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Mapping regional economic activity from night-time light satellite imagery

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Cited by:

  1. Velilla, Raul & Bragança, Alexandre, 2020. "Coffee Price Shock and Local Economic Performance: Evidence from Colombia," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304432, Agricultural and Applied Economics Association.
  2. Li, Peiran & Zhang, Haoran & Wang, Xin & Song, Xuan & Shibasaki, Ryosuke, 2020. "A spatial finer electric load estimation method based on night-light satellite image," Energy, Elsevier, vol. 209(C).
  3. Nguyen, Cuong & Noy, Ilan, 2018. "Measuring the impact of insurance on urban recovery with light: The 2011 New Zealand earthquake," Working Paper Series 20316, Victoria University of Wellington, School of Economics and Finance.
  4. Punam Chuhan-Pole & Andrew L. Dabalen & Bryan Christopher Land, 2017. "Mining in Africa [L'exploitation minière en Afrique]," World Bank Publications - Books, The World Bank Group, number 26110, April.
  5. Deng, Xiangzheng & Huang, Jikun & Uchida, Emi & Rozelle, Scott & Gibson, John, 2011. "Pressure cookers or pressure valves: Do roads lead to deforestation in China?," Journal of Environmental Economics and Management, Elsevier, vol. 61(1), pages 79-94, January.
  6. 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.
  7. Norton, Daniel & Hynes, Stephen, 2018. "Estimating the Benefits of the Marine Strategy Framework Directive in Atlantic Member States: A Spatial Value Transfer Approach," Ecological Economics, Elsevier, vol. 151(C), pages 82-94.
  8. Chandan Jain & Shagun Kashyap & Rahul Lahoti & Soham Sahoo, 2022. "Is economic development affected by the leaders' education levels?: Evidence from India," WIDER Working Paper Series wp-2022-68, World Institute for Development Economic Research (UNU-WIDER).
  9. Blanca Arellano Ramos & Josep Roca, 2015. "Megalopolis: An assay for the identification of the world urban mega-structures," ERSA conference papers ersa15p736, European Regional Science Association.
  10. Arcangelo Dimico, 2017. "Size Matters: The Effect of the Size of Ethnic Groups on Development," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(3), pages 291-318, June.
  11. Kammerlander, Andreas & Schulze, Günther G., 2023. "Local economic growth and infant mortality," Journal of Health Economics, Elsevier, vol. 87(C).
  12. Maxim Pinkovskiy & Xavier Sala-i-Martin, 2014. "Lights, Camera,... Income!: Estimating Poverty Using National Accounts, Survey Means, and Lights," NBER Working Papers 19831, National Bureau of Economic Research, Inc.
  13. Das, Upasak & Rathore, Udayan & Sarkhel, Prasenjit, 2025. "Social homogeneity and spread of pandemic: Evidence from India," Economics & Human Biology, Elsevier, vol. 59(C).
  14. 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.
  15. Francesco Maria Chelli & Alessio Guandalini, 2015. "Satellite Imagery For Studying Development? The Italian Case Study," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 69(3), pages 143-154, July-Sept.
  16. Makkar, Karan, 2023. "Defector Politicians and Economic Growth: Evidence from India," European Journal of Political Economy, Elsevier, vol. 79(C).
  17. Mihnea Constantinescu & Kalle Kappner & Nikodem Szumilo, 2024. "The Warcast Index: Estimating Economic Activity without Official Data during the Ukraine War in 2022," Working Papers 03/2024, National Bank of Ukraine.
  18. World Bank, 2015. "Socioeconomic Impact of Mining on Local Communities in Africa," World Bank Publications - Reports 22489, The World Bank Group.
  19. Klaus Andresen & Ursula Müller & Hans-Jörg Schmerer, 2026. "Energy for Growth: Satellite Synthetic Control Evidence from Indonesia," CESifo Working Paper Series 12502, CESifo.
  20. Phoebe W. Ishak & Pierre-Guillaume Méon, 2023. "A Resource-Rich Neighbor Is a Misfortune: The Spatial Distribution of the Resource Curse in Brazil," Economic Development and Cultural Change, University of Chicago Press, vol. 71(4), pages 1213-1247.
  21. Nicolene Hamman & Andrew Phiri, 2022. "Using Nighttime Luminosity as a Proxy for Economic Growth in Africa: Is It a Bright Idea?," Managing Global Transitions, University of Primorska, Faculty of Management Koper, vol. 20(2 (Summer), pages 139-165.
