Spatial simulation of population in Shandong Province based on night-time imagery and land cover data
نویسندگان
چکیده
Population spatial data can more truly express the actual distribution characteristics of population, and provide support for regional environment population development. Use Shandong Province as research area, township-level census data, revised DMSP/OLS night-time Globaland30 land cover sources, partitions based on agglomeration, uses a stepwise regression method to build model. model simulate density with resolution 100m. The experimental results show: Stepwise good precision, average relative error was 23.56%, Root Mean Square Error, Absolute Error are better than other two public datasets. simulation
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ژورنال
عنوان ژورنال: E3S web of conferences
سال: 2021
ISSN: ['2555-0403', '2267-1242']
DOI: https://doi.org/10.1051/e3sconf/202129302015