Night Lighting and Census Integrated 500 m Raster Population Dataset of Hainan Island (2013-2018)
LAIXianLong1HAN NianLong*1HUANG PengJin1
1 Department of Land Resources Management，School of Public Administration，Hainan University，Haikou 570228
DOI:10.3974/geodb.2021.08.02.V1
Published:Aug. 2021
Visitors：8564 Data Files Downloaded：137
Data Downloaded：22.61 MB Citations：
Key Words：
NPP/VIIRS night light data,the regression model,population spatialization
Abstract：
The Night Lighting and Census Integrated 500 m Raster Population Dataset of Hainan Island (2013-2018) was developed based on the data integration between NPP / VIIRS night lighting and census data from 2013 to 2018. Pre-processing procedures were needed, including NPP/VIRS image synthesis, unstable light source removal and year-by-year correction. The regression model was established through the correlation analysis between the processed nighttime light data and the population statistics, and the population raster model was used according to the error classification to eliminate the influence of mountainous terrain, small population and other factors on the simulation accuracy. The dataset includes: (1) yearly 500m raster population data from 2013 to 2018; (2) population change raster data from 2013 to 2018. The dataset is archived in .tif data format, consists of 26 data files with data size of 11.0 MB (Compressed to one single file with 168 KB).Browse
Foundation Item：
Hainan Province (HNSK(ZD)19-119); Natural Science Foundation of Hainan Province (2019RCO16); Hainan University (kyqdsx1962)
Data Citation：
LAIXianLong, HAN NianLong*, HUANG PengJin. Night Lighting and Census Integrated 500 m Raster Population Dataset of Hainan Island (2013-2018)[J/DB/OL]. Digital Journal of Global Change Data Repository, 2021. https://doi.org/10.3974/geodb.2021.08.02.V1.
LAIXian Long, HAN NianLong, HUANG PengJin. Spatial-temporal population dataset of Hainan Island (2013-2018) [J]. Journal of Global Change Data & Discovery, 2022,6(1): 58–64.
References：
[1] Shen, Y. C., Liu, C., Shi, R. X. Boundary of Hainan Island[J/DB/OL]. Digital Journal of Global Change Data Repository, 2015. https://doi.org/10.3974/geodb.2015.01.10.V1.
[2] NPP/VIIRSnighttime lighting data[DB/OL]. https://ngdc.noaa.gov/.
[3] Hainan Provincial Bureau of Statistics, Hainan Survey Team of National Bureau of Statistics. Hainan Statistical Yearbook 2020. 2014-2019. Beijing: China Statistics Press.
[4] Hu, W.A., Liu, C. L., Zhan, Q. W. Synthesis method and comparative verification of nPP-VIIRS annual night light data in China [J]. Journal of Guilin University of Technology, 2020, 41(1): 141-148.
Data Product:
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| 0 | Datapaper_PopulationHaiNan_2013-2018.pdf | 2013.00kb | DownLoad |
| 1 |
PopulationHaiNan_2013-2018.rar |
168.97KB |
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