GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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-reviewedCNJournalJournal of Environmental Science2026#Carbon AccountingDOI
Port emission inventory: Technical progress and construction of a handling process-based framework.
Tian-Jiao Dai, Zhanjiu Hao, Junfeng Chen +5
This paper reviews three decades of port emission inventory methods, tracing the shift from top-down fuel-based and bottom-up power-based approaches to high-resolution dynamic methods using multi-source data fusion. It identifies key limita…
Peer-reviewedCNJournalAdvances in Economics, Management and Political Sciences2026#Scope 3DOI
Supply Chain Design and Optimization Strategies under Carbon Tariffs
Jing-Wei Liang
Framing CBAM as a shift from cost to green competition, the paper builds a Scope 1/2/3 supply-chain framework and compares Apple and BYD across four strategy dimensions. CBAM imposes heavy compliance costs but also opens strategic opportuni…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
End-of-Life Recycling of New Energy Equipment: Challenges, Policy Frameworks, and Circular Economy Pathways—A Case Study of Henan Province, China
Qianqian Xue, Shuoshuo Zhao, Changyu Zhou +1
This study combines material flow analysis, LCA, and policy text analysis to compare end-of-life management of EV batteries, PV modules, and wind blades across China, the EU, and Japan. Global 'new trio' waste is projected to exceed 16.7 Mt…
Preprint🌍 GlobalZenodo2026#HydrogenDOI
Multi-model assessment of global hydrogen trade under Paris-aligned scenarios
Fakhreddine, Jana, Joshi, Siddharth, Cassamassima, Luca +4
A multi-model intercomparison (TIAM-UCL and MESSAGEix) of global hydrogen trade across six Paris-aligned 1.5°C and 2°C scenarios. Trade is essential to scale the hydrogen economy: intra-regional pipelines reach 3–22 EJ/yr by 2050, while int…
🌍 GlobalDatasetZenodo2026#SBT/SBTiDOI
SBTN Land v2 - Land Environmental Assessment Factors (LEAFs)
Loyola Angosto, Cristobal
A dataset of Land Environmental Assessment Factors (LEAFs) supporting SBTN Land v2, covering soil organic carbon, soil erosion, and terrestrial acidification. Factors are provided as rasters, geopackages aggregated at ecoregion, sub-country…
Peer-reviewed🌍 GlobalJournalSpringer Link (Chiba Institute of Technology)2026#ESGDOI
Do Environmental Certifications Improve ESG Performance? An Empirical Analysis of Carbon Emission Disclosures and ESG Performance in an Emerging Market
Putra Wuna, Badingatus Solikhah, Siew H. Chan
Using 32,005 firm-year observations from Taiwan's TEJ database (2019–2024), this study examines how ESG scores relate to the transparency of Scope 1, 2, and 3 carbon disclosures among TWSE and OTC listed non-financial firms. While Scope 1 a…
Peer-reviewed🌍 GlobalJournalSustainable Production and Consumption2026#Carbon AccountingDOI
Effects of a carbon footprint calculator intervention on consumption and citizenship intentions and policy support: A randomised experiment
Ryu Koide, Hide‐Fumi Yokoo, Ryo Tajima +5
A randomised experiment testing whether a carbon footprint calculator intervention shifts consumption behaviour, citizenship intentions, and support for climate policy. It offers causal evidence on whether personal carbon-footprint tools ac…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
Transitioning Away from Fossil Fuels in Paris-aligned Mitigation Pathways: A Policy Brief from the Science Panel for the Global Energy Transition
Luderer, Gunnar, Riahi, Keywan, Mathur, Ritu +5
First policy brief from the Science Panel for the Global Energy Transition. Using Paris-aligned modelled pathways reflecting 2025 emissions trends and clean technology status, it sets quantitative milestones for the fossil fuel transition—d…
Peer-reviewed🇨🇳 ChinaJournalJournal of Cleaner Production2026#Energy TransitionDOI
Macroeconomic impacts of regional low-carbon power trade in Northeast Asia: a linked CGE–power-system analysis
Yong-Gun Kim, Haein Kim, Tae Yong Jung +2
This study links a computable general equilibrium model with a power-system model to assess how regional low-carbon power trade in Northeast Asia affects national macroeconomies. It quantifies the economic effects and policy implications of…
Peer-reviewed🇨🇳 ChinaJournalJournal of innovation and development2026#AI × ESGDOI
Climatiq AI Carbon Computing Capabilities and Customer Enterprise Scope 3 Emission Reduction Potential Identification—a Single-Case Process Tracking Based on Climatiq Embedded in The Thyssenkrupp Rasselstein Logistics Process via Celonis.
