GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
Peer-reviewed🇨🇳 ChinaJournalResearch in Transportation Economics2026#Energy TransitionDOI
Strategic metals, rare earths, green transition, and tanker markets: Dynamic connectedness and strategic decision-making
Ersin Firat Akgul, Hercules Haralambides, Emrah AKDAMAR
This study examines the dynamic connectedness between tanker shipping indices (BDTI, BCTI) and strategic metals (lithium, nickel, cobalt) and clean energy ETFs from 2015-2025 using the GR2DC framework. Results show that since 2020, BCTI has…
Peer-reviewed🇨🇳 ChinaJournalCommunications Earth & Environment2026#Renewable EnergyDOI
Global potential of fishery–photovoltaic integration for sustainable energy and climate mitigation
Qiannan Ding, Chunpeng Chen, Ce Zhang +7
This study presents a five-kilometer global spatial assessment of fishery-photovoltaic integration potential across aquaculture ponds and tidal flats. After excluding constrained areas, 43.6% of global pond and tidal-flat area is suitable. …
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#Energy TransitionDOI
Energy–economic transition and total factor productivity: empirical evidence from China
Han Cui, Baoshuai Yao
Using panel data from Chinese prefecture-level cities, this study constructs an energy-economic transition index and examines its impact on total factor productivity via fixed effects and threshold regression. Results show a significant pos…
Peer-reviewed🇨🇳 ChinaJournalApplied Sciences2026#Carbon PricingDOI
Carbon Allowance Price Forecasting Based on a Multi-Scale Decomposition Strategy and a TCN–LSTM Hybrid Model: A Case Study of Hubei Province
Guidan Zhong, Binbin Zhao, Yuan Xue
This paper proposes a short-term carbon allowance price forecasting framework using multi-scale decomposition (CEEMDAN-PSO and VMD) and a TCN-LSTM hybrid model. Transfer entropy identifies causal relationships for series reconstruction. Emp…
Peer-reviewed🇨🇳 ChinaJournalEmerging Markets Finance and Trade2026#Energy TransitionDOI
The Effect of the AI Policy Implementation on Energy Transition in China
Meixian Wang, Yan Su, Meng Qin +1
This paper analyzes the impact of AI policy implementation on energy transition in China. It examines how AI technology adoption contributes to energy efficiency and renewable energy use. The study provides quantitative evaluation and insig…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#Energy TransitionDOI
Effects of new energy vehicle industry policies on manufacturing carbon emission efficiency: evidence from econometrics and doubly robust causal machine learning
Wenxin Liu, Tao Xie
This study examines the impact of new energy vehicle (NEV) industry policies on manufacturing carbon emission efficiency using panel data from 30 Chinese provinces (2010-2023). A hybrid framework combining traditional econometrics and machi…
Peer-reviewed🇨🇳 ChinaJournalBuildings2026#Energy EfficiencyDOI
Energy Retrofit in Historic Buildings: Problems, Strategies, and an Evaluation Framework
Hao Huang, Jianfei Dong, Sheng Huang +1
This review analyzes 318 publications on energy retrofit of historic buildings, summarizing passive and active strategies. It examines carbon accounting methods in life cycle assessment and proposes a multi-objective evaluation framework in…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Renewable EnergyDOI
Lighting the Path to Survival: Investigating the Effect of Renewable Energy on Child Mortality in Africa
Xi Zhang, Arsene Mouongue Kelly
This study examines the effect of renewable energy consumption on neonatal, infant, and under-five mortality across 52 African countries from 2000 to 2022. Using Driscoll-Kraay and IV-GMM estimations, it finds that higher renewable energy a…
Peer-reviewed🇨🇳 ChinaJournalFood and Energy Security2026#Energy TransitionDOI
Off‐Farm Employment and Rural Energy Transitions: A Systematic Review of Pathways and Gaps
Salman Ibn Yasin, Gershom Endelani Mwalupaso, Liu Zhenzhen +3
This systematic review of 34 studies (2015-2024) examines the relationship between off-farm employment and household energy transitions in rural low- and middle-income countries. It finds that off-farm employment generally promotes adoption…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Energy TransitionDOI
The Green Paradox? Exploring the Impact of Climate Policy Uncertainty on Clean Energy Performance for Sustainable Development
Chi Wei Su, Zihan Zhou, Ran Tao +1
This paper examines the impact of global climate policy uncertainty (GCPU) on clean energy market performance (CE) using bootstrap full-sample and sub-sample rolling-window Granger causality tests. Results show a time-varying bidirectional …
