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.
🇺🇸 USA📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
Carbon Accounting and Beyond: An Evidence-Based Life Cycle Assessment of the Environmental Impacts of Data Center IT Equipment
Meghann Smith, Manveer Mann, Pankaj Lal
This study compares life cycle assessment (LCA) of data center IT equipment with conventional corporate GHG accounting methods (average-data and spend-based). LCA yields 0.710 kg CO2 eq/kWh, close to the average-data method (0.723 kg CO2 eq…
🇨🇳 China📚 Peer-reviewed · JournalJournal of China Tourism Research2026#Carbon AccountingDOI
Blue Skies, Carbon Shadows: Current Research and Future Directions on Tourism Emissions
Xingling Huang, Peihua Shi, Yan Song
This study conducts a dual-database review of tourism carbon emission research using WoS and CNKI. Tourism emission research has evolved from exploratory to multi-method, multi-scale, and policy-oriented, with international and Chinese stud…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Physics Conference Series2026#Carbon AccountingDOI
Research on the synergistic evolution of carbon emissions and carbon sinks, and carbon neutrality pathways in Haidong City
Tianyi Zhang, Ru Liu, Da Chang +2
This study develops a unified carbon accounting framework integrating energy, industrial processes, and electricity transmission for Haidong City, China. Using official data and remote sensing, it quantifies carbon emissions and sinks from …
📚 Peer-reviewed · JournalCleaner Environmental Systems2026#Carbon AccountingDOI
Can UK Traditional Cider Production Achieve Net Zero Greenhouse Gas Emissions by 2050? A Prospective Life Cycle Assessment of Transition Pathways
Xin Chen, Isabela Butnar, Paul E. Dodds +1
This study employs prospective life cycle assessment to evaluate the feasibility of achieving net zero greenhouse gas emissions in UK traditional cider production by 2050. It examines various transition pathways, including changes in agricu…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Cleaner Production2026#Carbon AccountingDOI
Measuring carbon footprints of renewable energy driven seawater desalination retrofitting in China's coastal areas
Lijuan Chen, Yimeng Wu, Qi Wang +5
This study quantifies carbon footprints of renewable energy-driven seawater desalination retrofitting in China's coastal areas. It compares emission reductions across regions and technologies, demonstrating the feasibility of low-carbon wat…
JournalFigshare2026#Carbon AccountingDOI
Andy Gibson - <i>THE IMPACT OF SUCCESS RATES IN FOREST MANAGEMENT ON THE</i>
Andy Gibson
This study challenges the claim that timber is carbon-negative by linking timber extraction to forest management success rates. Using UK building archetypes, it finds that a modest increase in carbon-optimization in silviculture is needed f…
📚 Peer-reviewed · JournalEnvironment and Planning B Urban Analytics and City Science2026#Carbon AccountingDOI
Spatial inequalities in local carbon balance across South Korea
오세호, Meen Chel Jung
Using district-level data for 2022 from South Korea, this study analyzes spatial patterns of carbon emissions (buildings and transport) and sinks (forests). It reveals that similar net carbon balances can arise from different emission-sink …
🇺🇸 USADatasetZenodo2026#Carbon AccountingDOI
PERSEUS libcbm vs GCBM cross-state intercomparison (CONUS) — with 50-year baseline + 48-state scenario sweep + cbm_conus framework
Weiskittel, Aaron R.
This study conducts an intercomparison of two forest carbon models (libcbm and GCBM) across 48 CONUS states with a 50-year scenario sweep. Under historical disturbance, CONUS shifts from a carbon sink to a source; reduced clearcutting emerg…
CN📚 Peer-reviewed · JournalLand Degradation & Development2026#Carbon AccountingDOI
No‐Till Legume Cover Crops Enhance Soil Carbon, Mitigate Greenhouse Gas Emissions, and Increase Yield in Dryland Wheat: A Global Meta‐Analysis
Muhammad Adil
This first global meta-analysis quantifies the effects of no-till (NT) and legume cover crops (LCC) in dryland wheat. NT-LCC increased soil organic carbon by 28.5%, reduced N2O emissions by 16.2%, and boosted yield by 24.1%. Benefits were g…
🌍 Global📚 Peer-reviewed · JournalSustainability Switzerland2023#Carbon AccountingDOI
A Comprehensive Model for Developing SME Net Zero Capability Incorporating Grey Literature
Olarewaju T.
