Assessment of Urban Heat Islands in an Eastern Amazonian city

Abstract. The increase in heat islands in large cities, especially in tropical areas, has been a significant problem, as the rise in temperature can cause health issues for people. Therefore, this research aimed to analyze changes in land surface temperature (LST) and urban heat islands (UHI) in 1986 and 2023. The methodological procedures were carried out in four steps: I) Calculation of LST and UHI using the Landsat collection; II) Zonal statistics of the mean, the median, the minimum, maximum, and standard deviation of LST and UHI in each neighbourhood; III) Kruskal-Wallis Test applied to the average LST between 1986 and 2023; and IV) Assessment of the spatial autocorrelation of neighbourhoods using Bivariate Global and Local Moran’s I Index between LST and UHI. The results showed that in 2023, there was an increase in heat islands in central city neighbourhoods compared to 1986, as demonstrated by the Kruskal-Wallis test, which showed significant differences in LST. The global Moran’s I Index presented a value of 0.642, indicating a robust spatial autocorrelation in local studies. The neighbourhoods that showed high correlations were Campina, Cidade Velha, Cremação, Condor, Fátima, Jurunas, Nazaré, Pedreira, Reduto, São Braz, and Umarizal. The neighbourhoods that showed low correlations were Águas Lindas, Aurá, Curió-Utinga, Guanabara, and Parque Guajará. These results are directly linked to the intensification of urbanization and low vegetation cover, especially in central areas of the city, which showed a high correlation. These findings can aid decision-makers and support urban planning, focusing on neighbourhoods with higher average temperatures.

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Publication Details

Journal
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences
Published
2024-11-07
DOI
https://doi.org/10.5194/isprs-archives-xlviii-3-2024-437-2024
Citations
1
Primary Topic
Urban Heat Island Mitigation
Type
article
Field-Weighted Citation Impact
0.21
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article

Assessment of Urban Heat Islands in an Eastern Amazonian city

Dayla Carolina Rodrigues Santos, Aline Maria Meiguins de Lima, Andrés Velástegui-Montoya, Yuri Antônio da Silva Rocha et al.
1 citations
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences
Urban Heat Island Mitigation
0.21
article

Assessment of Urban Heat Islands in an Eastern Amazonian city

Dayla Carolina Rodrigues Santos, Aline Maria Meiguins de Lima, Andrés Velástegui-Montoya, Yuri Antônio da Silva Rocha, Lucas Lima Raiol
article en
1 citations

Abstract

Abstract. The increase in heat islands in large cities, especially in tropical areas, has been a significant problem, as the rise in temperature can cause health issues for people. Therefore, this research aimed to analyze changes in land surface temperature (LST) and urban heat islands (UHI) in 1986 and 2023. The methodological procedures were carried out in four steps: I) Calculation of LST and UHI using the Landsat collection; II) Zonal statistics of the mean, the median, the minimum, maximum, and standard deviation of LST and UHI in each neighbourhood; III) Kruskal-Wallis Test applied to the average LST between 1986 and 2023; and IV) Assessment of the spatial autocorrelation of neighbourhoods using Bivariate Global and Local Moran’s I Index between LST and UHI. The results showed that in 2023, there was an increase in heat islands in central city neighbourhoods compared to 1986, as demonstrated by the Kruskal-Wallis test, which showed significant differences in LST. The global Moran’s I Index presented a value of 0.642, indicating a robust spatial autocorrelation in local studies. The neighbourhoods that showed high correlations were Campina, Cidade Velha, Cremação, Condor, Fátima, Jurunas, Nazaré, Pedreira, Reduto, São Braz, and Umarizal. The neighbourhoods that showed low correlations were Águas Lindas, Aurá, Curió-Utinga, Guanabara, and Parque Guajará. These results are directly linked to the intensification of urbanization and low vegetation cover, especially in central areas of the city, which showed a high correlation. These findings can aid decision-makers and support urban planning, focusing on neighbourhoods with higher average temperatures.

˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciencesVol. XLVIII-3-2024
Escuela Superior Politecnica del Litoral (EC), Research Center on Earth Sciences (AR), Instituto Federal de Educação, Ciência e Tecnologia do Pará (BR), Universidade Federal do Pará (BR)
Sustainable cities and communities
Openalex Percentile: Top 49%
Urban Heat Island Mitigation
0.21
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