Peer-reviewed🇨🇳 ChinaJournalAdvances in Economics Management and Political Sciences2026#ESGDOI
Optimizing Green Portfolios: Navigating the ESG-Risk Paradox in China's New Energy Investments
Qingyang Wang
This paper empirically examines how ESG constraints affect portfolio optimization in China's new energy sector. Using data from 10 major firms (2024-2026) and the Markowitz model, it finds that imposing an ESG≥85 constraint reduces portfoli…
Peer-reviewed🇨🇳 ChinaJournalApplied Energy2026#Energy TransitionDOI
Renewable reshapeability and cost competitiveness of locations in achieving net-zero electricity supply
ZiYi Fu, Haifeng Qiu, Wei Gu +1
This paper analyzes the reshapeability and cost competitiveness of locations for renewable energy in achieving net-zero electricity supply. It evaluates the feasibility and economics of renewables across different sites, providing a framewo…
Peer-reviewed🇨🇳 ChinaJournalMitigation and Adaptation Strategies for Global Change2026#Carbon AccountingDOI
MRV systems for agricultural soil organic carbon in offset markets: methods, uncertainty, and policy
Weihong Wu, Baoyi Lin
This paper analyzes MRV (Monitoring, Reporting, and Verification) systems for agricultural soil organic carbon in offset markets, addressing methodologies, uncertainty, and policy implications. It provides practical insights to enhance the …
Peer-reviewed🇨🇳 ChinaJournalIndustria Textila2026#Carbon AccountingDOI
A literature review of textile industry carbon emissions research: research hotspots, themes and emerging trends
Xu Chen, XUFENG WU, Peihua Han +1
This bibliometric review of textile industry carbon emissions (2005-2025) from Web of Science shows exponential growth since 2012, concentration in environmental journals, and rising focus on clean production and circular economy models, po…
Peer-reviewed🇨🇳 ChinaJournalApplied and Computational Engineering2026#Renewable EnergyDOI
Application of Power Electronics Technology in New Energy Power Generation
Zixin Ding
This paper systematically reviews the application of power electronics technology in new energy power generation such as wind and solar, in the context of China's carbon peak and neutrality targets. It identifies challenges including grid i…
Peer-reviewed🇨🇳 ChinaJournalFractal and Fractional2026#Carbon PricingDOI
Multifractal Dynamics and Spillover Effects Between China’s Carbon and Energy Markets Under Policy Shocks
Tian Zhang, Shaohui Zou
This study analyzes China's carbon and energy markets (coal, electricity, new energy) from July 2021 to January 2026, examining how policy interventions affect volatility spillovers and dynamic correlations. Using GARCH-DCC and rolling-wind…
Peer-reviewed🇨🇳 ChinaJournalAdvances in Economics Management and Political Sciences2026#Energy TransitionDOI
The Impact of Digitalization on Household Carbon Emissions: Evidence from the CFPS Database
Hui Li
Using panel data from the China Family Panel Studies (CFPS) and macroeconomic indicators, this study finds that digitalization significantly reduces per capita household carbon emissions. However, it creates a differentiation effect: direct…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Energy TransitionDOI
When Distributed Energy Becomes Governable: A Perspective on Coordination and Aggregation in Energy Transitions
Liu H, Wei Li, Hengxu Zhang
This Perspective develops an interpretive elaboration of the Cyber–Physical–Social Systems in Energy (CPSSE) framework to understand how distributed energy becomes governable. It introduces a vocabulary linking uncertainty, staged coordinat…
Peer-reviewed🇨🇳 ChinaJournalEarth s Future2026#Renewable EnergyDOI
Socioeconomic Disparities in Climate Change‐Induced Compound Energy Droughts in China
Licheng Wang, Yawen Liu, Xin Huang +2
China's carbon neutrality goal requires a shift to solar and wind, but compound low-solar and low-wind (LSLW) energy droughts pose risks. This study analyzes socioeconomic exposure to LSLW extremes under future climate scenarios, finding th…
Peer-reviewed🇨🇳 ChinaJournalCorporate Social Responsibility and Environmental Management2026#ESGDOI
External Climate Information Pressure and Corporate <scp>ESG</scp> Performance: How Public Climate Risk Attention Shapes Sustainability Strategy
Xiaodong Yang, Grzegorz Mentel, U. Shahzad +2
Using panel data from Chinese non-financial A-share listed firms (2011-2023), this study empirically shows that heightened public climate risk attention significantly improves corporate ESG performance. The effect is strengthened by female …