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The geography of warehouses in the São Paulo Metropolitan Region and contributing factors to this spatial distribution

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  • Guerin, Leonardo
  • Vieira, José Geraldo Vidal
  • de Oliveira, Renata Lúcia Magalhães
  • de Oliveira, Leise Kelli
  • de Miranda Vieira, Henrique Ewbank
  • Dablanc, Laetitia

Abstract

This paper aims to characterize the relocation of warehouses in the São Paulo Metropolitan Region (SPMR) considering the spatial structure of changes in warehouse locations. We also discuss the potential factors that could attract warehouses to their location, especially in peripheral regions. The study encompasses the period between 1992 and 2017 and analyzes the influence of geographical, economics, road infrastructure, municipality service tax rate, cargo theft, and real estate prices on logistics facility location. The results show no evidence of logistics sprawl in SPMR during the studied period, although a small sprawl appeared between 2010 and 2017, moving the barycenter to the Northwestern direction of the SPMR. The main factors that influence the decision to move the warehouses are the low cost of land, lower tax, and a well-served infrastructure with highway intersections. There is a positive spatial correlation between warehouse per capita and cargo theft.

Suggested Citation

  • Guerin, Leonardo & Vieira, José Geraldo Vidal & de Oliveira, Renata Lúcia Magalhães & de Oliveira, Leise Kelli & de Miranda Vieira, Henrique Ewbank & Dablanc, Laetitia, 2021. "The geography of warehouses in the São Paulo Metropolitan Region and contributing factors to this spatial distribution," Journal of Transport Geography, Elsevier, vol. 91(C).
    • Handle: RePEc:eee:jotrge:v:91:y:2021:i:c:s0966692321000296
    DOI: 10.1016/j.jtrangeo.2021.102976
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    as
    1. Sakai, Takanori & Kawamura, Kazuya & Hyodo, Tetsuro, 2015. "Locational dynamics of logistics facilities: Evidence from Tokyo," Journal of Transport Geography, Elsevier, vol. 46(C), pages 10-19.
    2. Marcos Takao Ozaki & Ciro Biderman, 2004. "A importância do regime de estimativa de iss para a arrecadação tributária dos municípios brasileiros," RAC - Revista de Administração Contemporânea (Journal of Contemporary Administration), ANPAD - Associação Nacional de Pós-Graduação e Pesquisa em Administração, vol. 8(4), pages 99-114.
    3. Lim, Hyunwoo & Yoo, Eun-Hye & Park, Minyoung, 2018. "Warehouse rental market segmentation using spatial profile regression," Journal of Transport Geography, Elsevier, vol. 73(C), pages 64-74.
    4. Meiling He & Jiaren Shen & Xiaohui Wu & Jianqiang Luo, 2018. "Logistics Space: A Literature Review from the Sustainability Perspective," Sustainability, MDPI, vol. 10(8), pages 1-24, August.
    5. Bowen, John T., 2008. "Moving places: the geography of warehousing in the US," Journal of Transport Geography, Elsevier, vol. 16(6), pages 379-387.
    6. Li, Guoqi & Sun, Wenjie & Yuan, Quan & Liu, Sijing, 2020. "Planning versus the market: Logistics establishments and logistics parks in Chongqing, China," Journal of Transport Geography, Elsevier, vol. 82(C).
    7. Kang, Sanggyun, 2020. "Relative logistics sprawl: Measuring changes in the relative distribution from warehouses to logistics businesses and the general population," Journal of Transport Geography, Elsevier, vol. 83(C).
    8. Sakai, Takanori & Kawamura, Kazuya & Hyodo, Tetsuro, 2017. "Spatial reorganization of urban logistics system and its impacts: Case of Tokyo," Journal of Transport Geography, Elsevier, vol. 60(C), pages 110-118.
    9. Vidal Vieira, José Geraldo & Fransoo, Jan C., 2015. "How logistics performance of freight operators is affected by urban freight distribution issues," Transport Policy, Elsevier, vol. 44(C), pages 37-47.
    10. Cidell, Julie, 2010. "Concentration and decentralization: The new geography of freight distribution in US metropolitan areas," Journal of Transport Geography, Elsevier, vol. 18(3), pages 363-371.
    11. Allen, J. & Browne, M. & Cherrett, T., 2012. "Investigating relationships between road freight transport, facility location, logistics management and urban form," Journal of Transport Geography, Elsevier, vol. 24(C), pages 45-57.
