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🇨🇳 ChinaJournalINTI JOURNAL.2025#AI × ESGDOI
Artificial Intelligence Empowers Sustainable Supply Chains
X.F. Wang
This paper examines how AI can empower sustainable supply chains, addressing efficiency-environmental protection-equity challenges. It identifies key AI capabilities such as demand forecasting, logistics optimization, risk management, suppl…
Peer-reviewed🌍 GlobalJournalEarth Science Systems and Society2022#CCUSDOI
Role of Subsurface Geo-Energy Pilot and Demonstration Sites in Delivering Net Zero
Mike Stephenson, David A.C. Manning, Mike J. Spence +3
This paper reviews the role of subsurface geo-energy pilot and demonstration sites (CCS, geothermal, ATES, CAES) in delivering net zero. It argues these test facilities bridge laboratory research and full-scale deployment, supporting regula…
🌍 GlobalJournalEdward Elgar Publishing eBooks2023#Supply ChainDOI
Getting to 2050: transparency for setting and reaching supply chain climate goals
Suzanne Greene, Alexis Bateman
This chapter argues that transparency in GHG accounting and annual public disclosure are essential for managing supply chain decarbonization toward 2050 goals. It reviews levers such as standards, data collection, information sharing, and v…
Peer-reviewed🇺🇸 USAJournalNAM Perspectives2024#Disclosure InfrastructureDOI
Emissions Disclosures and Energy Use Reporting by Hospitals in the United States
HHS Office of Climate Change and Health Equity, Ana Catarina Formigoni Abel, Joseph McCannon +9
This discussion paper examines the landscape of greenhouse gas emissions reporting by US hospitals, summarizing federal, state, and local requirements as well as voluntary initiatives. It provides a first-of-its-kind estimate of the number …
🇪🇺 EuropeJournalLecture notes in mechanical engineering2023#Carbon AccountingDOI
Greenhouse Gas Accounting for Manufacturers
Jaakko Peltokorpi, Saija Vatanen, C. H. Glock
This publication provides guidance on greenhouse gas accounting specifically for manufacturing companies, covering scope 1, 2, and 3 emissions. It aims to help manufacturers measure and report their carbon footprint accurately to meet discl…
Peer-reviewed🇺🇸 USAJournalPEDIATRICS2018#Climate ScienceDOI
Climate Change and Global Child Health
Rebecca Philipsborn, Kevin Chan
This review examines how climate change threatens global child health gains, including heat exposure, infectious disease, malnutrition, and displacement. Children, especially in low-income countries, bear a disproportionate burden, and the …
Peer-reviewed🌍 GlobalJournalJournal of applied corporate finance2023#SBT/SBTiDOI
Behind schedule: The corporate effort to fulfill climate obligations
Joseph E. Aldy, Patrick Bolton, Marcin Kacperczyk +1
This paper analyzes the rise of voluntary corporate climate commitments since the Paris Agreement, institutionalized through CDP and SBTi. It assesses whether companies are on track to meet their pledges and examines market reactions when f…
Peer-reviewed🌍 GlobalJournalThe Lancet Digital Health2020#OtherDOI
Digital health at the age of the Anthropocene
Guillaume Chevance, Eric B. Hekler, Maxime Efoui-Hess +10
This paper examines the environmental impact of digital health technologies, including electricity consumption, e-waste, and rare metal extraction, and proposes three guiding principles for a sustainable digital health system: digital tempe…
Peer-reviewed🇪🇺 EuropeJournalFrontiers in Veterinary Science2020#Carbon AccountingDOI
A New Approach to LCA Evaluation of Lamb Meat Production in Two Different Breeding Systems in Northern Italy
Andreas Geß, Irene Viola, Silvia Miretti +4
This study integrates Life Cycle Assessment (LCA) with animal welfare (cortisol accumulation) analysis for two sheep farming systems in northern Italy (semi-extensive and semi-intensive). The intensive farm showed lower global warming poten…
🇺🇸 USAJournalLawrence Berkeley National Laboratory2021#Energy TransitionDOI
Land-Based Wind Market Report: 2021 Edition
Ryan Wiser, Mark Bolinger, Ben Hoen +8
The U.S. DOE's 2021 land-based wind market report reviews 2020 trends: record 16.8 GW added, wind supplying >8% of U.S. electricity, and average installed costs down 40% since 2010 to $1,460/kW. Turbine size and capacity factors continue to…
Peer-reviewedCNJournalScience and Technology for Energy Transition2024#AI × ESGDOI
The energy effect of blockchain technology innovation in the Industry 5.0 Era: From the perspective of carbon emissions
