Decarbonizing the Aerospace Scope 3 emissions with efficient data monitoring framework

Unofficial AI-generated summary based on the public title and abstract. Not an official translation.

🔬研究者:航空Scope 3排出のデータ監視手法とビッグデータ適用の具体例として参考になる。

🏢実務担当者:自社の排出データ管理と開示対応に応用可能なフレームワークの知見を得られる。

🏛政策担当者:航空業界の排出削減政策や開示基準の策定に資するデータ基盤の重要性が示される。

Aerospace is one of the most difficult industries to decarbonize, contributing 2.5% of global CO2 emissions. Achieving climate-neutral operations is a common challenge faced due to principal factors such as scale, expenses, and legal hurdles of placing innovative technology in the air. Jet fuel is a cost-effective technology; however, a major drawback is the enormous amounts of carbon released from the fuel. It can be appreciated that calculating and then eliminating Scope 3 emissions is an arduous concept since it accounts for a larger amount of carbon footprint for most aerospace industries. In terms of the volume of Scope 3 emissions, there is a rising urgency to cut them and transition to more sustainable methods of flying.To support the Paris Agreement various research and studies have been conducted to discover the causes of Scope 3 emissions and to minimize the impact that is bringing to this environment, but there is no clear industry-wide framework for tracking Aerospace Scope 3 emissions overall. The aim of this research is to develop a single data monitoring framework to gather and make use of data from diverse streams of aircraft operations. The primary objective of our study is to choose the appropriate datasets for the various Scope 3 emissions from airplanes and include those datasets into our proposed methodology to create informative results and seek to minimize GHG emissions in the environment.We employ big data analytical technologies to accomplish the study objectives. Our model is created in such a way that allows it to adjust for both batch and real-time inputs. The paper also discusses the data architecture and evaluation metrics used to assess the effectiveness of the framework. Aerospace companies can use this framework to monitor and manage their emissions, set targets, and develop strategies to reduce their carbon footprint. The results show that the framework can provide valuable insights into emissions data and help stakeholders make informed decisions to reduce their environmental impact.

• openalex http://dx.doi.org/10.1109/dese60595.2023.10469041first seen 2026-08-02 16:55:04