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.
PreprintarXiv2026#Energy TransitionDOI
XGBoost "is all you need": the case of forecasting transmitted heat energy in District Heating Systems
Milan Zdravković
This study compares XGBoost and LSTM for forecasting transmitted heat energy in District Heating Systems (DHS). Using real-world data, XGBoost consistently outperforms LSTM, with lower computational cost and carbon footprint. The performanc…
Peer-reviewedJournal#Other
Constructed floating wetlands cut greenhouse gas emissions from wastewater lagoons.
(著者不明)
This study demonstrates that constructed floating wetlands can reduce greenhouse gas emissions from wastewater lagoons, offering a dual benefit of water treatment and climate mitigation.
Preprint2026#agricultureDOI
Managed pasture combines net methane uptake with the lowest soil greenhouse gas balance in a tropical savanna comparison
Vicente Batista Souza Junior, Francisco Paulo Amaral Junior, Camila Eduarda Souza de Sousa +7
In the Brazilian Cerrado, soil N2O and CH4 fluxes were compared across integrated crop-livestock (ICLs), long-term managed pasture (MP), and native vegetation (NV). MP was a net CH4 sink, offsetting 18.65% of its N2O emissions in CO2-equiva…
Peer-reviewedCNJournalRemote Sensing2026#AI × ESGDOI
A Frequency-Domain Variable Dependency-Guided Transformer for Multivariate Greenhouse Gas Forecasting from TCCON Remote Sensing Observations
Shaofei Wang, Ruyi Wei, Yuqi Li +4
This study proposes ReDP-VT, a novel deep learning model for forecasting greenhouse gas concentrations using TCCON observations. It leverages frequency-domain inter-gas dependencies to guide Transformer self-attention, capturing dynamic rel…
Peer-reviewed🇺🇸 USAJournalInternational Review of Economics & Finance2026#Climate FinanceDOI
Greenhouse Gas Emission, Corporate Capital Structure, and Financial Decisions: US State-Level Evidence
Hai Hong Trinh
Using US state-level data, this study empirically examines how greenhouse gas emissions affect corporate capital structure and financial decisions. It investigates how high-emitting firms adjust financing and capital structure, shedding lig…
Peer-reviewedJournalEnvironmental Research2026#Climate ScienceDOI
Shifts in soil microbial diversity and greenhouse gas emission dynamics
Qiang Wang, Chenyan Sha, Fengyi Wang +3
This study examines how shifts in soil microbial diversity affect greenhouse gas (GHG) emissions, focusing on the role of soil microbes in agricultural ecosystems and climate change mitigation. Specific findings are not available, but it su…
Peer-reviewedJournalResources, Conservation and Recycling2026#Climate ScienceDOI
Water management and nutrient enrichment drive distinct spatial patterns of greenhouse gas emissions from paddy fields to ditches
Changqing Shi, Lei Wang, Wei Ouyang +6
This study examines how water management and nutrient enrichment shape spatial patterns of greenhouse gas (GHG) emissions from paddy fields to drainage ditches. Paddy fields are significant agricultural GHG sources, and understanding emissi…
Peer-reviewedJournalBiomass and Bioenergy2026#Energy TransitionDOI
A systematic review of emerging bioenergy pathways: Comparison of economic viability and greenhouse gas emissions
Jui Saha, Mark Mba-Wright, Yu Wang
This systematic review compares the economic viability and greenhouse gas emissions of emerging bioenergy pathways, identifying promising routes based on technological maturity and cost competitiveness. It provides evidence useful for polic…
Peer-reviewedCNJournalAtmospheric Environment2026#PolicyDOI
Drivers of air pollutant and greenhouse gas emissions since 2010 in Greater Bay Area, China
Jie Li, Yuhang Xie, Zhijiong Huang +2
This paper analyzes the drivers of air pollutant and greenhouse gas emissions in China's Greater Bay Area since 2010, decomposing regional emission trends to inform policy and decarbonization strategies.
Peer-reviewedJournalJournal of Environmental Management2026#OtherDOI
Constructed floating wetlands cut greenhouse gas emissions from wastewater lagoons
Lukas Schuster, Peter I. Macreadie, John Awad +2
This study demonstrates that constructed floating wetlands can reduce greenhouse gas emissions from wastewater lagoons, offering a nature-based solution for climate mitigation.
