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.
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
Regional Energy Deployment System Model 2.0 (ReEDS 2.0)
Brown, Patrick, Carag, Vincent, Chen, Yunzhi +19
ReEDS is a capacity planning model for the power sector that simulates the evolution of generation and transmission from present to 2050 and beyond. It is used for scenario analysis of renewable deployment and grid expansion, supporting ene…
Preprint🇯🇵→🌍 Japan-to-Global🇯🇵 JapanZenodo2026#CCUSDOI
Data and code for a time-resolved and region-sensitive climate assessment of thirteen CO2 capture, utilization and recycling pathways for municipal waste incineration
Cheng, Tianjiao, Onoda, Hiroshi
This release provides complete data and code for a time-resolved, region-sensitive climate assessment of thirteen CO2 capture, utilization, and recycling pathways for a Japanese municipal waste incinerator. It harmonizes pathways onto a fos…
🌍 GlobalDatasetZenodo2026#Carbon PricingDOI
Replication data and code for "Carbon Pricing and Per-Capita Greenhouse Gas Emissions in OECD Countries: Evidence from a Fixed-Effects Panel"
Marques Alves Aguiar, Gabriela
This replication package provides data and code for a fixed-effects panel analysis of OECD countries (2015-2023), examining whether stronger carbon-pricing signals are associated with lower per-capita GHG emissions. It offers reproducible e…
Preprint🌍 GlobalZenodo2026#AI × ESGDOI
Reproducibility snapshot v4.23.0 for "The anti-maladaptation filter hypothesis: cohort-scale empirical test that NAM-classification-filtered portfolio allocation delivers higher expected avoided-loss NPV than five naive baseline allocations for climate adaptation of 725,462 electricity substations across 39 OECD countries"
Bérard, Cedric
This snapshot demonstrates that NAM-classification-filtered portfolio allocation outperforms five naive baselines in expected avoided-loss NPV for climate adaptation of 725,462 substations across 39 OECD countries. At the reference cell, al…
Preprint🌍 GlobalZenodo2026#CCUSDOI
Evaluation of National Greenhouse Gas Removal Potential in Great Britain under a Changing Climate Using a Process-based Land Surface Model
Chou, Hsi-Kai, Harper, Anna, Argles, Arthur +4
This study evaluates the greenhouse gas removal (GGR) potential of afforestation in Great Britain under climate change using the process-based land surface model JULES-RED. Under a low-climate-change scenario (RCP26_EM15), widespread Sitka …
🇺🇸 USADatasetZenodo2026#Supply ChainDOI
A 17-year vessel-level dataset of port congestion, operational mode, and idling emissions at five major US ports (2009-2025)
Ashuraliyev, Abduxoliq
This dataset provides vessel-level dwell times, operational modes, and CARB-calibrated idling emissions for five major US ports from 2009-2025, derived from AIS data. It enables analysis of port congestion and its climate impact, validated …
PreprintZenodo2026#Energy EfficiencyDOI
Silicon afterlife
Maroua, Karmach
This study examines the environmental and security implications of digital data after expiration, coining the 'digital coffin crisis.' Unmanaged digital remnants contribute to continued server energy consumption and data misuse risks. Field…
PreprintZenodo2026#Energy TransitionDOI
zy22159-tech/Future_GHG_Reservoir: Code For: Hydropower reservoirs will lead energy-sector carbon emissions by 2050 under a Net-Zero Scenario
Zilin Wang
This repository provides supplementary code for a manuscript showing that hydropower reservoirs will become the leading source of energy-sector carbon emissions by 2050 under a net-zero scenario. It quantifies GHG emissions from reservoirs,…
PreprintarXiv2026#Energy Transition
Moisture Effects in Medium-Voltage Underground Distribution Systems: a perspective overview
Diana Enescu, Elena Otilia Virjoghe, Simone Vincenzo Suraci +6
This review provides an integrated overview of moisture effects in medium-voltage underground cable systems and accessories. It highlights that insulation material choice is key to mitigating moisture ingress, and discusses diagnostic techn…
🇨🇳 ChinaDatasetScience Data Bank2026#Energy TransitionDOI
Lithium Iron Phosphate Battery Aging Test under Energy Storage Operating Conditions
Niu Hongbin, Deng Aidong
This paper conducts aging tests on lithium iron phosphate batteries under realistic energy storage operating conditions, evaluating capacity fade and internal resistance changes. It provides insights for battery lifetime prediction and oper…
Peer-reviewed🇺🇸 USAJournalAmerican Journal of Environmental Economics2026#agricultureDOI
