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-reviewedJournalTextile & Leather Review2026#ESGDOI
Multi-Dimensional Assessment of Supply Chain Finance Risks in Fashion Textile and Leather: ESG Integration and Application of AHP-FAHP Method
Xuan Zhang, Zijing Wu, Qiang Li
This study integrates ESG factors into supply chain finance risk assessment for the fashion textile and leather industry using AHP-FAHP. Key risks include high environmental certification costs, social media trend volatility, and NFT valuat…
Peer-reviewedJournalFluid Dynamics & Materials Processing2026#CCUSDOI
A Systematic Review of Multiphase Flow and Phase Change in Cryogenic CH4-CO2 Pipeline Systems
Ting He, Dongmei Chen, Liqiong Chen +2
This review systematically covers gas-liquid-solid multiphase flow and phase change mechanisms in cryogenic CH4-CO2 pipelines, crucial for LNG processing and CCUS networks. It focuses on solid CO2 formation, hydrate crystallization, non-equ…
ConferenceInternational Conference on Computing for Sustainable Global Development2026#Carbon AccountingDOI
AI-Driven Carbon Intensity Forecasting with Green Sliding Window Detection
M. D R, S. S, S. M +3
This paper presents an AI framework using LSTM networks to forecast short-term carbon intensity (CI) of urban grids, converting forecasts into a Carbon Score Index. Industrial facilities can identify low-CI operating windows, achieving 15%+…
Peer-reviewedJournalEnergies2026#HydrogenDOI
GIS-AHP-Based Site Suitability Assessment for Green Hydrogen Production: A Case Study of Lüderitz, Namibia
Ernesto T. O. Samuel, Tom Wanjekeche, Andreas Ndapuka
This study uses an integrated AHP-GIS approach to assess site suitability for large-scale green hydrogen production in Lüderitz, Namibia. Criteria such as solar irradiance, wind speed, land use, and infrastructure proximity were weighted an…
Peer-reviewed🇪🇺 EuropeJournalInformation & Media2026#Disclosure InfrastructureDOI
Quality of Environmental and Social Information Disclosure in Lithuanian Companies
Kristina Rudžionienė, Diana Bachtijeva
This paper evaluates the quality of environmental and social disclosure among large Lithuanian firms from 2017-2024. Content analysis shows a rise in numerical information from 12% to over 70%, indicating that stricter regulation promotes q…
Peer-reviewed🌍 GlobalJournalBusiness Strategy & Development2026#ESGDOI
From Triple Bottom Line to Triple Checks: The Interplay Between
ESG
, Conservatism, and Investor Trust
Suham Cahyono, Ardianto Ardianto, H. Djajadikerta
This study examines the relationship between ESG disclosure and accounting conservatism using a global sample of 13,398 firm-year observations. It finds that higher ESG disclosure is associated with lower conservatism, and investor trust in…
Peer-reviewedJournalWahana Riset Akuntansi2026#ESGDOI
Pengaruh ESG Disclosure dan Sales Growth terhadap Return Saham: Peran Moderasi Ukuran Perusahaan
Supri Yanto, Putri Irmala Sari
This study examines how ESG disclosure and sales growth affect stock returns in Indonesia's non-financial firms, with firm size as a moderator. Results show both ESG disclosure and sales growth positively impact stock returns, and firm size…
Peer-reviewed🌍 GlobalJournalExploring Science Academic Conference Series2026#ESGDOI
A Literature Review of Audit Issues and Improvement Paths in the Context of ESG Information Disclosure
Huixin Feng
This paper reviews the challenges ESG information disclosure poses to traditional audit models, including verification scope, evidence collection, and professional judgment. It proposes improvement paths aligned with regulatory trends like …
Peer-reviewed🌍 GlobalJournalBuilt Environment Project and Asset Management2026#Energy TransitionDOI
Affordable net-zero carbon housing in the Global South: pathways towards a resilient built environment
Dylan Hübner, A. Moghayedi, Kathy Michell
This study investigates how affordable housing in South Africa can transition to net-zero carbon. Using mixed methods including life cycle assessment, it finds that combining passive design with on-site PV can reduce lifecycle emissions by …
IEEE Access2026#Scope 3DOI
ClimateAuditX: A Heterogeneous Graph Neural Network Framework for Carbon Leakage Detection and Scope 3 Emissions Attribution
Nayana Jagadish Raikar, Prasasthi Sanjana Chekuri, R. Prathiksha +3
This paper proposes ClimateAuditX, a heterogeneous graph neural network framework for detecting carbon leakage and attributing Scope 3 emissions across supply chains. By modeling inter-firm transactions as a graph, it traces indirect emissi…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Climate FinanceDOI
