A data-driven framework for forecasting the spatial-temporal distribution of energy-use flows in air transportation

Dong, Hanjiang; Cui, Ziyu; Wang, Xiuyuan; Yang, Minkai; Zhu, Jizhong; Yang, Haosen; Chung, Chi-yung; Zhang, Hongcai; Liu, Dundun; Fu, Xiaowen

doi:10.1016/j.xcrp.2026.103339

Public

A data-driven framework for forecasting the spatial-temporal distribution of energy-use flows in air transportation

Published in Cell Reports Physical Science • Jun 1, 2026

Authors:

Hanjiang Dong

Ziyu Cui

Xiuyuan Wang

Abstract

In the Net Zero Emissions by 2050 Scenario, aviation electrification serves as a promising approach to improving energy efficiency and reducing greenhouse gas emissions. We present a data-driven protocol that forecasts the spatiotemporal distribution of energy-use flows across China's air transporta...

Subject

Distribution (mathematics)

Environmental science

Meteorology

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