Household electricity access in Africa (2000-2013): Closing information gaps with model-based geostatistics

被引:15
作者
Andrade-Pacheco, Ricardo [1 ]
Savory, David J. [1 ]
Midekisa, Alemayehu [1 ]
Gething, Peter W. [2 ]
Sturrock, Hugh J. W. [1 ]
Bennett, Adam [1 ]
机构
[1] UCSF, Malaria Eliminat Initiat, Inst Global Hlth Sci, San Francisco, CA 94107 USA
[2] Univ Oxford, Nuffield Dept Med, Big Data Inst, Oxford, England
基金
英国医学研究理事会;
关键词
RURAL ELECTRIFICATION; SATELLITE IMAGERY; ENERGY ACCESS; LIGHTS; CONSUMPTION; INDIA;
D O I
10.1371/journal.pone.0214635
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
Household electricity access data in Africa are scarce, particularly at the subnational level. We followed a model-based Geostatistics approach to produce maps of electricity access between 2000 and 2013 at a 5 km resolution. We collated data from 69 nationally representative household surveys conducted in Africa and incorporated nighttime lights imagery as well as land use and land cover data to produce maps of electricity access between 2000 and 2013. The information produced here can be an aid for understanding of how electricity access has changed in the region during this 14 year period. The resolution and the continental scale makes it possible to combine these data with other sources in applications in the socio-economic field, both at a local or regional level.
引用
收藏
页数:14
相关论文
共 46 条
[1]   Health Statistics 4 - From data to policy: good practices and cautionary tales [J].
AbouZahr, Carla ;
Adjei, Sam ;
Kanchanachitra, Churnrurtai .
LANCET, 2007, 369 (9566) :1039-1046
[2]   Satisfying the rural residential demand in Liberia with decentralized renewable energy schemes [J].
Alfaro, Jose ;
Miller, Shelie .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2014, 30 :903-911
[3]  
Alvarez GD, 2011, MDGS SUBSAHARAN AFRI, V2011
[4]  
Amaral S., 2005, COMPUT ENVIRON URBAN, V29, P179, DOI [10.1016/j.compenvurbsys.2003.09.004, DOI 10.1016/J.COMPENVURBSYS.2003.09.004]
[5]  
[Anonymous], 2006, Guide to DHS statistics
[6]  
[Anonymous], 2007, REG BAS STAT NORTH C
[7]  
[Anonymous], 2013, SPATIAL ANAL REPORTS
[9]   Energy access scenarios to 2030 for the power sector in sub-Saharan Africa [J].
Bazilian, Morgan ;
Nussbaumer, Patrick ;
Rogner, Hans-Holger ;
Brew-Hammond, Abeeku ;
Foster, Vivien ;
Pachauri, Shonali ;
Williams, Eric ;
Howells, Mark ;
Niyongabo, Philippe ;
Musaba, Lawrence ;
Gallachoir, Brian O. ;
Radka, Mark ;
Kammen, Daniel M. .
UTILITIES POLICY, 2012, 20 (01) :1-16
[10]   Energy access problem of the poor in India: Is rural electrification a remedy? [J].
Bhattacharyya, Subhes C. .
ENERGY POLICY, 2006, 34 (18) :3387-3397