Object-Based Ensemble Learning for Pan-European Riverscape Units Mapping Based on Copernicus VHR and EU-DEM Data Fusion

Object-Based Ensemble Learning for Pan-European Riverscape Units Mapping Based on Copernicus VHR and EU-DEM Data Fusion

Recent developments in the fields of geographical object-based image analysis (GEOBIA) and ensemble learning (EL) have led the way to the development of automated processing frameworks suitable to tackle large-scale problems. Mapping riverscape units has been recognized in fluvial remote sensing as...

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Bibliographic Details
Main Authors: Luca Demarchi, Wouter van de Bund, Alberto Pistocchi
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Remote Sensing
Subjects:
GEOBIA
machine learning
random forest
big-data
multi-sensor analysis
Copernicus
Online Access:https://www.mdpi.com/2072-4292/12/7/1222

Internet

https://www.mdpi.com/2072-4292/12/7/1222

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