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.
Peer-reviewed🇨🇳 ChinaJournalMarine Environmental Research2026#Climate ScienceDOI
Atmospheric deposition, aquatic transformation and marine carbon sequestration potential of black carbon: A critical review
Kexin Wu, Jianwei Xing, Jinming Song +8
This review synthesizes the pathways of black carbon from atmospheric deposition to marine sequestration, highlighting the ocean's role in climate mitigation. It contributes to understanding the carbon cycle but has limited direct policy or…
Peer-reviewedJournalForest Ecology and Management2026#Climate ScienceDOI
Is the Indian Sundarban approaching a carbon tipping point? Evidence from long-term blue carbon dynamics and their associated drivers
Sinchan Banerjee, Abhisek Santra, Shreyashi S. Mitra
This study analyzes long-term blue carbon dynamics in the Indian Sundarbans and their drivers, suggesting the region may be approaching a carbon tipping point. It assesses how climate change and anthropogenic pressures affect mangrove carbo…
Peer-reviewed🌍 GlobalJournalNature Communications2026#Climate ScienceDOI
Increased maximum carbon release offsets half of the growth trend in annual land carbon sink
Yu Bai, Zheng Fu, Josep Peñuelas +12
This dataset provides code and data for Bai et al.'s study showing that increased maximum carbon release offsets half of the growth trend in annual land carbon sink. The research clarifies the relationship between interannual variability of…
Peer-reviewed🇨🇳 ChinaJournalAdvanced Science2026#Climate ScienceDOI
Low Latency Global Carbon Budget Reveals Late 2024 Carbon Losses and Contrasting Early 2025 Land Sink Recovery Signals
Piyu Ke, Philippe Ciais, Yitong Yao +30
Quantifies the global CO2 budget from July 2024 to June 2025 using low-latency data, showing a 6.5% above-average atmospheric growth rate and a weakened land sink. Recovery in early 2025 is method-dependent, with inversions indicating near-…
Peer-reviewedJournalAmerican Journal of Capstone Research2026#Climate ScienceDOI
Transportation Climate Impact Temperature Score: Formula For Converting CO₂ To Global Temperature Rise
Eshan Patibandla, Saatvic Mahesh, Aaditya Prem +2
This paper introduces the Transportation Climate Impact Temperature Score, a simplified formula converting transportation CO₂ emissions into a temperature contribution and a 1-100 score. Using constants from Pratt's FCC model, it offers a t…
Preprint🌍 GlobalZenodo2026#Climate ScienceDOI
The ScenarioMIP-CMIP7 Low Emission marker scenario: Holding warming likely below 2°C in a middle-of-the-road world
Fricko, Oliver, Wu, Yazhen, Zhang, Shaohui +44
This paper presents a new low-emission marker scenario for CMIP7, demonstrating the possibility of limiting warming below 2°C under a middle-of-the-road socioeconomic pathway. It strengthens the link between climate models and integrated as…
Peer-reviewedCNJournalInland Waters2026#Climate ScienceDOI
Human activities elevate greenhouse gas emissions from inland waters in a rapidly urbanizing region of China
Niu Li, Jingwen Gao, Pengcheng Jiang +3
This study assesses the impact of human activities on greenhouse gas emissions from inland waters in a rapidly urbanizing region of China. It reveals that urbanization elevates emissions, providing insights for climate mitigation strategies…
Peer-reviewedJournalSustainability Switzerland2023#Climate ScienceDOI
Simulation and Prediction of Greenhouse Gas Emissions from Beef Cattle
Chen X.
This paper simulates and predicts greenhouse gas emissions from beef cattle production. It may provide quantitative insights for emission reduction in the livestock sector, but specific methods and findings are unclear due to lack of abstra…
Peer-reviewedJournalSustainability Switzerland2023#Climate ScienceDOI
Evaluation of Greenhouse Gas Emissions in Conflict Areas: Application to Palestine
Jafar H.A.
