Natura 2000 Grassland Habitats Mapping Based on Spectro-Temporal Dimension of Sentinel-2 Images with Machine Learning

Natura 2000 Grassland Habitats Mapping Based on Spectro-Temporal Dimension of Sentinel-2 Images with Machine Learning

Habitat mapping is essential for the management and monitoring of Natura 2000 sites. Time-consuming field surveys are still the most frequently used solution for the implementation of the European Habitats Directive, but the use of remote sensing tools for this is becoming more common. The high temp...

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Bibliographic Details
Main Authors: Adriana Marcinkowska-Ochtyra, Adrian Ochtyra, Edwin Raczko, Dominik Kopeć
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Remote Sensing
Subjects:
grassland habitat
mapping
time series
meadows
phenology
CNNs
Online Access:https://www.mdpi.com/2072-4292/15/5/1388

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