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.
Showing 61–80 of 1384 papers
vyom parashar
Forest carbon credits lack a direct chain of evidence linking specific trees to specific credits, unlike other financial instruments. They rely on calculations and models, creating a gap that courts are beginning to question. This undermine…
Xianli Zhu
The central challenge for 2026-2028 climate policy is executing existing commitments amid political fragmentation. The paper analyzes six trends: emissions plateau, emerging Article 6 credit market, climate finance crunch, grid bottlenecks,…
Dirk Roethig
By 2026, around 50,000 EU companies will be required to produce detailed sustainability reports under CSRD. This article examines how this regulation reshapes capital allocation, investment strategy, and sustainable business practices.
Vahideh Manshadi, Faidra Monachou, Ilan Morgenstern
This paper develops a theoretical model of the voluntary carbon market (VCM) incorporating adverse selection, imperfect third-party certification, and buyer preferences for non-carbon co-benefits. It shows that while certification can impro…
Çalışkan U.Y.
This paper evaluates market-based measures (MBMs) under the International Maritime Organization (IMO) criteria, analyzing how current dynamics affect their effectiveness.
Gülmez R.
This paper examines e-methanol conversion and emission pooling strategies for the maritime industry to comply with EU carbon regulations (EU ETS and FuelEU Maritime). It analyzes the trade-offs between implementation cost and regulatory com…
Xu Q.
This paper proposes a low-carbon cooperative operation method for integrated energy systems (IES), considering joint green certificate and carbon emission trading. An optimization model is developed to coordinate multiple energy systems to …
Harikrishnan S, Dr. Mukul Saxena
This paper examines the governance of climate-finance verification firms, analyzing 78 public documents. It finds that verification involves methodological discretion, reliance on issuer-provided information, and lacks accountability. Verif…
Chiara De Notaris
This deliverable proposes integrating soil health indicators into the EU Carbon Farming Certification Framework using a multi-indicator approach combining physical, chemical, and biological metrics. It identifies the Observed/Typical SOC in…
Prof.H.S Bhore, Mr. Chaitanya Sapkal, Mr. Chaitanya Sapkal +6
This review paper outlines the importance of renewable energy sources such as solar, wind, hydropower, biomass, and geothermal in achieving sustainable development and reducing greenhouse gas emissions. It discusses applications in power ge…
Miriam Aczel, Sanaz Chamanara, Mir Matin +3
This report quantifies the carbon, water, and land footprints of electricity used by AI systems. In 2025, data centers consumed 448 TWh, with AI accounting for ~20%; by 2030, total could reach 945 TWh with AI's share rising to 40%. It highl…
Avantika Thakur, Mansi Nautiyal, Sharad Pandey
This review comprehensively covers biochar production methods (pyrolysis, gasification, hydrothermal carbonization, torrefaction) and its applications in agriculture, environmental management, climate change mitigation, and energy. Biochar …
Aria Dolatabadian, Khalil Kariman
This review compares classical and machine learning (ML) approaches for soil organic matter and carbon analysis. ML techniques like random forests and neural networks improve prediction accuracy and scalability, but the paper concludes that…
Xiaowang, Shen
This paper proposes the Wood‑Force balance sheet as a unified mathematical language to integrate TNFD, ISSB, and GRI 101 disclosure standards. Using Chinese biodiversity finance cases, it demonstrates a technical pathway for pricing biodive…
Xiaowang, Shen
This paper proposes an eight-dimensional ecological balance sheet (RCE-B/S 3.0) based on the IPBES Business and Biodiversity Assessment, creating a unified alignment matrix with TNFD, ISSB, and GRI 101. Using three empirical cases (Amazon r…
Rebecca Christie
This paper critiques the EU's failure to integrate sustainable finance with capital markets policy. It argues that disclosure rules are overly complex and diverge from global standards, and recommends prioritizing technical fixes, diversify…
SangYoun Kim, T. Woo, Usama Ali +8
This systematic review of 906 publications (2016-2025) categorizes AI applications into flue gas treatment, air quality management, and CO2 capture. It identifies a shift from traditional monitoring to AI-driven surrogate modeling and gener…
J. Pandit
This oral presentation introduces CO2CRC's novel hybrid capture technology that reduces solvent regeneration costs through lower regeneration temperatures, reduced steam consumption, waste heat integration, and elimination of phase change, …
Taedong Lee, Sinjae Kang, D. Utami +1
This study analyzes 634 sustainability reports (2014-2024) from the top 200 Korean firms using Structural Topic Modeling (STM). It identifies 13 topics and a phased shift: CSR and basic environmental management (2014-2018); workplace safety…
Manav Gangar, Nikhil D'Souza, Rishika Kapasi +2
This paper proposes a machine learning framework for detecting greenwashing by combining supervised classification and unsupervised anomaly detection. It introduces a Greenwashing Discrepancy Score (GDS) to quantify the mismatch between fir…
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