Title :
A new approach to the application of DMSP/OLS nighttime light data to urbanization assessment
Author :
Fan Junfu ; Ma Ting ; Zhou Chenghu ; Zhou Yuke
Abstract :
In this study, we proposed a new method for extracting urban built-up area from satellite-based nighttime light data. Our methods are based on locally thresholding correction of nighttime lights in association with economic statistical data (termed TC-ESD). We grouped China´s cities into a series of categories according to gross domestic product and geographical regions. Category-based thresholds of night light brightness used in extracting urban extent were obtained for different categories of cities from a comprehensive consideration of nighttime lights and economic activities. In comparison with uniform empirical thresholding method, our results show that TC-ESD method could markedly improve the recognition accuracy of urban built-up area from nightlight data for individual cities.
Keywords :
artificial satellites; economic indicators; feature extraction; geophysical image processing; object recognition; statistical analysis; terrain mapping; China; DMSP-OLS nighttime light data; TC-ESD; category-based threshold; economic statistical data; geographical region; gross domestic product; local thresholding correction; night light brightness; satellite-based nighttime light data; uniform empirical thresholding method; urban built-up area extraction; urban built-up area recognition; urban extent extraction; urbanization assessment; Accuracy; Cities and towns; Data mining; Economic indicators; Presses; Remote sensing; DMSP/OLS; TC-ESD; thresholding method; urbanization assessment;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6351964