The Vegetation Adjusted NTL Urban Index: A new approach to reduce saturation and increase variation in nighttime luminosity

被引:308
作者
Zhang, Qingling [1 ]
Schaaf, Crystal [2 ]
Seto, Karen C. [1 ]
机构
[1] Yale Univ, Yale Sch Forestry & Environm Studies, New Haven, CT 06511 USA
[2] Univ Massachusetts, Boston, MA 02125 USA
基金
美国国家科学基金会;
关键词
VANUI; Urbanization; Cities; Urban mapping; Urban energy use; Sustainability; Carbon emissions; DMSP/OLS; MODIS; NDVI; Suomi NPP/VIIRS; LAND-COVER; POPULATION-DENSITY; ENERGY; CHINA; MODIS; URBANIZATION; CONSUMPTION; EMISSIONS; ABUNDANCE; DYNAMICS;
D O I
10.1016/j.rse.2012.10.022
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The science and policy communities increasingly require information about inter-urban variability in form, infrastructure, and energy use for cities globally and in a timely manner. Nighttime light (Nil) data from the Defense Meteorological Satellite Program/Operational Linescan System (DMSP/OLS) are able to provide information on nighttime luminosity, a correlate of the built environment and energy consumption. Although NTL data are used to map aggregate measures of urban areas such as total area extent, their ability to characterize inter-urban variation is limited due to saturation of the data values, especially in urban cores. Here we propose a new spectral index, the Vegetation Adjusted NTL Urban Index (VANUI), which combines MODIS NDVI with Nil, to achieve three key goals. First, the index reduces the effects of NTL saturation. Second, the index increases variation of the NTL signal, especially within urban areas. Third, the index corresponds to biophysical and urban characteristics. Additionally, the index is intuitive, simple to implement, and enables rapid characterization of inter-urban variability in nighttime luminosity. Assessments of VANUI show that it significantly reduces NTL saturation and increases variation of data values in core urban areas. As such, VANUI can be useful for studies of urban structure, energy use, and carbon emissions. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:32 / 41
页数:10
相关论文
共 57 条
[1]  
[Anonymous], FUT EARTH RES GLOB S
[2]  
[Anonymous], 2007, ENV MAN PLAN
[3]   POTENTIALS AND LIMITS OF VEGETATION INDEXES FOR LAI AND APAR ASSESSMENT [J].
BARET, F ;
GUYOT, G .
REMOTE SENSING OF ENVIRONMENT, 1991, 35 (2-3) :161-173
[4]   The urban ecology of late imperial Beijing reconsidered - The transformation of social space in China's late imperial capital city [J].
Belsky, R .
JOURNAL OF URBAN HISTORY, 2000, 27 (01) :54-74
[5]   A SVM-based method to extract urban areas from DMSP-OLS and SPOT VGT data [J].
Cao, Xin ;
Chen, Jin ;
Imura, Hidefumi ;
Higashi, Osamu .
REMOTE SENSING OF ENVIRONMENT, 2009, 113 (10) :2205-2209
[6]  
City of Paris, 2007, PARIS CLIMATE PROTEC
[7]  
Davis Deborah., 1995, Urban Spaces in Contemporary China
[8]   NDVI-DERIVED LAND-COVER CLASSIFICATIONS AT A GLOBAL-SCALE [J].
DEFRIES, RS ;
TOWNSHEND, JRG .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1994, 15 (17) :3567-3586
[9]  
Doll CNH, 2000, AMBIO, V29, P157, DOI 10.1639/0044-7447(2000)029[0157:NTIAAT]2.0.CO
[10]  
2