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🇨🇳 ChinaJournalForests2026#Climate ScienceDOI
Spatiotemporal Patterns of Carbon Storage in Hainan Bamen Bay Mangroves Based on a Decision Tree Classification
Yiwen Wang, Xiyu Guo, Hui Zhu +1
This study used a decision tree method to map mangroves in Hainan Bamen Bay with high accuracy, analyzing spatiotemporal dynamics and carbon storage from 2000 to 2020. Results show significant mangrove expansion and increased carbon storage…
Peer-reviewed🇨🇳 ChinaJournalLand2026#Carbon AccountingDOI
Spatiotemporal Dynamics and Multi-Scenario Simulations of Land-Use Carbon Emissions and Carbon Storage in Xinjiang Under SSP-RCP Scenarios Using the SD-PLUS-InVEST Model
Jianqiang Li, Feiyun Zhang, Ao Ma +3
This study evaluates spatiotemporal dynamics of land-use carbon emissions and storage in Xinjiang using an integrated SD-PLUS-InVEST model. Historical trends (2000-2020) are analyzed, and future scenarios (2021-2060) under multiple SSP-RCP …
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Supply ChainDOI
City-Level Nexus of Embodied Waste Carbon in China
Wen Fang, Xiaoyu Wang, Lei Ye +8
This study provides a novel city-level assessment of the coupling coordination between waste and carbon emissions in China. Megalopolises outsource waste and carbon but maintain high coordination. Consumption-based coordination is 20.4-68.8…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#GreenwashingDOI
Climate Risk and Corporate Green Innovation Bubbles: Evidence from China
Xing Bao, Xi Zhang
This study finds that climate risk significantly increases corporate green innovation bubbles (decoupling between patent quantity and quality) among Chinese listed firms. The effect is driven by increased green investor attention, ESG ratin…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#Renewable EnergyDOI
Research on photovoltaic power generation based on multi-dimensional indicators and models
Pengying Fan, Zhenlin Chen, Yile Wang
This study develops an integrated framework for PV power forecasting, optimization, and carbon assessment using PCA, t-SNE, and PSO. It finds that a 1% increase in PV generation could reduce China's power sector carbon emissions by 2.05% by…
Peer-reviewed🇨🇳 ChinaJournalJournal of Mining and Geotechnical Engineering2026#Energy TransitionDOI
ENERGY-INFRASTRUCTURE MODELS FOR THE INTEGRATION OF DATA PROCESSING CENTERS INTO THE INDUSTRIAL COMPLEX OF COAL REGIONS
Kirill A. Varnavsky, Alexander N. Ermakov, Arina D. Smirnova +4
This study proposes an energy-infrastructure model for integrating data centers into coal regions to address structural crisis in coal industry. It utilizes methane from degasification for power generation and combines renewable energy sour…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Energy EfficiencyDOI
Non-Intrusive Load Monitoring: A Systematic Review of Methods, Scenario-Specific Challenges, and Pathways to Practical Deployment
Haotian Xiang, Wenjing Su, Yi Zong
This paper systematically reviews event-based and state-based NILM methods, focusing on challenges such as real-time feedback, energy efficiency optimization, and demand response. It discusses cross-cutting issues like data quality and algo…
Peer-reviewed🇨🇳 ChinaJournalAdvances in Economics Management and Political Sciences2026#PolicyDOI
The Driving Effect of Provincial Dual-Carbon Policy Mix on Green Transition — A Case Study on the Pathways of Corporate Business Model Reconfiguration
Yalin Huang
This study uses a multi-case comparison of three Chinese firms to analyze how provincial dual-carbon policy mixes (regulatory constraints, market incentives, innovation guidance) drive corporate green transition. Findings show that differen…
Peer-reviewed🇨🇳 ChinaJournalEconomic Modelling2026#Energy TransitionDOI
Impacts of energy transition on economic dynamics and environmental benefits under distributive justice: A stock–flow consistent approach
Jingyuan Wang, Shuli Yan, Liangpeng Wu
This study uses a stock-flow consistent approach to analyze the impacts of energy transition on economic dynamics and environmental benefits under distributive justice. Through model simulations, it reveals the relationship between energy t…
Peer-reviewed🇨🇳 ChinaJournalCommunications Materials2026#Energy TransitionDOI
Sulfur cathodes for next-generation batteries
Alessandra Manzini, Irina Martynova, Jing Yu +6
This review critically assesses sulfur-based conversion cathodes for next-generation batteries, bridging laboratory research and practical manufacturing. It analyzes failure mechanisms under realistic conditions such as high sulfur loading …
