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-reviewedJournalNatural Products Analysis2026#OtherDOI
A Targeted Review on Lignin and Its Depolymerization Methodologies
Ankita Kumari, Jiaguang Zhang, Graham Pattison +1
This review surveys lignin extraction (kraft, soda, organosolv, ionic liquids, deep eutectic solvents), characterization (NMR, FTIR, GPC, TGA, DSC), and depolymerization routes (acid/base/metal-catalyzed, hydrogenolysis, electrocatalytic, m…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#PolicyDOI
ECOLOGICAL CHALLENGES AND CLIMATE CHANGE IN TÜRKİYE: RISKS, SUSTAINABLE DEVELOPMENT AND ADAPTATION STRATEGIES
Saidova Feruza Kamalovna, Azizabonu Nosirovna Maxmudova
A qualitative review of Türkiye's climate challenges—water stress, drought, heat, wildfires, floods, coastal risks, biodiversity loss and GHG emissions—drawing on international assessments and national policy documents. It links climate vul…
Peer-reviewed🌍 GlobalJournalFrontiers in Sustainable Food Systems2026#Carbon AccountingDOI
Turning dirt into gold: the business case of soil carbon for agrarian pathways in arid climate
Tasnim Althalaj, Ross. M. Thompson, Tala H. Qtaishat +2
A scenario-based assessment of soil carbon sequestration and economic feasibility in Jordan, using 1998–2023 crop and market data with Monte Carlo uncertainty and sensitivity analysis across four management practices. Cucumbers reached up t…
Peer-reviewed🌍 GlobalJournalDiscover Environment2026#Energy TransitionDOI
Reassessing the environmental Kuznets curve in Germany through energy transition dynamics using an ARDL approach
Mohannad Alobid, Oluyemi Adewole Okunlola, Ahamuefula E. Ogbonna +1
Using ARDL on German time-series data from 1980–2024, the study re-tests the Environmental Kuznets Curve with energy-structure variables. The conventional EKC holds, but adding renewable share and fossil consumption weakens it sharply, show…
Peer-reviewed🌍 GlobalJournalSustainable Development2026#Climate ScienceDOI
Climate Justice in Sub‐Saharan Africa: Unequal Burdens and Pathways to Socially Just Adaptation
Jacob Kwakye, Abraham Kwao
An integrative review of 52 sources reframing Sub-Saharan African climate impacts through a climate justice lens. It shows injustice operates at structural, community and household levels: historical responsibility, debt, limited fiscal spa…
JournalOPARA2026#Energy TransitionDOI
Research data for stakeholders and their strategic interaction in Germany’s energy transition
Anqi Li, Anja Brumme, Dirk Rübbelke
A research dataset underpinning a systematic literature review and cross-impact balance (CIB) analysis of stakeholder interactions in Germany's energy transition. It contains search strategies, descriptive analysis of 95 included studies, s…
Peer-reviewed🌍 GlobalJournalEnvironmental Sustainability2026#Climate ScienceDOI
Understanding and reducing methane emissions: insights into anthropogenic, natural sources, and novel mitigation techniques
Farida Rahayu, Prima Diarini Riajaya, Zainal Arifin +9
Methane is a potent short-lived GHG with GWP100 ~27-30x CO2, making rapid mitigation a near-term priority. This review synthesizes anthropogenic and natural sources—fossil fuel extraction, agriculture (enteric fermentation), and waste—and a…
Peer-reviewedJournalTOFEDU The Future of Education Journal2026#Carbon PricingDOI
The Role of the Clean Development Mechanism (CDM) in Promoting Green Investment and Technology Transfer in Indonesia
Bonaraja Purba, Restania Oktavia, Nia Adelina Br Sembiring +1
This qualitative literature review examines how the Kyoto Protocol's CDM channels green capital and technology transfer to Indonesia. It finds that monetizing Certified Emission Reductions improves project bankability, with off-grid renewab…
Peer-reviewed🇺🇸 USAJournalProceedings of the National Academy of Sciences2026#Energy TransitionDOI
Disentangling the evolving effects of climate change and technology diffusion on building electricity demand
Mai Shi, Ziqi Wei, Flavio Lehner +1
Using over 200,000 machine learning models across 183 US counties through 2060, this study shows that the combined effect of climate change and technology diffusion (heat pumps, insulation) on building peak electricity demand diverges subst…
Peer-reviewed🇪🇺 EuropeJournalEastern European Economics2026#Energy TransitionDOI
Green Transitions in Coal-Dependent Economies: A Hybrid Computable General Equilibrium Analysis of the Czech National Energy and Climate Plan
Vědunka Kopečná, Iñaki Veruete Villegas
A hybrid CGE model integrating prescribed electricity pathways and endogenous vehicle choice assesses the Czech Republic's updated NECP measures. Additional measures lower real GDP by 0.5% in 2030 and 1.7% by 2050, while direct emissions fa…
Peer-reviewedJournalSustainability2026#Energy TransitionDOI
Carbon Emissions in the GCC: Can Information and Communication Technologies Investment Drive Environmental Sustainability?
