IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0214635.html
   My bibliography  Save this article

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

Author

Listed:
  • Ricardo Andrade-Pacheco
  • David J Savory
  • Alemayehu Midekisa
  • Peter W Gething
  • Hugh J W Sturrock
  • Adam Bennett

Abstract

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.

Suggested Citation

  • Ricardo Andrade-Pacheco & David J Savory & Alemayehu Midekisa & Peter W Gething & Hugh J W Sturrock & Adam Bennett, 2019. "Household electricity access in Africa (2000–2013): Closing information gaps with model-based geostatistics," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-14, May.
  • Handle: RePEc:plo:pone00:0214635
    DOI: 10.1371/journal.pone.0214635
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0214635
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0214635&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0214635?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Tsikalakis, Antonis & Tomtsi, T. & Hatziargyriou, N.D. & Poullikkas, A. & Malamatenios, Ch. & Giakoumelos, E. & Jaouad, O. Cherkaoui & Chenak, A. & Fayek, A. & Matar, T. & Yasin, A., 2011. "Review of best practices of solar electricity resources applications in selected Middle East and North Africa (MENA) countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 2838-2849, August.
    2. -, 2014. "A World that Counts: Mobilising the Data Revolution for Sustainable Development," Coediciones, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 40319 edited by United Nations, May.
    3. Alfaro, Jose & Miller, Shelie, 2014. "Satisfying the rural residential demand in Liberia with decentralized renewable energy schemes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 903-911.
    4. Ivan Nygaard & Touria Dafrallah, 2016. "Utility led rural electrification in Morocco: combining grid extension, mini-grids, and solar home systems," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 5(2), pages 155-168, March.
    5. Christopher D. Elvidge & Daniel Ziskin & Kimberly E. Baugh & Benjamin T. Tuttle & Tilottama Ghosh & Dee W. Pack & Edward H. Erwin & Mikhail Zhizhin, 2009. "A Fifteen Year Record of Global Natural Gas Flaring Derived from Satellite Data," Energies, MDPI, vol. 2(3), pages 1-28, August.
    6. Kemausuor, Francis & Obeng, George Yaw & Brew-Hammond, Abeeku & Duker, Alfred, 2011. "A review of trends, policies and plans for increasing energy access in Ghana," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 5143-5154.
    7. Alemayehu Midekisa & Felix Holl & David J Savory & Ricardo Andrade-Pacheco & Peter W Gething & Adam Bennett & Hugh J W Sturrock, 2017. "Mapping land cover change over continental Africa using Landsat and Google Earth Engine cloud computing," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-15, September.
    8. Håvard Rue & Sara Martino & Nicolas Chopin, 2009. "Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 71(2), pages 319-392, April.
    9. Jeremy Proville & Daniel Zavala-Araiza & Gernot Wagner, 2017. "Night-time lights: A global, long term look at links to socio-economic trends," PLOS ONE, Public Library of Science, vol. 12(3), pages 1-12, March.
    10. Franz Rothenbacher, 1998. "European Scientific Socio-Economic Reporting: State and Possibilities of Development," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 44(3), pages 291-328, July.
    11. Bhattacharyya, Subhes C., 2006. "Energy access problem of the poor in India: Is rural electrification a remedy?," Energy Policy, Elsevier, vol. 34(18), pages 3387-3397, December.
    12. Gonzalo Duenas Alvarez & Mary Tran & Raj Raina, 2011. "MDGs: Sub-Saharan Africa: Overcoming Data Gaps and Ranking Progress," Fordham Economics Discussion Paper Series dp2011-01, Fordham University, Department of Economics.
    13. Amir Attaran, 2005. "An Immeasurable Crisis? A Criticism of the Millennium Development Goals and Why They Cannot Be Measured," PLOS Medicine, Public Library of Science, vol. 2(10), pages 1-1, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Moner-Girona, M. & Bender, A. & Becker, W. & Bódis, K. & Szabó, S. & Kararach, A.G. & Anadon, L.D., 2021. "A multidimensional high-resolution assessment approach to boost decentralised energy investments in Sub-Saharan Africa," Renewable and Sustainable Energy Reviews, Elsevier, vol. 148(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Shapiro, Daniel & Oh, Chang Hoon & Zhang, Peng, 2023. "Nighttime lights data and their implications for IB research," Journal of International Management, Elsevier, vol. 29(5).
    2. Abdul-Salam, Yakubu & Phimister, Euan, 2016. "The politico-economics of electricity planning in developing countries: A case study of Ghana," Energy Policy, Elsevier, vol. 88(C), pages 299-309.
