Automation in the measurement and dissemination of agrometeorological data in Southern Triângulo Mineiro
DOI:
https://doi.org/10.18406/2316-1817v18nunico20262109Palabras clave:
Climate monitoring. Internet of things. Meteorology.Resumen
Agrometeorology is the science that studies the interactions of atmospheric conditions with agricultural activities, being strategic for rural and environmental planning. The absence of local, easily accessible, and real-time meteorological data compromises management efficiency, sustainability, and crop productivity in southern Triângulo Mineiro. Thus, the objective was to develop a system to automate the collection and dissemination of agrometeorological data via the internet of things. Overall, five agrometeorological stations were installed in four municipalities and one district in the region. The system was developed in an architecture based on microservices. The analysis of information availability was evaluated by data quality assurance and quality control , whereas usability was determined by the System Usability Scale and UMUX-Lite. The platform (www.redeagromet.com.br) was published online. Data dissemination availability and punctuality were higher than 96%, indicating efficient agrometeorological monitoring. The values obtained by the System Usability Scale (82) and UMUX-Lite (77) indicate that the platform has an accessible and easy-to-understand panel. The development of the platform filled an informational gap, providing agrometeorological data in real time via the internet of things, thus subsidizing decision-making by farmers, technicians, and researchers and strengthening the resilience of regional agriculture to climate risks .
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ALENCAR, L. P.; SEDIYAMA, G. C.; MANTOVANI, E. C. Estimativa da evapotranspiração de referência (ETo padrão FAO) para Minas Gerais, na ausência de alguns dados climáticos. Engenharia Agrícola, v. 35, p. 39–50, 2015. DOI: https://doi.org/10.1590/1809-4430-Eng.Agric.v35n1p39-50/2015.
ALLEN, R. G.; PEREIRA, L. S.; RAES, D.; SMITH, M. Crop Evapotranspiration: Guidelines for Computing Crop Water Requirements. Rome: FAO, 1998. 300 p.
BHARWANI, S.; WILLIAMSON, K.; BUTTERFIELD, R. Measuring what matters: Building impact pathways to actionable information for the weADAPT platform. Climate Services, v. 38, p. 100574, 2025. DOI: https://doi.org/10.1016/j.cliser.2025.100574.
BROOKE, J. SUS: a quick and dirty usability scale. In: JORDAN, P. W.; THOMAS, B.; McCLELLAND, I. L.; WEERDMEESTER, B. (org.). Usability evaluation in industry. London: Taylor & Francis, 1996, p. 189–194.
BROOKE, J. SUS: a retrospective. Journal of Usability Studies, v. 8, n. 2, p. 29–40, 2013.
CARLESSO, R.; PETRY, M. T.; TROIS, C. The use of a meteorological station network to provide crop water requirement information for irrigation management. In: LI, D.; ZHAO, C. (org.). Computer and computing technologies in agriculture II. Boston: Springer, 2009. p. 381–390.
CEMADEN - CENTRO NACIONAL DE MONITORAMENTO E ALERTAS DE DESASTRES NATURAIS. Sobre o Cemaden. Brasília: Ministério da Ciência, Tecnologia e Inovações, 2025. Disponível em: https://www.gov.br/cemaden/pt-br/paginas/sobre-o-cemaden. Acesso em: 9 out. 2025.
ESCADA, P.; COELHO, C. A.; TADDEI, R.; DESSAI, S.; CAVALCANTI, I. F.; DONATO, R.; KAYANO, M. R.; MARTINS, E. S. P. R.; MIGUEL, J. C. H.; MONTEIRO, M.; MOSCATI, M. C. Climate services in Brazil: past, present, and future perspectives. Climate Services, v. 24, p. 100276, 2021. DOI: https://doi.org/10.1016/j.cliser.2021.100276.
FAYBISHENKO, B.; VERSTEEG, R.; PASTORELLO, G.; DWIVEDI, D.; VARADHARAJAN, C.; AGARWAL, D. Challenging problems of quality assurance and quality control (QA/QC) of meteorological time series data. Stochastic Environmental Research and Risk Assessment, v. 36, n. 4, p. 1049–1062, 2022. DOI: https://doi.org/10.1007/s00477-021-02106-w.
FISCHER FILHO, J. A.; OLIVEIRA, E. A.; ASSUNÇÃO, F. J. M.; MARTINS, B. A.; FUZZO, D. F. S. RedeAgromet: compartilhando informações agrometeorológicas do Triângulo Mineiro Sul. ELO – Diálogos em Extensão, v. 14, p. 1–10, 2025. DOI: https://doi.org/10.21284/elo.v14i.21568.
