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-reviewedJournalEnvironmental Quality Management2026#Climate ScienceDOI
Institutional Constraints and Enablers of Green Roofs Adoption as a Nature Based Solution: A Case Study of Islamabad, Pakistan
Alishba Saqib, Irfan Ahmad Rana, Muhammad Hakim Khan
Using expert interviews and SWOT scoring, this study identifies institutional factors shaping green roof adoption in Islamabad. Environmental benefits and energy efficiency are key strengths, while institutional capacity gaps and data short…
Peer-reviewed🌍 GlobalJournalFrontiers in Environmental Economics2026#Climate ScienceDOI
Converting forests to coffee cultivation (Coffea arabica) significantly reduces organic carbon sequestration payments in the Peruvian Amazon
Nery Gaona-Jiménez, Betsabeth Teresa Padilla-Macedo, Walter Saucedo Vega +13
This study compares primary forest, coffee monoculture, coffee agroforestry, and Inga-based systems in the Peruvian Amazon for biodiversity, carbon storage, and carbon-sequestration value. Primary forest stored the most carbon (~133.74 t/ha…
Peer-reviewed🌍 GlobalJournalFrontiers in Ecology and Evolution2026#Climate ScienceDOI
Bamboo carbon pathways: sustainable approach to climate change mitigation
Binsiya TK, Sandeep S
This review synthesizes literature on bamboo carbon pathways: biomass sequestration, soil organic carbon, net ecosystem productivity, and carbon stored in harvested products. Bamboo's rapid growth and selective harvestability support long-t…
Peer-reviewedJournalDiscover Sustainability2026#Climate ScienceDOI
Innovative approaches of brown manuring induction as a strategic path to harmonize ecosystems and leveraging agricultural sustainability
Ingudam Bhupenchandra, Sunil Kumar Chongtham, Ayam Gangarani Devi +15
Brown manuring (BM) is a zero-tillage green-manuring variant where a cover crop is chemically desiccated at flowering, leaving biomass to decompose in situ. It supplies up to 35-40 kg N/ha, raises soil organic carbon and water-holding capac…
Peer-reviewed🌍 GlobalJournalAmerican Journal of Environmental and Resource Economics2026#Climate ScienceDOI
Modelling Carbon Emissions and Associated Factors Towards Environmental Sustainability in Bangladesh
Md Arifur Rahman, Asadujjaman Razu, Mahbubar Rahman
This study models CO2 emission drivers in Bangladesh (1990-2022) using ARDL, DOLS, FMOLS, CCR, and Granger causality tests. Economic growth and fossil fuel consumption significantly raise emissions (long-run elasticities 0.58 and 1.58), whi…
Preprint🌍 GlobalEarthArXiv2026#Climate ScienceDOI
Kaya-guided hybrid deep learning for leave-country-out estimation of national CO2 emissions: a 112-country benchmark with country-clustered inference, conformal uncertainty, and explainable AI
ATUAHENE, SAMIUEL C., Boateng, Bismark, Amarfio, Hilda +2
The authors propose KG-CBA, a Kaya-guided CNN-BiLSTM-Attention model that learns only the nonlinear residual over a log-linear backbone, benchmarked on a 112-country panel under country-disjoint cross-validation. Kaya guidance significantly…
Peer-reviewedJournal#Climate Science
Seaweed carbon removal cannot keep up with climate-driven loss.
(著者不明)
This study indicates that climate-driven losses of seaweed exceed the potential of seaweed-based carbon removal, suggesting that conservation of seaweed ecosystems should take precedence over carbon removal strategies.
