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.
PreprintZenodo2026#AI × ESGDOI
Digital Twin-Enabled Predictive Maintenance for Climate-Smart Food Dehydration in Tropical Climates
Saheed A. Adeniyi, Adeyemi A. Adefisan-Williams, Rukayat Abisola Olawale, Daniel O. Olokpo and Elizabeth I. Igbodor
This study develops a digital twin coupling a physics-based drying-kinetics engine with an autoencoder-driven predictive maintenance engine for a hybrid solar-electric dehydrator in tropical Nigeria. It predicted moisture ratio with RMSE 0.…
Peer-reviewedJournalSoil Ecology Letters2026#OtherDOI
Green manure and chemical fertilizer optimization to mitigate greenhouse gas emission: A solution towards sustainable and climate-resilient agriculture
Tahir Shah, Muhammad Sufhan Tahir, Yunli Tang +7
This paper explores optimal combinations of green manure (cover crops) and chemical fertilizers to reduce greenhouse gas (GHG) emissions from agriculture. It provides insights for sustainable farming practices and aims to strengthen agricul…
Peer-reviewedJournalEnvironment, Development and Sustainability2026#Climate ScienceDOI
Research on greenhouse gas emission characteristics and influencing factors in permafrost areas of the different seasons
Jun Li, Liang Ma, Shuying Zang +1
This paper investigates greenhouse gas emission characteristics and influencing factors in permafrost areas across different seasons. It is important for understanding climate feedback mechanisms but not directly applicable to corporate dec…
Peer-reviewed🌍 GlobalJournalJournal of Plant Nutrition and Soil Science2026#Carbon AccountingDOI
Biochar and Hydrochar as Soil‐Based Carbon Sequestration Technologies: Implications for Greenhouse Gas Mitigation
João Marcos Rodrigues dos Santos
This review compares biochar and hydrochar as carbon sequestration technologies. Biochar offers long-term stability in soils, while hydrochar is advantageous for wet feedstocks but less stable. Life-cycle assessments show biochar consistent…
Peer-reviewedJournalAgriculture, Ecosystems & Environment2026#OtherDOI
Nitrogen source composition shapes productivity–greenhouse gas trade-offs in saline–alkali rice systems
Xiang Zhang, Yang Liu, Jun Li +11
This study examines how different nitrogen sources affect the trade-off between rice yield and greenhouse gas emissions (methane and nitrous oxide) in saline-alkali paddy fields, suggesting optimized fertilization strategies can reduce emis…
Peer-reviewedJournalGAZI UNIVERSITY JOURNAL OF SCIENCE2026#AI × ESGDOI
Time Series Forecasting of Greenhouse Gas Emissions Using Deep Learning
Damla Yalçıner Çal, Ecir Uğur Küçüksille
This study uses the EDGAR dataset (1970-2023) to forecast GHG emissions with LSTM and Transformer models. While LSTM captures long-term trends, it underperforms a naive benchmark under regime changes. Transformer shows improvement for the l…
JournalElgar Encyclopedia of Life Cycle Sustainability Assessment2026#Carbon AccountingDOI
Greenhouse gas emissions
Stephan Krinke, Yu-Yi Lin
A study on greenhouse gas emissions, likely covering sources, trends, and mitigation strategies critical for decarbonization.
Peer-reviewed🇪🇺 EuropeConferenceWIT Transactions on Ecology and the Environment2026#Energy TransitionDOI
THE CUMULATIVE AIR QUALITY IMPACTS OF NET ZERO TECHNOLOGIES: A CASE STUDY OF THE HUMBER AND TEESSIDE INDUSTRIAL CLUSTERS, UK
JAMIE BOST, MARK BROOMFIELD, SAM GORJI +4
This paper assesses the cumulative air quality impacts of deploying net zero technologies in the Humber and Teesside industrial clusters in the UK. It provides empirical evidence on the co-benefits of decarbonization for local air quality, …
Peer-reviewedJournalNature Climate Change2026#Climate ScienceDOI
Multi-century cooling after net-zero greenhouse gas emissions
Nathaniel Tarshish, Nadir Jeevanjee, Inez Fung
This climate modeling study suggests that even after achieving net-zero greenhouse gas emissions, global temperatures may continue to cool for centuries. It implies that reaching net-zero alone may not be sufficient for long-term climate st…
Peer-reviewedJournalNature Climate Change2026#Climate ScienceDOI
Less than net zero needed to stabilize climate
Andrew H. MacDougall
This paper argues that stabilizing the climate requires reducing emissions below net zero (net-negative emissions), implying that conventional net zero targets are insufficient.
