Title :
An estimate of the city population in China using DMSP night-time satellite imagery
Author :
Cheng, Liyu ; Zhou, Yi ; Wang, Litao ; Wang, Shixin ; Du, Cong
Author_Institution :
Chinese Acad. of Sci., Beijing
Abstract :
The Defense Meteorological Satellite Program (DMSP) Operational Linescan System (OLS) has a unique capability to detect the nocturnal observation of artificial lighting which reflect the spatial distribution of human population. However, most previous studies have focused on the developed countries. The objective of this article is to explore if the models of population derived from DMSP OLS data have the potential to map the size and spatial distribution of the human population in China. After the correlation analysis between the population density and light intensity in county scale, we proposed an empirical algorithm based on night-light images. The estimated population density in each county mainly agreed with the census data. This result showed that there was signification linear relationship between the two indexes we have analyzed. It has proven the DMSP night-time images were a valuable data source for regional studies, modeling, and planning activities, especially for regions where current data were lacking.
Keywords :
demography; lighting; remote sensing; China; DMSP OLS; Defense Meteorological Satellite Program; Operational Linescan System; artificial lighting; city population estimation; human population spatial distribution; night time satellite imagery; population density; Algorithm design and analysis; Artificial satellites; Cities and towns; Data acquisition; Data analysis; Humans; Image analysis; Infrared detectors; Meteorology; Remote sensing; China; DMSP-OLS data; population;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-1211-2
Electronic_ISBN :
978-1-4244-1212-9
DOI :
10.1109/IGARSS.2007.4422890