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🌍 GlobalJournalAgribusiness2026#OtherDOI
Artificial Intelligence (AI) and Agribusiness: From Automation to Augmentation in a Global Context
Alexis H. Villacis
This paper analyzes AI's impact on agribusiness through the automation vs. augmentation dichotomy, emphasizing augmentation to enhance human capabilities. It proposes the EPOCH framework and the Augmentation Readiness Framework (ARF), exami…
Peer-reviewedJournalSingapore Medical Journal2024#Carbon AccountingDOI
Going green in Singapore: insights and challenges in working towards achieving net zero in anaesthesia
Danella Yaoxin Foo, Pei Kee Poh, Eugene H. Liu +1
This study from National University Hospital Singapore assesses the carbon footprint of an anaesthesia department, identifying inhalational anaesthetics and electricity as major contributors. By reducing desflurane use by over 80%, they ach…
Preprint🇨🇳 China2018#Renewable Energy
Application Research of Inverter-Based Multi-Channel MPPT Technology in Photovoltaic Power Generation Systems
DOI: 10.11985/2018.10.008
Liu Deng Zhang Dan Zhou Yi Yang Xuejiao Chen Susheng
This paper addresses mismatch losses in large-scale and mountainous photovoltaic plants by evaluating inverter-based multi-channel MPPT technology. Using Simulink simulations, it compares distributed-centralized and traditional approaches, …
Peer-reviewedJournalYearbook of International Environmental Law2024#PolicyDOI
Australia
Margaret A Young, Andrea Furger
This article reviews Australia's climate-related legal and policy developments in 2024. The federal government advanced emissions reduction through international commitments at COP29 and the 'Future Made in Australia' policy, while biodiver…
Peer-reviewedJournalAHURI Final Report2023#Energy TransitionDOI
Building materials in a circular economy
Tony Dalton, Louise Dorignon, Tillmann Boehme +5
This report analyzes material flows and supply chains in the Australian residential housing industry to support a transition to a circular economy. It finds that increasing concrete use is raising the carbon intensity of housing, and identi…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Scope 3DOI
Decarbonizing Corporate India: Carbon Footprint Reduction Strategies in Manufacturing and Information Technology Sectors
Sagar Devappa Helwar, Prachi Suresh Ukali
This study analyzes Scope 1, 2, and 3 emission reduction strategies in Indian manufacturing and IT firms. Manufacturing focuses on energy efficiency, renewables, and circular economy; IT on green data centers and Scope 3 supplier engagement…
Preprint🇨🇳 China2020#Renewable Energy
Near-Surface Sand Transport Flux Under Photovoltaic Facility Disturbance in Sandy Areas: Postprint
Guodong Tang, Meng Zhongju, Gao Yong +4
This study quantitatively assessed wind erosion and sand transport characteristics at different positions of photovoltaic panels in a 200 MWp solar plant in the Kubuqi Desert under prevailing wind conditions. It analyzed flow fields and mor…
JournalTheseus (Ammattikorkeakoulujen)2026#Scope 3
Integrating Supplier CO₂e Reduction Strategies into Procurement Processes : A Pathway to Sustainable Supplier Management
Rohan Kshirsagar
This thesis examines integrating Scope 3 Category 1 (purchased goods and services) CO2e reduction into procurement via a comparative case study in a cloud/data/software firm. It evaluates four emissions calculation methods, revealing trade-…
Peer-reviewed🌍 GlobalJournalPreventive Medicine Research & Reviews2024#Climate ScienceDOI
Climate Change and Pandemics: Confronting the Defining Health Challenges of 21st Century
Narain Jp
This paper reviews the health impacts of climate change, including infectious and non-communicable diseases, and emphasizes the need for strengthened public health systems and multisectoral collaboration to address these challenges, noting …
Preprint🇨🇳 China2025#Renewable Energy
Experimental Study on the Mechanism of Surface Erosion and Deposition in Desert Photovoltaic Power Stations
Wang Hao, Li Shengyu, Wang Haifeng +2
This study investigates the mechanism of surface erosion and deposition caused by wind-sand activity in desert photovoltaic (PV) power stations. Using wind tunnel experiments and numerical simulations, it analyzes wind velocity flow fields …