Jawaher Binsuwadan, Samar Alturki, Nadine Almutairi +3
A panel study of GCC countries (2000–2022) analyzing CO2 emission determinants using second-generation panel econometrics. Energy use, population, and growth raise emissions; ICT shows a negative association in CS-ARDL but turns insignifica…
DatasetMendeley Data2026#Energy TransitionDOI
Electrifying the factory and beyond: The impact of digital proximity on energy transition
Xitao Li
This paper empirically examines how digital proximity—access to digital technologies and infrastructure—shapes factory electrification and broader energy transition. Published in Energy Economics, it provides a replication package for the u…
DatasetMendeley Data2026#Energy TransitionDOI
Dataset for: Benchmarking energy-transition performance and readiness across Brazilian federative units (Subnational Energy Transition Index, SETI)
Juliani Chico Piai Paiva, Pedro Henrique Cho Riuzim, Renato Kazuo Miyamoto
A reproducible dataset underpinning the Subnational Energy Transition Index (SETI), adapting the WEF Energy Transition Index to Brazil's 27 federative units. It combines 33 indicators across System Performance (60%) and Transition Readiness…
Peer-reviewedJournalDiscover Sustainability2026#Energy TransitionDOI
Renewable energy skill development and the role of local government for community empowerment
Olufemi Michael Oladejo, Ndudoso Comfort Ndebele, Elvin Shava
This qualitative study examines local government's strategic role in closing grassroots renewable energy skills gaps in South Africa. Interviews with seven stakeholders, analyzed thematically via NVivo 14, reveal fragmented policy implement…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
From Oil Crisis to Renewable Innovations: Transforming Maritime Policy and Marine Conservation
Hind Meriem Mokadem, Christian Lee, Dattansh Shukla
This study evaluates environmental impacts of conventional marine diesel engines and proposes a conceptual self-recharging hybrid propulsion system combining photovoltaics, retractable hydrokinetic turbines, and battery storage for an 8-met…
Peer-reviewedJournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
Mapping the spatial spillover effects of climate change mitigation on energy poverty: Evidence from developing and developed countries
Mohamed Sami Ben Ali, Alanoud Ali Al-Maadid, Brahim Bergougui
Using a spatial Durbin model on 61 countries (2010–2019), the study estimates direct and cross-border effects of climate mitigation on energy poverty. Mitigation lowers energy poverty domestically (−0.163) and in neighbours (−0.296), with 6…
Peer-reviewedJournalCarbon Footprints2026#Carbon AccountingDOI
A goal programming approach for balancing life-cycle carbon burden and lean value in Industry 4.0 portfolio selection
Bilal Ervural, Turan Paksoy
This study builds a binary weighted goal programming model to select Industry 4.0 technology portfolios that balance lean value creation against life-cycle carbon burden (production, operation, maintenance, end-of-life), without crediting a…
Peer-reviewedJournalChallenges2026#Energy TransitionDOI
Household Energy Poverty in South Africa: Dimensions, Drivers, Disparities, and Implications for Health, Justice, and Sustainability
Mahali Elizabeth Lesala, Patrick Mukumba
South Africa has near-universal grid access, yet many connected households face inadequate, unreliable, and unaffordable energy. This review of 143 sources examines drivers and disparities of household energy poverty by income, gender, loca…
Peer-reviewed🇪🇺 EuropeJournalFrontiers in Environmental Science2026#Energy TransitionDOI
Household energy expenditures and multidimensional energy poverty in Poland: patterns, determinants, and policy implications
Marlena Jolanta Piekut
Using Poland's Household Budget Survey, this study analyzes long-term energy expenditure trends and constructs a multidimensional energy poverty (EP) index. K-means clustering identifies two dominant expenditure profiles (electricity–gas an…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Technical Requirements for a Digital Twin of Positive Energy District
Pavel Kogut
A policy brief drawn from BIPED's D5.4 deliverable. It frames Positive Energy Districts as a lever for urban energy transition and explains how Digital Twins can support PED development. Use cases illustrate the potential of Digital Twin PE…