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-reviewed🇨🇳 ChinaJournalDiscover Environment2026#Climate ScienceDOI
Study on land-use change (LUC)-induced carbon emissions
Liaofu Luo, Jun Lv
Land-use change (LUC) carbon emissions (E_LUC) account for about one-third of anthropogenic emissions since industrialization. This study simulates annual E_LUC globally and in China, identifying three phases: increase before 1913, transiti…
PreprintZenodo2026#Energy TransitionDOI
Beyond the Blend: A Review of the Systemic Challenges to Implementing Indonesia's B50 Biodiesel Programme
Loso Judijanto
Indonesia's B50 biodiesel programme, launched in July 2026, aims to replace petroleum diesel with domestically produced biofuel. This integrative review identifies nine interconnected challenge domains, arguing that the main risk is the mig…
🇪🇺 EuropeDatasetZenodo2026#CCUSDOI
Multimodal CO₂ Transport Network Optimization for North Rhine-Westphalia — Results Dataset
Lütz, Luna, Neuwirth, Marius, Fleiter, Tobias
This dataset provides the optimization results for a multimodal CO2 transport network in North Rhine-Westphalia, determining least-cost routes to geological storage via pipeline, rail, truck, barge, and tanker. It covers 11 scenarios with n…
🇪🇺 EuropeDatasetZenodo2026#HydrogenDOI
Trade‑based assessment of value‑chain vulnerability in green hydrogen production - Numerical results
Bianchi, Marco
This dataset provides numerical results from a trade-based assessment of value-chain vulnerability in green hydrogen production. It quantifies vulnerability indicators at product, stage, and system levels, enabling detailed risk analysis ac…
DatasetZenodo2026#Disclosure InfrastructureDOI
Public disclosure record of Canadian carbon storage: Alberta registry census, tonnage series and disclosure funnel
Perazich, Milan
A systematic census of Canada's public CO2 storage disclosures, focusing on Alberta's regulatory documents. It classifies the legal bases for publication and identifies vulnerabilities where disclosure could be withdrawn, plus non-public in…
Preprint🇪🇺 EuropeZenodo2026#CCUSDOI
Subsurface Data Integration: The Missing Consistency Layer
Bourassi, Jihad
This strategic note proposes a novel research direction in heterogeneous data fusion for 3D subsurface modeling. Current platforms assume data consistency, suppressing contradictions and causing risks like dry holes and uncertified CCS site…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Digital Product Passports For The Fair And Sustainable European Energy Transition
Cunha, Sónia, Kleijn, Rene, van den Brink, Susan
This paper examines the role of Digital Product Passports (DPP) in the European energy transition, exploring their potential to enhance supply chain transparency and sustainability. It focuses on policy and institutional frameworks to ensur…
Preprint🌍 GlobalZenodo2026#ESGDOI
Climate Change and Business Strategy: A Case Study of Unilever's Sustainable Business Model
Neil Gour
This study examines how Unilever's climate strategies and sustainable practices affect growth, efficiency, supply chain capabilities, and competitive advantage using thematic analysis of secondary data. It finds that climate policies, renew…
Preprint🇪🇺 EuropeZenodo2026#Disclosure InfrastructureDOI
The Opportunity Gap: Risk and Opportunity Asymmetry in European Sustainability Disclosure under ESRS and VSME
Kelly, Mike
This study codes item-level risk and opportunity disclosures in 40 mandatory ESRS and 30 voluntary VSME reports, finding risks outnumber opportunities by 2.32:1 (mandatory) and 2.93:1 (voluntary), with nearly two-thirds of voluntary reporte…
PreprintZenodo2026#Disclosure InfrastructureDOI
Sustainability Opportunity Discovery: Definition, Scope and Method Requirements
Kelly, Mike
This paper defines 'Sustainability Opportunity Discovery' as a missing discipline in sustainability reporting, contrasting with the mature risk side. It proposes a definition, distinguishes discovery from assessment, outlines method require…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Research Dataset Underlying the Analysis of Dynamic Implementation Bottlenecks in Net Zero Aviation Pathways
Ghatole, Ghanshyam