    3. Yunfeng Hu & Yunzhi Zhang, 2020. "Global Nighttime Light Change from 1992 to 2017: Brighter and More Uniform," Sustainability, MDPI, vol. 12(12), pages 1-17, June.
    4. Ian McCallum & Christopher Conrad Maximillian Kyba & Juan Carlos Laso Bayas & Elena Moltchanova & Matt Cooper & Jesus Crespo Cuaresma & Shonali Pachauri & Linda See & Olga Danylo & Inian Moorthy & Myr, 2022. "Estimating global economic well-being with unlit settlements," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    5. Joshua C. Hall, Serkan Karadas and Minh Tam T. Schlosky, 2018. "Is There Moral Hazard in the Heavily Indebted Poor Countries (HIPC) Initiative Debt Relief Process?," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 43(3), pages 1-24, September.
    6. Nikoline N. Knudsen & Jörg Schullehner & Birgitte Hansen & Lisbeth F. Jørgensen & Søren M. Kristiansen & Denitza D. Voutchkova & Thomas A. Gerds & Per K. Andersen & Kristine Bihrmann & Morten Grønbæk , 2017. "Lithium in Drinking Water and Incidence of Suicide: A Nationwide Individual-Level Cohort Study with 22 Years of Follow-Up," IJERPH, MDPI, vol. 14(6), pages 1-13, June.
    7. Tilottama Ghosh & Christopher D. Elvidge & Paul C. Sutton & Kimberly E. Baugh & Daniel Ziskin & Benjamin T. Tuttle, 2010. "Creating a Global Grid of Distributed Fossil Fuel CO 2 Emissions from Nighttime Satellite Imagery," Energies, MDPI, vol. 3(12), pages 1-19, December.
    8. Leonardo Padilla & Bernado Lagos‐Álvarez & Jorge Mateu & Emilio Porcu, 2020. "Space‐time autoregressive estimation and prediction with missing data based on Kalman filtering," Environmetrics, John Wiley & Sons, Ltd., vol. 31(7), November.
    9. Imam, M. & Jamasb, T. & Llorca, M. & Llorca, M., 2018. "Power Sector Reform and Corruption: Evidence from Electricity Industry in Sub-Saharan Africa," Cambridge Working Papers in Economics 1801, Faculty of Economics, University of Cambridge.
    10. Scott, Ryan P. & Scott, Tyler A., 2019. "Investing in collaboration for safety: Assessing grants to states for oil and gas distribution pipeline safety program enhancement," Energy Policy, Elsevier, vol. 124(C), pages 332-345.
    11. Thomas Akpan Harry & Ekemini John Peter & Nsidibe Akpan Udoduk, 2022. "Environmental Impact Assessment Of Oil Producing Communities In Part Of The Niger Delta. A Case Study Of Ibeno, Ikot Abasi, Onna And Esit-Eket Local Government Area In Akwa Ibom State, Nigeria," Environmental Contaminants Reviews (ECR), Zibeline International Publishing, vol. 5(2), pages 49-56, April.
    12. Boslett, Andrew & Hill, Elaine & Ma, Lala & Zhang, Lujia, 2021. "Rural light pollution from shale gas development and associated sleep and subjective well-being," Resource and Energy Economics, Elsevier, vol. 64(C).
    13. Yaxi Gong & Xiang Ji & Yuan Zhang & Shanshan Cheng, 2023. "Spatial Vitality Evaluation and Coupling Regulation Mechanism of a Complex Ecosystem in Lixiahe Plain Based on Multi-Source Data," Sustainability, MDPI, vol. 15(3), pages 1-32, January.
    14. Cho, Daegon & Hwang, Youngdeok & Park, Jongwon, 2018. "More buzz, more vibes: Impact of social media on concert distribution," Journal of Economic Behavior & Organization, Elsevier, vol. 156(C), pages 103-113.
    15. Alastair Greig & Mark Turner, 2024. "Policy and hope: The millennium development goals," Global Policy, London School of Economics and Political Science, vol. 15(1), pages 66-77, February.
    16. Pulkit Sharma & Achut Manandhar & Patrick Thomson & Jacob Katuva & Robert Hope & David A. Clifton, 2019. "Combining Multi-Modal Statistics for Welfare Prediction Using Deep Learning," Sustainability, MDPI, vol. 11(22), pages 1-15, November.
    17. Brown, Paul T. & Joshi, Chaitanya & Joe, Stephen & Rue, Håvard, 2021. "A novel method of marginalisation using low discrepancy sequences for integrated nested Laplace approximations," Computational Statistics & Data Analysis, Elsevier, vol. 157(C).
    18. Ana Andries & Stephen Morse & Richard J. Murphy & Jim Lynch & Emma R. Woolliams, 2019. "Seeing Sustainability from Space: Using Earth Observation Data to Populate the UN Sustainable Development Goal Indicators," Sustainability, MDPI, vol. 11(18), pages 1-20, September.
    19. Andre Python & Andreas Bender & Marta Blangiardo & Janine B. Illian & Ying Lin & Baoli Liu & Tim C.D. Lucas & Siwei Tan & Yingying Wen & Davit Svanidze & Jianwei Yin, 2022. "A downscaling approach to compare COVID‐19 count data from databases aggregated at different spatial scales," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(1), pages 202-218, January.
    20. de Pedraza, Pablo & Vollbracht, Ian, 2020. "The Semicircular Flow of the Data Economy and the Data Sharing Laffer curve," GLO Discussion Paper Series 515, Global Labor Organization (GLO).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0214635. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.