Delineating the montane cloud forest of Taiwan

Delineating the montane cloud forest of Taiwan

For the first time, the montane cloud forest of Taiwan was mapped by means of remote sensing. This was done using a machine learning approach that incorporated different input data. The most important predictor was map of ground fog frequencies that has been created using using a newly developed app...

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Bibliographische Detailangaben
1. Verfasser: Schulz, Hans Martin
Beteiligte: Bendix, Jörg (Prof. Dr.) (BetreuerIn (Doktorarbeit))
Format: Dissertation
Sprache:Englisch
Veröffentlicht: Philipps-Universität Marburg 2017
Schlagworte:
Fernerkundung
vegetation mapping
Taiwan
Bergnebelwald
Vegetationskartierung
montane cloud forest
fog
Nebelwald
Nebel
remote sensing
Geowissenschaften
Earth sciences
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Beschreibung
Zusammenfassung:For the first time, the montane cloud forest of Taiwan was mapped by means of remote sensing. This was done using a machine learning approach that incorporated different input data. The most important predictor was map of ground fog frequencies that has been created using using a newly developed approach for ground fog detection from MODIS satellite data. The machine learning model was trained using point data from the National Vegetation Database of Taiwan.
Umfang:167 Seiten
DOI:10.17192/z2017.0066

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