Implementação da IoT para o Monitoramento das Variáveis Meteorológicas num AAL
Resumo
A maioria das pesquisas sobre a Biometeorologia Humana usa dados de provedores de dados da saúde e do clima, para correlacionar e inferir os impactos das variáveis climáticas sobre as morbidades. Embora possam gerar indicadores para a gestão da saúde, as pesquisas precisam ser refinadas no sentido de considerar as leituras das variáveis meteorológicas no ambiente interno e, disponibilizar esses dados a serem avaliados juntamente com os dados clínicos dos pacientes. Visando contribuir com a Biometeorologia Humana, neste artigo é proposta a implementação da Internet das Coisas (IoT), com o uso da ZigBee, para monitorar as condições ambientais de um AAL (Ambient Assisted Living) ubíquo, e armazenar os dados na nuvem, para serem consumidos por cuidadores da sáude.
Referências
Araújo, R. A. F., Gomes Filho, M. F. and Dantas, R.T. “Morbidades em Função das Variáveis Meteorologicas em Campina Grande – PB”, In: Jacques Servain; José Nilson B. Campos; Eduardo
Savio P.R. Martins; Dirceu Silveira Reis Junior. (Org.). Climat de'l Atlantique Tropical et Impacts sur le Nordeste (CATIN). 01 ed. Fortaleza - CE: Gráfica e Editora Ronda Ltda, 2010.
Alduchov, O. A. and Eskridge, R. E. (1996) “Improved Magnus form approximation of saturation vapor pressure”. Journal of Applied Meteorology, v. 35, n. 4, p. 601-609.
Azevedo, J. V. V., Santos, A. C., Alves, T. L. B., Azevedo, P. V. and Olinda, R. A. (2015) “Influência do Clima na Incidência de Infecção Respiratória Aguda em Crianças nos Municípios de Campina Grande e Monteiro, Paraíba, Brasil”, Revista Brasileira de Meteorologia, v. 30, n. 4, p. 467-477.
Ayres-Sampaio, D., Teodoro, A.C., Sillero, N., Santos, C., Fonseca and J., Freitas, A. (2014) “An investigation of the environmental determinants of asthma hospitalizations: An applied spatial approach”, Geography, v. 47, p. 10-19, ISSN 0143-6228.
Bader, E., Al-Shamma'a, A. and Shaw, A. (2009) “Design and implementation of low-power and wireless multi-sensor devices for industrial applications”, Developments in eSystems Engineering (DESE), Second International Conference on, Abu Dhabi, p. 418-424.
Collins, KJ. (1986) “Low indoor temperatures and morbidity in the elderly”, Oxford Journals Medicine Age and Ageing, v. 15, p. 212-220.
Cooking-hacks. e-health sensor platform v2.0 for arduino and raspberry pi [biometric/medical applications].
Critchfield, H. J. General Climatology. Englewood Cliffs: Prentice-Hall, 1983.
Nazário, D.C, Tromel, I.V.B., Dantas M.A.R., and Todesco, J.L. (2014) “Toward Assessing Quality of Context Parameters in a Ubiquitous Assisted Environment,” IEEE Symposium on Computers and Communications – ISCC, p.1-6.
Da Silva, M.P., Dantas, M.A.R., Gonçalves, A.L., Pinto, A.R. (2015) “A managing QoE approach for provisioning user experience aware services using SDN,” 11th ACM Symposium on QoS and Security for Wireless and Mobile Networks (Q2SWinet), p. 51-58.
Ezequiel, O.D.S., Gazeta, G.S. and Freire, N.M.D.S (2007) “Prevalência dos atendimentos por crises de asma nos serviços públicos do Município de Juiz de Fora (MG)”, J. bras. pneumol. v. 33, n.1.
Gonçalves, F. L. T. and Coelho, M. S. Z. S. (2010) "Variação da morbidade de doenças respiratórias em função da variação da temperatura entre os meses de abril e maio em São Paulo", Ciência e Natura, UFSM, 32 (1): 103-118.
Horstmeyer, S. (2006). Relative Humidity Relative to What? The Dew Point Temperature a better approach, in http://www.shorstmeyer.com/wxfaqs/humidity/humidity.html. Access in July 2015.
Ito, S., Kondo, H., Kawaoi, T., Hiruma, F., Takashima, H., Kim, B., Togasaki, K., Togo, T. and Abe, T. (1989) “Outbreaks of asthma attacks and meteorological parameters-multivariate analysis”, Japanese Journal of Allergology.
