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Monitoraggio dei cambiamenti spazio-temporali della copertura del suolo
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ISBN10: 620816852X
ISBN13: 9786208168520
Publisher: Edizioni Sapienza
Published: Oct 9 2024
Pages: 100
Weight: 0.35
Height: 0.24 Width: 6.00 Depth: 9.00
Language: Italian
ISBN13: 9786208168520
Publisher: Edizioni Sapienza
Published: Oct 9 2024
Pages: 100
Weight: 0.35
Height: 0.24 Width: 6.00 Depth: 9.00
Language: Italian
Le dinamiche di uso e copertura del suolo (LULC) a Riyadh nell'arco di un decennio sono state analizzate in modo esaustivo utilizzando la piattaforma Google Earth Engine (GEE). Sfruttando la raccolta di immagini Landsat 8 e la raccolta di immagini notturne da maggio ad agosto per gli anni 2013 e 2023, siamo stati in grado di generare serie di dati significativi che catturano il paesaggio in evoluzione della regione. Il nostro approccio prevedeva un modello di classificazione Random Forest (RF) che ha mostrato costantemente punteggi di precisione lodevoli, superiori al 92% per entrambi gli anni. Una scoperta degna di nota dello studio è stata la pronunciata espansione urbana, in particolare intorno alla città di Riyadh. Nell'arco di soli dieci anni, l'urbanizzazione è aumentata notevolmente, influenzando l'ambiente ecologico più ampio della regione. È interessante notare che la parte nord-orientale di Riyadh è emersa come punto focale di questa crescita, segnalando una rapida crescita urbana di espansione e sviluppo urbano. Un confronto tra i due anni indica un aumento del 21,51% delle aree edificate, rivelando il ritmo di trasformazione dell'espansione urbana. Al contrario, i modelli di copertura vegetale hanno presentato un quadro più sfumato.
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