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. ., Wu, R. ., Ma, Y. ., Chen, Y. ., & 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)