Does Climate Finance Accelerate Progress Toward <scp>SDG</scp> 7? Evidence From Low‐and Middle‐Income Countries
Junyi Tian, Guixian Tian
This study evaluates the impact of climate finance on renewable energy transitions in low- and middle-income countries (2002-2022) using MMQR and GMM methods. Results show that climate finance significantly promotes renewable energy adoptio…
Peer-reviewed🇨🇳 ChinaJournalHabitat International2026#Climate ScienceDOI
Predicting multi-scenario land use changes and its carbon emission implications under shared socioeconomic pathways
Xingang Zhou, Cancheng Zeng, Ying Xu +2
This study proposes a model to predict land use changes and associated carbon emissions under multiple Shared Socioeconomic Pathway scenarios. Using Chinese data, it quantifies the impact of different development paths on carbon sinks and e…
Peer-reviewed🇨🇳 ChinaJournalHumanities and Social Sciences Communications2026#Energy TransitionDOI
Does climate policy uncertainty affect energy transition? Fresh policy analysis from China
Yuanyuan Hao, Yifei Jiang
Using Chinese data from 2000-2024, this study applies BMA and ARDL models to examine how climate policy uncertainty affects energy transition. It finds a strong short-term inhibitory effect, but also an indirect promoting effect through str…
Peer-reviewed🇨🇳 ChinaJournalThe International Journal of Life Cycle Assessment2026#Carbon AccountingDOI
Life cycle carbon footprint analysis of power batteries considering changes in electricity mix
Ning Yu, Lan Xia, Zhiyi Ran +1
This study conducts a life cycle carbon footprint analysis of power batteries, incorporating changes in the electricity mix over time. It assesses carbon emissions across the battery's life cycle, from manufacturing to disposal, and evaluat…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#OtherDOI
Bridging the Microbial and Mineral Carbon Pumps: Biochar for Synergistic Soil Carbon Sequestration
Shengman Zhang, Chen Cai, Gao B +6
This review positions biochar as a critical 'bridge' between microbial and mineral carbon pumps for synergistic soil carbon sequestration. Biochar not only provides recalcitrant carbon but also enhances microbial habitats and forms stable o…
Peer-reviewed🇨🇳 ChinaJournalACS Applied Energy Materials2026#CCUSDOI
Light-Driven Microbe−Nanomaterial Hybrids for CO <sub>2</sub> Conversion: Innovations in Synthesis, Materials, Microbial Engineering, and Reactor Design
Han Fu, Zhe Zhao, Genji Yao +3
This review provides a comprehensive framework for solar-driven microbe-nanomaterial hybrids (MNHs) for CO2 conversion, covering the biotic-abiotic interface, photocatalytic materials, microbial engineering, and reactor design. It identifie…
Peer-reviewed🇨🇳 ChinaJournalIOP Conference Series Earth and Environmental Science2026#Carbon AccountingDOI
Assessment of the environmental impact of bio-based construction products in the Belgian context
D Trigaux, L Mouton, E Van de moortel +1
This study assesses the environmental impact of bio-based construction materials in Belgium using LCA. Comparing with conventional materials, it finds that bio-based materials can reduce climate change impacts but may increase other impacts…
Peer-reviewed🇨🇳 ChinaJournalFuture Batteries2026#Energy TransitionDOI
Electrochemical Metallurgy, Energy Storage, and Sustainability
Muya Cai, Hongya Wang, Fengyin Zhou +9
This paper discusses the potential of electrochemical metallurgy powered by renewable energy for metal extraction, reducing CO2 emissions while enabling energy storage. It highlights the growing demand for bulk materials like Fe, Al, Zn, an…
Peer-reviewed🇨🇳 ChinaJournalSustainable Futures2026#Supply ChainDOI
ESG-driven supply chains: A path to energy transition
Yishuang Liu, Xiujie Tan
Using matched supplier-customer data for Chinese A-share manufacturing firms (2009-2021), this study examines whether corporate ESG performance promotes green innovation within firms and across supply chains. It finds that downstream ESG pe…
Peer-reviewed🇨🇳 ChinaJournalSolar Energy2026#Energy TransitionDOI
Investigating rural energy structure transition solutions in plateau mountainous climate regions via field surveys
Zhengfei Zhang, Mengru Ma, Yimin Xiao
This paper explores solutions for transitioning rural energy structures in plateau mountainous climate regions through field surveys. It identifies region-specific challenges and opportunities, offering insights for sustainable energy trans…