High Resolution Population Distribution Maps for Southeast Asia in 2010 and 2015

被引:210
作者
Gaughan, Andrea E. [1 ,2 ,3 ]
Stevens, Forrest R. [1 ,2 ,3 ]
Linard, Catherine [5 ,6 ]
Jia, Peng [1 ,2 ]
Tatem, Andrew J. [1 ,2 ,4 ]
机构
[1] Univ Florida, Dept Geog, Gainesville, FL 32611 USA
[2] Univ Florida, Emerging Pathogens Inst, Gainesville, FL USA
[3] Univ Florida, Land Use Environm Change Inst, Gainesville, FL USA
[4] NIH, Fogarty Int Ctr, Bethesda, MD 20892 USA
[5] Fonds Natl Rech Sci, B-1050 Brussels, Belgium
[6] Univ Libre Bruxelles, Brussels, Belgium
来源
PLOS ONE | 2013年 / 8卷 / 02期
基金
美国国家卫生研究院;
关键词
LAND-COVER; ACCURACY; CENSUS; HEALTH;
D O I
10.1371/journal.pone.0055882
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Spatially accurate, contemporary data on human population distributions are vitally important to many applied and theoretical researchers. The Southeast Asia region has undergone rapid urbanization and population growth over the past decade, yet existing spatial population distribution datasets covering the region are based principally on population count data from censuses circa 2000, with often insufficient spatial resolution or input data to map settlements precisely. Here we outline approaches to construct a database of GIS-linked circa 2010 census data and methods used to construct fine-scale (similar to 100 meters spatial resolution) population distribution datasets for each country in the Southeast Asia region. Landsat-derived settlement maps and land cover information were combined with ancillary datasets on infrastructure to model population distributions for 2010 and 2015. These products were compared with those from two other methods used to construct commonly used global population datasets. Results indicate mapping accuracies are consistently higher when incorporating land cover and settlement information into the AsiaPop modelling process. Using existing data, it is possible to produce detailed, contemporary and easily updatable population distribution datasets for Southeast Asia. The 2010 and 2015 datasets produced are freely available as a product of the AsiaPop Project and can be downloaded from: www.asiapop.org.
引用
收藏
页数:11
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