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Überwachung räumlich-zeitlicher Veränderungen der Bodenbedeckung
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ISBN10: 620816849X
ISBN13: 9786208168490
Publisher: Verlag Unser Wissen
Published: Oct 9 2024
Pages: 108
Weight: 0.37
Height: 0.26 Width: 6.00 Depth: 9.00
Language: German
ISBN13: 9786208168490
Publisher: Verlag Unser Wissen
Published: Oct 9 2024
Pages: 108
Weight: 0.37
Height: 0.26 Width: 6.00 Depth: 9.00
Language: German
Die Dynamik von Landnutzung und Bodenbedeckung (LULC) in Riad über ein Jahrzehnt hinweg wurde mithilfe der Google Earth Engine (GEE) Plattform umfassend analysiert. Durch die Nutzung der Landsat-8-Bilder und der nächtlichen Lichtbilder von Mai bis August für die Jahre 2013 und 2023 konnten wir aufschlussreiche Datensätze erstellen, die die sich verändernde Landschaft der Region erfassen. Unser Ansatz umfasste ein Random-Forest-Klassifizierungsmodell (RF), das in beiden Jahren durchgängig lobenswerte Präzisionswerte von über 92 % aufwies. Eine bemerkenswerte Erkenntnis aus der Studie war die ausgeprägte städtische Expansion, insbesondere um Riad herum. Innerhalb von nur zehn Jahren hat die Verstädterung deutlich zugenommen, was sich auf die gesamte ökologische Umwelt der Region auswirkt. Interessanterweise erwies sich der nordöstliche Teil von Riad als Brennpunkt dieses Wachstums, was auf ein rasches städtisches Wachstum der Zersiedelung und Entwicklung hindeutet. Ein Vergleich zwischen den beiden Jahren zeigt eine Zunahme der bebauten Flächen um 21,51 %, was das Tempo der Zersiedelung verdeutlicht. Die Muster der Vegetationsbedeckung zeigen dagegen ein differenzierteres Bild.
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