Landscape and Urban Planning 130 (2014) 36–49
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Landscape and Urban Planning
j o ur na l ho me pag e: www.elsevier.com/locate/landurbplan
Research Paper
Quantifying spatiotemporal patterns of urban impervious surfaces in
China: An improved assessment using nighttime light data
Qun Ma
a,b
, Chunyang He
a,∗
, Jianguo Wu
a,c
, Zhifeng Liu
a,b
, Qiaofeng Zhang
d
,
Zexiang Sun
a,b
a
Center for Human-Environment System Sustainability (CHESS), State Key Laboratory of Earth Surface Processes and Resource Ecology (ESPRE),
Beijing Normal University, Beijing 100875, China
b
College of Resources Science & Technology, Beijing Normal University, Beijing 100875, China
c
School of Life Sciences and School of Sustainability, Arizona State University, Tempe, AZ 85287, USA
d
Department of Geosciences, Murray State University, Murray, KY 42071, USA
h i g h l i g h t s
•
VANUI improved accuracy of estimating impervious surface areas with NTL data.
•
China’s impervious surface areas increased by 6.54% per year between 1992 and 2009.
•
Expansion of China’s urban impervious surfaces exhibited pronounced regional differences.
•
Three coastal regions accounted for 54.64% of China’s impervious surfaces in 2009.
•
Five of the six large expansion hotspots of impervious surfaces were in eastern China.
a r t i c l e i n f o
Article history:
Received 6 September 2013
Received in revised form 14 June 2014
Accepted 16 June 2014
Keywords:
Urban impervious surfaces
Nighttime light (NTL)
Vegetation Adjusted NTL Urban Index
(VANUI)
NDVI
China
a b s t r a c t
Quantifying the spatiotemporal patterns of impervious surfaces (ISs) is crucial for assessing the envi-
ronmental impacts of urbanization. Nighttime light (NTL) data provide a new way of mapping urban
IS on broad scales. However, the accuracy of this approach is currently low and thus further improve-
ments are much needed. Here we have estimated the urban IS dynamics of China from 1992 to 2009
using the Vegetation Adjusted NTL Urban Index (VANUI), which combines NTL and Normalized Differ-
ence Vegetation Index (NDVI) data. With VANUI, we were able to quantify the spatiotemporal patterns of
IS in China with a much higher accuracy than previous methods. Key to this improvement was VANUI’s
ability to alleviate the problem of saturation inherently associated with NTL data. Our study shows that
the total urban IS area of China increased substantially from 10,614.23 km
2
in 1992 to 31,147.63 km
2
in 2009, at an annual increase rate of 6.54%. China’s urban IS expansion exhibited pronounced regional
differences, with six large “hotspot” areas where urban IS expanded most substantially. These hotspot
regions accounted for 0.87% of China’s total land area, but 37.66% of the total area of urban IS expansion
during 1992–2009. Measures of urban IS are not only important for characterizing urbanization patterns
and processes, but also essential for assessing ecological and environmental impacts of urbanization.
Our results provide a valuable dataset and new insights for better understanding the speed and scope
of China’s recent urbanization, as well as for designing and developing sustainable cities in China and
beyond.
© 2014 Elsevier B.V. All rights reserved.
∗
Corresponding author. Tel.: +86 10 58804498; fax: +86 10 58808460.
E-mail addresses: mq-0127@163.com (Q. Ma), hcy@bnu.edu.cn
(C. He), Jingle.Wu@asu.edu (J. Wu), hanboms@126.com (Z. Liu),
robin.zhang@murraystate.edu (Q. Zhang), kindsnake@126.com (Z. Sun).
1. Introduction
Impervious surfaces (ISs) in urban areas refer to human-made
land covers through which water cannot penetrate, including
rooftops, roads, driveways, sidewalks, and parking lots (Arnold &
Gibbons, 1996; Weng, 2012). With rapid urbanization, increasing
proportions of landscapes have been converted into IS (Sutton,
Elvidge, Tuttle, & Ziskin, 2010). The proliferation of urban IS has
http://dx.doi.org/10.1016/j.landurbplan.2014.06.009
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