A tempοral Deep Convolutional Neural Network model on Sentinel-1 Image Time Series for pixel-wise Flood Classification (dataset)
Description
This is a dataset which has been designed to be used for flood time series classification. Each time series is annotated as flood or no-flood and represents a pixel-wise time series derived from stack of Sentinel-1 IW GRD images that have been pre-processed according to https://doi.org/10.5281/zenodo.6510223.
Resources
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Description |
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http://data.europa.eu/88u/dataset/oai-zenodo-org-6539636 |
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http://data.europa.eu/88u/dataset/oai-zenodo-org-6539636 |
Tags
- deep-learning
- flood
- classification
- sentinel-1
- time-series