    12. Gingerich, Kevin & Maoh, Hanna, 2019. "The role of airport proximity on warehouse location and associated truck trips: Evidence from Toronto, Ontario," Journal of Transport Geography, Elsevier, vol. 74(C), pages 97-109.
    13. Aljohani, Khalid & Thompson, Russell G., 2016. "Impacts of logistics sprawl on the urban environment and logistics: Taxonomy and review of literature," Journal of Transport Geography, Elsevier, vol. 57(C), pages 255-263.
    14. Giuliano, Genevieve & Kang, Sanggyun, 2018. "Spatial dynamics of the logistics industry: Evidence from California," Journal of Transport Geography, Elsevier, vol. 66(C), pages 248-258.
    15. Adeline Heitz, 2017. "Logistics sprawl in monocentric and polycentric metropolitan areas: the cases of Paris, France, and the Randstad, the Netherlands," REGION, European Regional Science Association, vol. 4, pages 93-107.
    16. Cravioto, Jordi & Yamasue, Eiji & Okumura, Hideyuki & Ishihara, Keiichi N., 2013. "Road transport externalities in Mexico: Estimates and international comparisons," Transport Policy, Elsevier, vol. 30(C), pages 63-76.
    17. de Vasconcellos, Eduardo Alcantara, 2005. "Urban change, mobility and transport in São Paulo: three decades, three cities," Transport Policy, Elsevier, vol. 12(2), pages 91-104, March.
    18. Woudsma, Clarence & Jensen, John F. & Kanaroglou, Pavlos & Maoh, Hanna, 2008. "Logistics land use and the city: A spatial-temporal modeling approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(2), pages 277-297, March.
    19. Dablanc, Laetitia & Ross, Catherine, 2012. "Atlanta: a mega logistics center in the Piedmont Atlantic Megaregion (PAM)," Journal of Transport Geography, Elsevier, vol. 24(C), pages 432-442.
    20. Sakai, Takanori & Beziat, Adrien & Heitz, Adeline, 2020. "Location factors for logistics facilities: Location choice modeling considering activity categories," Journal of Transport Geography, Elsevier, vol. 85(C).
    21. Zhao, Pengjun, 2014. "Private motorised urban mobility in China’s large cities: the social causes of change and an agenda for future research," Journal of Transport Geography, Elsevier, vol. 40(C), pages 53-63.
    22. Aguiar, Larissa Limongi & Manzato, Gustavo Garcia & Rodrigues da Silva, Antônio Nélson, 2020. "Combining travel and population data through a bivariate spatial analysis to define Functional Urban Regions," Journal of Transport Geography, Elsevier, vol. 82(C).
    23. Leise Kelli de Oliveira & Carla de Oliveira Leite Nascimento & Paulo Renato de Sousa & Paulo Tarso Vilela de Resende & Francisco Gildemir Ferreira da Silva, 2019. "Transport Service Provider Perception of Barriers and Urban Freight Policies in Brazil," Sustainability, MDPI, vol. 11(24), pages 1-17, December.
    24. Yuan, Quan & Zhu, Jiren, 2019. "Logistics sprawl in Chinese metropolises: Evidence from Wuhan," Journal of Transport Geography, Elsevier, vol. 74(C), pages 242-252.
    25. Vieira, José Geraldo Vidal & Fransoo, Jan C. & Carvalho, Carla Deguirmendjian, 2015. "Freight distribution in megacities: Perspectives of shippers, logistics service providers and carriers," Journal of Transport Geography, Elsevier, vol. 46(C), pages 46-54.
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    3. Jażdżewska Iwona & Żerek Karolina, 2024. "A spatial analysis of one of the regional logistics clusters in central Poland using GIS," Environmental & Socio-economic Studies, Sciendo, vol. 12(2), pages 48-61.
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    5. Fried, Travis & Goodchild, Anne, 2023. "E-commerce and logistics sprawl: A spatial exploration of last-mile logistics platforms," Journal of Transport Geography, Elsevier, vol. 112(C).
    6. Trent, Nadia M. & Joubert, Johan W., 2022. "Logistics sprawl and the change in freight transport activity: A comparison of three measurement methodologies," Journal of Transport Geography, Elsevier, vol. 101(C).
    7. Barros Simões, William Douglas & Vidal Vieira, José Geraldo & Magalhães de Oliveira, Renata Lúcia, 2024. "On causal links of the municipal concentration of logistics warehouses," Transport Policy, Elsevier, vol. 149(C), pages 271-281.
    8. Beatriz Torres Silva & Mauro Sampaio, 2023. "Factors influencing cargo robbery in last-mile delivery of e-commerce: an empirical study in Brazil," Journal of Transportation Security, Springer, vol. 16(1), pages 1-30, December.

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