This paper proposes a methodology to evaluate greenhouse gas emissions in conflict-affected regions, applying it to Palestine. It quantifies the impact of conflict on emissions and highlights the importance of linking climate action with pe…
Peer-reviewed🌍 GlobalJournalDiscover Sustainability2026#Climate ScienceDOI
A bibliometric analysis of carbon dioxide removal research in the decade after the Paris Agreement
Richard Bodó, András Torma
This bibliometric study maps carbon dioxide removal (CDR) research from 2016 to 2025 using 4,281 Web of Science records. Output surged after 2019, aligning with net-zero targets. Four thematic clusters emerged, but the direct link between e…
Peer-reviewed🌍 GlobalJournalNature Communications2026#Climate ScienceDOI
The global distribution of macroalgal carbon burial in coastal sediments
Dongyang Fan, Carlos M. Duarte, Faming Wang +18
Macroalgae are important for ocean carbon cycling, but the spatial distribution of their coastal carbon burial is poorly known. This study provides a high-resolution global assessment, finding that depositional environment controls burial, …
Peer-reviewed🌍 GlobalJournalLand2026#Climate ScienceDOI
Mapping High-Altitude Socio-Ecological Assets: Carbon Storage and Habitat Provision Dynamics in the Páramo of Cajas National Park, Ecuador
Diego Portalanza, Yoansy García, Klever A. Cevallos-Valdez +3
This study maps carbon storage and habitat provision in Ecuador's Cajas National Park páramo using IPCC 2019 guidelines and the ECOSER protocol. Total carbon stocks were 1.49 million Mg C, with volcanic Andisols storing 97.5%. The eastern b…
Peer-reviewed🇺🇸 USAJournalGlobal Social Welfare2026#Climate ScienceDOI
When Disasters Hit Twice: Climate Change as a Multiplier of Gender Inequality in Sub-Saharan Africa
Josephine Nabayinda, Mary M. Mckay, Ozge Sensoy Bahar +2
This paper examines how climate change exacerbates gender inequality in Sub-Saharan Africa, focusing on the mechanisms through which disasters amplify women's vulnerabilities and widen socio-economic gaps. It underscores the need for gender…
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of Digital Earth2026#Climate ScienceDOI
Long-term mapping of aboveground carbon storage in China (2000−2020) using a prior-knowledge-constrained deep learning model
Qingzhou Lv, Hui Yang, Jia Wang +7
This study develops a prior-knowledge-constrained attention U-Net that integrates land-use-specific carbon density to estimate aboveground carbon storage (AGC) across China at 1 km resolution from 2000 to 2020. The model achieves 75.97% acc…
Peer-reviewed🇨🇳 ChinaJournalBusiness Strategy and the Environment2026#Climate ScienceDOI
Carbon Emissions and Their Impact on Ecosystem Services: A Comprehensive Study
Yuntian Wang, Shide Zhao
This study integrates long-term CO2 emission data (1960-2023) with InVEST ecosystem service models to analyze sectoral impacts on carbon sequestration, water yield, and biodiversity across Chinese regions. Coal emissions dominate and correl…
Peer-reviewed🇨🇳 ChinaJournalSoil Biology and Biochemistry2026#Climate ScienceDOI
Tree species diversity promotes mycelium-derived inputs in mineral-associated organic carbon to stabilize soil organic carbon in subtropical forests
Jinwen Pan, Siwen Su, Jun Deng +5
This study shows that tree species diversity enhances the transfer of mycorrhizal-derived carbon into mineral-associated organic carbon (MAOC), thereby stabilizing soil organic carbon in subtropical forests. Higher tree diversity increases …
Peer-reviewed🇪🇺 EuropeJournalNature Water2026#Climate ScienceDOI
Rock weathering’s tangled role in Earth’s carbon cycle
Aaron Bufe
This paper examines the complex role of rock weathering in Earth's carbon cycle, highlighting its long-term effects on climate and the need for nuanced understanding in climate models.
Preprint🇪🇺 Europe2026#Climate ScienceDOI
Warming-induced agricultural nitrous oxide emissions can offset mitigation benefits of fertiliser management
Jize Jiang, Lenny H. E. Winkel, Andrea Stenke +5
Using the DayCent model at 1 km resolution across Switzerland, this study quantifies N2O emissions from agricultural soils from 1981-2020. A 25% reduction in fertilizer use lowered emissions, but warming-induced increases offset these gains…
Peer-reviewedJournalCarbon Footprints2026#Climate ScienceDOI
Theoretical framework and empirical evidence on population dynamics and household carbon emissions
Mingxing Wang, Chengmeng Zhang, Xing He +3
This review synthesizes theoretical and empirical evidence on how population dynamics (household size/structure, ageing, fertility, migration/urbanization) shape household carbon emissions (HCEs). It finds that household size has a scale ef…
Peer-reviewed🌍 GlobalJournalEnvironmetrics2026#Climate ScienceDOI
Modeling GHG Emissions Across Selected South Asian Countries Using a Unit Log‐Log Quantile Mixed Model
Nirajan Bam
This study analyzes GHG emissions in South Asian countries, linking their proportion and total to factors like population, GDP, urbanization, and renewable energy share. A new Bayesian Unit Log-Log Quantile Mixed Model is proposed and valid…