  22. Patrick Lehnert & Michael Niederberger & Uschi Backes-Gellner & Eric Bettinger, 2020. "Proxying Economic Activity with Daytime Satellite Imagery: Filling Data Gaps Across Time and Space," Economics of Education Working Paper Series 0165, University of Zurich, Department of Business Administration (IBW), revised Sep 2022.
  23. Jiayi Liu & Yanbin Li & Yanhan Xu & Castiel Chen Zhuang & Yang Hu & Yue Yu, 2024. "Impacts of Built Environment on Urban Vitality in Cultural Districts: A Case Study of Haikou and Suzhou," Land, MDPI, vol. 13(6), pages 1-26, June.
  24. Aneli Bongers & Benedetto Molinari & Sebastien Rouillon & Jose L. Torres, 2024. "The foundations of the economics of the outer space: A premier overview," Space Economics Working Papers 01-2024, Institute for Space Economics, revised Aug 2024.
  25. Zhen Yang & Weijun Gao & Jiawei Li, 2022. "Can Economic Growth and Environmental Protection Achieve a “Win–Win” Situation? Empirical Evidence from China," IJERPH, MDPI, vol. 19(16), pages 1-21, August.
  26. Hodler, Roland & Raschky, Paul A., 2014. "Economic shocks and civil conflict at the regional level," Economics Letters, Elsevier, vol. 124(3), pages 530-533.
  27. Adel Daoud & Felipe Jordán & Makkunda Sharma & Fredrik Johansson & Devdatt Dubhashi & Sourabh Paul & Subhashis Banerjee, 2023. "Using Satellite Images and Deep Learning to Measure Health and Living Standards in India," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 167(1), pages 475-505, June.
  28. Huimin Xu & Hutao Yang & Xi Li & Huiran Jin & Deren Li, 2015. "Multi-Scale Measurement of Regional Inequality in Mainland China during 2005–2010 Using DMSP/OLS Night Light Imagery and Population Density Grid Data," Sustainability, MDPI, vol. 7(10), pages 1-31, September.
  29. Papaioannou, Elias & Michalopoulos, Stelios, 2010. "Divide and Rule or the Rule of the Divided? Evidence from Africa," CEPR Discussion Papers 8088, Centre for Economic Policy Research.
  30. Hoang Ha Nguyen Thi & Alfons Weichenrieder, 2023. "Tax Haven Welfare and the Crackdown on Secrecy: Evidence from Night Light Emissions," CESifo Working Paper Series 10721, CESifo.
  31. Denis Cogneau & Yannick Dupraz, 2014. "Questionable Inference on the Power of Pre-Colonial Institutions in Africa," PSE Working Papers halshs-01018548, HAL.
  32. Stelios Michalopoulos & Elias Papaioannou, 2013. "Pre‐Colonial Ethnic Institutions and Contemporary African Development," Econometrica, Econometric Society, vol. 81(1), pages 113-152, January.
  33. De Luca, Giacomo & Hodler, Roland & Raschky, Paul A. & Valsecchi, Michele, 2018. "Ethnic favoritism: An axiom of politics?," Journal of Development Economics, Elsevier, vol. 132(C), pages 115-129.
  34. Zhang, Ping & Shi, XunPeng & Sun, YongPing & Cui, Jingbo & Shao, Shuai, 2019. "Have China's provinces achieved their targets of energy intensity reduction? Reassessment based on nighttime lighting data," Energy Policy, Elsevier, vol. 128(C), pages 276-283.
  35. Marissa Liponhay & Alyssa Valerio & Glydel Fornan & Christian Alis & Christopher Monterola, 2023. "Dynamic Assessment of Urban Carrying Capacity Load Number Using the Enhanced UCCLN Model," Sustainability, MDPI, vol. 16(1), pages 1-19, December.
  36. Demet Yilmazkuday & Hakan Yilmazkuday, 2016. "Understanding gasoline price dispersion," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 57(1), pages 223-252, July.
  37. Stelios Michalopoulos & Elias Papaioannou, 2018. "Spatial Patterns of Development: A Meso Approach," Annual Review of Economics, Annual Reviews, vol. 10(1), pages 383-410, August.
  38. Corral, Leonardo R. & Schling, Maja, 2017. "The impact of shoreline stabilization on economic growth in small island developing states," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 210-228.
  39. Axel Dreher & Steffen Lohmann, 2015. "Aid and growth at the regional level," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 31(3-4), pages 420-446.
  40. Rangel González Erick & Llamosas-Rosas Irving, 2021. "Observing the Evolution of the Informal Sector from Space: A Municipal Approach 2013-2020," Working Papers 2021-18, Banco de México.
