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.
CN📚 Peer-reviewed · JournalWater Economics and Policy2026#OtherDOI
Supply Efficiency Evaluation for Wastewater Treatment Facilities in Towns of Western China: A DEA-Malmquist Approach
Rui Dong, Muhammad Awais Baloch, Xukuo Gao
This paper evaluates the supply efficiency of wastewater treatment facilities in towns across 11 provinces in Western China from 2015 to 2022 using DEA-Malmquist index. Static efficiency is low (comprehensive efficiency 0.595), and dynamic …
🌍 Global📚 Peer-reviewed · JournalFrontiers in Environmental Science2026#Energy TransitionDOI
Driving environmental sustainability: exploring the role of energy transition, digitalization, globalization, and industrial structure in carbon emission efficiency
Hawazen Almugren, Abida Hafeez, Ahmed A. Mashaal +1
This study analyzes determinants of carbon emission efficiency (CEE) for 170 countries from 2002-2021. Digitalization and energy transition significantly improve CEE, while industrial structure and globalization have negative impacts. A U-s…
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Renewable EnergyDOI
Towards Accumulation and Development of Renewable Energy Related Industries in Fukushima Prefecture
福島県における再生可能エネルギー関連産業の集積・育成に向けて
(著者不明)
This paper examines strategies for the accumulation and development of renewable energy industries in Fukushima Prefecture. Against the backdrop of post-Fukushima nuclear disaster reconstruction and energy transition, it aims to revitalize …
🌍 GlobalPreprintEarthArXiv2026#AI × ESGDOI
Analysis of the potential of NLP techniques to identify climate change themes in Canadian social media textual content
Shabanpour, Negar, Roche, Stephane, Mellouli, Sehl
This study uses BERTopic to analyze Canadian Reddit posts on individual climate actions, identifying four behavioral domains: energy, transportation, diet, and consumption. Different model configurations provide complementary insights, offe…
🇺🇸 USADatasetZenodo2026#Carbon AccountingDOI
Cation trapping by biochar reduces carbon removal efficiency
Ahmed, Ayesha, Suhrhoff, Tim Jesper, Reinhard, Chris +1
This study identifies an inefficiency in biochar-based carbon dioxide removal (CDR): biochar inherently traps cations and nitrogen, reducing their release to soil water systems. This leads to a CDR inefficiency ranging from 0% to ~40%. The …
🌍 GlobalPreprintZenodo2026#Energy TransitionDOI
Marine fuel choices and related life-cycle environmental impacts under global shipping policies
1 CUBE
This study uses a global energy system model to assess energy transitions in shipping under different policies. A postponed IMO net-zero framework could increase biofuel use to 40% by 2040 but may miss net-zero targets, while a combined lev…
🌍 GlobalPreprintZenodo2026#Energy TransitionDOI
Aligning global shipping climate policies with life cycle perspective
1 CUBE
This paper argues that the IMO Net-Zero Framework's pricing and fuel standards must incorporate a life cycle perspective to avoid shifting environmental impacts to the fuel supply chain and address competition for clean energy across sector…
🇪🇺 EuropePreprintZenodo2026#Renewable EnergyDOI
Exiobase HYBRID | PV supply-chain version
Lorenzo Rinaldi
This repository provides code and data for a photovoltaic supply-chain extension of the hybrid-units EXIOBASE database. It assesses the environmental and socio-economic implications of solar PV reshoring under the EU Net Zero Industry Act, …
🌍 GlobalPreprintarXiv2026#Energy Transition
Climate Policy and The Energy Transition
Roy Sarkis
This paper studies the macroeconomic dynamics of climate policy in a multi-sector dynamic general equilibrium model with renewable and non-renewable energy. It finds that gradual policy implementation sharply reduces transition costs (welfa…
CN📚 Peer-reviewed · JournalJournal of Cleaner Production2026#Carbon PricingDOI
Intergenerational inequality and its mitigation scheme of carbon pricing policy under China's dual carbon goals
Yizhang He, Hao Li, Zhaohua Wang
This paper analyzes intergenerational inequality caused by carbon pricing under China's dual carbon goals and proposes mitigation schemes, emphasizing equity in policy design.