Peer-reviewed🇨🇳 ChinaJournalTheoretical and Applied Climatology2026#Energy TransitionDOI
Exploring the interconnections among natural resources, economic growth, energy use, and carbon emissions across West African Nations
Priscilla Nyamekye Abban, Tian Ze, Josephine Elom Baham +2
This study empirically examines the interconnections between natural resources, economic growth, energy use, and carbon emissions across West African nations. The findings may inform policy on sustainable development and decarbonization in …
Peer-reviewed🇨🇳 ChinaJournalChemistry - A European Journal2026#Renewable EnergyDOI
High‐Energy‐Density Redox Flow Batteries: Mechanisms, Design Strategies, and Recent Progress
xiaolian zhao, Jiaxin Yu, Nannan Jia +6
This review summarizes recent progress in high-energy-density redox flow batteries, detailing three core strategies: broadening voltage window, multi-electron transfer, and high-concentration electrolytes. It emphasizes the critical role of…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Modeling the Land-Use-Driven Energy Consumption Nexus in Shaanxi Province, China: A Digital Approach Integrating Machine Learning and Spatial Simulation
Li Liu, Xiaohu Yang
This study integrates Random Forest (R²=0.95/0.91 for training/testing) and PLUS simulation (82.5% accuracy for industrial land) to quantify land-use-energy dynamics in Shaanxi, China (2005-2030). Key findings: socioeconomic factors drive l…
Peer-reviewed🇨🇳 ChinaJournalTransactions in Energy and Sustainability2026#Energy TransitionDOI
Photovoltaic anxiety? Sentiment analysis based on online comments in residential photovoltaic power generation
Min Wei
Analyzes 2371 online comments on residential PV in China. Positive sentiment 65.71%, negative 19.20%, but intensity analysis shows weak positive and stronger negative emotions. Key concerns: contracts, fraud, radiation. Recommends standardi…
Peer-reviewed🇨🇳 ChinaJournalCommunications Earth & Environment2026#Energy TransitionDOI
Promoting just energy transition in ecologically fragile areas of China through a rural household survey
Haoming Xia, Zhiyu Chen, Jonathan Y.S. Leung +7
This study uses a rural household survey in China to reveal disparities in energy transition, energy poverty, and energy inequality among different groups. Small, low-income households and those from the Loess Plateau suffer disproportionat…
Peer-reviewed🇨🇳 ChinaJournalGeoeconomics of Energetics2026#Energy TransitionDOI
Regional Energy Integration in Southeast Asia: from Bilateral Projects to a Common Energy Market
Andrey Kulikov, E. N. Nikitin
This paper analyzes the development of regional energy integration in ASEAN, focusing on the shift from bilateral to multilateral mechanisms. It examines the ASEAN Power Grid and Trans-ASEAN Gas Pipeline as key infrastructures for decarboni…
Peer-reviewed🇨🇳 ChinaJournalApplied Sciences2026#Carbon AccountingDOI
Optimizing Carbon Emission Reduction Pathways in Prefabricated Building Materialization Stages: A Cloud Entropy and NK Model Approach
Daopeng Wang, Huan Liu, Jiaming Xu +2
This study investigates influencing factors and optimization pathways for embodied carbon emissions in prefabricated building materialization. Using field data from a large precast factory in western China, it develops a cloud entropy model…
Peer-reviewed🇨🇳 ChinaJournalSAE technical papers on CD-ROM/SAE technical paper series2026#Energy TransitionDOI
Generative Agents for High-Fidelity Simulation of Community-Scale Mobility and Energy Behavior
Yongjian Chen, Zhi Yang, Shiqi Ou
This paper proposes the Hierarchical Generative Agent-based Simulation Framework (HGA-Sim) that uses large language models to autonomously generate agents with diverse personality traits for realistic simulation of human behavior in mobilit…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Supply ChainDOI
Climate Risk Attention and Value Chain Upgrading: A Multi-Network Embedding Perspective
Yiming Tong, Deheng Xiao
Using panel data on Chinese A-share listed firms from 2008 to 2024, this study finds that firms' climate risk attention (CRA) significantly promotes value chain upgrading (VCU). The effect operates through embedding into green R&D, green in…
Peer-reviewed🇨🇳 ChinaJournalJournal of Asian Economics2026#Energy TransitionDOI
Managing climate transition risks: The role of nested LPPAs in stabilizing green electricity retailers' revenue
Xiaobao Yu, Jialong Jin, Wei Wang
This paper analyzes how nested long-term power purchase agreements (LPPAs) can stabilize revenue for green electricity retailers, thereby managing climate transition risks. It proposes a mechanism to mitigate volatility in renewable energy …