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 · JournalNature Sustainability2026#OtherDOI
Microbial upcycling of plastic waste to levodopa
Benjamin Royer, Yuta Era, M. Valenzuela-Ortega +10
This paper reports a microbial method to upcycle plastic waste into levodopa, a drug used for Parkinson's disease. It presents a novel pathway for plastic waste valorization.
📚 Peer-reviewed · JournalInternational Journal for Sciences and Technology2026#OtherDOI
The Diverse Roles of Microorganisms in Biomedicine, Industry, and the Environment: A Study of Algae, Bacteria, Fungi, and Viruses
P. Thirupathi
This paper systematically reviews the evolving roles of microorganisms (algae, bacteria, fungi, viruses) in biomedicine, industry, and the environment. It covers recent advances in viral vectors for gene therapy, bacteriophage therapy for M…
📚 Peer-reviewed · JournalDefect and Diffusion Forum2026#OtherDOI
Numerical Multiphysics CFD Modelling of Porosity Evolution in Thermoset Prepreg Microstructures
Anne Lise Briard, Raffaele D'Elia, F. Berthet +2
This paper presents a multiphysics CFD solver to predict porosity evolution in carbon fiber reinforced polymer manufacturing. Simulations of standard autoclave cycles capture void compression and transport during resin viscosity drop and fr…
📚 Peer-reviewed · JournaliScience2026#OtherDOI
Hybrid multiscale forecasting of SRU sulfur gas concentrations using VMD CEEMDAN and optimized PatchTST
Wenzhe Sun, Longhao Li, Binglin Lu +2
This study proposes a hybrid multiscale framework combining VMD, CEEMDAN, an enhanced PatchTST with ProbSparse attention, and projection iterative optimization for forecasting H2S and SO2 concentrations in SRUs. Experiments on Italian refin…
📚 Peer-reviewed · JournalScience Discovery Energy2026#OtherDOI
Ethiopian Coal Deposits: Resource Development and Future Prospects
Wakjira Tesfaye
This review synthesizes knowledge on Ethiopian coal deposits (297 Mt registered, ~600 Mt estimated), evaluating quality and suitability for thermal combustion and advanced conversion. It argues that with clean coal technologies (CCT) and em…
📚 Peer-reviewed · JournalJournal of Environmental Chemical Engineering2026#OtherDOI
Copper speciation governs greenhouse gas emissions in manganese-modified biochar amended soil
Zehua Zhao, Zhiqiang Wang, Honghong Lyu +1
This study investigates how copper speciation influences greenhouse gas (GHG) emissions in soil amended with manganese-modified biochar. Different copper forms alter GHG emission patterns, suggesting implications for biochar-based soil mana…
📚 Peer-reviewed · JournalScientific Reports2026#OtherDOI
Evaluation of greenhouse gas emissions from Bonga and Menz sheep breeds managed under community-based breeding program
Assemu Tesfa, Mengistie Taye, Aynalem Haile +11
This study evaluates greenhouse gas emissions from Bonga and Menz sheep breeds under a community-based breeding program in Ethiopia, providing emission factors for livestock management.
📚 Peer-reviewed · JournalApplied Soil Ecology2026#OtherDOI
Response of greenhouse gas emissions, nitrogen loss and microbial communities to the presence of conventional and biodegradable microplastics in soil
Wenxu Li, Mengxiao Li, Jiaju He +8
This study investigates how conventional and biodegradable microplastics affect soil greenhouse gas emissions, nitrogen loss, and microbial community composition. Findings likely show differential impacts on emissions and microbial structur…
📚 Peer-reviewed · JournalField Crops Research2026#OtherDOI
Quantifying multi-objective trade-offs in maize production and greenhouse gas emissions under brackish water irrigation using GAM–NSGA-II
Chenchen Wei, Yu Wang, Yanbing Chi +7
This study uses a multi-objective optimization framework (GAM-NSGA-II) to quantify trade-offs between maize yield and greenhouse gas emissions under brackish water irrigation. It identifies optimal irrigation salinity and fertilization stra…
📚 Peer-reviewed · JournalInternational Breastfeeding Journal2026#OtherDOI
Gender-just reductions in greenhouse gas emissions in maternity care services through the ‘baby- friendly hospital initiative’: a scoping review
Andini Pramono, Tuan T. Nguyen, Amy Weissman +4
This scoping review examines how the baby-friendly hospital initiative can contribute to gender-just reductions in greenhouse gas emissions in maternity care services. It synthesizes evidence on the intersection of climate action and gender…
🇺🇸 USA📚 Peer-reviewed · JournalNACTA Journal2026#OtherDOI