📚 Peer-reviewed · JournalInternational Research Journal of Modernization in Engineering Technology and Science2026#OtherDOI
Carbon Purification Model Using Activated Carbon, Cotton, Limewater, Arduino Uno and MQ135 Gas Sensor
(著者不明)
This paper presents a low-cost Carbon Purification Model (CPM) using activated carbon, cotton, and limewater with an Arduino-based MQ135 gas sensor for real-time air quality monitoring. Experiments showed a 62.5% reduction in pollution (fro…
📚 Peer-reviewed · JournalAnnals of Civil and Environmental Engineering2026#OtherDOI
Carbon Nanotubes: Environment Application and Properties
Feza Geyikçi
This review critically assesses carbon nanotubes (CNTs) for environmental applications including sorbents, filtration, high-flux membranes, antimicrobial agents, environmental sensors, renewable energy technologies, and pollution prevention…
🌍 Global📚 Peer-reviewed · JournalCarbon Management2026#Carbon AccountingDOI
Assessing avoided carbon impacts: introducing the potential avoidance of carbon emissions through research (PACER) framework
Bryony M. Bowman, Sharon Henson, Kathryn North +1
This paper introduces the PACER (Potential Avoidance of Carbon Emissions through Research) framework to assess the future carbon avoidance potential of research projects. It addresses the gap in current carbon calculation tools that cannot …
🌍 Global📚 Peer-reviewed · JournalEnvironmental Science & Policy2026#Carbon AccountingDOI
Measuring what matters for carbon removal
Sara Nawaz, Madison Stevens, Terre Satterfield +1
This paper argues that social science perspectives are essential for designing robust environmental monitoring and research frameworks for carbon dioxide removal (CDR). Drawing on cases from carbon markets, Indigenous monitoring, biodiversi…
📚 Peer-reviewed · Journal2026#CCUSDOI
Three-Dimensional Interconnected Silver Nanowire Arrays for Efficient and Selective Electroreduction of Carbon Dioxide to Carbon Monoxide
Pengxiang Wang, Lei Wang, Haibin Tang +6
This study fabricates a 3D interconnected silver nanowire array self-supporting membrane using a 3D anodic aluminum oxide template. It achieves a maximum Faradaic efficiency of 97.28% for CO and a high current density of 59.06 mA cm⁻² in an…
📚 Peer-reviewed · Journal2026#OtherDOI
Volumetric printing of carbon-based architectures
Jérémy Druon, Quentin Bauerlin, Camélia Matei Ghimbeu +1
This paper presents a novel strategy for printing carbon-based architectures without layers using volumetric additive manufacturing, enabling high-resolution structures to be printed in seconds without supports. This paves the way for rapid…
🇪🇺 Europe📚 Peer-reviewed · JournalNature Sustainability2026#CCUSDOI
Uniting forces for green carbon chemicals
Peter McNeice, Andreas J. Vorholt
This paper advocates for uniting efforts to produce green carbon chemicals using CO2 from renewable sources, aiming to contribute to decarbonization. Specific findings are not available from the abstract, but the concept supports circular c…
📚 Peer-reviewed · JournalJournal of Banking & Finance2026#Carbon PricingDOI
Non-standard errors in carbon premia
Tobias Bauckloh, Victor Beyer
This paper focuses on non-standard errors in the estimation of carbon premia, likely addressing measurement issues in carbon pricing and their implications for financial markets. The absence of an abstract limits precise understanding.
🇨🇳 China📚 Peer-reviewed · JournalJournal of Colloid and Interface Science2026#CCUSDOI
Nitrogen-doped carbon nanotubes for regulating nickel nanoparticles towards efficient electrochemical carbon dioxide reduction
Yifan Liu (219681), Zezhi Liu, Yitian Zhou +2
This paper reports a method using nitrogen-doped carbon nanotubes to regulate nickel nanoparticles for efficient electrochemical CO2 reduction, contributing to carbon utilization technology.
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of risk and financial management2026#ESGDOI
Gender, Critical Mass and Carbon Emission
Rim El Houcine
This study examines the impact of board gender diversity and critical mass of female directors on corporate carbon emissions. Using panel data from 37 CAC 40 firms (2020-2023) and fixed effect regression, it finds a nonlinear relationship: …