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 · JournalEarth-Science Reviews2026#Carbon AccountingDOI
Mangrove carbon dynamics: Sequestration potential and climate change resilience
Asha Kumari Kumawat, Sandeep Kumar, Supriya Vaish +1
This paper examines carbon dynamics in mangrove ecosystems, focusing on their sequestration potential and resilience to climate change. It provides quantitative estimates of carbon stocks and rates, offering insights for ecosystem managemen…
📚 Peer-reviewed · JournalPlant Science Today2026#OtherDOI
Intercropping for sustainable agriculture: Ecological, agronomical and socioeconomic perspectives
Pandey Pragya, Chandrakar Chandresh, Kurrey Tarun +5
Intercropping, the simultaneous cultivation of multiple crops on the same land, enhances biodiversity, nutrient cycling, and ecosystem services for sustainable agriculture. Integrating legumes with cereals can reduce synthetic nitrogen fert…
🇪🇺 Europe📚 Peer-reviewed · JournalEnvironmental Innovation and Societal Transitions2026#PolicyDOI
From Greener growth to sufficiency: Modeling alternative global sustainability pathways
Arthur Lauer, Luis Llases
This study quantifies two contrasting global sustainability scenarios—Greener Growth (FST1) and Sufficiency Economies (FST5)—using the MORDRED model. FST1 achieves rapid technological decarbonization but faces resource constraints and persi…
🌍 Global📚 Peer-reviewed · JournalApplied Sciences2026#AI × ESGDOI
Bridging Pedology and Data Science: Machine Learning Applications for Soil Organic Matter and Carbon Analysis
Aria Dolatabadian, Khalil Kariman
This review compares classical and machine learning (ML) approaches for soil organic matter and carbon analysis. ML techniques like random forests and neural networks improve prediction accuracy and scalability, but the paper concludes that…
🌍 GlobalPreprintZenodo2026#Carbon PricingDOI
Prim‑Lex Carbon Market: Seven Luminaires Synchronization——Temporal Governance of the Global Carbon Pricing System
Xiaowang, Shen
This paper applies Kuramoto coupled-oscillator synchronization theory to address rhythm mismatch in global carbon markets. It proposes a 'Seven Luminaires synchronization degree' (σ_SevenLuminaires) as a quantitative metric for temporal gov…
PreprintZenodo2026#Carbon AccountingDOI
Natural Capital Accounting: The Eight‑Dimensional Ecological Balance Sheet (RCE‑B/S 2.0) —— A Proposal for Global Standardization
Xiaowang, Shen
This paper proposes the RCE‑B/S 2.0 global standardization framework for natural capital accounting, addressing gaps in cross-border carbon rule coordination, historical emission responsibilities, and future commitments. It defines Net Clim…
CNPreprintZenodo2026#BiodiversityDOI
Wood‑Force Deep Dive: Biodiversity Balance Sheet and Alignment with the Global TNFD Standard
Xiaowang, Shen
This paper proposes the Wood‑Force balance sheet as a unified mathematical language to integrate TNFD, ISSB, and GRI 101 disclosure standards. Using Chinese biodiversity finance cases, it demonstrates a technical pathway for pricing biodive…
CNPreprintZenodo2026#BiodiversityDOI
Prim‑Lex Natural Capital: Eight‑Dimensional Ecological Balance Sheet (RCE‑B/S 3.0)——Full Alignment with the IPBES Business and Biodiversity Assessment
Xiaowang, Shen
This paper proposes an eight-dimensional ecological balance sheet (RCE-B/S 3.0) based on the IPBES Business and Biodiversity Assessment, creating a unified alignment matrix with TNFD, ISSB, and GRI 101. Using three empirical cases (Amazon r…
🇪🇺 Europe📚 Peer-reviewed · JournalPolicy brief2026#Transition FinanceDOI
Green finance or financing green? Bridging the EU’s sustainable-finance and capital-market architectures
Rebecca Christie
This paper critiques the EU's failure to integrate sustainable finance with capital markets policy. It argues that disclosure rules are overly complex and diverge from global standards, and recommends prioritizing technical fixes, diversify…
📚 Peer-reviewed · JournalEnergies2026#CCUSDOI
Fluid-Driven Opposed-Piston Pumps for Dense-Phase CO2 Injection: Direct Force Coupling and Energy Efficiency Analysis
Xiaoyu Wang, Hongtao Chen, H. Liang +4
This paper optimizes a hydraulically driven opposed-piston reciprocating pump for dense-phase CO2 injection in CCUS. By converting inlet pressure into auxiliary thrust, the design reduces peak driving oil pressure by 31.39% and achieves an …
🌍 Global📚 Peer-reviewed · JournalEnvironmental Engineering Research2026#AI × ESGDOI
AI applications in air pollution domain: A systematic review from flue gas treatment to air quality management and carbon capture