Jayakumar, D., Omana, J., Sivakumar and M. and Senthil, B. (2015) “A safe guard system for mine workers using wireless sensor networks”, International Journal of Applied Engineering Research 10(8):21429-21441.
Fleischer, S.L.M. and Asnani, G.C (1978) “The influence of weather on asthma in Nairobi”, International Journal of Biometeorology, v. 22, p. 263-270.
GIMA, Global Initiative for Asthma. Available in http://www.ginasthma.org/. Access in July 2015.
Lawrence, M. G. (2005) “The Relationship between Relative Humidity and the Dewpoint Temperature in Moist Air”, American Meteorological Society, [s.l].
Lier, Q. D. V., Dam, J. C. V., Metselaar, K., Jong R. and Duijnisveld, W. H. M. (2008) “Macroscopic root water uptake distribution using a matric flux potential approach”, Vadose Zone Journal, v.7, n.3, p.1065-1078.
Nam, J.-W., Kim, H.-T., Min, B.-B., Kim, K.-H., Kim, G.-S. and Kim, J.-C. (2011) “Ventilation control of subway station using USN environmental sensor monitoring system”, International Conference on Control, Automation and Systems, pp.305-308.
Ngo, N. S. and Horton, R. M. (2016) “Climate change and fetal health: The impacts of exposure to extreme temperatures in New York City”, Environmental Research, v. 144, Part A, p. 158-164.
Paulus, H.J. and Smith, T.J. “Association of allergic bronchial asthma with certain air pollutants and weather parameters” (1967) International Journal of Biometeorology, v. 11, p. 119-127.
Quinn, A., Tamerius, J. D., Perzanowski, M., Jacobson, J. S., Goldstein, I., Acosta, L. and Shaman, J. (2014) “Predicting indoor heat exposure risk during extreme heat events”, Science of The Total Environment, v. 490, p. 686–693.
Santić, Z., Santić, Z., Santić, K., Kondza, D. and Bogut, S. (2002) ”The relationships between the asthma and weather”, Medicinski Arhiv, v. 56, n. 3, p. 155-157.
SCADABR. Available in http://www.scadabr.com.br/. Access in May 2015.
Sun, F.M., Fang, Z., Zhao, Z., Xu, Z.H., Tan, J., Chen, D.L., Du, L.D., Qian, Y.M., Hui, H.Y. and Tian, L.L. (2013) “A wireless ZigBee router with PHT sensing for health monitoring”, IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom, pp. 1773-1778.
Shimizu, S., Kagawa, J. and Ishiguro, M. (2001) ”The association between emergency clinic visits for asthmatic attacks and fluctuating environmental factors”, Japanese Journal of Allergology, v. 50, n. 7, p.612-620.
Strannegard, I.-L. and Strannegard, O. (1990) “Childhood bronchial asthma in a desert country”, Allergy: European Journal of Allergy and Clinical Immunology, v. 45, n. 5, p. 327-33.
Sung, W.-T., Chen, J.-H. and Wang, H.-C. (2012) “Wisdom health care environment systems for monitoring and automated control via RBF function”, Applied Mechanics and Materials, v. 157-158, p. 315-318.
Teixeira G., F.L., Spohr Nedel, A. and Cardoso Alves, M.R (2012) “An analysis of the air relative humidity in internal and external environment in the city of São Paulo”, Brazil, Revista Brasileira de Medicina, v. 69, n. 7.
Teixeira, F. A. and Postolache, O. (2014) “Wireless sensor network and web based information system for asthma trigger factors monitoring”, Conference Record - IEEE Instrumentation and Measurement Technology Conference, pp. 1388-1393.
Thom EC (1959) “The discomfort index”, Weatherwise, v. 12, p. 57-61.
Zhang, K., Li Y., Schwartz, J. D. and O ׳Neill, M. S. (2014) “What weather variables are important in predicting heat-related mortality? A new application of statistical learning methods”, Environmental Research, v. 132, p. 350–359.
Yang, C.-T., Liao, C.-J., Liu, J.-C., Den, W., Chou, Y.-C. and Tsai, J.-J. (2014a) “Construction and application of an intelligent air quality monitoring system for healthcare environment”, Journal of Medical Systems, v. 38, n. 2, p. 1-10.
Yang, C.-T., Liu, J.-C., Liao, C.-J., Wu, C.-C. and Le, F.-Y. (2014b) “On construction of an intelligent environmental monitoring system for healthcare”, Parallel and Distributed Computing, Applications and Technologies, PDCAT Proceedings, art. no. 6904262, p. 246-253.
