories

T Wu, L Xiang, J Gong - ISPRS International Journal of Geo-Information, 2016 - mdpi.com
The long production cycle and huge cost of collecting road network data often leave the data
lagging behind the latest real conditions. However, this situation is rapidly changing as the …