Title :
Calculation methods of territorial development intensity using DMSP/OLS data
Author :
Yuan, Tao ; Zheng, Xinqi ; Zhou, Wei
Author_Institution :
Sch. of Land Sci. & Technol., China Univ. of Geosci., Beijing, China
Abstract :
The nighttime lights collected by the U.S. Air Force Defense Meteorological Satellite Program (DMSP) Operational Linescan System (OLS) have a number of favorable characteristics for depicting the spatial patterns of Constructed surfaces on large scale. This paper presents a quantitative analysis on the brightness of nighttime lights and territorial development intensity (TDI) from pixel-scale using the land use data of Shuozhou City as the reference data source. The nighttime lights were reprojected to 2-kilometer equal area grid in an Albers conical equal area projection. Linear regression defined a formula for estimating the TDI base on the brightness of nighttime lights. Furthermore, results also confirm that different types of construction land make different contribution to the brightness. This method is effective and convenient for constructed area analysis and monitoring.
Keywords :
artificial satellites; geographic information systems; meteorological instruments; regression analysis; Albers conical equal area projection; DMSP-OLS data; U.S. air force; defense meteorological satellite program; linear regression; nighttime lights brightness; operational linescan system; territorial development intensity; Analytical models; Brightness; Cities and towns; Correlation; Gray-scale; Image resolution; Tin; DMSP/OLS; correlation analysis; territorial development intensity;
Conference_Titel :
Geoinformatics, 2011 19th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-849-5
DOI :
10.1109/GeoInformatics.2011.5980751