Title
A Method for Data Collection and Comparison of UVI Sources for Supervised Learning Task
Date Issued
01 January 2021
Access level
metadata only access
Resource Type
conference paper
Author(s)
Casanca-Osccorima M.
Solis-Munoz L.
Shiguihara P.
Publisher(s)
Institute of Electrical and Electronics Engineers Inc.
Abstract
Ultraviolet radiation is responsible for premature aging, melanomas, carcinomas and a large number of cases of skin cancer, despite the fact that it is the easiest risk factor to prevent in people. There are sources such as web and mobile applications and even industrial instruments that claim to measure the UV radiation index (UVI). In this work, four experiments were conducted to evaluate the relationship of the UV radiation index (UVI) with time and climatic variables such as humidity, temperature and sky condition. We found industrial instrument indicates lower radiation values, since it has a sensor that is affected by various climatic factors, while the applications that use the Global Positioning System (GPS) indicate high values. However, it was also determined that the margin of error of these is tolerable for taking preventive measures. We contribute with a collected data set of UVI and weather condition in Peru.
Language
English
OCDE Knowledge area
Otras ingenierías y tecnologías
Scopus EID
2-s2.0-85124429713
Resource of which it is part
Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021
ISBN of the container
978-166542914-6
Conference
5th IEEE Sciences and Humanities International Research Conference, SHIRCON 2021
Sources of information: Directorio de Producción Científica Scopus