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Mapping regional economic activity from night-time light satellite imagery

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Cited by:

  1. 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.
  2. 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.
  3. 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).
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. Papaioannou, Elias & Michalopoulos, Stelios, 2010. "Divide and Rule or the Rule of the Divided? Evidence from Africa," CEPR Discussion Papers 8088, C.E.P.R. Discussion Papers.
  10. 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.
  11. 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.
  12. 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.
  13. Maxim L. Pinkovskiy & Xavier X. Sala-i-Martin, 2014. "Lights, camera,...income! Estimating poverty using national accounts, survey means, and lights," Staff Reports 669, Federal Reserve Bank of New York.
  14. 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.
  15. Sullivan, Karen & Deng, Xiangzheng & Huang, Jikun & Rozelle, Scott & Farnsworth, Helen F. & Gibson, John, 2010. "Reaching Far into the Woods: Impact of Roads on Forest Structure in China," 2010 Annual Meeting, July 25-27, 2010, Denver, Colorado 271512, Agricultural and Applied Economics Association.
  16. 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.
  17. 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.
  18. 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.
  19. Tomislav Hengl & Budiman Minasny & Michael Gould, 2009. "A geostatistical analysis of geostatistics," Scientometrics, Springer;Akadémiai Kiadó, vol. 80(2), pages 491-514, August.
  20. 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).
  21. 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.
  22. 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.
  23. Kammerlander, Andreas & Schulze, Günther G., 2023. "Local economic growth and infant mortality," Journal of Health Economics, Elsevier, vol. 87(C).
  24. Shengnan Jiang & Guoen Wei & Zhenke Zhang & Yue Wang & Minghui Xu & Qing Wang & Priyanko Das & Binglin Liu, 2020. "Detecting the Dynamics of Urban Growth in Africa Using DMSP/OLS Nighttime Light Data," Land, MDPI, vol. 10(1), pages 1-19, December.
  25. Yi Zhou & Fei Zhao & Shixin Wang & Wenliang Liu & Litao Wang, 2018. "A Method for Monitoring Iron and Steel Factory Economic Activity Based on Satellites," Sustainability, MDPI, vol. 10(6), pages 1-21, June.
  26. Nguyen, Cuong & Noy, Ilan, 2018. "Measuring the impact of insurance on urban recovery with light: The 2011 New Zealand earthquake," Working Paper Series 6955, Victoria University of Wellington, School of Economics and Finance.
  27. Guhuai Han & Tao Zhou & Yuanheng Sun & Shoujie Zhu, 2022. "The relationship between night-time light and socioeconomic factors in China and India," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-22, January.
  28. Francis Rathinam & Sayak Khatua & Zeba Siddiqui & Manya Malik & Pallavi Duggal & Samantha Watson & Xavier Vollenweider, 2021. "Using big data for evaluating development outcomes: A systematic map," Campbell Systematic Reviews, John Wiley & Sons, vol. 17(3), September.
  29. Soma Sarkar, 2021. "Rapid assessment of cyclone damage using NPP-VIIRS DNB and ancillary data," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 106(1), pages 579-593, March.
  30. Lionel Roger, 2018. "Blinded by the light? Heterogeneity in the luminosity-growth nexus and the African growth miracle," Discussion Papers 2018-04, University of Nottingham, CREDIT.
  31. Jasiński, Tomasz, 2019. "Modeling electricity consumption using nighttime light images and artificial neural networks," Energy, Elsevier, vol. 179(C), pages 831-842.
  32. Qian Chen & Tingting Ye & Naizhuo Zhao & Mingjun Ding & Zutao Ouyang & Peng Jia & Wenze Yue & Xuchao Yang, 2021. "Mapping China’s regional economic activity by integrating points-of-interest and remote sensing data with random forest," Environment and Planning B, , vol. 48(7), pages 1876-1894, September.
  33. Almås, Ingvild & Johnsen, Åshild Auglænd & Kotsadam, Andreaa, 2014. "Poverty in China Seen from Outer Space," Memorandum 11/2014, Oslo University, Department of Economics.
  34. 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.
  35. Natalya Rybnikova & Boris Portnov, 2015. "Using light-at-night (LAN) satellite data for identifying clusters of economic activities in Europe," Letters in Spatial and Resource Sciences, Springer, vol. 8(3), pages 307-334, November.
