Identification of thermal patterns in the city of Porto Alegre, RS, through remote sensing
DOI:
https://doi.org/10.46421/entac.v19i1.2073Keywords:
Surface Temperature, Landsat-8, Urban Heat Island, Urban Cool Island, Hot Spots and Cold Spots AnalysisAbstract
The urbanization process can influence the local climatic conditions, influencing city's thermal field and energy consumption for the air conditioning of buildings. In this sense, this work seeks to identify areas with potential for heat and cooling island formation in Porto Alegre/RS. The estimation of surface temperatures was based on Landsat-8 satellite images. A hot spot and cold spot analysis were performed to identify the most susceptible areas. It was possible to identify the city's most critical areas in heat and cooling island formation considering summer and winter scenarios.
References
FERREIRA, F.; ANDRADE, W. Urban Climate Assessment of Urban Heat Islands in Brazil based on MODIS remote sensing data. Urban Climate. v. 35, nov. 2020. DOI: https://doi.org/10.1016/j.uclim.2020.100726.
GETIS, A.; ORD, J.K. The Analysis of Spatial Association, Geogr. Anal. v. 24, n. 3, p. 189–206, jul. 1992. DOI: https://doi.org/10.1111/j.1538-4632.1992.tb00261.x.
GORELICK, N; HANCHER, M.; DIXON, M.; ILYUSHCHENKO, S.; THAU, D.; MOORE, R. Google Earth Engine: Planetary-scale geospatial analysis for everyone, Remote Sens. Environ. v. 202, p. 18–27, dez. 2017. DOI: https://doi.org/10.1016/j.rse.2017.06.031.
HOWARD, L. The climate of London: deduced from meteorological observations made in the metropolis. Londres, 1818.
IBGE. Diário Oficial da União DOU, Brasil, 2020. https://doi.org/1677-7042.
INMET. Estação Meteorológica de Porto Alegre. 2022. Disponível em: https://bdmep.inmet.gov.br.
LOMBARDO, M. Ilha de Calor nas Metrópoles: O exemplo de São Paulo. São Paulo, 1985.
OLIVEIRA, M. T.; GANEM, K. A.; BAPTISTA, G. M. M. Análise sazonal da relação entre sequestro de carbono e ilhas de calor urbanas nas metrópoles de São Paulo, Rio de Janeiro, Belo Horizonte e Brasília. Revista Brasileira de Cartografia, v. 69, n. 4, 2017.
PALME, M.; INOSTROZA, L.; VILLACRESES, G.; LOBATO-CORDERO, A.; CARRASCO, C.. From urban climate to energy consumption. Enhancing building performance simulation by including the urban heat island effect. Energy Build. v. 145, p. 107–120, jun. 2017. DOI: https://doi.org/10.1016/j.enbuild.2017.03.069.
PENG, W.; WANG, R.; DUAN, J.; GAO, W.; FAN, Z. Surface and canopy urban heat islands: Does urban morphology result in the spatiotemporal differences? Urban Clim. v. 42, n. 101136, mar. 2022. DOI: https://doi.org/10.1016/j.uclim.2022.101136.
Projeto MapBiomas - Coleção 6 da Série Anual de Mapas de Uso e Cobertura da Terra do Brasil, acessado em jul. 2022, através do link: https://mapbiomas.org/
SAHA, S.; SAHA, A.; DAS, M.; SAHA, A.; SARKAR, R.; DAS, A. Analyzing spatial relationship between land use/land cover (LULC) and land surface temperature (LST) of three urban agglomerations (UAs) of Eastern India. Remote Sens. Appl. Soc. Environ. v. 22, n. 100507, abr. 2021. DOI: https://doi.org/10.1016/j.rsase.2021.100507.
SAYLER, K.; GLYNN, T. Landsat 8 Level 2 Science Product (L2SP) Guide. v. 2, p. 1–43, mar. 2022. Disponível em: https://prd-wret.s3.us-west-2.amazonaws.com/assets/palladium/production/atoms/files/LSDS-1619_Landsat8-C2-L2-ScienceProductGuide-v2.pdf.
SHI, D.; SONG, J.; HUANG, J.; ZHUANG, C.; GUO, R.; GAO, Y. Synergistic cooling effects (SCEs) of urban green-blue spaces on local thermal environment: A case study in Chongqing, China. Sustain. Cities Soc. v. 55, p. 1-16, jan. 2020. DOI: https://doi.org/10.1016/j.scs.2020.102065.
WU, W.; YU, Z.; MA, J.; ZHAO, B. Quantifying the influence of 2D and 3D urban morphology on the thermal environment across climatic zones, Landsc. Urban Plan. v. 226, n. 104499, out. 2022. DOI: https://doi.org/10.1016/j.landurbplan.2022.104499.
YANG, C.; YAN, F.; LEI, X.; DING; X.; ZHENG; Y.; LIU, L.; ZHANG, S. Investigating seasonal effects of dominant driving factors on urban land surface temperature in a snow-climate city in China. Remote Sens. v. 1, n. 18, p. 1–19, set. 2020. DOI: https://doi.org/10.3390/RS12183006.
ZINZI, M.; CARNIELO, E.; MATTONI, B. On the relation between urban climate and energy performance of buildings. A three-years experience in Rome, Italy. Appl. Energy. v. 221, p. 148–160, jul. 2018. DOI: https://doi.org/10.1016/j.apenergy.2018.03.192.
ZORZI, L. A influência dos parques verdes no conforto térmico urbano: estudo de caso em Porto Alegre - RS. 174 f. Dissertação (Mestrado em Planejamento Urbano e Regional). Universidade Federal do Rio Grande do Sul, Porto Alegre, 2016.