Peer-reviewedJournalJournal of Thermal Analysis and Calorimetry2026#Energy TransitionDOI
Optimization of PV/T parameters and dynamic energy simulation of a detached single-family house targeting net zero energy building status
Yusuf Ali Kara, Abdullah Duzcan
This paper optimizes PV/T (photovoltaic-thermal) parameters and conducts dynamic energy simulation for a detached single-family house to achieve net zero energy building (ZEH) status. It demonstrates an integrated approach combining renewab…
Peer-reviewed🇪🇺 EuropeJournalSwiss Political Science Review2026#PolicyDOI
Do Net‐Zero Targets Embedded in (
<scp>EU</scp>
) Legislation Increase Public Support for Climate Policies?
Goran Dominioni, Jaroslaw Kantorowicz, Alberto Quintavalla
This study uses survey experiments in France and Hungary to test whether legally binding net-zero targets increase public support for climate policies compared to non-binding commitments. Results show no significant difference, suggesting t…
Peer-reviewedJournalAJARCDE (Asian Journal of Applied Research for Community Development and Empowerment)2026#Climate ScienceDOI
Conceptual Review of Urban Molecular Organic Signatures for Environmental Forensics and Net-Zero Transition in Serpong
Rafeyfa Calla Asylacleosa Aisyhafiy, Aufa Avanina Aydani, Deni Samsudin Permana
This conceptual review proposes Urban Molecular Signatures (UMS) integrating PAHs, VOCs, and phthalates for environmental forensics and net-zero transition in non-industrial satellite cities like Serpong, Indonesia. It synthesizes existing …
Peer-reviewedJournalEnergy and Climate Change2026#Energy TransitionDOI
Sectoral pathways for national decarbonization: A hybrid input–output and DEA–Malmquist analysis of Mexico’s energy and productivity performance
David Silva Gutiérrez, Zeus Hiram Zamora-Guevara, Martin Flégl +1
This paper combines input-output analysis with DEA-Malmquist indices to examine sectoral energy use and productivity trends in Mexico, proposing sectoral pathways for national decarbonization. It provides empirical evidence to inform energy…
Peer-reviewedJournalEconomic Analysis and Policy2026#Energy TransitionDOI
Spillover Effects of Decarbonization on Global Value Chains: Policy Coordination Perspectives of Marketization and Digitalization
Fenxia Shan, Xin Huang, Xuanxuan Jin
This paper analyzes the spillover effects of decarbonization policies on global value chains (GVCs), emphasizing the importance of policy coordination between marketization and digitalization. It focuses on cross-border emission reduction s…
Peer-reviewedJournalUnconventional Resources2026#CCUSDOI
Post-combustion carbon capture in the cement industry: A critical review of its decarbonization potential
Mostafa Ser, Abdalla Talaat, Mohamed Ezzeldin +1
This critical review assesses the decarbonization potential of post-combustion carbon capture (PCC) in the cement industry. It examines technical maturity, costs, energy penalties, and policy support, highlighting challenges for industrial-…
Peer-reviewedJournalBusiness Strategy and the Environment2026#Energy TransitionDOI
Industrial Symbiosis as a Neglected Opportunity in Industrial Decarbonisation Pathways: Qualitative Insights From the Australian Manufacturing Sector
Marzieh Dehghan Niri, A S M Monjurul Hasan, Andrea Trianni
This qualitative study examines industrial symbiosis (IS) in Australian manufacturing, finding that material flow exchange (MFE) is driven primarily by economic rationality and cost savings, with environmental concerns peripheral. Structura…
Peer-reviewed🇪🇺 EuropeJournalEnergy Research & Social Science2026#Energy TransitionDOI
The geopolitics of decarbonization: How changing international relations reshape the European Union's sustainability transition
Christoph P. Kiefer
This paper analyzes how changing international relations reshape the European Union's sustainability transition from a geopolitical perspective. It examines the impact of shifting international cooperation and resource supply uncertainties …
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI
Decarbonization of Tourism-Related Sectors in Croatia: Evidence from Sector-Specific CO2 Emissions
Mirjana Jeleč Raguž, Svjetlana Letinić, Verica Budimir
This study analyzes production-based CO2 emissions from tourism-related sectors in Croatia (accommodation/food service and transportation/storage) from 2006 to 2024, using carbon intensity analysis, Mann-Kendall trend test, and Tapio decoup…
Peer-reviewed🇺🇸 USAJournalCambridge Journal of Regions, Economy and Society2026#PolicyDOI
Aligning climate and housing goals: a data-driven approach to support equitable decarbonisation policy design
Dongxiao Niu, Justin Steil, Siqi Zheng
Using the staggered adoption of Massachusetts' Stretch Energy Code as a quasi-natural experiment, this paper estimates causal effects on housing prices and new construction. Effects are modest on average but concentrated in low/median-incom…