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-reviewedJournalJournal of Deep Learning Computer Vision and Digital Image Processing2026#AI × ESGDOI
Design and Implementation of a Dual-LLM Prescriptive ESG Reporting System in the Indonesian Palm Oil Industry
Niko Firzi Anansyah, Ratu Mutiara Siregar, Andi Prayogi +1
This study develops an automated ESG reporting system for the palm oil industry using a dual-LLM architecture (Groq Llama 3 primary, Gemini backup). It introduces a programmatic constraint that caps the ESG score at 50 if Ganoderma infectio…
Peer-reviewed🇨🇳 ChinaJournalFinance research letters2026#Transition FinanceDOI
Seeing Is Believing? Visual-textual consistency in ESG reports and the cost of green bonds
Zhenhan Hong, Yue Pan, Xiangyang Zhao
This paper examines how the consistency between visual and textual content in ESG reports affects the cost of green bonds. It finds that higher visual-textual consistency is associated with lower green bond yield spreads, indicating reduced…
Peer-reviewedJournalTrending Jurnal Manajemen dan Ekonomi2026#ESGDOI
The Role of Sustainability Reporting in Enhancing Corporate Transparency and Firm Value in the ESG Era
Nur Abdillah, Warsino Warsino, Ni Nengah Citra Dwi Anggraeni +1
This study examines the role of sustainability reporting in enhancing corporate transparency and firm value among 120 non-financial Indonesian firms from 2020-2024. Using panel data regression, it finds that sustainability reporting positiv…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#ESGDOI
SUSTAINABILITY REPORTING AND ESG AUDITING: EMERGING TRENDS IN CORPORATE ACCOUNTABILITY
Turabekov Bekali Shavkat ugli
This paper provides a systematic review of emerging trends in sustainability reporting and ESG auditing. It examines the shift from voluntary to mandatory disclosure, the growing importance of independent assurance, and the role of digital …
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Disclosure InfrastructureDOI
SUSTAINABILITY REPORTING AND ESG AUDITING: EMERGING TRENDS IN CORPORATE ACCOUNTABILITY
Turabekov Bekali Shavkat ugli
This paper reviews emerging trends in sustainability reporting and ESG auditing, highlighting the shift from voluntary to mandatory disclosure and the increased importance of independent assurance. It argues that digital technologies, integ…
Peer-reviewed🇪🇺 EuropeJournalEnergy Policy2026#Energy TransitionDOI
Optimizing biomass and electricity allocation through comparative advantage: extending the merit-order logic from cost to efficiency
Jean-Baptiste Jarin, Michael Hamwi, Iban Lizarralde
This study develops a framework based on comparative advantage to optimize allocation of lignocellulosic biomass and low-carbon electricity between heating and mobility. It finds that electricity's comparative advantage is over three times …
Peer-reviewed🌍 GlobalJournalManagement of Environmental Quality An International Journal2026#PolicyDOI
Basket of environmental (de)merits of the BRICS and eBRICS states
Ali Çeli̇k, Kayode Kolawole Eluwole, Andrew Adewale Alola +2
This study econometrically analyzes drivers of carbon emissions for BRICS and extended BRICS (eBRICS) from 1995 to 2021. It finds that only primary energy usage increases emissions in BRICS, while in eBRICS primary energy, economic growth, …
JournalOpenMETU (Middle East Technical University)2026#Carbon Accounting
Net sıfır karbon bina hedeflerine ulaşmak için şebeke ve mikro üretim yöntemlerinin yaşam döngü etkileri
Enes İnceöz
This paper quantifies true operational carbon emissions of a building by including embodied emissions of electricity infrastructure through life cycle assessment. Using a case office building in Ankara, Turkey, it evaluates grid electricity…
Peer-reviewed🇪🇺 EuropeJournalSustainable Development2026#Energy TransitionDOI
The Macro Vulnerabilities to the Clean Energy Transition: An Empirical Assessment
Helena Domínguez‐Torres
This study analyzes how macro-level political, economic, social, and technological factors jointly shape wind, solar, and hydropower deployment in EU countries across four distinct economic periods (2008-2022). Using fsQCA, it finds that ma…
Peer-reviewedCNJournalAdvances in Climate Change Research2026#Energy TransitionDOI
Green energy transition in China’s primary aluminum industry: Economic evaluation and pathways
Dong-Yu ZHANG, Hui-Min Qian, Ying CAO
This study economically evaluates green energy transition pathways in China's primary aluminum industry, assessing costs and benefits to inform policy and industrial strategy.
