Annotated time-series of lake ice C-band synthetic aperture radar backscatter created using Sentinel-1, ERS-1/2, and RADARSAT-1 imagery of Old Crow Flats, Yukon, Canada ...

• Main Authors: Shaposhnikova, Maria, Duguay, Claude R, Roy-Léveillée, Pascale
• Format: Dataset
• Language: English
• Published: PANGAEA 2022
• Subjects: deep learning; floating ice; ice regime; lake ice; Old Crow Flats; synthetic aperture radar; temporal convolutional neural network; File content; Binary Object; Binary Object Media Type; Binary Object File Size; Canada; Yukon; Old Crow
• Online Access: https://dx.doi.org/10.1594/pangaea.947789; https://doi.pangaea.de/10.1594/PANGAEA.947789

The lake ice backscatter time-series dataset was created for the purpose of developing an automated temporal deep learning method of lake ice regime classification and study of lake ice dynamics in the Old Crow Flats (OCF), Yukon, Canada. The dataset consists of approximately 129,000 labeled backsca...