Reference keyword: Deep learning

Shaposhnikova, M., Duguay, C., & ee, R.-L. eveill\. (2023). Bedfast and floating ice dynamics of thermokarst lakes using a temporal deep learning mapping approach: Case study of the Old Crow Flats, Yukon, Canada The Cryosphere, 17, 1697-1721. Retrieved from https://doi.org/10.5194/tc-17-1697-2023 (Original work published 2023)

Saberi, N., Scott, K. A., & Duguay, C. (2022). Incorporating aleatoric uncertainties in lake ice mapping in SAR imagery using CNNs Remote Sensing, 14. Retrieved from https://doi.org/10.3390/rs14030644 (Original work published 2022)

Ma, Z., Liu, Z., Pu, J., Xu, L., Li, K., Wangqu, L., … Duguay, C. (2021). Deep convolutional neural network with random field model for lake ice mapping from Sentinel-1 imagery https://doi.org/10.1080/01431161.2021.1995074 (Original work published 2021)