Peer-reviewedJournalEnergy and Climate Change2026#Energy TransitionDOI
System dynamics modelling of India’s net zero transition
Ramya Natarajan, Aparna Sundaresan, Kaveri Ashok +12
This paper uses system dynamics modelling to analyze India’s net zero transition. It quantitatively evaluates the effects of renewable energy deployment and policy interventions, presenting decarbonization pathways to 2050. The model incorp…
Peer-reviewed🌍 GlobalConferenceWIT Transactions on Ecology and the Environment2026#Scope 3DOI
ASSESSING THE MATERIALITY OF VALUE-CHAIN EMISSIONS FOR ORGANIZATIONAL DECARBONIZATION STRATEGY DEVELOPMENT: A CASE STUDY OF THE AUTOMOTIVE INDUSTRY
UPENDRA ARJEEWANI WEERATHUNGA DON MERENCHIGE, SHOUXUN JI
This paper assesses the materiality of value-chain emissions (Scope 3) for decarbonization strategy in the automotive industry. Through a case study, it identifies emission hotspots across the supply chain and proposes a prioritization fram…
Peer-reviewedCNJournalBuildings2026#Energy EfficiencyDOI
Technology Prioritisation and Collaborative Retrofit Pathways for Public Building Decarbonisation: Evidence from a Sample of 218 Real-World Retrofit Projects
Zhenwei Guo, Yan Qu, Chan Xia +4
Using 218 real-world retrofit projects in China's Hot Summer and Cold Winter region, this study applies XGBoost-SHAP and Apriori analysis to identify core technologies (roof insulation, external wall insulation, ventilation) and three co-ad…
Peer-reviewedJournalResults in Engineering2026#Energy EfficiencyDOI
Heating performance of a dual-source PV/T heat pump with potential for building energy decarbonization
Emmanuel Bisengimana, Yanping Yuan, Gaudence Nyiranzeyimana +3
This paper evaluates the heating performance of a dual-source PV/T (photovoltaic/thermal) heat pump system and its potential for building energy decarbonization. It analyzes system efficiency and practicality, highlighting benefits of renew…
Peer-reviewedJournalBMC Medical Education2026#OtherDOI
Student participation in accelerated experience-based co-design for healthcare decarbonisation education: a focused ethnographic study
Nuala McLaughlin-Borlace, Stephanie Craig, Tara Anderson +12
This study used an Accelerated Experience-Based Co-Design (AEBCD) approach with embedded focused ethnography to co-design a gamified e-resource for healthcare decarbonisation education. Fifteen nursing and pharmacy students participated in …
JournalElgar Companion on Inequality and Natural Resources2026#Energy TransitionDOI
Decarbonization and inequality from the supply side: mining and education in Peru
Osmel Manzano, Daniela Valdivia
This paper examines the impact of decarbonization, particularly in the mining sector, on education and inequality in Peru. It takes a supply-side perspective, focusing on the distribution of social costs and benefits from the clean energy t…
Peer-reviewedCNJournalHumanities and Social Sciences Communications2026#Energy TransitionDOI
Assessment of the shipping decarbonization along the Maritime Silk Road
Zhijia Tan, Likun Li, Ming Wang +2
This paper assesses the current state and challenges of shipping decarbonization along the Maritime Silk Road. It explores strategies such as alternative fuels and operational efficiency, highlighting the need for international cooperation.
Peer-reviewedJournalIconic Research and Engineering Journals2026#CCUSDOI
Decarbonization through Carbon Capture and Storage Applications for Saudi Arabia
(著者不明)
This paper examines the application of carbon capture and storage (CCS) technology in Saudi Arabia for decarbonization. It analyzes specific use cases, economic feasibility, and policy implications, exploring the role of CCS in the energy t…
Peer-reviewedConferenceInternational Geoscience and Remote Sensing Symposium IGARSS2019#Climate ScienceDOI
Novel long-term global indicators of plant productivity from microwave satellites
Dorigo W.
This paper proposes novel long-term global indicators of plant productivity using microwave satellite data. It may contribute to climate impact assessment and carbon cycle modeling.
Peer-reviewedConferenceInternational Youth Conference on Radio Electronics Electrical and Power Engineering Reepe2025#HydrogenDOI
Interleaved Multi-Port Non-Isolated DC/DC Converter for Green Hydrogen Production with PV/PEM Electrolyzer System
Elbakly A.M.
This paper proposes an interleaved multi-port non-isolated DC/DC converter for green hydrogen production using PV and PEM electrolyzer. The converter features multiple input ports, enabling efficient and low-ripple power conversion, which i…