City-Wide Traffic Flow Forecasting Using a Deep Convolutional Neural Network

Shangyu Sun, Huayi Wu, Longgang Xiang

Sensors

Intelligent Traffic ManagementSpatiotemporal DiagnosticsMachine LearningData ScienceEngineering +12

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

Le Ma, Longgang Xiang, Chao Wang, +2

Journal of Cleaner Production

Urban Land UseUrban GeographyGeographyUrban Carbon BalanceUrban Development +7

Extracting Stops from Noisy Trajectories: A Sequence Oriented Clustering Approach

Longgang Xiang, Meng Gao, Tao Wu

ISPRS International Journal of Geo-Information

Trajectory StopsEngineeringData ScienceData MiningPattern Recognition +12

A Guided Deep Learning Approach for Joint Road Extraction and Intersection Detection From RS Images and Taxi Trajectories

Yali Li, Longgang Xiang, Zhang Cai-li, +2

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

EngineeringMulti-sensor Information FusionMulti-image FusionTaxi TrajectoriesRoad Information +18

Updating Road Networks by Local Renewal from GPS Trajectories

Tao Wu, Longgang Xiang, Jianya Gong

ISPRS International Journal of Geo-Information

Transport Network AnalysisEngineeringData ScienceSmart CityGps Trajectories +13

Fusing Taxi Trajectories and RS Images to Build Road Map via DCNN

Yali Li, Longgang Xiang, Zhang Cai-li, +1

IEEE Access

Geometric LearningTransport Network AnalysisEngineeringMachine LearningPoint Cloud Processing +18

Multi-source geospatial information integration and sharing in Virtual Globes

Jianya Gong, Longgang Xiang, Jing Chen, +1

Science in China. Series E, Technological sciences/Science in China. Series E, Technological Sciences

CartographyGeospatial SemanticsVirtual GlobesData ScienceVolunteered Geographic Information +4

Chinese cities show different trend toward carbon peak

Le Ma, Chao Wang, Longgang Xiang, +3

The Science of The Total Environment

Urban GeographyChinese CitiesGeographyAir QualityEmission Reduction +2

A MongoDB-Based Management of Planar Spatial Data with a Flattened R-Tree

Longgang Xiang, Huang Juntao, Xiaotian Shao, +1

ISPRS International Journal of Geo-Information

EngineeringPlanar Spatial DataSemantic WebSpatiotemporal DatabaseDatabase System +18

Charging Stations Selection Using a Graph Convolutional Network from Geographic Grid

Jianxin Qin, Jing Qiu, Yating Chen, +2

Sustainability