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Skin Cancer, Irradiation, and Sunspots: The Solar Cycle Effect
Skin cancer is diagnosed in more than 2 million individuals annually in the United States. It is strongly associated with ultraviolet exposure, with melanoma risk doubling after five or more sunburns. Solar activity, characterized by features such as irradiance and sunspots, undergoes an 11-year sol...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4122154/ https://www.ncbi.nlm.nih.gov/pubmed/25126567 http://dx.doi.org/10.1155/2014/538574 |
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author | Valachovic, Edward Zurbenko, Igor |
author_facet | Valachovic, Edward Zurbenko, Igor |
author_sort | Valachovic, Edward |
collection | PubMed |
description | Skin cancer is diagnosed in more than 2 million individuals annually in the United States. It is strongly associated with ultraviolet exposure, with melanoma risk doubling after five or more sunburns. Solar activity, characterized by features such as irradiance and sunspots, undergoes an 11-year solar cycle. This fingerprint frequency accounts for relatively small variation on Earth when compared to other uncorrelated time scales such as daily and seasonal cycles. Kolmogorov-Zurbenko filters, applied to the solar cycle and skin cancer data, separate the components of different time scales to detect weaker long term signals and investigate the relationships between long term trends. Analyses of crosscorrelations reveal epidemiologically consistent latencies between variables which can then be used for regression analysis to calculate a coefficient of influence. This method reveals that strong numerical associations, with correlations >0.5, exist between these small but distinct long term trends in the solar cycle and skin cancer. This improves modeling skin cancer trends on long time scales despite the stronger variation in other time scales and the destructive presence of noise. |
format | Online Article Text |
id | pubmed-4122154 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-41221542014-08-14 Skin Cancer, Irradiation, and Sunspots: The Solar Cycle Effect Valachovic, Edward Zurbenko, Igor Biomed Res Int Research Article Skin cancer is diagnosed in more than 2 million individuals annually in the United States. It is strongly associated with ultraviolet exposure, with melanoma risk doubling after five or more sunburns. Solar activity, characterized by features such as irradiance and sunspots, undergoes an 11-year solar cycle. This fingerprint frequency accounts for relatively small variation on Earth when compared to other uncorrelated time scales such as daily and seasonal cycles. Kolmogorov-Zurbenko filters, applied to the solar cycle and skin cancer data, separate the components of different time scales to detect weaker long term signals and investigate the relationships between long term trends. Analyses of crosscorrelations reveal epidemiologically consistent latencies between variables which can then be used for regression analysis to calculate a coefficient of influence. This method reveals that strong numerical associations, with correlations >0.5, exist between these small but distinct long term trends in the solar cycle and skin cancer. This improves modeling skin cancer trends on long time scales despite the stronger variation in other time scales and the destructive presence of noise. Hindawi Publishing Corporation 2014 2014-07-14 /pmc/articles/PMC4122154/ /pubmed/25126567 http://dx.doi.org/10.1155/2014/538574 Text en Copyright © 2014 E. Valachovic and I. Zurbenko. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Valachovic, Edward Zurbenko, Igor Skin Cancer, Irradiation, and Sunspots: The Solar Cycle Effect |
title | Skin Cancer, Irradiation, and Sunspots: The Solar Cycle Effect |
title_full | Skin Cancer, Irradiation, and Sunspots: The Solar Cycle Effect |
title_fullStr | Skin Cancer, Irradiation, and Sunspots: The Solar Cycle Effect |
title_full_unstemmed | Skin Cancer, Irradiation, and Sunspots: The Solar Cycle Effect |
title_short | Skin Cancer, Irradiation, and Sunspots: The Solar Cycle Effect |
title_sort | skin cancer, irradiation, and sunspots: the solar cycle effect |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4122154/ https://www.ncbi.nlm.nih.gov/pubmed/25126567 http://dx.doi.org/10.1155/2014/538574 |
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