This dataset consolidates research data for analyzing implementation bottlenecks in net-zero aviation pathways. It codes readiness across five dimensions (Technology, Supply, Infrastructure, Finance, Policy) for six decarbonization pathways…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Dataset and code: Future environmental performance of lithium from brines shaped by energy and reagent decarbonization and technology optimization
Istrate, Robert, Schenker, Vanessa
This repository provides prospective life cycle inventory (LCI) databases and code for future scenarios of battery-grade lithium carbonate production from brines. It integrates site-specific LCIs, production timelines, REMIND projections, n…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
Code: Material demand and supply-chain assessment of U.S. electricity system transitions
Griffiths, Paul, Moorhead, Avery, Brinkerink, Maarten +1
This study quantifies material demand for U.S. electricity decarbonization from 2027-2050 across multiple scenarios, finding peak demand in the late 2020s-2030s. It identifies supply-chain vulnerabilities for tellurium, dysprosium, and othe…
CNDatasetZenodo2026#Energy TransitionDOI
Code and processed data for "From pollution haven to decarbonisation supplier: the reversal of China's export function"
Chen, Yang
This dataset provides code, processed data, and figures for a study demonstrating the reversal of China's export function from a pollution haven to a decarbonisation supplier. It analyzes changes in carbon and pollution content embodied in …
CNDatasetZenodo2026#Energy TransitionDOI
The code and raw data associated with the publication "Timescale-based functional coordination of hybrid energy storage systems enables cost-efficient industrial decarbonization"
Guo, Jiacheng, Peng, Jinqing, Wu, Hao
This package provides raw data and MATLAB code for a paper on a general design framework for hybrid energy storage systems in industrial parks, based on hierarchical optimization. It enables cost-efficient industrial decarbonization through…
🇨🇳 ChinaDatasetScience Data Bank2026#HydrogenDOI
Scandium Doping Enhanced Photocatalytic Overall Water Splitting over Strontium Titanate
Zheng Hanyue, Lv Gongxuan
This study demonstrates that Sc-doped SrTiO3 photocatalyst achieves an apparent quantum efficiency of 95.11% at 365 nm and a hydrogen evolution rate of 6.32 mmol/h/g under full-spectrum irradiation. Sc doping compensates Ti3+ defects and pr…
🇨🇳 ChinaDatasetScience Data Bank2026#Energy TransitionDOI
Dataset for Architectural Design and Performance Simulation of MW-level Cyclic Continuous and Parallel Multi-track Ramp Gravity Energy Storage Systems
Zhang Fan, Chen Julong, Mou Xuepeng +2
This study proposes a cyclic continuous and parallel multi-track integrated design to overcome the low efficiency and poor scalability of conventional gravity storage. The dataset provides design logic and performance boundaries for 1-3 MW …
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
Business Models and Financial Viability of Heat Cooperatives for District Heating Decarbonisation: A Financial Feasibility Case Study from the HeatCOOP Project
Gašper Stegnar, Katarina Trstenjak, Damir Staničić
This paper examines the financial viability of community-led district heating decarbonisation, applying a three-model typology to two Slovenian biomass projects. Subsidy rate is the dominant determinant: at ~45% grant, all variants achieve …
Peer-reviewed🇪🇺 EuropeJournalJournal of Cleaner Production2026#CCUSDOI
Pressure-aware multi-modal CO2 transport planning for industrial decarbonization: A case study of Germany's steel sector to 2050
Fengyuan Zhang, Qi Yu, Zhengyang Wang +6
This paper proposes a pressure-aware multi-modal CO2 transport planning framework for Germany's steel sector, optimizing pipeline, ship, and rail options to 2050. It addresses cost and pressure constraints, offering insights for CCS infrast…
Peer-reviewedJournalLogistics2026#Energy TransitionDOI
Documented Decarbonisation Practices in Major UK Ports: A Comparative Multiple-Case Analysis
Reza Eshtehadi, Ying Xie, Dong-Ping Song
This study analyzes public documents from 16 major UK ports (17 cases) to assess decarbonisation implementation maturity across six dimensions and 24 indicators. Solar generation, equipment electrification, and rail connectivity are widely …