Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study [PDF]
Background: The rise of machine learning (ML) systems has exacerbated their carbon footprint due to increased capabilities and model sizes. However, there is scarce knowledge on how the carbon footprint of ML models is actually measured, reported, and ...
Joel Castaño +3 more
semanticscholar +1 more source
ESTIMATIONS OF CARBON FOOTPRINT FROM ELECTRICITY CONSUMPTION DURING COVID-19 LOCKDOWN AND PRE-LOCKDOWN IN BUTUAN CITY [PDF]
The electricity consumption for commercial, residential, and industrial sectors is considered the primary cause of increasing carbon dioxide emissions. To calculate the carbon footprint, the researcher used Carbon Footprint Ltd.
L. C. S. Asube +2 more
doaj +1 more source
Background: Amidst the climate crisis, a key goal of the medical sector is to reduce its large carbon footprint. Although the Coronavirus disease 2019 (COVID-19) pandemic greatly impacted the medical sector, its influence on carbon footprints remains ...
Hikaru Morooka +5 more
doaj +1 more source
Measuring the Carbon Footprint of Urban and Rural Household Deciles in Iran: The Social Accounting Matrix (SAM) Approach [PDF]
Considering its biological situation, each country has a specific carrying capacities to absorb pollutants. Increased production, population, and direct and indirect fossil energy consumption have increased emissions such as carbon dioxide, resulting in ...
Yaghoub Andayesh +4 more
doaj +1 more source
The carbon footprint of surgical operations: a systematic review update.
INTRODUCTION Sustainability in healthcare is a rapidly developing area of research with recent formal recognition from institutions around the world. We completed an update of a systematic review published in 2020.
P. Robinson +3 more
semanticscholar +1 more source
Objectives Mitigating carbon footprint of products used in resource-intensive areas such as surgical operating rooms will be important in achieving net zero carbon healthcare.
C. Rizan +3 more
semanticscholar +1 more source
Development and implementation of the GIT-modelling bioreactor system: the way to reducing a carbon footprint [PDF]
The purpose of this article is to analyze and compare the carbon footprint value between «in vivo» and «in vitro» microbiological experiments in chicken GIT. The SHIME-style bioreactor for modeling the processes occurring in the gastrointestinal tract of
Danila Donskoy +2 more
doaj +1 more source
The carbon footprint of healthcare settings: A systematic review.
Healthcare systems are responsible for 4%-5% of the emissions of greenhouse gases worldwide. The Greenhouse Gas Protocol divides carbon emissions into three scopes: scope 1 or direct emissions secondary to energy use; scope 2 or indirect emissions ...
Lucas Rodríguez-Jiménez +4 more
semanticscholar +1 more source
Could building more satellite centres reduce the carbon footprint of external beam radiotherapy?
Climate change is increasingly a health emergency. This has been recognised by the NHS which aims to be carbon net zero by 2040. Most of the carbon footprint of radiotherapy is due to patient travel.
Robert Chuter
doaj +1 more source
A carbon footprint evaluation model for the entire life cycle of building materials – case study [PDF]
China’s carbon emission research started relatively late. In order to further enrich its related research, the study uses a carbon emission factor fusion building information model and a full life cycle method to calculate the building material carbon ...
Raoying Lv
doaj +1 more source