  36. Jie Zhang, 2021. "More political representation, more economic development? Evidence from Turkey," Public Choice, Springer, vol. 187(3), pages 275-299, June.
  37. Armey, Laura E. & Hosman, Laura, 2016. "The centrality of electricity to ICT use in low-income countries," Telecommunications Policy, Elsevier, vol. 40(7), pages 617-627.
  38. Ackermann, Klaus & Awaworyi Churchill, Sefa & Smyth, Russell, 2021. "Mobile phone coverage and violent conflict," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 269-287.
  39. Felbermayr, Gabriel & Gröschl, Jasmin & Sanders, Mark & Schippers, Vincent & Steinwachs, Thomas, 2022. "The economic impact of weather anomalies," World Development, Elsevier, vol. 151(C).
  40. Marín Llanes, Lucas & Fernández Sierra, Manuel & Vélez Lesmes, María Alejandra & Martínez González, Eduard & Murillo Sandoval, Paulo, 2024. "Coca-Based Local Growth and Its Socio-Economic Impact in Colombia," Documentos CEDE 21186, Universidad de los Andes, Facultad de Economía, CEDE.
  41. Meng, Lina & Graus, Wina & Worrell, Ernst & Huang, Bo, 2014. "Estimating CO2 (carbon dioxide) emissions at urban scales by DMSP/OLS (Defense Meteorological Satellite Program's Operational Linescan System) nighttime light imagery: Methodological challenges and a ," Energy, Elsevier, vol. 71(C), pages 468-478.
  42. Mohammed Iddrisu Kambala, 2023. "Colonial Origins of Comparative Development in Ghana," Journal of Development Studies, Taylor & Francis Journals, vol. 59(2), pages 188-208, February.
  43. 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.
  44. Papaioannou, Elias & Michalopoulos, Stelios, 2014. "On the Ethnic Origins of African Development: Chiefs and Pre-colonial Political Centralization," CEPR Discussion Papers 10257, C.E.P.R. Discussion Papers.
  45. Prakash, Nishith & Rockmore, Marc & Uppal, Yogesh, 2019. "Do criminally accused politicians affect economic outcomes? Evidence from India," Journal of Development Economics, Elsevier, vol. 141(C).
  46. 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.
  47. Jung, Woojin, 2023. "Mapping community development aid: Spatial analysis in Myanmar," World Development, Elsevier, vol. 164(C).
  48. 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.
  49. 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).
  50. Fuchs, Andreas & Dreher, Axel & Hodler, Roland & Parks, Bradley C. & Raschky, Paul, 2015. "Aid on Demand: African Leaders and the Geography of China s Foreign Assistance," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112838, Verein für Socialpolitik / German Economic Association.
  51. 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.
  52. 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.
  53. 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.
  54. 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.
  55. 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.
  56. 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.
  57. Denis Cogneau & Yannick Dupraz, 2014. "Questionable Inference on the Power of Pre-Colonial Institutions in Africa," PSE Working Papers halshs-01018548, HAL.
  58. 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.
  59. 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.
  60. Stelios Michalopoulos & Elias Papaioannou, 2013. "Pre‐Colonial Ethnic Institutions and Contemporary African Development," Econometrica, Econometric Society, vol. 81(1), pages 113-152, January.
  61. Fuliang Deng & Luwei Cao & Fangzhou Li & Lanhui Li & Wang Man & Yijian Chen & Wenfeng Liu & Chaofeng Peng, 2023. "Mapping China’s Changing Gross Domestic Product Distribution Using Remotely Sensed and Point-of-Interest Data with Geographical Random Forest Model," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
  62. Addison,Douglas M. & Stewart,Benjamin P., 2015. "Nighttime lights revisited : the use of nighttime lights data as a proxy for economic variables," Policy Research Working Paper Series 7496, The World Bank.
  63. Nicola Pestalozzi & Peter Cauwels & Didier Sornette, 2013. "Dynamics and Spatial Distribution of Global Nighttime Lights," Papers 1303.2901, arXiv.org.
  64. Hunter L. Clark & Jeffrey B. Dawson & Maxim L. Pinkovskiy, 2020. "How Stable Is China’s Growth? Shedding Light on Sparse Data," Economic Policy Review, Federal Reserve Bank of New York, vol. 26(4), pages 1-38, October.