Multi-disciplinary, Integrative Approach in Wetland Delineation Training enhanced with Greenhouse Gas Assessments
Diego Della Lunga, Kristofor Brye, Lisa Wood +5
This study evaluates an integrative, problem-based approach in a Wetland Soils course enhanced with greenhouse gas assessments. Comparing the 2023 integrative course with traditional courses from previous years, student comprehension rating…
📚 Peer-reviewed · JournalCleaner Food Systems2026#OtherDOI
Greenhouse gas emission of coffee seedling production: Comparative analysis of generative, vegetative, and grafting methods
Dhanang Eka Putra, Andik Irawan, Sepdian Luri Asmono +4
This study compares greenhouse gas emissions from different coffee seedling production methods: generative, vegetative, and grafting. While it provides a specific example of Scope 1 emissions in agriculture, its relevance to broader GX topi…
📚 Peer-reviewed · JournalJournal of Technology and Innovation2026#OtherDOI
Decarbonization Part 1: Importance of Particulate Pollution Monitoring in Morelos, Mexico
Luis Ivan Ruiz-Flores, Luis Cisneros-Villalobos, Hugo Albeiro Saldarriaga-Noreña +1
This paper highlights the importance of monitoring particulate pollutants (PM2.5, PM10, ozone) in Morelos, Mexico, for achieving sustainability goals, protecting public health, and mitigating climate change. It notes that concentrations exc…
📚 Peer-reviewed · JournalWaste Management2026#OtherDOI
Apply machine learning to predict greenhouse gas emissions in aerobic composting and achieve emission reduction by nanomembrane covering mode
Wei Zhao, Xuan Wang, Xiping Sun +3
This paper proposes using machine learning to predict GHG emissions in aerobic composting and achieve reduction via nanomembrane covering. The method can significantly reduce emissions compared to conventional composting, and the ML model e…
CN📚 Peer-reviewed · JournalAgriculture2026#OtherDOI
Ridge Tillage Cultivation Reduced Greenhouse Gas Emissions in Cold-Region Paddy Fields
Junpeng Zhang, Yuxuan Jiangxu, Haicheng Zhao +7
A two-year field experiment in cold-region paddy fields in Northeast China found that ridge tillage (RC) reduced methane (CH4) emissions by 50-71% compared to conventional cultivation while maintaining rice yield. Nitrous oxide (N2O) emissi…
📚 Peer-reviewed · JournalField Crops Research2026#OtherDOI
Optimizing green manure application for achieving reduced greenhouse gas emissions and sustained crop yields
Dantong Liu, Changchun Song, Yanyu Song
This study explores optimization of green manure application to reduce greenhouse gas emissions while sustaining crop yields. It evaluates the impact of application patterns and rates on N2O and CO2 emissions, providing insights for sustain…
📚 Peer-reviewed · JournalAgriculture, Ecosystems & Environment2026#OtherDOI
Balancing productivity and greenhouse gas emissions: Evaluating legume–grass mixtures in managed boreal grasslands
Petra Manninen, Sanni Semberg, Hem Raj Bhattarai +7
This study evaluates the impact of legume-grass mixtures on productivity and greenhouse gas emissions in managed boreal grasslands. It suggests that incorporating legumes can reduce nitrogen fertilizer use and N2O emissions while maintainin…
📚 Peer-reviewed · JournalBioresource Technology Reports2026#OtherDOI
Mitigating greenhouse gas emissions from composting systems: A systematic review of process modifications and additive strategies
Shubham More, Ashootosh Mandpe
This systematic review evaluates process modifications and additive strategies to mitigate GHG emissions from composting. It summarizes the effectiveness of aerobic optimization and additives like biochar, quantifying reduction potentials. …
CN📚 Peer-reviewed · JournalSoil and Tillage Research2026#OtherDOI
Effects of continuous straw and equivalent straw-derived biochar application on soil multifunctionality, crop productivity, and greenhouse gas emissions
Junsheng Lu, Wei Zhang, Xuezhi Liu +3
This study compares continuous straw return and equivalent straw-derived biochar application on soil multifunctionality, crop productivity, and greenhouse gas emissions. Biochar may improve soil carbon storage and reduce GHG emissions, thou…
📚 Peer-reviewed · JournalApplied Soil Ecology2026#OtherDOI
Nitrogen dynamics and greenhouse gas emissions from soil amended with biobased fertilizers derived from fishery waste and by-products
Jingsi Zhang, Çağrı Akyol, Hongzhen Luo +2
This study evaluates nitrogen dynamics and greenhouse gas (GHG) emissions from soil amended with biobased fertilizers from fishery waste. Results suggest potential for GHG reduction but further research is needed.