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🇨🇳 ChinaJournalEnvironmental Technology & Innovation2026#Climate ScienceDOI
Provincial differences and model-based driver attribution of carbon emissions in China: A swarm intelligence–optimized random forest and scenario analysis
Yiyang Luo, Jiameng Ren, Ruichen Wang +4
This study applies a swarm intelligence–optimized Random Forest within an extended STIRPAT framework to attribute provincial carbon-emission drivers across 30 Chinese provinces using 12 indicators. The AOA-selected model achieved R²=0.9784,…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Climate ScienceDOI
Three-Phase Transition in China’s Future Air Quality under Ambitious Mitigation Pathways Revealed by Large-Ensemble AI Projections
Fengwei Wan, Lu Shen, Meng Qu +3
A hybrid deep learning framework cuts chemical transport model costs by >99%, enabling large-ensemble air quality projections for China (2015-2060) across six pathways. Under ambitious mitigation, PM2.5 and O3 evolve through three distinct …
Peer-reviewed🇨🇳 ChinaJournalCommunications Earth & Environment2026#Climate ScienceDOI
Climate change is projected to widen global inequalities in ocean-derived wellbeing
Yaowen Zhang, Q.K. Jiang, Xinying Lin +8
This study introduces the Blue Well-being Index (BWI) to assess and project ocean-derived wellbeing for 143 coastal countries under climate scenarios. Under SSP5-8.5, global BWI is projected to fall ~9% by 2100, harming nearly 90% of coasta…
Peer-reviewed🇨🇳 ChinaJournalEcological Indicators2026#Climate ScienceDOI
Assessment and projection of mangrove blue carbon sink along the Guangdong coastline: integrating remote sensing and modeling techniques
Hafiz Hassan Javed, You‐Shao Wang, Hao Cheng +1
Integrating satellite time-series with InVEST and CA-Markov models, this study assesses and projects mangrove blue carbon storage along Guangdong's coastline from 1994 to 2034. Mangrove area expanded 10.71% during 2014–2024, with a projecte…
Peer-reviewedJournalJournal of Environmental Management2026#Climate ScienceDOI
Depth-dependent mineralization reveals contrasting disturbance vulnerability of seagrass blue carbon
Sai Gao, Jiening Liang, Songlin Liu +9
A study on how depth-dependent mineralization processes in seagrass sediments affect the stability and disturbance vulnerability of stored blue carbon. Without an abstract, details are limited, but the work suggests that mineralization dept…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Climate ScienceDOI
Nature-Based Solutions Versus Flood-Control Engineering: Preventing Ecological Degradation in a Peri-Urban Mediterranean Stream
Stamatis Zogaris, Angeliki Mentzafou, Demetris Zarris +5
This study examines the halted Erasinos stream flood-control project in Attica, Greece, comparing the original hard-engineering scheme with a Nature-based Solutions (NbS) framework grounded in Natural Flood Management. The NbS approach emph…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Climate ScienceDOI
Nitrous Oxide Emissions from Urban Green Spaces Substantially Offset Their Carbon Sequestration Benefits
叶四清, Zimeng Zhang, Jinya Yang +13
A national-scale assessment of N2O fluxes from China's urban green spaces (UGS), using high-frequency monitoring and machine-learning extrapolation, finds mean emission intensity of 12.5 kg N/ha/yr even without fertilizer. Urban nitrogen en…
Peer-reviewedJournalInternational Journal of Advanced Research2026#Climate ScienceDOI
DEFORESTATION AND CLIMATE CHANGE: ENVIRONMENTAL IMPACTS AND SUSTAINABLE SOLUTIONS
Dr. Anita Yadav
A descriptive review of how deforestation interacts with climate change, drawing on FAO data and peer-reviewed literature. It surveys impacts on carbon storage, water cycles, biodiversity and soils, and compares mitigation responses such as…
Peer-reviewedJournalDiscover Sustainability2026#Climate ScienceDOI
Comparing bio based and ecosystem based approaches for climate change mitigation and disaster risk reduction
Said Ahmed
This review compares bio-based and ecosystem-based approaches for climate mitigation and disaster risk reduction, synthesizing 63 studies (2004-2026). Bio-based approaches offer strong carbon sequestration and livelihood benefits but face t…
CNDatasetZenodo2026#Climate ScienceDOI
Synergistic benefits of air quality improvement for carbon mitigation potential
DING, SICONG
This study quantifies how air pollution alters terrestrial carbon sinks and renewable energy (solar PV, wind) potential under multiple emission scenarios. Air pollution reduces integrated carbon mitigation potential by 1.22 Gt CO2/yr across…