  65. Tilottama Ghosh & Sharolyn J. Anderson & Christopher D. Elvidge & Paul C. Sutton, 2013. "Using Nighttime Satellite Imagery as a Proxy Measure of Human Well-Being," Sustainability, MDPI, vol. 5(12), pages 1-32, November.
  66. Nutnaree Thongrueang & Narumasa Tsutsumida & Tomoki Nakaya, 2023. "The Impact of Changes in Anthropogenic Activity Caused by COVID-19 Lockdown on Reducing Nitrogen Dioxide Levels in Thailand Using Nighttime Light Intensity," Sustainability, MDPI, vol. 15(5), pages 1-12, February.
  67. Hodler, Roland & Raschky, Paul A., 2014. "Economic shocks and civil conflict at the regional level," Economics Letters, Elsevier, vol. 124(3), pages 530-533.
  68. Shreya Biswas & Upasak Das & Sandhya Garg, 2024. "Growing with greener pastures: Examining the role of graduate politicians on forest cover in India," IEG Working Papers 463, Institute of Economic Growth.
  69. Bergantino, Angela Stefania & Di Liddo, Giuseppe & Porcelli, Francesco, 2019. "Urban sprawl and local expenditures on local public transport, roads and traffic management: the case of Italian Municipalities," Working Papers 19_4, SIET Società Italiana di Economia dei Trasporti e della Logistica.
  70. Xiangzheng Deng & John Gibson & Siqi Jia, 2018. "Does Expressway Consume More Land of the Agricultural Production Base of Shandong Province?," Computational Economics, Springer;Society for Computational Economics, vol. 52(4), pages 1293-1316, December.
  71. Awaworyi Churchill, Sefa & Munyanyi, Musharavati Ephraim & Smyth, Russell & Trinh, Trong-Anh, 2021. "Early life shocks and entrepreneurship: Evidence from the Vietnam War," Journal of Business Research, Elsevier, vol. 124(C), pages 506-518.
  72. Lopez-Ruiz, Hector G. & Blazquez, Jorge & Vittorio, Michele, 2020. "Assessing residential solar rooftop potential in Saudi Arabia using nighttime satellite images: A study for the city of Riyadh," Energy Policy, Elsevier, vol. 140(C).
  73. Zhao, Naizhuo & Currit, Nate & Samson, Eric, 2011. "Net primary production and gross domestic product in China derived from satellite imagery," Ecological Economics, Elsevier, vol. 70(5), pages 921-928, March.
  74. Juan Jose Miranda & Oscar A. Ishizawa & Hongrui Zhang, 2020. "Understanding the Impact Dynamics of Windstorms on Short-Term Economic Activity from Night Lights in Central America," Economics of Disasters and Climate Change, Springer, vol. 4(3), pages 657-698, October.
  75. Shaikh Shamim Hasan & Xiangzheng Deng & Zhihui Li & Dongdong Chen, 2017. "Projections of Future Land Use in Bangladesh under the Background of Baseline, Ecological Protection and Economic Development," Sustainability, MDPI, vol. 9(4), pages 1-21, March.
  76. Guo, Yunxiang & Yu, Wenhao & Chen, Zhanlong & Zou, Renwei, 2020. "Impact of high-speed rail on urban economic development: An observation from the Beijing-Guangzhou line based on night-time light images," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
  77. Vera Shanshan Lin & Yuan Qin & Tianyu Ying & Shujie Shen & Guangming Lyu, 2022. "Night-time economy vitality index: Framework and evidence," Tourism Economics, , vol. 28(3), pages 665-691, May.
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  112. Qi Zhang & James Cust, 2016. "Nighttime Lights and Power Infrastructure Investment: Evidence from Angola," OxCarre Working Papers 185, Oxford Centre for the Analysis of Resource Rich Economies, University of Oxford.
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  114. Blankespoor,Brian & Ru,Yating & Wood-Sichra,Ulrike & Chambers,Thomas Timothy & You,Liangzhi & Kalvelagen,Erwin, 2022. "Estimating Local Agricultural GDP across the World," Policy Research Working Paper Series 10109, The World Bank.
  115. 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.
  116. 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.
  117. 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.
  118. 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.
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