Adolph, Samuel (2021) Urban dynamics in the greater Phoenix area. Bachelorarbeit, Hochschule für angewandte Wissenschaften München.
PDF
2MB |
Kurzfassung
Growing urbanization has become a major concern in the combat of climate change. In order to tackle the problems occurring from unsustainable expansion of cities, it is necessary to first quantify the changes in built-up areas. This thesis presents a way of detecting newly built urban areas on the example of Phoenix, Arizona. The Phoenix Metropolitan Area has been the fastest growing region of the United States in the last years. Based on an expert knowledge decision tree, the implemented methodology in this thesis relies only on publicly available data and tools in order to allow anyone to use, recreate and built upon it. The Google Earth Engine platform was used to make two separate classifications of urban change using Sentinel-1 and Sentinel-2 data. The combination of these independent classifications proved to be a good lower bound for the detection of newly built urban areas.
elib-URL des Eintrags: | https://elib.dlr.de/148702/ | ||||||||
---|---|---|---|---|---|---|---|---|---|
Dokumentart: | Hochschulschrift (Bachelorarbeit) | ||||||||
Titel: | Urban dynamics in the greater Phoenix area | ||||||||
Autoren: |
| ||||||||
Datum: | 1 Juli 2021 | ||||||||
Referierte Publikation: | Nein | ||||||||
Open Access: | Ja | ||||||||
Seitenanzahl: | 28 | ||||||||
Status: | veröffentlicht | ||||||||
Stichwörter: | Data fusion, Classification, Urban, Google Earth Engine | ||||||||
Institution: | Hochschule für angewandte Wissenschaften München | ||||||||
Abteilung: | Geoinformation und Navigation | ||||||||
HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||
HGF - Programm: | Raumfahrt | ||||||||
HGF - Programmthema: | Erdbeobachtung | ||||||||
DLR - Schwerpunkt: | Raumfahrt | ||||||||
DLR - Forschungsgebiet: | R EO - Erdbeobachtung | ||||||||
DLR - Teilgebiet (Projekt, Vorhaben): | R - Optische Fernerkundung | ||||||||
Standort: | Oberpfaffenhofen | ||||||||
Institute & Einrichtungen: | Institut für Methodik der Fernerkundung > Photogrammetrie und Bildanalyse | ||||||||
Hinterlegt von: | Auer, Dr. Stefan | ||||||||
Hinterlegt am: | 08 Feb 2022 09:23 | ||||||||
Letzte Änderung: | 08 Feb 2022 09:23 |
Nur für Mitarbeiter des Archivs: Kontrollseite des Eintrags