Peer-reviewed🇯🇵 JapanJournalAgricultural Systems2026#Climate ScienceDOI
Carbon footprint of Creole goat milk production in Peru under crop-residue and Andean shrubland systems
Richard Ayala Roldan, Miguel Paredes-Chocce, Hugo Castillo Doloriert +3
A cradle-to-farm-gate LCA assessed the carbon footprint of Creole goat milk in two Peruvian extensive systems (crop-residue Lima vs shrubland Ancash). Using IPCC methods, CFP ranged 0.681–1.672 kg CO2-eq/kg FPCM with no significant system d…
Peer-reviewedJournalJurnal Proaksi2026#Climate ScienceDOI
Carbon Emissions Across Country Income Groups
Hesniati Hesniati, Edy Marsono, Candy Candy
Using OLS on 209 countries (2000–2024), this study compares how economic growth, FDI, renewable energy, and financial development relate to carbon emissions across income groups. Growth links positively to emissions only in lower-middle-inc…
Peer-reviewed🌍 GlobalJournalFrontiers in Animal Science2026#Climate ScienceDOI
Effects of brown seaweed supplementation on methane and carbon dioxide emissions and productivity indicators in pregnant replacement heifers
Shima Borzouie, John Duynisveld, Catherine Pal +2
A 50-day trial fed pregnant beef heifers brown seaweed (Atlantic GRO®) at 0.0–2.0% of diet DM. Supplementation at 1.0% and 2.0% reduced methane emissions by 8.2% and 8.7% versus control, with lower CO2 emissions and O2 consumption, and no a…
Peer-reviewedJournalTransactions on Engineering and Computing Sciences2026#Climate ScienceDOI
6G Digital Transformation for Climate-Resilient Systems: A Survey
Fatima-Zahra Alaoui, Jamal El Abbadi
A survey of climate-resilient 6G networks designed to sustain connectivity during large-scale climate disasters. It reviews SAGIN, ISAC, AI-native self-healing, and ambient energy harvesting, and outlines challenges in satellite-terrestrial…
Peer-reviewed🌍 GlobalJournalPortuguese Yearbook of the Law of the Sea.2026#Climate ScienceDOI
IPCC Climate Assessment Reports and SLR Projections
Carlos Antunes
A synthesis of IPCC AR6 (2023) climate and sea-level-rise projections, tracing the shift from RCPs to combined RCP-SSP scenarios. It highlights coastal impacts and argues for medium- to long-term land-use planning and strengthened internati…
Peer-reviewedCNJournalZhongguo Zhongyao Zazhi2025#Climate ScienceDOI
Carbon-friendly ecological cultivation mode of Dendrobium huoshanense based on greenhouse gas emission measurement
Tian D.
A study examining a carbon-friendly ecological cultivation mode for the medicinal herb Dendrobium huoshanense, grounded in greenhouse gas emission measurement. It offers empirical insight into agricultural emission reduction and carbon acco…
Peer-reviewedCNJournalEuropean Journal of Agronomy2026#Climate ScienceDOI
Integrating legume rotation and optimal nitrogen management enhances cotton yield and mitigates greenhouse gas emissions in a jujube-cotton intercropping system
Li T.
An agronomic study showing that combining legume rotation with optimized nitrogen management can raise cotton yield while mitigating greenhouse gas emissions in a jujube-cotton intercropping system. It targets the trade-off between nitrogen…
Peer-reviewedCNJournalResources Science2019#Climate ScienceDOI
Simulation of greenhouse gas emission reduction years after the conversion of cropland into paddy field in southern China
Zhao M.
A simulation study estimating greenhouse gas emission reductions over several years after converting cropland into paddy fields in southern China. It assesses how land-use conversion alters carbon and methane balances over time, offering em…
Peer-reviewed🇨🇳 ChinaJournalSustainable Futures2026#Climate ScienceDOI
Integrating artificial intelligence in climate change and sustainable development: A comprehensive bibliometric review
H. B. T. P. Jayathilaka, Shiyan Zhai, Yuke Feng
A bibliometric review of 3,291 publications (2007–2025) on AI, climate change, and sustainable development, analyzed via Bibliometrix and VOSviewer. It finds 38.29% annual growth, China/US leadership, and four research clusters: AI-driven d…
Peer-reviewed🇨🇳 ChinaJournalAgriculture2026#Climate ScienceDOI
Climate Change and Maize Prices in Global Producing Countries: Impact Assessment and Mitigation Strategies
Xinyi Zhang, Yu Jing, Chunhui Ma +2
Using a two-way fixed-effects model across 39 major producers (1992–2023), this study assesses climate impacts on real maize prices. Growing-season temperature shows a U-shaped relationship with a turning point near 15.3°C, and a one-SD ris…