  41. Mingdou Zhang & Hang Xiao & Dongqi Sun & Yu Li, 2018. "Spatial Differences in and Influences upon the Sustainable Development Level of the Yangtze River Delta Urban Agglomeration in China," Sustainability, MDPI, vol. 10(2), pages 1-13, February.
  42. Dreher, Axel & Hodler, Roland & Fuchs, Andreas & Parks, Bradley C. & Raschky, Paul & Tierney, Michael, 2015. "Aid on Demand: African Leaders and the Geography of China's Foreign Assistance," CEPR Discussion Papers 10704, Centre for Economic Policy Research.
  43. Zhaoxin Dai & Yunfeng Hu & Guanhua Zhao, 2017. "The Suitability of Different Nighttime Light Data for GDP Estimation at Different Spatial Scales and Regional Levels," Sustainability, MDPI, vol. 9(2), pages 1-15, February.
  44. Maxim L. Pinkovskiy & Xavier X. Sala-i-Martin, 2016. "Newer need not be better: evaluating the Penn World Tables and the World Development Indicators using nighttime lights," Staff Reports 778, Federal Reserve Bank of New York.
  45. E. Ustaoglu & R. Bovkır & A. C. Aydınoglu, 2021. "Spatial distribution of GDP based on integrated NPS-VIIRS nighttime light and MODIS EVI data: a case study of Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(7), pages 10309-10343, July.
  46. Ramón Rey & Günther G. Schulze & Nikita Zakharov, 2024. "Transit Migration and Crime: Evidence from Colombia," Discussion Paper Series 44 JEL Classification: J1, Department of International Economic Policy, University of Freiburg, revised Jan 2024.
  47. Tomislav Hengl & Budiman Minasny & Michael Gould, 2009. "A geostatistical analysis of geostatistics," Scientometrics, Springer;Akadémiai Kiadó, vol. 80(2), pages 491-514, August.
  48. Ahn, Young-Hwan & Woo, Jung-Hun & Wagner, Fabian & Yoo, Seung Jick, 2019. "Downscaled energy demand projection at the local level using the Iterative Proportional Fitting procedure," Applied Energy, Elsevier, vol. 238(C), pages 384-400.
  49. Jaqueson K. Galimberti, 2020. "Forecasting GDP Growth from Outer Space," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(4), pages 697-722, August.
  50. Dingpan Chen & Yuzhe Wu & Zhou Lin & Zhiyi Xu, 2022. "County-Level City Shrinkage in China: Representation, Cause, and Response," Land, MDPI, vol. 11(10), pages 1-21, October.
  51. Ziyang Cao & Zhifeng Wu & Yaoqiu Kuang & Ningsheng Huang & Meng Wang, 2016. "Coupling an Intercalibration of Radiance-Calibrated Nighttime Light Images and Land Use/Cover Data for Modeling and Analyzing the Distribution of GDP in Guangdong, China," Sustainability, MDPI, vol. 8(2), pages 1-18, January.
  52. 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).
  53. Jung, Woojin & Ghadimi, Saeed & Ntarlagiannis, Dimitrios & Kim, Andrew H., 2025. "Using Artificial Intelligence/machine learning to evaluate the distribution of community development aid across Myanmar," Socio-Economic Planning Sciences, Elsevier, vol. 98(C).
  54. Yuanzheng Cui & Lei Jiang & Weishi Zhang & Haijun Bao & Bin Geng & Qingqing He & Long Zhang & David G. Streets, 2019. "Evaluation of China’s Environmental Pressures Based on Satellite NO 2 Observation and the Extended STIRPAT Model," IJERPH, MDPI, vol. 16(9), pages 1-16, April.
  55. Kiyoyasu Tanaka & Souknilanh Keola, 2017. "Shedding Light on the Shadow Economy: A Nighttime Light Approach," Journal of Development Studies, Taylor & Francis Journals, vol. 53(1), pages 32-48, January.
  56. Tingting Xu & Yunting Zong & Heng Su & Aohua Tian & Jay Gao & Yurui Wang & Ruiqi Su, 2023. "Prediction of Multi-Scale Socioeconomic Parameters from Long-Term Nighttime Lights Satellite Data Using Decision Tree Regression: A Case Study of Chongqing, China," Land, MDPI, vol. 12(1), pages 1-22, January.
  57. Ilari Määttä & Thomas Ferreira & Christian Leßmann, 2022. "Nighttime lights and wealth in very small areas: [Nachtlichter und Wohlstand in Kleinräumigen Daten:]," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 42(2), pages 161-190, August.
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