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.
Peer-reviewed🇨🇳 ChinaJournalGeophysical Research Letters2026#Climate ScienceDOI
Hydrological Threshold for Optimizing Wetland Climate Mitigation
Jinshuai Li, Tianxiang Hao, Hongyang Chen +6
This study synthesizes eddy covariance data from 43 natural wetlands to quantify greenhouse gas responses to water table depth (WTD). Both net ecosystem productivity and methane fluxes show unimodal relationships with WTD, peaking at 50–60 …
Peer-reviewed🇨🇳 ChinaJournalAdvanced Functional Materials2026#Energy EfficiencyDOI
Passive Cooling in the Era of Energy Crisis: Fundamentals, Materials, Applications, and Future Directions
Miaomiao Zhang, Shuo Shi, Joselito Razal +1
This review systematically presents the fundamentals, materials, and applications of passive cooling technologies as zero-energy solutions to address the energy crisis and climate change. It covers advances in materials, structural design, …
Peer-reviewed🇨🇳 ChinaJournalApplied Mathematical Modelling2026#Carbon PricingDOI
Modelling carbon price dynamics with jump-diffusion and higher-order hidden Markov switching
Zhongxiu Chen, Zhehao Huang, C ZHANG +1
This paper proposes a carbon price dynamics model combining jump-diffusion and higher-order hidden Markov switching. It captures price volatility and regime shifts in carbon markets, aiding forecasting and risk management.
Peer-reviewed🇨🇳 ChinaJournalJournal of Cleaner Production2026#Renewable EnergyDOI
Global wind and solar energy sustainable development potential and regional joint optimization assessment under Climate Change
Yunchao Zhuang, Kui Xu, Lingling Bin +4
This study evaluates global wind and solar energy sustainable development potential under climate change scenarios and explores regional joint optimization. It provides insights for renewable energy deployment planning and climate adaptatio…
Peer-reviewed🇨🇳 ChinaJournalEnvironment Development and Sustainability2026#Climate ScienceDOI
Climate change and high-quality economic development: Insights from the perspective of extreme temperatures
Jun Li, Chao Feng
This paper analyzes the impact of extreme temperatures on economic development, exploring how climate change affects high-quality economic growth. While specific findings are unavailable, it provides a crucial perspective on the economic co…
Peer-reviewed🇨🇳 ChinaJournalNature Communications2026#OtherDOI
Cost-effective abatement of industrial sources of nitrous oxide with methane for urgent climate mitigation
Yunshuo Wu, Rongrong Hong, Xuanhao Wu +3
This paper reports a platinum catalyst that converts 99.99% of industrial nitrous oxide (N2O) emissions at 150°C using methane as a reductant. Mechanistic studies reveal reaction-induced Pt nanoparticles enable rapid oxygen species cycling.…
Peer-reviewedJournalJournal of Economics Management and Accounting2026#ESGDOI
Struktur Tata Kelola Perusahaan dan Team-Centric Culture terhadap Pengungkapan Sustainability Report pada Perusahaan Sektor Energi yang Terdaftar di Bursa Efek Indonesia Tahun 2022-2024
Zahrotun Maulidah, Putu Prima Wulandari
This study examines how corporate governance and team-centric culture affect sustainability disclosure among Indonesian energy firms. It finds board size positively impacts disclosure, while other governance factors and team culture show no…
Peer-reviewedJournalJWM (Jurnal Wawasan Manajemen)2026#ESGDOI
The Development of Sustainability Reports In Indonesia: Management Approaches and Performance Indicators (Case Study in the Energy Sector 2020-2024)
Chairina Chairina, Novita Weningtyas Respati, Rasidah Rasidah +2
This paper analyzes the sustainability reports of Indonesian energy companies from 2020-2024, focusing on management approaches and performance indicators (economic, environmental, social, governance) based on GRI standards. Findings show g…
PreprintZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Energy Transparency in Open-Source AI: Training Carbon Footprints and Power Consumption Reporting Standards
Олег Ивченко, Iryna Ivchenko
This paper proposes reporting standards for energy consumption and carbon footprint of open-source AI training. It presents specific metrics and methodologies to enhance transparency, contributing to decarbonization in the AI sector.
PreprintZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Energy Transparency in Open-Source AI: Training Carbon Footprints and Power Consumption Reporting Standards
Олег Ивченко, Iryna Ivchenko
This paper proposes reporting standards for energy consumption and carbon footprint of open-source AI model training. By establishing clear disclosure requirements, it aims to improve transparency and environmental impact assessment of AI d…
Peer-reviewed🇨🇳 ChinaJournalAdvanced Composites and Hybrid Materials2026#OtherDOI
Eco-friendly curcumin-derived carbon quantum dots paired magnetic-carbon nitride for sustainable photocatalytic degradation of ciprofloxacin and antibacterial performance
Basit Ali Shah, Asma Sardar, Kashif Naseem +4
This study developed a novel photocatalyst combining curcumin-derived carbon quantum dots with magnetic carbon nitride. It achieved 94.86% degradation of ciprofloxacin within 50 minutes under visible light and showed ~99.99% antibacterial e…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Fact sheets for all assessed carbon farming practices
Julio Román-Vázquez, Miguel Ángel Repullo-Ruibérriz de Torres
This deliverable presents a harmonized set of Carbon Farming Fact Sheets translating scientific knowledge into practical guidance. It supports climate change mitigation, carbon sequestration, GHG reduction, and soil health within the CREDIB…
Peer-reviewedCNJournalEARTH AND ENVIRONMENT2026#Climate ScienceDOI
Sources of Soil Water, Carbon, and Nitrogen, and Responses of Karst Carbon Sinks in Peak-Cluster Depression Landscapes Under the Influence of Human Activities
Tiantong Zhou, Qiong Xiao, Fajia Chen +6
This study analyzes soil water, carbon, and nitrogen sources in a karst peak-cluster depression in Guangxi, China, and the response of karst carbon sinks to human activities. Using nitrate isotopes and Bayesian mixing models, it finds that …
Peer-reviewed🇨🇳 ChinaJournalMathematics2026#AI × ESGDOI
A Temporal Dendritic Neural Model for Carbon Emission Forecasting
T Zhang, Ting Jin, Kang Wu +1
This paper proposes a Temporal Dendritic Neural Model (TDNM) with a Dendritic Adaptive Learning algorithm for multivariate carbon emission forecasting. Using panel data from 54 Chinese cities (1999-2023) with 13 driving factors, it outperfo…
Peer-reviewed🇨🇳 ChinaJournalEarth s Future2026#PolicyDOI
Thresholds of Carbon and Nitrogen Emissions for Sustainable Development in China
Yi Zhou, Xin Xu, Xi Zhang +1
This study quantifies carbon and nitrogen emission thresholds for achieving SDGs in China using a Coupled Human and Natural Systems model. It finds that meeting carbon- and nitrogen-related SDGs requires 59% reduction in GHG, 50% and 56% re…
Peer-reviewed🇺🇸 USAJournalJournal of Geophysical Research Biogeosciences2026#Climate ScienceDOI
VOCs Impact Soil Carbon Transformations and Sequestration
Zhaoxin Zhang, Juliana Gil-Loaiza, Antonette DiGuiseppe +6
This study examined how five common VOCs (methanol, acetaldehyde, acetone, isoprene, α-pinene) impact soil carbon dynamics using controlled incubations and metabolomics. Carbon retention varied from 22% to 72%, with most carbon ending up as…
Peer-reviewedJournalThermophysics and Aeromechanics2026#HydrogenDOI
Steam conversion of carbon monoxide in an annular microchannel
С. В. Димов, О. А. Гасенко
This paper experimentally studies steam conversion of carbon monoxide (water-gas shift reaction) in a microchannel reactor for hydrogen production. Using a platinum catalyst in an annular slotted channel, it evaluates thermal characteristic…
Peer-reviewedJournal2026#energy_storageDOI
Preparation of Porous Activated Carbon and Multi-Walled Carbon Nanotubes from Pongamia pinnata Biomass for Sustainable Supercapacitor Applications
B. Marichamy, S.Karthikeyan, P.Balasubramaniam
This work synthesizes activated carbon and multi-walled carbon nanotubes from Pongamia pinnata biomass for supercapacitor electrodes. The materials exhibit high surface area and porosity, achieving a specific capacitance of 190 F/g and ener…
Peer-reviewed🇨🇳 ChinaJournalBiology and Fertility of Soils2026#Carbon AccountingDOI
Tumbleweeds mitigate loss of native soil carbon and promote new soil carbon formation in degraded grasslands
Guisen Yang, Jirui Gong, Xicheng Zhang +8
This paper investigates the impact of tumbleweeds on soil carbon dynamics in degraded grasslands. It suggests that tumbleweeds mitigate loss of native soil carbon and promote new soil carbon formation, potentially contributing to improved c…
Peer-reviewed🇨🇳 ChinaJournalJournal of environmental chemical engineering2026#Carbon AccountingDOI
Colloidal Biochar Promotes Microbial Carbon Dioxide Fixation and Enhances Net Soil Organic Carbon Gain
Jia Liu, Yi-Xiang Wang, Wang Kai Tong +7
This study demonstrates that colloidal biochar enhances microbial CO2 fixation and net soil organic carbon gain. Particle size and surface properties of biochar are critical, suggesting its potential as a carbon sequestration strategy.