Zeyu Wang
This paper analyzes how Climatiq's AI carbon computing capabilities are translated into thyssenkrupp Rasselstein's transport and procurement processes via the Celonis platform, supporting Scope 3 emission reduction potential identification.…
Peer-reviewed🌍 GlobalJournalDiscover Sustainability2026#Carbon AccountingDOI
A systematic review of corporate carbon accounting practices and performance for advancing climate accountability and low-carbon transitions
Hussein H. Sharaf-Addin, Ahmed Abdullah Saad Al-Dhubaibi
A PRISMA-based systematic review synthesizing 163 studies (2005–2025) on corporate carbon accounting. The GHG Protocol dominates practice but methodological variation persists; Scope 3, though 70–90% of footprints, remains critically underr…
Peer-reviewed🌍 GlobalJournalBusiness Strategy and the Environment2026#AI × ESGDOI
Generative AI in ESG Reporting: A Case Study and Process Framework
Nitin Singh, Kee‐hung Lai, Zuopeng Zhang
This study examines how firms can use generative AI to create value in ESG reporting. It finds GenAI drives digital innovation via automated data extraction, accelerated analytics and dynamic reporting, enhances stakeholder engagement by in…
🇪🇺 EuropeDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Data supporting the article "Inaccuracy of historical deforestation baselines poses risks for jurisdictional carbon crediting"
Lambert Schneider, Sophia Lauer
This dataset supports a study quantifying how inaccuracies in historical deforestation baselines create risks for jurisdictional carbon crediting. It shows that baseline errors can lead to over-issuance and reduced environmental integrity. …
Peer-reviewed🌍 GlobalJournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
Marginal carbon impacts and energy contributions of low-grade wood biomass in optimized supply chains
YangYu You, Takuyuki Yoshioka, Hyun Bae Kim
This study examines the marginal carbon impacts and energy contributions of low-grade wood biomass within optimized supply chains. It assesses how supply-chain design choices shape the decarbonization value of biomass use. Without an abstra…
Preprint🇪🇺 EuropeZenodo2026#AI × ESGDOI
Replication package for "Beyond Reported Emissions: Uncovering Hidden Corporate Carbon Footprints"
Pothin, Florian, Rondeau, Fabien, Razafindrabe, Tovonony +1
This replication package accompanies a study that corrects corporate Scope 3 disclosures category by category across the 15 GHG Protocol categories. Each firm report is classified as activity exclusion, boundary incompleteness, or sound dis…
Peer-reviewed🌍 GlobalJournalEuropean Financial Management2026#Climate FinanceDOI
A Cross‐Country Study of Carbon Risk and Financial Constraints: The Role of Carbon Disclosure Quality
Sudipta Bose, Farhana Islam, Kristina Minnick +2
Using 16,274 firm-year observations from 50 countries (2007–2023), this study shows that higher firm-level carbon risk is associated with greater financial constraints. High-quality carbon disclosure weakens this link by reducing informatio…
Preprint🇪🇺 EuropeZenodo2026#HydrogenDOI
D5.4 - Scale-up of the integrated NET-Fuels technology system for industrial level
Fraunhofer Institute for Environmental, Safety and Energy Technology UMSICHT
This deliverable translates NET-Fuels pilot results into two industrial-scale reference concepts, providing engineering and economic assessments. It evaluates two brownfield integration cases—a refinery/wood residue case and a biogas/digest…
Preprint🌍 GlobalEarthArXiv2026#Scope 3DOI
A global life-cycle inventory database of deforestation area and emissions for agricultural products
Persson, U. Martin, Singh, Chandrakant, Kastner, Thomas +3
A harmonized life-cycle inventory database covering 183 agricultural commodities across 179 countries (2005–2024), conforming to the new GHG Protocol Land Sector and Removals Standard. Footprints vary by orders of magnitude, driven mainly b…
🌍 GlobalDatasetZenodo2026#AI × ESGDOI
Supplementary material, data and code for: Layered indicators for comparable and assurable aviation Scope 3 emissions
Erofeev, Yury, Majer, Stefan, Thrän, Daniela
This deposit accompanies a paper validating a layered indicator specification for corporate aviation Scope 3 (Category 6) reporting. It contains anonymised data from a two-round modified Policy Delphi (N=211; N=172 matched), all analysis ou…
Preprint🇨🇳 ChinaarXiv (Cornell University)2026#Energy TransitionDOI
Commercial building decarbonization across countries: Future emission trajectories and mitigation priorities
Qinwen Tang, Tianyi Wang, Nan Zhou +1
Combining a Kaya-based emission model with Monte Carlo uncertainty analysis, this study projects operational carbon trajectories for commercial buildings across 16 countries from 2024 to 2060. China's emissions peak around 2033 at 1,150 MtC…