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- W4327851479 abstract "This paper employs the 2018 National Polar-orbiting Partnership/Visible Infrared Imaging Radiometer Suite (NPP/VIIRS) and Luojia_01 nighttime light imagery to construct a New Composite Nighttime Light Index, which is NCNTL. The reliability of NCNTL is verified based on the analysis of urban road network, population, and Landsat normalized difference vegetation index (NDVI) auxiliary data. The research found some differences between the NPP/VIIRS and the Luojia_01 nighttime light imagery in detecting urban areas through comparing and analyzing the urban area factor of the Xinjiang region. Therefore, NCNTL was developed to solve this issue. Firstly, a more significant improvement of correlation was found between NCNTL and the city-related factors than that in a single nighttime light imagery source; Secondly, conformation of the NCNTL integration of the characteristics of multi-source nighttime light was achieved to a certain extent by using NPP/VIIRS and Luojia_01 to extract urban area features. Thirdly, NCNTL outperformed the single source data in extracting small and medium-sized cities in southern Xinjiang. With the application of the new nighttime index, researchers can now fuse nighttime light imagery easily to perform urban analysis. Although the quality of NCNTL is similar to nighttime light imagery processed using multi-source auxiliary data, it can greatly reduce the workload in urban analysis and decrease the complex task requirement of collecting data from multiple sources." @default.
- W4327851479 created "2023-03-20" @default.
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- W4327851479 date "2023-01-01" @default.
- W4327851479 modified "2023-10-05" @default.
- W4327851479 title "New Composite Nighttime Light Index (NCNTL): A New Index for Urbanization Evaluation Research" @default.
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- W4327851479 doi "https://doi.org/10.1109/jstars.2023.3258754" @default.
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