Peer-reviewedJournalJournal of Forest Research2026#Climate ScienceDOI
A UAV-based remote-sensing modeling framework for recognizing coarse woody debris carbon-storage strata in structurally complex subtropical forests
Zong-Ren Li, Wei-Bin You, Jin-Lin Zhang +3
This study proposes a UAV-based remote sensing modeling framework combined with machine learning to recognize coarse woody debris (CWD) carbon storage strata in structurally complex subtropical forests. It enhances forest carbon monitoring …
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Climate ScienceDOI
Residence Times of Sequestered Biogenic Marine Carbon Reservoirs
André Visser
This paper analyzes residence times of carbon in biogenic marine carbon reservoirs, assessing the long-term effectiveness of marine-based carbon sequestration. It provides insights into the potential and limitations of ocean-based carbon re…
Peer-reviewedJournalPedobiologia2026#Climate ScienceDOI
Salt-affected land reclamation enhances soil organic carbon stabilization by shifting life history strategies of carbon cycling microorganisms
Honghao Cheng, Xueya Liu, Mengli Liu +1
This study investigates how reclamation of salt-affected land alters the life history strategies of carbon-cycling microorganisms, thereby enhancing soil organic carbon stabilization. It provides mechanistic insights into soil carbon seques…
Peer-reviewed🌍 GlobalJournalBiogeosciences2026#Climate ScienceDOI
Asymmetry in carbon cycle feedbacks and transient climate response under positive and negative CO 2 emissions
V. Rachel Chimuka, Kirsten Zickfeld
Using an Earth system model, this study investigates asymmetries in carbon cycle feedbacks and climate response under positive vs. negative CO2 emissions. It finds that concentration-carbon feedback is larger while climate-carbon feedback i…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Climate ScienceDOI
From Feeder-Trip Counts to Occupied Feeder Vehicle-Kilometers: Evaluating Directional Feeder Activity and Occupied-Phase CO2 for Low-Carbon Sustainability Assessment at Peripheral Metro Stations
Xianlin Li, Bin Lv, Binbin Hao +2
This study evaluates feeder taxi activity at peripheral metro stations in Lanzhou using occupied vehicle-kilometers traveled (VKT) and CO2 emissions instead of trip counts. Using June 2023 data, it shows directional patterns and station ran…
Peer-reviewed🇨🇳 ChinaJournalGeography and sustainability2026#Climate ScienceDOI
Tree cover gains dominate vegetation greening and incremental differences between productivity and biomass in China’s drylands
Gaopeng Sun, Guangyao Gao, Xianfeng Liu +4
In China's drylands, tree cover increased significantly from 2001 to 2018, contributing to over 75% of greening (LAI) and over 70% of productivity (GPP) and biomass (VOD) increases pre-2010. Post-2010, tree cover gains explained 42.6% of GP…
Peer-reviewed🌍 GlobalJournalAfrican Journal of Climate Change and Resource Sustainability2026#Climate ScienceDOI
Perceived Impacts of Climate Change on Pastoralists' Livelihoods in Mahaday District, Somalia
Abdullahi Ahmed Abdullahi, Sammy Letema
This study assesses pastoralists' perceptions of climate change impacts in Somalia, finding drought as the most perceived change and moderate overall impacts on livelihoods. Age, gender, and marital status significantly influence perception…
🌍 GlobalDatasetFigshare2026#Climate ScienceDOI
Natural ecosystem conversion depletes soil microbial necromass carbon
Pengpeng Duan
This study demonstrates that natural ecosystem conversion reduces soil microbial necromass carbon (MNC), based on 619 paired observations and machine-learning projections. Losses are strongest after forest conversion, with fungal necromass …
Peer-reviewedJournalNature Communications2024#Climate ScienceDOI
Meta-analysis shows the impacts of ecological restoration on greenhouse gas emissions
He T.
This meta-analysis synthesizes evidence on how ecological restoration affects greenhouse gas emissions. It finds that the mitigation impact varies by restoration type and region, offering insights for nature-based solutions in climate strat…
Peer-reviewedJournalWater Switzerland2022#Climate ScienceDOI
Effects of Aeration on Pollution Load and Greenhouse Gas Emissions from Agricultural Drainage Ditches
Wu J.
This study examines the effects of aeration on pollution load and greenhouse gas (GHG) emissions from agricultural drainage ditches. It evaluates the potential of aeration to improve water quality and reduce GHG emissions, offering insights…
Peer-reviewed🇨🇳 ChinaJournalGlobal Change Biology2026#Climate ScienceDOI
Radiocarbon Reveals Modern Carbon Exchange With Topsoil Inorganic Carbon in Drylands
Hui Wang, Jianbei Huang, Fernando T. Maestre +11
Analyzing radiocarbon isotopes in soil inorganic carbon (SIC) from 42 dryland sites across Eurasia, this study demonstrates that topsoil SIC carries a measurable modern carbon signature linked to contemporary carbon cycling. The modern carb…
Peer-reviewedJournalJURNAL TANAH DAN AIR (Soil and Water Journal)2026#Climate ScienceDOI
Agricultural methane reduction through alternate wetting and drying: A bibliometric analysis
Muhamad Akbar Amanda, Silvani Rizki Amalia
This study uses bibliometric analysis to map research on Alternate Wetting and Drying (AWD) for methane reduction in agriculture. Analyzing 325 articles from Scopus, it identifies five thematic clusters and a post-2021 surge in publications…
Peer-reviewedJournalNigerian Journal of Sustainability Research2026#Climate ScienceDOI
Spatio-Temporal Analysis of Carbon Sequestration Potential and Biomass Loss in Selected Forest Reserves of Akwa Ibom State, Nigeria (1986–2019)
Otobong O. Etuk, Emmanuel P. Udofia, Rosemary. E. Thomas
This study assesses carbon sequestration and biomass dynamics in Nigerian forest reserves over 32 years using GIS and field surveys. It finds high carbon density but alarming biomass losses due to deforestation, threatening to turn forests …