Search Results - "Siachalou, Sofia"
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A Hidden Markov Models Approach for Crop Classification: Linking Crop Phenology to Time Series of Multi-Sensor Remote Sensing Data
Published in Remote sensing (Basel, Switzerland) (2015)“…Vegetation monitoring and mapping based on multi-temporal imagery has recently received much attention due to the plethora of medium-high spatial resolution…”
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Agricultural Land Cover Mapping through Two Deep Learning Models in the Framework of EU’s CAP Activities Using Sentinel-2 Multitemporal Imagery
Published in Remote sensing (Basel, Switzerland) (01-10-2023)“…The images of the Sentinel-2 constellation can help the verification process of farmers’ declarations, providing, among other things, accurate spatial explicit…”
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Evaluation of Multiple Classifier Systems for Mapping Different Hierarchical Levels of Forest Ecosystems in the Mediterranean Region Using Sentinel-2, Sentinel-1, and ICESat-2 Data
Published in Forests (01-11-2023)“…The conservation and management of forest areas require knowledge about their extent and attributes on multiple scales. The combination of multiple classifiers…”
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LULC Change Effects on Environmental Quality and Ecosystem Services Using EO Data in Two Rural River Basins in Thrace, Greece
Published in Land (Basel) (01-06-2023)“…Rural abandonment and associated rapid urbanization, agricultural intensification, and climate change have been key factors transforming terrestrial…”
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Analysis of Time-Series Spectral Index Data to Enhance Crop Identification Over a Mediterranean Rural Landscape
Published in IEEE geoscience and remote sensing letters (01-09-2017)“…Spectral index time series can provide valuable phenological information into the classification process for the precise crop mapping, in order to reduce…”
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