Evaluating the Cost-Effectiveness of On-Farm Greenhouse Gas Mitigation Practices Using: COMET-Planner and USDA Data
Anuj Dhakal, Lila B. Karki, Dharma Raj Katuwal
This study evaluates the cost-effectiveness of five agricultural GHG mitigation practices (cover cropping, mulching, no-tillage, crop rotation, strip-cropping) in three Maryland counties using COMET-Planner and USDA cost data. Cover croppin…
Peer-reviewedJournalWater Research2026#OtherDOI
The tailwater blind spot: Greenhouse gas hotspots in factory-style aquaculture cascades
Yiwen Zhang, Y. Jun Xu, Yifei Zhang +2
This study identifies greenhouse gas hotspots in the tailwater treatment of factory-style aquaculture cascades, suggesting potential for emission reductions across the system. It offers a new perspective for decarbonizing the aquaculture se…
Peer-reviewedCNJournalFrontiers in Marine Science2026#PolicyDOI
Regulating project-associated greenhouse gas emissions from deep-seabed mining: a climate-sensitive EIA framework for the International Seabed Authority
Wanping Zeng
This paper proposes a climate-sensitive EIA framework for deep-seabed mining, arguing that ITLOS and ICJ advisory opinions require the International Seabed Authority to integrate GHG emissions assessment into its environmental regime. It ou…
Peer-reviewedCNJournalFood Quality and Safety2026#AI × ESGDOI
Greenhouse Gas Emissions Optimization for Vegetable Processing in Production Area Using Deep Deterministic Policy Gradient
Jianxun Zhao, Mingxuan Huang, Changqing Tian +1
This study optimizes GHG emissions in vegetable handling processes using Deep Deterministic Policy Gradient (DDPG). Sensitivity analysis identifies key parameters, and a Markov decision process model with multi-objective reward design minim…
Peer-reviewed🌍 GlobalJournalEnergy & Environment2026#Carbon PricingDOI
Investigating the effects of carbon tax and emissions trading on greenhouse gas emissions reduction: Evidence from a global analysis
Bao-Linh Tran, Yun-Ju Huang, Wei-Chun Tseng +1
Using panel data from 74 countries (2010-2022), this study compares the emission reduction effects of carbon tax (CT) and emissions trading (ETS). When using coverage-adjusted carbon prices, both are equally effective, but with nominal pric…
Peer-reviewedJournalNursing Clinics of North America2026#Energy TransitionDOI
Mitigating Greenhouse Gas Emissions in Health Care
Jamie Dwyer, Katie Wickman, Shanda Demorest +1
The healthcare sector is a significant source of greenhouse gas emissions, and reducing them is crucial for climate action. This paper examines the potential and challenges of emission reduction in healthcare settings, advocating for a tran…
Peer-reviewedCNJournalEnvironmental Science & Technology2026#Energy TransitionDOI
Probabilistic
Scenarios
Reveal the Impacts of China’s
Energy System Net-Zero Transition on the Water–Energy–Food
Nexus
Shu Zhang, Wenying Chen
This study develops a probabilistic framework integrating bottom-up models of China's water-energy-food (WEF) systems with Monte Carlo simulations to assess the impacts of the net-zero energy transition. Exploring over 4,000 uncertainty cas…
Peer-reviewed🌍 GlobalJournalEnergy Policy2026#HydrogenDOI
A policy-navigation framework for exploring hydrogen integration pathways in Great Britain towards net zero
Mohamed Abuella, Adib Allahham, Sara Louise Walker
This paper proposes a policy-navigation framework to explore hydrogen integration pathways for Great Britain's net-zero target. It analyzes interactions between policy choices and technology deployment, clarifying hydrogen's role. It provid…
Peer-reviewed🌍 GlobalJournalBritish Journal of Surgery2026#Energy TransitionDOI
TPT 7.03 Road to Net Zero NHS: A Digital Pathway for Postoperative Monitoring
Hui Bing Lim, Jia Mang Lee, Giles Bond-Smith
An observational study in UK NHS emergency surgery found that digital remote monitoring of postoperative wounds via the 'Care4Today Recovery' app reduced patient travel and associated carbon emissions by 80%. Of 55 patients, 30 reported con…
Peer-reviewedJournalRenewable and Sustainable Energy Transition2026#Energy TransitionDOI
Critical Materials in Emerging Economy Energy Transitions: Evidence from Brazil’s Net-Zero Pathway
V. A. C Freret, L. Barros, I.B. Julião +4
This paper analyzes the nexus between critical materials and energy transitions in emerging economies, using Brazil's net-zero pathway as a case study. It examines supply-demand dynamics and policy implications for materials needed in renew…