Zaninović, K. and Raos, M. (2001) “The influence of meteorological parameters on asthmatic attacks in children”, Hrvatski Meteoroloski Casopis, v. 37, p. 89-94.
Savio P.R. Martins; Dirceu Silveira Reis Junior. (Org.). Climat de'l Atlantique Tropical et Impacts sur le Nordeste (CATIN). 01 ed. Fortaleza - CE: Gráfica e Editora Ronda Ltda, 2010.
Alduchov, O. A. and Eskridge, R. E. (1996) “Improved Magnus form approximation of saturation vapor pressure”. Journal of Applied Meteorology, v. 35, n. 4, p. 601-609.
Azevedo, J. V. V., Santos, A. C., Alves, T. L. B., Azevedo, P. V. and Olinda, R. A. (2015) “Influência do Clima na Incidência de Infecção Respiratória Aguda em Crianças nos Municípios de Campina Grande e Monteiro, Paraíba, Brasil”, Revista Brasileira de Meteorologia, v. 30, n. 4, p. 467-477.
Ayres-Sampaio, D., Teodoro, A.C., Sillero, N., Santos, C., Fonseca and J., Freitas, A. (2014) “An investigation of the environmental determinants of asthma hospitalizations: An applied spatial approach”, Geography, v. 47, p. 10-19, ISSN 0143-6228.
Bader, E., Al-Shamma'a, A. and Shaw, A. (2009) “Design and implementation of low-power and wireless multi-sensor devices for industrial applications”, Developments in eSystems Engineering (DESE), Second International Conference on, Abu Dhabi, p. 418-424.
Collins, KJ. (1986) “Low indoor temperatures and morbidity in the elderly”, Oxford Journals Medicine Age and Ageing, v. 15, p. 212-220.
Cooking-hacks. e-health sensor platform v2.0 for arduino and raspberry pi [biometric/medical applications].
Critchfield, H. J. General Climatology. Englewood Cliffs: Prentice-Hall, 1983.
Nazário, D.C, Tromel, I.V.B., Dantas M.A.R., and Todesco, J.L. (2014) “Toward Assessing Quality of Context Parameters in a Ubiquitous Assisted Environment,” IEEE Symposium on Computers and Communications – ISCC, p.1-6.
Da Silva, M.P., Dantas, M.A.R., Gonçalves, A.L., Pinto, A.R. (2015) “A managing QoE approach for provisioning user experience aware services using SDN,” 11th ACM Symposium on QoS and Security for Wireless and Mobile Networks (Q2SWinet), p. 51-58.
Ezequiel, O.D.S., Gazeta, G.S. and Freire, N.M.D.S (2007) “Prevalência dos atendimentos por crises de asma nos serviços públicos do Município de Juiz de Fora (MG)”, J. bras. pneumol. v. 33, n.1.
Gonçalves, F. L. T. and Coelho, M. S. Z. S. (2010) "Variação da morbidade de doenças respiratórias em função da variação da temperatura entre os meses de abril e maio em São Paulo", Ciência e Natura, UFSM, 32 (1): 103-118.
Horstmeyer, S. (2006). Relative Humidity Relative to What? The Dew Point Temperature a better approach, in http://www.shorstmeyer.com/wxfaqs/humidity/humidity.html. Access in July 2015.
Ito, S., Kondo, H., Kawaoi, T., Hiruma, F., Takashima, H., Kim, B., Togasaki, K., Togo, T. and Abe, T. (1989) “Outbreaks of asthma attacks and meteorological parameters-multivariate analysis”, Japanese Journal of Allergology.
Jayakumar, D., Omana, J., Sivakumar and M. and Senthil, B. (2015) “A safe guard system for mine workers using wireless sensor networks”, International Journal of Applied Engineering Research 10(8):21429-21441.
Fleischer, S.L.M. and Asnani, G.C (1978) “The influence of weather on asthma in Nairobi”, International Journal of Biometeorology, v. 22, p. 263-270.
GIMA, Global Initiative for Asthma. Available in http://www.ginasthma.org/. Access in July 2015.
Lawrence, M. G. (2005) “The Relationship between Relative Humidity and the Dewpoint Temperature in Moist Air”, American Meteorological Society, [s.l].
Lier, Q. D. V., Dam, J. C. V., Metselaar, K., Jong R. and Duijnisveld, W. H. M. (2008) “Macroscopic root water uptake distribution using a matric flux potential approach”, Vadose Zone Journal, v.7, n.3, p.1065-1078.
