Spatiotemporal adaptive attention graph convolution network for city-level air quality prediction

Abstract Air pollution is a leading cause of human diseases. Accurate air quality predictions are critical to human health. However, it is difficult to extract spatiotemporal features among complex spatiotemporal dependencies effectively. Most existing methods focus on constructing multiple spatial...

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Bibliographic Details
Main Authors: Hexiang Liu, Qilong Han, Hui Sun, Jingyu Sheng, Ziyu Yang
Format: Article
Language:English
Published: Nature Portfolio 2023-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-39286-0