🌍 GlobalJournalWestern Sydney University ResearchDirect2026#Energy EfficiencyDOI
Development of stakeholder partnership management framework for net zero carbon building whole lifecycle
Justina Falana
This paper proposes a stakeholder partnership management framework for the whole lifecycle of net zero carbon buildings (NZCBs). Using agent-based modeling and simulation, it highlights the importance of consistent partnerships among key st…
Peer-reviewed🇪🇺 EuropeJournalEnergy Sustainability and Society2026#Carbon PricingDOI
Decoupling dynamics: how pricing strategies influence growth and carbon emissions in Europe
Zhouding Liu, Sareer Ahmad, Sher Khan
This study examines the impact of carbon pricing and non-carbon pricing (renewable energy) policies on decoupling economic growth from carbon emissions in the EU. Decoupling analysis shows strong and weak decoupling effects in most years, w…
Peer-reviewed🇺🇸 USAJournalEnvironmental Research Letters2026#Energy TransitionDOI
The state of energy transition research and the need for fossil phase-out: evidence from <i>Environmental Research Letters</i>
Emily Grubert
This paper reviews the literature on energy transition, emphasizing the need for fossil fuel phase-out. Analyzing studies from Environmental Research Letters, it provides an overview of progress and challenges in energy transition, offering…
Peer-reviewedJournalLand Use Policy2026#PolicyDOI
A land management, biodiversity preservation, and climate change mitigation analysis in Brazil
GUSTAVO DA SILVEIRA SCHIAVO, Annibal Scavarda, Virgínia Bodolica +2
This study evaluates Brazil's progress on SDG 13 (Climate Action) and SDG 15 (Life on Land) by analyzing government actions against the mitigation hierarchy (avoidance, minimization, restoration, offsetting, enhancement). Findings show a st…
Peer-reviewed🌍 GlobalJournalSustainability2026#Carbon AccountingDOI
Cradle-to-Gate Life Cycle Assessment of Industrial Lyocell Fiber Production in Türkiye: A Site-Specific Case Study
Olgaç Sürmelihindi, Fatih Balcı
This study evaluates the cradle-to-gate environmental impacts of industrial lyocell fiber production in Türkiye using site-specific data. Climate change, fossil resource use, freshwater use, and land use are key categories, with a GWP of 4.…
Peer-reviewedJournalJournal of Forest and Livelihood2026#OtherDOI
Challenges and opportunities in forest fire management in Nepal: An economic perspective
Rajesh Kumar Rai
This paper argues that forest fires in Nepal are driven by economic and institutional failures in forest management, not just climate change and negligence. Underutilization of biomass and fuel accumulation lead to intense fires, and preven…
Peer-reviewed🌍 GlobalJournalEnergies2026#Energy TransitionDOI
Residential Energy Research: Twenty Years On
Tracey Crosbie
This perspective revisits a 2006 argument that residential energy research was overly focused on quantitative and technical analyses. Despite advances in metering and modeling, the author finds that qualitative and social dimensions remain …
Peer-reviewed🇪🇺 EuropeJournalPoljoprivreda2026#Renewable EnergyDOI
Potential of Giant Reed (Arundo donax L.) in Climate Change Mitigation
Darìja Bilandžija, Nikola Bilandžija, Hana Štrbenac
This study investigated carbon and nitrogen sequestration in above-ground biomass of giant reed (Arundo donax L.), an energy crop, over two years on Pag Island, Croatia. Dry matter yield ranged from 23.7-30.2 t ha-1, carbon content 43.2-47.…
🌍 GlobalJournalEnergy geoscience conference series.2026#Energy TransitionDOI
Energy Geoscience Conference 1 Powering the energy transition through subsurface collaboration
G. Goffey, C. Gill, J. R. Underhill
This paper describes the rationale and history of the Energy Geoscience Conference (EGC) series, which evolved from the Petroleum Geoscience Conference. EGC1 was held in May 2023 with over 630 delegates, aiming to advance the energy transit…
Peer-reviewed🇺🇸 USAJournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
Project-to-system circularity framework: Integrating mechanistic, institutional, and contextual dimensions to enable resource-regenerative renewable energy transitions
Parisa Hosseini
This paper proposes a framework to enable resource-regenerative renewable energy transitions by integrating mechanistic, institutional, and contextual dimensions, focusing on scaling circularity from project to system level. Likely based on…