Vol.:(0123456789) 1 3
Modeling Earth Systems and Environment
https://doi.org/10.1007/s40808-018-0463-8
ORIGINAL ARTICLE
Assessment of the thermal response of variations in land surface
around an urban area
Mojolaoluwa Toluwalase Daramola
1
· Emmanuel Olaoluwa Eresanya
1,2
· Kazeem Abiodun Ishola
1,3
Received: 15 January 2018 / Accepted: 7 April 2018
© Springer International Publishing AG, part of Springer Nature 2018
Abstract
The ancient city of Ibadan has experienced major development and this development has led to modifcations of the land
surface over the years. This study assessed the changes that have occurred in the Land Use Land Cover (LULC) of Ibadan
city using satellite image from Landsat covering 1984, 2000 and 2016. Supervised classifcation scheme was done using the
maximum likelihood classifer for classifying the images. The extent of change of the LULC classes was performed on the
classifed images using Land Change Modeller (LCM). The implication of the change in LULC on Land Surface Tempera-
ture (LST) and related indices was assessed. Over a period of 32 years (1984–2016), the area coverage of the built-up region
of Ibadan increased from 11.23 to 54.64 hectares in thousands with a net change of 8%. Thick vegetation was identifed as
the major contributor to the increase in the built-up area thus indicating urban encroachment. The implication of this was
observed in thermal hotspots distribution and increase in the average LST over Ibadan as there was a decrease in vegetated
surfaces that dampen the LST and an increase in the impervious surface revealed by the impervious and built-up index. In
general, this study showed the capability of impervious surface indices in depicting the variations in land use land cover
around a region, majorly urban sprawl. Furthermore, the evaluation of the spectral indices showed Urban Index (UI) as the
best predictor LST.
Keywords Land cover change · Impervious surface · Land surface temperature · Population · Spectral indices
Introduction
The biophysical environment is severely modifed by the
variations that occur in land use land cover. These variations
include; decrease in naturally vegetated area such as highly
forested areas, loss of agricultural lands, increase in barren
areas, increase in impermeable surfaces, etc. A major land
use that has expanded over time is the impervious surfaces.
Impervious surfaces are typically described as land surface
features created by humans through which water cannot
permeate the ground. Human-induced land cover amount to
nearly 40% of the earth’s surface and the naturally vegetated
environments have been modifed to impervious sur faces
(Sterling and Ducharne 2008). Impervious surfaces are sig-
nifcant pointers to the state of the environment inasmuch as
they have substantial consequences for several biophysical
processes such as urban heat islands efect, surface energy
budget, transport of water pollutants and deterioration of
water quality. Impervious surfaces cause increased storm
water runof which consequently increases foods in urban
streams (Rose and Peters 2001; Burns et al. 2005). As a
result of the replacement of the land cover with impervious
surfaces which give rise to reduction of evapotranspiration
(Carlson 1986), and therefore sensible heat fux increase,
temperature gradient exists between the areas dominated by
impervious surfaces and natural vegetation.
Across various cities globally, studies have revealed that
the proportion of green areas that should be preserved, are
being urbanized (Rosenzweig et al. 2006; Kim and Pauleit
2007; Qiao et al. 2013; Kandel et al. 2016). Depletion of
these green areas may result to deprivation and reduction in
the biodiversity and consequently distort the urban ecosys-
tem (Kim and Pauleit 2007). Due to the importance of urban
* Mojolaoluwa Toluwalase Daramola
daramolamt@futa.edu.ng
1
Department of Meteorology and Climate Science, Federal
University of Technology, P.M.B. 704, Akure, Nigeria
2
Department of Marine Science and Technology, Federal
University of Technology, P.M.B. 704, Akure, Nigeria
3
Department of Geography, National University of Ireland,
Maynooth, Ireland