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A Quantitative Approach for Analyzing the Relationship between Urban Heat Islands and Land Cover

  • Igor Ogashawara*
  • , Vanessa da Silva Brum Bastos
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

With more than 80% of Brazilians living in cities, urbanization has had an important impact on climatic variations. Sao Jose dos Campos is located in a region experiencing rapid urbanization, which has produced a remarkable Urban Heat Island (UHI) effect. This effect influences the climate, environment and socio-economic development on a regional scale. In this study, the brightness temperatures and land cover types from Landsat TM images of Sao Jose, dos Campos from 1986, 2001 and 2010 were analyzed for the spatial distribution of changes in temperature and land cover. A quantitative approach was used to explore the relationships among temperature, land cover areas and several indices, including the Normalized Difference Vegetation Index (NDVI), Normalized Difference Water Index (NDWI) and Normalized Difference Built-up Index (NDBI). The results showed that urban and bare areas correlated positively with high temperatures. Conversely, areas covered in vegetation and water correlated positively with low temperatures. The indices showed that correlations between the NDVI and NDWI and temperature were low (<0.5); however, a moderate correlation was found between the NDBI and temperature.

Original languageEnglish
Pages (from-to)3596-3618
Number of pages23
JournalRemote Sensing
Volume4
Issue number11
DOIs
Publication statusPublished - Nov 2012

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 8 - Decent Work and Economic Growth
    SDG 8 Decent Work and Economic Growth
  2. SDG 11 - Sustainable Cities and Communities
    SDG 11 Sustainable Cities and Communities
  3. SDG 13 - Climate Action
    SDG 13 Climate Action

Keywords

  • heat island
  • land cover
  • brightness temperature
  • correlation matrix
  • NDVI
  • NDBI
  • NDWI
  • SURFACE-TEMPERATURE
  • SATELLITE
  • TM
  • CLASSIFICATION
  • SENSORS
  • INDEX

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