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.
Preprint🌍 GlobalCleaner Environmental Systems2025#Scope 3DOI
Decarbonization in the automotive sector: A scenario-based analysis of original equipment manufacturer pathways
Thomas Fugger, Joseph Poligkeit, Christoph Herrmann
This paper develops sectoral decarbonization pathways (SDPs) for major automotive OEMs from 2020-2050, comparing current corporate targets against well-below 2°C and 1.5°C pathways. It finds that published OEM targets are insufficient in sc…
PreprintResearch Square2026#AI × ESGDOI
An Efficient Photovoltaic Power Forecasting using Adaptive Learning Rate Enhanced Gated Recurrent Unit (ALRE-GRU) network optimized with Enhanced Dynamic Grasshopper Optimization Algorithm (EDGOA)
Parchami J, Darroudi A, Ali A +2
This paper proposes a hybrid framework combining Variational Mode Decomposition (VMD) with an Adaptive Learning Rate Enhanced Gated Recurrent Unit (ALRE-GRU) optimized by the Enhanced Dynamic Grasshopper Optimization Algorithm (EDGOA) for p…
🌍 GlobalDatasetZenodo2026#Carbon AccountingDOI
GreenCalculus — IPCC AFOLU (Agriculture, Forestry & Land-Use) Tier-1 Emission Factors
Say, Jeremiah
This dataset provides the complete IPCC AFOLU Tier-1 default emission factors in a machine-readable format (2,953 rows). It covers livestock, manure management, soil N2O, rice, land-use change, and biomass burning, with each factor linked t…
Preprint🌍 GlobalSSRN#Policy
The IMO Net-Zero Framework: Legal and Non-Legal Challenges for ...
(著者不明)
In April 2025, the IMO approved the Net-Zero Framework. This paper analyzes legal and non-legal challenges to its implementation, focusing on regulatory effectiveness and international cooperation for shipping decarbonization.
Preprint🌍 GlobalSSRN#SBT/SBTi
Corporate Net-Zero Pledges: The Bad and the Ugly
(著者不明)
This paper critically evaluates the quality of corporate net-zero pledges, highlighting that many lack specificity and transparency. It analyzes issues such as insufficient Scope 3 coverage, missing interim targets, and credibility gaps.
PreprintSSRN#SBT/SBTi
How to measure net zero success: Introducing a new framework for ...
(著者不明)
This paper proposes a novel metric called the Net Zero Score, a corporate sustainability rating focused solely on measuring progress toward net zero. Unlike traditional ESG ratings, it offers a simple and transparent framework for stakehold…
Preprint🌍 GlobalSSRN#TCFD
Mandatory Corporate Carbon Disclosures and the Path to Net Zero
(著者不明)
This paper argues that mandatory corporate carbon disclosures are essential for the transition to a net zero economy. They provide the information policymakers and asset managers need to manage carbon transition risk, and potentially offer …
Preprint🌍 GlobalSSRN#Policy
Net-Zero by 2050, but carbon neutral now: The paradoxical ...
(著者不明)
This paper examines the paradoxical relationship between net-zero by 2050 targets and current carbon neutrality claims, arguing for scientific consistency in definitions and practices, with implications for global climate policy and corpora…
Preprint🇺🇸 USASSRN#Renewable Energy
Case Study in Two Regions in the U.S., Miso North and Spp Rto We
(著者不明)
This study analyzes a decarbonization pathway (Pathway A) that replaces fossil fuel-fired thermal power plants with variable renewable energy (VRE) in two US regions: MISO North and SPP RTO WE. It quantitatively evaluates the deployment eff…
PreprintSSRN#Energy Transition
Decarbonization Planning Based on Energy Flow Analysis
(著者不明)
This paper proposes a decarbonization planning method using energy flow analysis to support renewable energy adoption and efficiency improvements.
Preprint🌍 GlobalSSRN#Greenwashing
Carbon Offsets: Decarbonization or Transition-Washing?
(著者不明)
Using proprietary hand-collected data, this paper examines how firms use third-party carbon offset credits to claim emission reductions, empirically assessing offset effectiveness and the risk of greenwashing.
Preprint🌍 GlobalSSRN#ESG
ESG Rating Uncertainty and Trade Credit Financing
(著者不明)
This study empirically investigates the causal effect of ESG rating uncertainty on trade credit financing. It finds that firms with higher ESG rating divergence receive less trade credit from suppliers, highlighting the real economic impact…
PreprintCNSSRN#Transition Finance
Can Green Finance Drive the Walk-the-Talk in Corporate ESG ...
(著者不明)
This paper examines the impact of China's green finance policy on corporate ESG behaviors. It finds that the policy significantly reduces strategic (symbolic) ESG actions, especially in pollution-intensive industries, promoting genuine 'wal…
Preprint🇺🇸 USASSRN#Carbon Pricing
Designing a Carbon Tax to Reduce U.S. Greenhouse Gas Emissions
(著者不明)
This paper describes a revenue-neutral and distributionally neutral approach to designing a carbon tax for U.S. greenhouse gas emission reductions. By rebating revenues to households, it addresses equity concerns and political feasibility.
Preprint🌍 GlobalSSRN#Carbon Pricing
Carbon Emissions Trading and Environmental Protection
(著者不明)
This study empirically analyzes the impact of emissions trading systems (ETS) on emissions reductions and renewable energy adoption using panel data. Findings support ETS as an effective tool for decarbonization.
Preprint🇺🇸 USASSRN#Carbon Pricing
The Case for a Carbon Tax Revisited by Reuven S. Avi-Yonah
(著者不明)
This paper revisits the case for a carbon tax as an efficient and effective market-based mechanism to reduce CO2 emissions. The author argues that a carbon tax is economically superior to direct regulation and simpler and more transparent t…
Preprint🌍 GlobalSSRN#Disclosure Infrastructure
Deep Dive into ISSB Standards: IFRS S1 and IFRS S2
(著者不明)
This paper provides a detailed analysis of IFRS S1 and IFRS S2, the two inaugural ISSB standards. It compares their requirements with existing frameworks like TCFD and CDP, and offers practical insights for implementation. The article also …
Preprint🌍 GlobalSSRN#TCFD
Institutional Investors, Climate Disclosure, and Carbon Emissions ...
(著者不明)
This paper empirically analyzes why institutional investors request climate-related disclosures and whether these requests lead to actual reductions in corporate carbon emissions. It identifies conditions under which investor engagement dri…
Preprint🇪🇺 EuropeSSRN#Transition Finance
The EU's Climate Disclosure Framework and Bank Lending
(著者不明)
This paper empirically analyzes the impact of the EU's climate disclosure framework (including the Taxonomy Regulation) on bank lending. It shows that disclosure requirements affect loan conditions and volumes, evaluating the effectiveness …
PreprintSSRN#Disclosure Infrastructure
Climate Disclosure and Director Elections
(著者不明)
This study examines the relationship between shareholder-supported climate disclosure proposals and director election outcomes. It finds that investors who support such proposals are more likely to vote against directors at firms lacking ad…