Nam, J.-W., Kim, H.-T., Min, B.-B., Kim, K.-H., Kim, G.-S. and Kim, J.-C. (2011) “Ventilation control of subway station using USN environmental sensor monitoring system”, International Conference on Control, Automation and Systems, pp.305-308.
Ngo, N. S. and Horton, R. M. (2016) “Climate change and fetal health: The impacts of exposure to extreme temperatures in New York City”, Environmental Research, v. 144, Part A, p. 158-164.
Paulus, H.J. and Smith, T.J. “Association of allergic bronchial asthma with certain air pollutants and weather parameters” (1967) International Journal of Biometeorology, v. 11, p. 119-127.
Quinn, A., Tamerius, J. D., Perzanowski, M., Jacobson, J. S., Goldstein, I., Acosta, L. and Shaman, J. (2014) “Predicting indoor heat exposure risk during extreme heat events”, Science of The Total Environment, v. 490, p. 686–693.
Santić, Z., Santić, Z., Santić, K., Kondza, D. and Bogut, S. (2002) ”The relationships between the asthma and weather”, Medicinski Arhiv, v. 56, n. 3, p. 155-157.
SCADABR. Available in http://www.scadabr.com.br/. Access in May 2015.
Sun, F.M., Fang, Z., Zhao, Z., Xu, Z.H., Tan, J., Chen, D.L., Du, L.D., Qian, Y.M., Hui, H.Y. and Tian, L.L. (2013) “A wireless ZigBee router with PHT sensing for health monitoring”, IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom, pp. 1773-1778.
Shimizu, S., Kagawa, J. and Ishiguro, M. (2001) ”The association between emergency clinic visits for asthmatic attacks and fluctuating environmental factors”, Japanese Journal of Allergology, v. 50, n. 7, p.612-620.
Strannegard, I.-L. and Strannegard, O. (1990) “Childhood bronchial asthma in a desert country”, Allergy: European Journal of Allergy and Clinical Immunology, v. 45, n. 5, p. 327-33.
Sung, W.-T., Chen, J.-H. and Wang, H.-C. (2012) “Wisdom health care environment systems for monitoring and automated control via RBF function”, Applied Mechanics and Materials, v. 157-158, p. 315-318.
Teixeira G., F.L., Spohr Nedel, A. and Cardoso Alves, M.R (2012) “An analysis of the air relative humidity in internal and external environment in the city of São Paulo”, Brazil, Revista Brasileira de Medicina, v. 69, n. 7.
Teixeira, F. A. and Postolache, O. (2014) “Wireless sensor network and web based information system for asthma trigger factors monitoring”, Conference Record - IEEE Instrumentation and Measurement Technology Conference, pp. 1388-1393.
Thom EC (1959) “The discomfort index”, Weatherwise, v. 12, p. 57-61.
Zhang, K., Li Y., Schwartz, J. D. and O ׳Neill, M. S. (2014) “What weather variables are important in predicting heat-related mortality? A new application of statistical learning methods”, Environmental Research, v. 132, p. 350–359.
Yang, C.-T., Liao, C.-J., Liu, J.-C., Den, W., Chou, Y.-C. and Tsai, J.-J. (2014a) “Construction and application of an intelligent air quality monitoring system for healthcare environment”, Journal of Medical Systems, v. 38, n. 2, p. 1-10.
Yang, C.-T., Liu, J.-C., Liao, C.-J., Wu, C.-C. and Le, F.-Y. (2014b) “On construction of an intelligent environmental monitoring system for healthcare”, Parallel and Distributed Computing, Applications and Technologies, PDCAT Proceedings, art. no. 6904262, p. 246-253.
Zaninović, K. and Raos, M. (2001) “The influence of meteorological parameters on asthmatic attacks in children”, Hrvatski Meteoroloski Casopis, v. 37, p. 89-94.
Publicado
04/07/2016
Como Citar
DA SILVA, Madalena; NAZÁRIO, Débora; DANTAS, M. A. R.; GONÇALVES, Alexandre; PINTO, A. R.; MANERICHI, Guilherme; VANELLI, Bruno.
Implementação da IoT para o Monitoramento das Variáveis Meteorológicas num AAL. In: SIMPÓSIO BRASILEIRO DE COMPUTAÇÃO APLICADA À SAÚDE (SBCAS), 16. , 2016, Porto Alegre.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2016
.
p. 2577-2586.
ISSN 2763-8952.
DOI: https://doi.org/10.5753/sbcas.2016.9904.