SangYoun Kim, T. Woo, Usama Ali +8
This systematic review of 906 publications (2016-2025) categorizes AI applications into flue gas treatment, air quality management, and CO2 capture. It identifies a shift from traditional monitoring to AI-driven surrogate modeling and gener…
🌍 Global📚 Peer-reviewed · JournalAustralian Energy Producers Journal2026#CCUSDOI
Session 8. Oral Presentation for: Reducing the cost of CO2 capture by improving the solvent regeneration process
J. Pandit
This oral presentation introduces CO2CRC's novel hybrid capture technology that reduces solvent regeneration costs through lower regeneration temperatures, reduced steam consumption, waste heat integration, and elimination of phase change, …
📚 Peer-reviewed · JournalSustainable Development2026#Climate FinanceDOI
Financial Systems as Enablers of
SDGs
7 and 13: An Ecosystem Approach to Financial Inclusion, Digitalisation, and Green Transition in
OECD
A. K. Alsharidi, Abiodun Toheeb Emiola
This study empirically evaluates how financial systems (development, inclusion, FinTech) affect carbon emissions and renewable energy adoption in 22 OECD economies (2012-2023). It finds that financial development alone increases emissions, …
CN📚 Peer-reviewed · JournalEnvironmental Systems Research2026#HydrogenDOI
The low-load trap in hydrogen systems: a nested RIS-PTE framework for regional synergy in China’s Yangtze River Delta
Yunmei Wu, Hua Huang, Xunyan Bao +3
This paper analyzes the low-load trap in hydrogen systems and proposes a nested RIS-PTE framework for regional synergy in China's Yangtze River Delta.
ConferenceInternational Conference on Industrial Mechatronics and Automation2026#Energy TransitionDOI
Hybrid Mixed-Integer Conic Optimization and Hierarchical Energy Scheduling for Integrated Source–Grid–Load–Storage Planning in Zero-Carbon Industrial Parks
Chenguang Zhu, Zongke Li, Liu Ning +2
This paper proposes an optimization method for energy system planning in zero-carbon industrial parks. It integrates hybrid mixed-integer conic optimization with hierarchical scheduling to jointly plan source, grid, load, and storage, aimin…
📚 Peer-reviewed · JournalApplied Energy & Artificial Intelligence2026#AI × ESGDOI
Role of Artificial Intelligence in Hydrogen-Based Green Energy Technologies
Ritik Raj, Survi Sinha, Atreyi Pramanik +1
This paper reviews how AI enhances efficiency, sustainability, and system integration across the hydrogen value chain. AI modeling and optimization improve environmental impact assessment of hydrogen production routes like waste polymer and…
📚 Peer-reviewed · JournalAdvanced Energy Materials2026#HydrogenDOI
Coupled Atmospheric Water Harvesting and Protonic Ceramic Electrolysis Enabling Self‐Sustained Green Hydrogen Production in Arid Regions
Cheng Huang, Yang Qu, Meijuan Fei +7
A self-sustained green hydrogen production system for arid regions combines atmospheric water harvesting with protonic ceramic electrolysis. Using a novel sorbent, it achieves continuous hydrogen output at 2.12 mL min−1 cm−2 under 30% RH wi…
📚 Peer-reviewed · JournalDiscover Electrochemistry2026#HydrogenDOI
Operando Raman spectroscopy for exploring catalyst structural and interfacial dynamics in industrial green hydrogen electrolyzers
Nisha Rajani, Sanjay A. Bhakhar, Pratik M. Pataniya +1
This study employs operando Raman spectroscopy to investigate catalyst structural and interfacial dynamics in industrial green hydrogen electrolyzers, providing insights for improving electrolyzer efficiency and understanding degradation me…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Economic Studies2026#Disclosure InfrastructureDOI
Market reactions to the corporate sustainability reporting directive
V. Kumari, Waleed M. Al‐ahdal, H. Hashim
This study uses event study methodology to examine the stock market reaction to the implementation of the Corporate Sustainability Reporting Directive (CSRD) across 27 European Economic Area countries. Results show a significant positive cu…
🌍 Global📚 Peer-reviewed · JournalCorporate Social Responsibility and Environmental Management2026#AI × ESGDOI
Mapping Corporate Environment, Social, and Governance Discourses: Analysis of Korean Companies' Sustainability Reports (2014–2024)
Taedong Lee, Sinjae Kang, D. Utami +1
This study analyzes 634 sustainability reports (2014-2024) from the top 200 Korean firms using Structural Topic Modeling (STM). It identifies 13 topics and a phased shift: CSR and basic environmental management (2014-2018); workplace safety…