Spatiotemporal Influences of LULC Changes on Land Surface Temperature in Rapid Urbanization Area by Using Landsat-TM and TIRS Images
Authors:
- Eduardo Andre KaiserEKEduardo Andre Kaiser
- Silvia Beatriz Alves RolimSilvia Beatriz Alves Rolim
- Atilio Efrain Bica GrondonaAGAtilio Efrain Bica Grondona
- Cristiano Lima HackmannCHCristiano Lima Hackmann
- Rodrigo de Marsillac LinnRodrigo de Marsillac Linn
- Pâmela Suélen KäferPKPâmela Suélen Käfer
- Nájila Souza da RochaNRNájila Souza da Rocha
- Lucas Ribeiro DiazLucas Ribeiro Diaz
Open Access
- 11 March 2022
- journal article
- research article
- Published by MDPI AG in Atmosphere
- Vol. 13 (3) , 460
Abstract
The inverse correlation between NDVI and LST is widely known for its long time series. However, when more specific statistical tests were performed, subtle differences in the correlation behavior over time are more clearly observed. In this work, regression analyses were performed between NDVI and LST at intervals of approximately 10 years, quantifying this relationship for an area of transition from vegetation to urban occupation from 1985 to 2018. The removal of vegetation cover (reduction of 51% to 7% in grassland and 14.4% to 0.6% in forest) to occupy impermeable surfaces ( increase of 31% to 91% in urban areas) caused an average LST increase of 4.18 °C when compared to the first and last decades of the historical series. Temporal analysis allowed us to verify the increase in temperature in the four seasons. The largest difference was 6.36 °C between the first and last decade of autumn, 4.40 °C in spring, 4.09 °C in summer, and 2.41 °C in winter. The results also show that LST has a negative correlation with NDVI, especially in urban areas, with an increase in this correlation during the period (1989: R = −0.55; 1999: R = −0.58; 2008: R = −0.59; 2018: R = −0.76). Our study results will help policymakers understand the dynamics of temperature increases by adding scientifically relevant information on the sustainable organization of the urban environment.Keywords
This publication has 77 references indexed in Scilit:
- Urban Heat Island Analysis Using the Landsat TM Data and ASTER Data: A Case Study in Hong KongRemote Sensing, 2011
- Boosting: a classification method for remote sensingInternational Journal of Remote Sensing, 2007
- A survey of image classification methods and techniques for improving classification performanceInternational Journal of Remote Sensing, 2007
- Changes in land surface temperatures and NDVI values over Europe between 1982 and 1999Remote Sensing of Environment, 2006
- A generalized single‐channel method for retrieving land surface temperature from remote sensing dataJournal of Geophysical Research: Atmospheres, 2003
- Assessment of global climate model land surface albedo using MODIS dataGeophysical Research Letters, 2003
- Impact of rapid urban growth on heat and moisture islands in Pune City, IndiaAtmospheric Environment, 2000
- Relation between vegetation, surface temperature, and surface composition in the tokyo region during winterRemote Sensing of Environment, 1994
- On the correlation of indices of vegetation and surface temperature over south-eastern AustraliaInternational Journal of Remote Sensing, 1990
- Remote Sensing and Image InterpretationThe Geographical Journal, 1980