HACHIMI, C. E.; BELAQZIZ, S.; KHABBA, S.; SEBBAR, B.; DHIBA, D.; CHEHBOUNI, A. Smart weather data management based on artificial intelligence and big data analytics for precision agriculture. Agriculture, v. 13, p. 95, 2023. DOI: https://doi.org/10.3390/agriculture13010095.
IAC - INSTITUTO AGRONÔMICO DE CAMPINAS. CIIAGRO – Centro Integrado de Informações Agrometeorológicas: portal. Campinas, 2025. Disponível em: https://www.ciiagro.org.br/. Acesso em: 9 out. 2025.
INMET – INSTITUTO NACIONAL DE METEOROLOGIA. Normais climatológicas do Brasil 1991–2020. Brasília: INMET, 2022. Disponível em: https://portal.inmet.gov.br/normais. Acesso em: 9 out. 2025.
LEWIS, J. R.; UTESCH, B. S.; MAHER, D. E. UMUX-Lite: when there’s no time for the SUS. In: CHI ’13 Extended Abstracts on Human Factors in Computing Systems. New York: ACM, 2013. p. 2099–2102.
MINAS GERAIS. Fóruns regionais. Belo Horizonte: Agência Minas, 2017. Disponível em: http://static.agenciaminas.mg.gov.br/ckeditor_assets/attachments/3515 /2017_09_21_entregas_triangulo_sul.pdf. Acesso em: 1 mar. 2023.
MUANGPRATHUB, J.; BOONNAM, N.; KAJORNKASIRAT, S.; LEKBANGPONG, N.; WANICHSOMBAT, A.; NILLAOR, P. IoT and agriculture data analysis for smart farm. Computers and Electronics in Agriculture, v. 156, p. 467–474, 2019. DOI: https://doi.org/10.1016/j.compag.2018.12.011.
PATRO, B. S.; BARTAKKE, P. P. Quality control (QC) and quality assurance (QA) procedures for meteorological data from automatic weather stations. In: International Conference on Range Technology (ICORT), 4., New York. New York: IEEE, 2025. p. 1–6.
PUIG, F.; RODRÍGUEZ-DÍAZ, J. A.; SORIANO, M. A. Development of a low-cost open-source platform for smart irrigation systems. Agronomy, v. 12, n. 12, p. 2909, 2022. DOI: https://doi.org/10.3390/agronomy12122909.
ROMANI, L. A. S.; BAMBINI, M. D.; COLTRI, P. P.; JUNIOR, A. L.; KOENIGKAN, L. V.; OTAVIAN, A. F.; EVANGELISTA, S. R. M.; ZULLO JÚNIOR, J.; PINTO, H. S.; ASSAD, E. D. Sistema de monitoramento agrometeorológico - Agritempo: inovação em rede apoiando políticas públicas e a tomada de decisão agrícola. Agrometeoros, v. 24, n. 1, p. 29–40, 2016. DOI: https://doi.org/10.31062/agrom.v24i1.24879.
SOUSA, M. M.; DRUMOND, L. C. D.; NALDI, M. C. Sistema computacional para aquisição automática e disponibilização de dados meteorológicos. Engenharia Agrícola, v. 35, p. 606–612, 2015. DOI: https://doi.org/10.1590/1809-4430-Eng.Agric.v35n3p606-612/2015.
SWART, R. J.; BRUIN, K.; DHENAIN, S.; DUBOIS, G.; GROOT, A.; VON DER FORST, E. Developing climate information portals with users: promises and pitfalls. Climate Services, v. 6, p. 12–22, 2017. DOI: https://doi.org/10.1016/j.cliser.2017.06.008.
VIEIRA, J. C. A.; ROSA, G. B.; FUZZO, D. F. S.; FISCHER FILHO, J. A. Balanço hídrico climatológico e calibração do sistema NASA Power para a região Sul do Triângulo Mineiro, Brasil. Fronteiras: Journal of Social, Technological and Environmental Science, v. 13, n. 4, p. 75–87, 2024. DOI: https://doi.org/10.21664/2238-8869.2024v13i4.p75-87.
WORLD METEOROLOGICAL ORGANIZATION. Guide to meteorological instruments and methods of observation. 7. ed. Geneva: World Meteorological Organization, 2008. 681 p. (WMO-No. 8).
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Derechos de autor 2026 Mateus Felipe Couto Lino, Euripedes Antonio de Oliveira, Sergio Carlos Portari Junior, Daniela Fernanda da Silva Fuzzo, João Alberto Fischer Filho
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