This paper proposes a comprehensive model for developing SME net zero capability that incorporates insights from grey literature. The model addresses SME-specific resource constraints and provides a framework for practical capacity building…
🌍 Global📚 Peer-reviewed · JournalForesight2026#Carbon AccountingDOI
When ESG maturity meets AI: drivers of carbon accounting innovation
Saeed Awadh Bin-Nashwan, Anas Rasheed Bajary, Muhammad M. Ma’aji
This study examines how ESG maturity drives AI adoption for carbon accounting in manufacturing firms. It finds that technological readiness and top management support mediate this relationship, positioning ESG maturity as a strategic capabi…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Tourism and Services2026#Carbon AccountingDOI
Responsible Tourism Made Easy: Carbon Footprint Tracked by your Bank for Sustainability
R. Caro-Carretero
This study proposes a method to automatically track household carbon footprints using banking data in Spain. Analyzing 1,017 individuals, it disaggregates emissions into mobility, restaurants, housing, and shopping, showing that age, income…
🇨🇳 China📚 Peer-reviewed · JournalLand Use Policy2026#Carbon AccountingDOI
Agricultural carbon emission efficiency and its regional convergence in China: Role of land use modes and economic factors
Y C Zhu, Hanwei Liang, Yifei Wang +1
This study analyzes agricultural carbon emission efficiency and its regional convergence in China, examining the role of land use modes and economic factors. Findings suggest efficiency improvements but persistent regional disparities.
🇨🇳 China📚 Peer-reviewed · JournalCLEAN - Soil Air Water2026#Carbon AccountingDOI
Carbon Emission Characteristics and Decoupling Relationship in Typical Regions of the Yellow River Basin, China
Yongqiang Zhao, Jiale Li, Xi Song +1
This study uses IPCC methodology and Tapio decoupling model to analyze carbon emissions in Henan's Yellow River Basin from 2010-2019. Emissions peaked in 2013, with energy sector dominating (73.9%). Carbon intensity decreased by 50.4%, and …
🇪🇺 Europe📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
Adaptive Reuse of 20th-Century Concrete Grain Silos in Romania: Towards Sustainable and Low-Carbon Management of Industrial Heritage
V. Marcelo, F. Javier López-Díez, Vlad Nicolae Arsenoaia +2
This study presents the first systematic inventory of Romania's 20th-century reinforced-concrete grain silos, identifying and analyzing 201 silos across 130 locations. It assesses their spatial distribution, construction characteristics, an…
📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
Designing Low-Carbon Creative Tourism Routes: The Case of Chang Moi, Chiang Mai, Thailand
Dolruthai Jiarakul, Nutchapon Chiarasumran, Suprapa Somnuxpong
This study develops low-carbon creative tourism routes in Chang Moi, Chiang Mai, Thailand, using a mixed-method approach including LCA-based carbon footprint assessment. Three route programs were designed: one-day walking for international …
DatasetMendeley Data2026#Carbon AccountingDOI
Data and code for emission-prioritized explainable AI auditing of circular-economy and carbon-neutrality integration in project environmental assessment documents
QIANGQIANG TAO
This data package supports a study on using explainable AI to audit the integration of circular economy and carbon neutrality in environmental assessment documents. It includes document features, sentence-level evidence, country-sector indi…
📚 Peer-reviewed · JournalJournal of Global Ecology and Environment2026#Carbon AccountingDOI
Agriculture Carbon Footprint Assessor (ACFA ver 1.0): An Effective Carbon Computing Standard for Sustainable Agriculture
Phalguni Das Biswas, Pradip Dey, Hasim Kamal Mallick +5
This paper presents the Agriculture Carbon Footprint Assessor (ACFA ver 1.0), a standardized methodology for measuring carbon footprint in Indian agriculture. ACFA integrates region-specific parameters like agro-climatic variability, input-…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
Integrated Water, Energy, and Carbon Footprint Analysis of Higher Education Campuses in Arid Environments: Sustainability Insights
Mohammad Alresheedi, Meshari S. Alharbi, Md. Shafiquzzaman +4
This study evaluates the water, energy, and carbon (WEC) footprint of Qassim University in Saudi Arabia using the GHG Protocol for Scope I, II, and III emissions from 2022-2025. Results show energy savings of 33% from sensors, decreased Sco…
🇪🇺 EuropePreprintResearch Square2026#Carbon AccountingDOI
Aligning corporate and national emissions accounting frameworks for livestock mitigation
Zionts J, Allen M, Bartlett H
This study examines how divergent corporate and national emissions accounting frameworks hinder livestock mitigation, based on 41 interviews in four European countries. It finds that differences in system boundaries and metrics for non-CO2 …