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Monitorização espácio-temporal das alterações da ocupação do solo
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ISBN10: 6208168538
ISBN13: 9786208168537
Publisher: Edicoes Nosso Conhecimento
Published: Oct 9 2024
Pages: 100
Weight: 0.35
Height: 0.24 Width: 6.00 Depth: 9.00
Language: Portuguese
ISBN13: 9786208168537
Publisher: Edicoes Nosso Conhecimento
Published: Oct 9 2024
Pages: 100
Weight: 0.35
Height: 0.24 Width: 6.00 Depth: 9.00
Language: Portuguese
A dinâmica do uso e cobertura do solo (LULC) em Riade ao longo de uma década foi analisada de forma abrangente usando a plataforma Google Earth Engine (GEE). Ao aproveitar a coleção de imagens Landsat 8 e a coleção de imagens de luz nocturna de maio a agosto para os anos de 2013 e 2023, conseguimos gerar conjuntos de dados perspicazes que capturam a paisagem em mudança da região. A nossa abordagem envolveu um modelo de classificação Random Forest (RF) que apresentou consistentemente resultados de precisão louváveis acima de 92% para ambos os anos. Uma descoberta notável do estudo foi a expansão urbana pronunciada, particularmente em torno da cidade de Riade. Num perÃodo de apenas dez anos, a urbanização aumentou visivelmente, afectando o ambiente ecológico mais amplo da região. Curiosamente, a parte nordeste de Riade surgiu como um ponto focal deste crescimento, assinalando um rápido crescimento urbano de expansão e desenvolvimento urbano. Uma comparação entre os dois anos indica um aumento de 21,51% nas áreas construÃdas, revelando o ritmo transformador da expansão urbana. Em contraste, os padrões de cobertura vegetal apresentaram uma imagem mais matizada.
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