A Method for Data Collection and Comparison of UVI Sources for Supervised Learning Task

Max Casanca-Osccorima, Lilibeth Solis-Munoz, Pedro Shiguihara

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

Resumen

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.

Idioma originalInglés
Título de la publicación alojadaProceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021
EditorialInstitute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)9781665429146
DOI
EstadoPublicada - 2021
Publicado de forma externa
Evento5th IEEE Sciences and Humanities International Research Conference, SHIRCON 2021 - Lima, Perú
Duración: 17 nov. 202119 nov. 2021

Serie de la publicación

NombreProceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021

Conferencia

Conferencia5th IEEE Sciences and Humanities International Research Conference, SHIRCON 2021
País/TerritorioPerú
CiudadLima
Período17/11/2119/11/21

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