Preprint🇨🇳 China2019#Renewable Energy
Study on Wind-Sand Flow Transport Characteristics in Sandy-Area Photovoltaic Power Stations
doi: 10.13866/j.azr.2019.03.20
Chen Xi, Gao Yong, Zhai Bo, Liu Xiangjie, Cheng Bo
This study observed wind-sand transport at the leading edge, trailing edge, and array aisles of a solar photovoltaic power station in a sandy area, revealing that sediment transport rates decrease with height and are influenced by panel lay…
Preprint🇨🇳 China2019#Renewable Energy
Research on MPPT Control Algorithm for Photovoltaic Systems Based on Binary Ant Colony Fuzzy Neural Network
Yang Donghai, Liu Yang, Wang Yi +1
This paper proposes an MPPT control strategy for photovoltaic systems using a binary ant colony fuzzy neural network, replacing traditional BP neural networks to improve maximum power point tracking accuracy and speed. Simulations demonstra…
Preprint🇨🇳 China2017#Renewable Energy
Simulation and Experimental Study of a Novel Heat-Collecting Canopy in a Rotating Wind Energy System
Simulation and Experimental Study of a Novel Heat-Collecting Canopy in a Rotating Wind Energy System Postprint
Zhang Mingxu, Gu Zhaolin, Luo Xilian +2
This study optimizes the dimensional parameters of a heat-collecting canopy, a core component of a dust-devil-inspired rotating wind energy system, through numerical simulation and experiments. It clarifies the impact of canopy geometry on …
Preprint🇺🇸 USAZenodo (CERN European Organization for Nuclear Research)2025#Supply ChainDOI
S M Nazmuz Sakib Gas-Mix Phase Number for Supply Chain Greenhouse Gas Emissions
Sakib, S M Nazmuz
Supply-chain GHG accounting aggregates gases into CO2e, hiding composition shifts. Using EPA 2022 data, this paper introduces the Sakib number, a KL-divergence-based index quantifying gas-mix divergence between margin and production phases.…
Preprint🇨🇳 China2017#Energy Transition
CLC number:** TK6 **Document code:** A
White Chapter, Liu Qibin, Li Hongqiang +1
This paper proposes a novel power generation system integrating solar-driven biomass gasification using a tower heliostat field (1000-1500K) with an advanced gas-steam combined cycle. Thermodynamic analysis shows improved efficiency compare…
Peer-reviewed🇺🇸 USAJournalBiomedical Instrumentation & Technology2022#OtherDOI
Resource Depletion Risk for Medical Equipment: Embracing the Circular Economy
Ivan Idso
This article examines the risk of nonrenewable resource depletion for the medical equipment industry and argues for adopting circular economy principles in medical equipment management. It highlights limits to growth, supply chain vulnerabi…
Preprint🌍 Global2018#PolicyDOI
National REDD+ outcompetes gold and logging: the potential of cleaning profit chains.
Han Overman, Anthony R. Cummings, Jeffrey B. Luzar +1
This study shows that Guyana's national REDD+ program, by penalizing forest damage rather than valuing standing forest, can compete with high-value commodities like gold and timber at a modest carbon price. However, revenue sharing between …
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Disclosure InfrastructureDOI
How SEBI's Recent ESG Mandates Are Boosting Women Led Startups in India
Ashmita D
In 2025, SEBI introduced the BRSR Core framework, mandating ESG reporting for India's top 1,000 listed companies, with value-chain disclosures for the top 250. This extends ESG accountability to startups in corporate supply chains, creating…
Preprint🇨🇳 China2017#Energy Transition
Study on Off-Design Performance of a Tower Solar–Coal Hybrid System
Duan Li-Qiang^1, Yu Xiao-Hui^1, Wang Bu-Yun^1, Feng Tao^1, Zhang Jin-Sheng^2
This paper proposes an integration scheme of tower-type solar energy with a 660 MW coal-fired power plant in Dunhuang, and evaluates its off-design performance using TRNSYS simulation. Under coal-saving operation mode, the system's thermal …
Preprint🇨🇳 China2023#Energy Transition
【Academic Exploration】
◎ Long Yixuan ^1,2^ Wang Xiaomei ^3^
This study aims to clarify the dynamic patterns of patent family size's contribution to patent value, providing a reference for optimizing patent strategy and value assessment. Using the clean energy solar power field as an example, dataset…