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-reviewedJournalLimnology and Oceanography2026#Climate ScienceDOI
Significant contribution of petrogenic organic carbon to suspended particulate organic carbon in the Beaufort Sea
Dahae Kim, Jung‐Hyun Kim, Sujin Kang +2
This study investigated sources of particulate organic carbon in the Mackenzie Trough of the Canadian Beaufort Sea using dual-isotope analysis and molecular biomarkers. Applying a Monte Carlo mixing model, they found that petrogenic organic…
Peer-reviewedCNJournalFigshare2026#Climate ScienceDOI
Effects of blue carbon restoration strategies on sediment carbon sinks and underlying mechanisms across contrasting hydrogeomorphic settings
Jia Lin, Xiaoguang Ouyang
This study analyzed sediment carbon and nitrogen accumulation in 90 cores from natural and restored mangroves, seagrass beds, and tidal flats in estuarine and open-coast settings in South China. Using an organic matter diagenetic model, mul…
🇺🇸 USADatasetZenodo2026#Climate ScienceDOI
Repository for "Multi-century cooling after net-zero greenhouse gas emissions."
Tarshish, Nathaniel
This repository provides data and code to reproduce the analysis by Tarshish et al. (2026) on multi-century cooling after net-zero GHG emissions, using the FaIR simple climate model and the ZECMIP multi-model archive.
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-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-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-reviewedCNJournalEnvironmental Research Communications2026#Climate ScienceDOI
Research on driving factors of ozone in Henan province based on explainable machine learning
Jun Yan, Shi Yan, Shihan He +2
This study uses XGBoost and SHAP to analyze ozone pollution in Henan Province (2022-2024). Meteorological factors explain 83.3% of ozone variation, with temperature and solar radiation as key drivers. Regional and seasonal differences highl…
Peer-reviewed🇺🇸 USAJournalMethane2026#Climate ScienceDOI
Coalbed Biogenic Methane: Insights on the “Blind Spots” in Mitigation of Emissions
R. Flores
This systematic review identifies 'blind spots' in biogenic methane emissions from coal sources, including dissolved CH4 in produced water from coalbed methane extraction and flooded abandoned mines. It highlights that current IPCC-tier est…
Peer-reviewedCNJournalAtmospheric Measurement Techniques2026#Climate ScienceDOI
First results of SO
2
columns from FY-3F/OMS instrument observations
Huanhuan Yan, A. Richter, Xingying Zhang +7
This study presents the first global SO2 column retrievals from the FY-3F/OMS instrument (Chinese satellite). Validation against TROPOMI shows good stability over clean oceans (precision ~0.15 DU), successful detection of volcanic plumes, a…
Peer-reviewed🌍 GlobalJournalNature Geoscience2026#Climate ScienceDOI
Iron as a driver of organic carbon fate in permafrost regions
Sophie Opfergelt, Elizabeth Herndon, Casey Bryce +2
This study highlights the critical role of iron in controlling organic carbon decomposition in permafrost soils upon thaw. Iron can both protect organic matter and stimulate methane production via iron reduction. These findings are essentia…
Peer-reviewed🌍 GlobalJournalIndian Journal of Clinical Anaesthesia2026#Climate ScienceDOI
Environmental sustainability in anesthesia: A narrative review of greenhouse gas emissions, mitigation strategies, and global initiatives
Rahul Madhusudan Gattani, Neeta Choudhary Verma
This narrative review outlines greenhouse gas emissions in anesthesia, mitigation strategies, and global initiatives. It highlights the importance of reducing emissions from anesthetic gases as part of climate change mitigation.
Peer-reviewed🌍 GlobalJournalClimatic Change2014#Climate ScienceDOI
Scientific uncertainty and climate change: Part II. Uncertainty and mitigation
Lewandowsky S.
This paper examines the role of scientific uncertainty in climate change mitigation. It analyzes how uncertainty affects policy decisions and proposes decision-making frameworks.
Peer-reviewedJournalSustainability Switzerland2026#Climate ScienceDOI
Evaluation of the Effectiveness of Irrigation and Slow-Release Fertilizer Application on Carrots in Reducing Greenhouse Gas (GHG) Emissions
Filipek-Mazur B.
This study evaluates the effectiveness of irrigation and slow-release fertilizer application on reducing greenhouse gas emissions from carrot cultivation. It provides insights into agricultural emission reduction practices.
Peer-reviewedJournalCarbon Research2024#Climate ScienceDOI
Microplastic pollution as an environmental risk exacerbating the greenhouse effect and climate change: a review
Li K.
This review examines microplastic pollution as an environmental risk that exacerbates the greenhouse effect and climate change. It discusses how microplastics may amplify greenhouse gas emissions and impact climate systems, highlighting the…
Peer-reviewed🌍 GlobalJournalPlos Medicine2018#Climate ScienceDOI
Quantifying excess deaths related to heatwaves under climate change scenarios: A multicountry time series modelling study
Guo Y.
This study quantifies excess deaths due to heatwaves under climate change scenarios using a multicountry time series model. Findings show increased mortality risk with rising temperatures.
Peer-reviewedCNJournalPeerJ2026#Climate ScienceDOI
Temporal and spatial dynamics of Net Primary Productivity and prediction of wetland carbon sequestration potential on the Tibetan Plateau
Liang Cao, Shi Dong, Yuyan Wang +7
This study predicts the spatiotemporal dynamics of net primary productivity (NPP) and wetland carbon sequestration potential on the Tibetan Plateau for 2025-2030 using NDVI, BPNN, Kriging, and CASA model. NPP is projected to increase about …
Peer-reviewed🇨🇳 ChinaJournalAgroforestry Systems2026#Climate ScienceDOI
Agroforestry as a climate mitigation and adaptation strategy in Ghana: a review of policy, socio-cultural, and ecological dimensions
Justice Aduko, John Bosco Baguri Sumani, Kwame Anokye
This review analyzes agroforestry's contribution to climate mitigation and adaptation in Ghana from policy, socio-cultural, and ecological perspectives. It emphasizes integrating local knowledge with policy frameworks.
Peer-reviewedJournalEnvironmental Development2026#Climate ScienceDOI
Expanding Blue Carbon Frontiers: A Proof-of-Concept for Carbon Stored in Floating Coral Reef Ecosystems
Giovanni Giallongo, Nadav Shashar, Baruch Rinkevich
This paper presents a proof-of-concept for quantifying carbon stored in floating coral reef ecosystems, expanding the scope of blue carbon accounting. It explores the potential of these ecosystems as significant carbon sinks, contributing t…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Climate ScienceDOI
Long-Term Socioeconomic Damages Attributable to Future Wildfire Carbon Emissions Under SSP2-4.5 and SSP5-8.5
Wanying Tian, Aobo Liu
This study uses the PAGE-ICE integrated assessment model to quantify long-term socioeconomic damages from wildfire CO2 emissions under climate change. By 2100, wildfire emissions increase atmospheric CO2 by up to 56.1 ppm and cause addition…