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Time-space modeling of irregular occupations around Brazilian highways, based on static grids: Case study of BR-408

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  • de Oliveira Barros, Erison Rosa
  • Oliveira de Andrade, Maurício
  • de Souza Júnior, Fernando Lourenço

Abstract

Obtaining information about the conditions of the right-of-ways on Brazilian highways represents a primary need in preventing irregular occupations on them. In order to minimize the risks associated with irregular occupation on the right-of-ways, resulting from anthropic processes related to land use and coverage, it is necessary to monitor the areas close to the highways. In this sense, mathematical models based on cellular automata can help to understand the impact of changes in land use and/or coverage and to predict future changes in the margins of highways. The study area comprises the BR-408 highway, located in the forest area of the state of Pernambuco, and aims to assess the urban growth of areas that are crossed by highways, generating an annual land cover scenario for the 10-year period. The modeling carried out in this research used land cover maps from the years 2000 and 2010, obtained through the Mapbiomas Project as input. Eight variables were used to explain the changes in land cover on the margins of Highway BR-408. For the calibration of the Model, the Artificial Neural Network and Logistic Regression method was used. The model was validated by the Kappa concordance test. The results show that the generated scenario presents an increase of 0.50% for the class “Irregular Occupation over the Right-of-Way”, in the period of 10 years. This increase has the contribution of cells that were in the initial stage as class Forest/Non-Forest Formation, Agriculture and non-vegetated area. The results of the modeling point to the growth of occupations in the peripheral areas of the cities cut by the highway under study, showing a spatial segregation.

Suggested Citation

  • de Oliveira Barros, Erison Rosa & Oliveira de Andrade, Maurício & de Souza Júnior, Fernando Lourenço, 2022. "Time-space modeling of irregular occupations around Brazilian highways, based on static grids: Case study of BR-408," Land Use Policy, Elsevier, vol. 114(C).
    • Handle: RePEc:eee:lauspo:v:114:y:2022:i:c:s0264837721006943
    DOI: 10.1016/j.landusepol.2021.105971
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    References listed on IDEAS

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    1. Paul Voss, 2007. "Demography as a Spatial Social Science," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 26(5), pages 457-476, December.
    2. Meghnad Desai, 1995. "Poverty, Famine And Economic Development," Books, Edward Elgar Publishing, number 134.
    3. Kaztman, Rubén, 2001. "Seducidos y abandonados: el aislamiento social de los pobres urbanos," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), December.
    4. Britaldo Silveira Soares-Filho & Daniel Curtis Nepstad & Lisa M. Curran & Gustavo Coutinho Cerqueira & Ricardo Alexandrino Garcia & Claudia Azevedo Ramos & Eliane Voll & Alice McDonald & Paul Lefebvre, 2006. "Modelling conservation in the Amazon basin," Nature, Nature, vol. 440(7083), pages 520-523, March.
    5. Verônica Ghisolfi & Glaydston Mattos Ribeiro & Gisele de Lorena Diniz Chaves & Rômulo Dante Orrico Filho & Ivone Catarina Simões Hoffmann & Leonardo Roberto Perim, 2019. "Evaluating Impacts of Overweight in Road Freight Transportation: A Case Study in Brazil with System Dynamics," Sustainability, MDPI, vol. 11(11), pages 1-35, June.
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    1. Folharini, Saulo de Oliveira & Melo, Silas Nogueira de & Ramos, Rafael Guimarães & Brown, J. Christopher, 2023. "Land use and green crime: Assessing the edge effect," Land Use Policy, Elsevier, vol. 129(C).

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