Yunjing Wang, Jinfang Tian, Siyang Sun +2
Using LLM and text analysis of Chinese listed firms' blockchain patents (2010–2022), this study shows that blockchain innovation reduces fossil energy intensity. Mechanisms include lower internal control costs, stronger external oversight, …
Peer-reviewed🇨🇳 ChinaJournalSustainable Production and Consumption2025#Carbon AccountingDOI
Carbon footprint of China's healthcare system from a global perspective: A multi-dimensional hotspot assessment
Han Zhao, Weiyi Liao, Lin Fu +5
This study assesses the carbon footprint of China's healthcare system from a global perspective, identifying multi-dimensional hotspots for greenhouse gas emissions. It provides a sector-level inventory and pinpoints priority areas for deca…
Peer-reviewed🇪🇺 EuropeJournalApplied Sciences2026#Supply ChainDOI
Deep Learning-Enhanced Proactive Strategy: LSTM and VRP/ACO for Autonomous Replenishment and Demand Forecasting in Shared Logistics
Martin Straka, K. Kleinová
This paper proposes a three-layer autonomous replenishment system for shared logistics using LSTM demand forecasting, VRP/ACO route optimization, and anomaly detection. Simulations show 95% inventory prediction accuracy (MAPE=4.02%), reduci…
Peer-reviewed🇨🇳 ChinaJournalCommunications Earth & Environment2025#PolicyDOI
China’s supply chain digitalization reduces urban pollutants and carbon dioxide emissions locally
Langang Feng, J K Hu, Minmin Huang +2
Using China’s Supply Chain Innovation and Application Pilot Policy as a quasi-natural experiment with a city-year panel of 279 cities (2005–2021), the study finds that supply chain digitalization reduces local urban pollutants and CO2 emiss…
Peer-reviewed🇨🇳 ChinaJournalSustainability2025#Carbon AccountingDOI
Sustainable Risk Governance in Maritime Transport: Embodied Carbon Emissions and Responsibility Distribution Across BRICS Coastal Economies
Shanshan Zheng, N.A.K. Nandasena, Cheng Chen +1
Using OECD input-output data, this study estimates embodied carbon emissions in maritime transport across BRICS (1995–2018) under producer, consumer, and shared responsibility frameworks. China and South Africa show export-driven emissions,…
Peer-reviewed🌍 GlobalJournalNature Climate Change2022#Scope 3DOI
The why and how of assigning responsibility for supply chain emissions
Sanjith Gopalakrishnan
This paper examines the rationale and mechanisms for allocating responsibility for greenhouse gas emissions across supply chains. It addresses how Scope 3 accounting and reporting practices, along with policy implications, should assign acc…
Peer-reviewed🌍 GlobalJournalJournal of the Operational Research Society2025#Supply ChainDOI
Green supply chain coordination with profit-sharing and government intervention: a game-theoretic approach applied to the pharmaceutical industry
Milad Darzi Ramandi, Armin Jabbarzadeh, Amin Chaabane +1
This study models green supply chain coordination in the pharmaceutical industry using game theory, analyzing how government emission taxes and incentives affect green investments and profit-sharing contracts. Validation with real-world dat…
Peer-reviewed🌍 GlobalJournalAsian Economic Policy Review2023#Energy TransitionDOI
Comment on “Implications of Deglobalization on Energy and Carbon Neutrality in Asia and the Pacific Region”
Paul J. Burke
This comment on Arimura & Sugino (2024) re-examines Asia-Pacific energy markets after Russia's invasion of Ukraine, showing Russia's share of regional fossil fuel supply remains small (oil 10%, coal 3%, natural gas 2%). It argues climate am…
Preprint🇺🇸 USAPreprints.org2024#Energy EfficiencyDOI
Challenges That Impact the Development of a Multi-generational Low-Carbon Passive House in a Small City
Hanan Wehbi, Tahar Massadi
This qualitative case study identifies technical, managerial, regulatory, and supply-chain barriers encountered during the pre-construction phase of a three-story Passive House in Fayetteville, Arkansas. Interviews and observation reveal th…
🇪🇺 EuropeJournal2023#Carbon AccountingDOI
Trustworthy Supply Chain Exchange for Product Carbon Footprint
Saad Bin Shams, Andreas Kind, Florian Ansgar Jaeger +4
This paper presents TSX, a trustworthy supply chain exchange for product carbon footprint (PCF) sharing. Using AnonCreds verifiable credentials with selective disclosure and blockchain, it enables dynamic, authentic, and integrity-protected…