Assessing the conflict nexus of carbon emissions, NEV penetration rate and resource carrying capacity in regional transportation systems

Deep transport decarbonisation is fundamental to dual-carbon targets. Yet, the interplay among carbon emissions, new energy vehicle penetration rate, and regional resource carrying capacity has not been reported. Here, this study develops a three-dimensional analytical framework that integrates these elements to explore their internal conflicts. This approach is applied in an empirical study across 18 prefecture-level cities in Sichuan Province. Conflict intensity was quantified using the Jensen–Shannon divergence, while Bayesian model averaging was applied to identify the dominant drivers. We find that overall conflict intensity has declined across the region, following four distinct patterns. Chengdu follows the low conflict-persistent stability pattern, where the conflict index falls from 0.1864 in 2015 to near zero (0.000053). Suining follows the high-level abrupt decline pattern, where the index drops from a peak of 0.3520–0.1944. Bazhong follows the volatile rebound pattern, where the index first falls from 0.2214 to 0.0476 and then rises to 0.2143. Dazhou follows the moderate-steady decline pattern, with conflict intensity decreasing steadily year by year. The relationship between NEV penetration and conflict intensity is non-linear and characterised by a stage-dependent pattern. Highway passenger and freight volumes are the two most important correlates of conflict intensity, but their effects run in opposite directions. Our findings suggest that reducing regional transport systemic conflicts requires coordinated management of transport demand, rather than reliance on single-dimensional decarbonisation measures. This integrated perspective offers insights for sustainable regional transport policies balancing economic growth and emission mitigation.

Authors

Institutions

Publication Details

Journal
Energy Reports
Published
2026-09-30
DOI
https://doi.org/10.1016/j.egyr.2026.109737
Primary Topic
Environmental Impact and Sustainability
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Assessing the conflict nexus of carbon emissions, NEV penetration rate and resource carrying capacity in regional transportation systems

Ke Pan, Hao Gong, Yan Li, Junwei Zhou et al.
Energy Reports
Environmental Impact and Sustainability
article

Assessing the conflict nexus of carbon emissions, NEV penetration rate and resource carrying capacity in regional transportation systems

Ke Pan, Hao Gong, Yan Li, Junwei Zhou, Yuanyuan Wei, Siqi Li, Songli Zhou
article en

Abstract

Deep transport decarbonisation is fundamental to dual-carbon targets. Yet, the interplay among carbon emissions, new energy vehicle penetration rate, and regional resource carrying capacity has not been reported. Here, this study develops a three-dimensional analytical framework that integrates these elements to explore their internal conflicts. This approach is applied in an empirical study across 18 prefecture-level cities in Sichuan Province. Conflict intensity was quantified using the Jensen–Shannon divergence, while Bayesian model averaging was applied to identify the dominant drivers. We find that overall conflict intensity has declined across the region, following four distinct patterns. Chengdu follows the low conflict-persistent stability pattern, where the conflict index falls from 0.1864 in 2015 to near zero (0.000053). Suining follows the high-level abrupt decline pattern, where the index drops from a peak of 0.3520–0.1944. Bazhong follows the volatile rebound pattern, where the index first falls from 0.2214 to 0.0476 and then rises to 0.2143. Dazhou follows the moderate-steady decline pattern, with conflict intensity decreasing steadily year by year. The relationship between NEV penetration and conflict intensity is non-linear and characterised by a stage-dependent pattern. Highway passenger and freight volumes are the two most important correlates of conflict intensity, but their effects run in opposite directions. Our findings suggest that reducing regional transport systemic conflicts requires coordinated management of transport demand, rather than reliance on single-dimensional decarbonisation measures. This integrated perspective offers insights for sustainable regional transport policies balancing economic growth and emission mitigation.

Energy ReportsVol. 16
Chengdu University of Technology (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 19%
Environmental Impact and Sustainability
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.