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Research article

First published 2020-5

Long-term offshore wind power prediction using spatiotemporal kriging: A case study in China’s Guangdong Province

Hongda Hu, Zhiyong Hu, Kaiwen Zhong [...]

Energy Exploration & Exploitation

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Research article

First published 2022-2

Spatiotemporal evolution law and output prediction of construction waste in the People’s Republic of China

Likun Zhao, Yanqi Liu, Junsen Tian

Waste Management & Research: The Journal for a Sustainable Circular Economy

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Research article

First published 2024-12

Short-Term Origin-Destination Demand Prediction Based on Spatiotemporal Encoder-Decoder Network with a Residual Feature Extractor

Xiaohui Zhong, Jinlei Zhang, Qiang Hua [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2024-7

TVGCN: Time-varying graph convolutional networks for multivariate and multifeature spatiotemporal series prediction

Feiyan Sun, Wenning Hao, Ao Zou [...]

Science Progress

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Research article

First published 2025

CSFFN: A cross-spatiotemporal feature fusion network with future interaction for vehicle trajectory prediction

Xiaofeng Yang, Zhi Liu, Miao Xu [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025-2

Graph Convolution Network Combining Spatiotemporal Self-Attention and Mutual Information for Pedestrian-Trajectory Prediction

Chungang Hu, Zhuping Zhou, Zhenlin Yue [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025-7

Attention-Based Spatiotemporal Adaptive Graph Diffusion Convolutional Network For Traffic Flow Prediction

Qiansong He, Dawen Xia, Jianjun Li [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026-2

STGANT: Spatiotemporal Generative Attention Network with Adversarial Training for Intersection Vehicle Trajectory Prediction

Guohua Liang, Jianxu Shi, Yue Liu [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025

ASISTGCRN: A novel approach to traffic prediction using attention-based spatiotemporal graph networks

Fengjing Cai, Yue Wang, Wanghua Yu [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2024-4

Trajectory-Based Spatiotemporal Multi-Task Multi-Graph Network for Traffic State Prediction

Jie Fang, Wentian Chen, Mengyun Xu [...]

Transportation Research Record: Journal of the Transportation Research Board

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