High-Resolution Traffic Flow Prediction and Vehicle Emission Inventory Estimation for Chinese Cities Using Geo-Spatial Data of Jinan City, China

Motor vehicle emissions are a major air quality concern in Chinese cities. However, traditional population-based emission inventory methods fail to capture the spatial and temporal variations in emissions for effective policy design. This study proposes a high-resolution approach for traffic flow pr...

詳細記述

書誌詳細

出版年:	Atmosphere
主要な著者:	Xuejun Yan, Qi Yang, Jingyang Fan, Ziyuan Cai, Pan Wang, Xiuli Zhang, Hengzhi Wang, Chenxi Zhu, Dongquan He, Chunxiao Hao
フォーマット:	論文
言語:	英語
出版事項:	MDPI AG 2025-10-01
主題:	vehicle emission inventory traffic flow prediction geo-spatial data spatial analysis random forest
オンライン･アクセス:	https://www.mdpi.com/2073-4433/16/10/1213