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Satellite-Based Vehicle Flow Data to Assess Local Economic Activities

Author

Listed:
  • Eugenia Go

    (World Bank)

  • Kentaro Nakajima

    (Institute of Innovation Research, Hitotsubashi University)

  • Yasuyuki Sawada

    (Faculty of Economics, The University of Tokyo)

  • Kiyoshi Taniguchi

    (Asian Development Bank)

Abstract

Spatially and seasonally granular measures of local economic activities are increasingly required in a variety of economic analyses. We propose using novel vehicle density data obtained from daytime satellite images to quantify the local economic activity involving human and goods traffic flows. Validation exercises show that vehicle density is a good proxy for local economic levels. We then apply our data to evaluate the impact of a new international airport terminal opening in the Philippines on local economies. The results show that the opening of the new terminal has spatially and seasonally heterogeneous impacts that conventional data cannot ca

Suggested Citation

  • Eugenia Go & Kentaro Nakajima & Yasuyuki Sawada & Kiyoshi Taniguchi, 2023. "Satellite-Based Vehicle Flow Data to Assess Local Economic Activities," CIRJE F-Series CIRJE-F-1209, CIRJE, Faculty of Economics, University of Tokyo.
  • Handle: RePEc:tky:fseres:2022cf1209
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    File URL: http://www.cirje.e.u-tokyo.ac.jp/research/dp/2023/2023cf1209.pdf
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    1. David Atkin & M. Keith Chen & Anton Popov, 2022. "The Returns to Face-to-Face Interactions: Knowledge Spillovers in Silicon Valley," NBER Working Papers 30147, National Bureau of Economic Research, Inc.
    2. Benjamin Faber & Cecile Gaubert, 2019. "Tourism and Economic Development: Evidence from Mexico's Coastline," American Economic Review, American Economic Association, vol. 109(6), pages 2245-2293, June.
    3. Adam Storeygard, 2016. "Farther on down the Road: Transport Costs, Trade and Urban Growth in Sub-Saharan Africa," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(3), pages 1263-1295.
    4. Gibson, John & Olivia, Susan & Boe-Gibson, Geua & Li, Chao, 2021. "Which night lights data should we use in economics, and where?," Journal of Development Economics, Elsevier, vol. 149(C).
    5. Jiang, Yi & Laranjo, Jade & Thomas, Milan, 2022. "COVID-19 Lockdown Policy and Heterogeneous Responses of Urban Mobility: Evidence from the Philippines," ADB Economics Working Paper Series 659, Asian Development Bank.
    6. Couture, Victor & Dingel, Jonathan I. & Green, Allison & Handbury, Jessie & Williams, Kevin R., 2022. "JUE Insight: Measuring movement and social contact with smartphone data: a real-time application to COVID-19," Journal of Urban Economics, Elsevier, vol. 127(C).
    7. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    8. Huang, Luna Yue & Hsiang, Solomon & Gonzalez-Navarro, Marco, 2021. "Using Satellite Imagery and Deep Learning to Evaluate the Impact of Anti-Poverty Programs," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt1sp2w73b, Department of Agricultural & Resource Economics, UC Berkeley.
    9. Gabriel E. Kreindler & Yuhei Miyauchi, 2021. "Measuring Commuting and Economic Activity inside Cities with Cell Phone Records," NBER Working Papers 28516, National Bureau of Economic Research, Inc.
    10. Benjamin Marx & Thomas M. Stoker & Tavneet Suri, 2019. "There Is No Free House: Ethnic Patronage in a Kenyan Slum," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 36-70, October.
    11. Büchel, Konstantin & Ehrlich, Maximilian V. & Puga, Diego & Viladecans-Marsal, Elisabet, 2020. "Calling from the outside: The role of networks in residential mobility," Journal of Urban Economics, Elsevier, vol. 119(C).
    12. Mariaflavia Harari, 2020. "Cities in Bad Shape: Urban Geometry in India," American Economic Review, American Economic Association, vol. 110(8), pages 2377-2421, August.
    13. Yuhei Miyauchi & Kentaro Nakajima & Stephen J. Redding, 2021. "The Economics of Spatial Mobility: Theory and Evidence Using Smartphone Data," NBER Working Papers 28497, National Bureau of Economic Research, Inc.
    14. Sam Asher & Paul Novosad, 2020. "Rural Roads and Local Economic Development," American Economic Review, American Economic Association, vol. 110(3), pages 797-823, March.
    15. Hoyt Bleakley & Jeffrey Lin, 2012. "Portage and Path Dependence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(2), pages 587-644.
    16. Dave Donaldson, 2015. "The Gains from Market Integration," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 619-647, August.
    17. Lee, Yong Suk, 2018. "International isolation and regional inequality: Evidence from sanctions on North Korea," Journal of Urban Economics, Elsevier, vol. 103(C), pages 34-51.
    18. John Gibson & Geua Boe-Gibson, 2020. "Three Facts About Night Lights Data," Working Papers in Economics 20/03, University of Waikato.
    19. Maxim Pinkovskiy & Xavier Sala-i-Martin, 2016. "Lights, Camera … Income! Illuminating the National Accounts-Household Surveys Debate," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 579-631.
    20. Wyatt Brooks & Kevin Donovan, 2020. "Eliminating Uncertainty in Market Access: The Impact of New Bridges in Rural Nicaragua," Econometrica, Econometric Society, vol. 88(5), pages 1965-1997, September.
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