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)
Publications
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Murfitt, J. ., Duguay, C. ., Picard, G. ., & Gunn, G. . (2023). Forward modelling of synthetic aperture radar backscatter from lake ice over Canadian subarctic lakes. Remote Sensing of Environment, 286, 1-18. Retrieved from https://doi.org/10.1016/j.rse.2022.113424 (Original work published 2022)
Carrea, L. ., etaux, J.-F. C., Liu, X. ., Wu, Y. ., Berge-Nguyen, M. ., Calmettes, B. ., Duguay, C. ., Merchant, C. ., Selmes, N. ., Simis, S. ., Warren, M. ., esou, H. Y., Müller, D. ., Jiang, D. ., & Albergel, C. . (2023). Multivariate world-wide lake physical variable timeseries for climate studies. Scientific Data, 10, 1-28. Retrieved from https://doi.org/10.1038/s41597-022-01889-z (Original work published 2023)
Cai, Y. ., Duguay, C. R., & Ke, C.-Q. . (2022). A 41-year (1979\textendash2019) passive microwave derived lake ice phenology data record of the Northern Hemisphere. Earth System Science Data, 14, 3329-3347. Retrieved from https://doi.org/10.5194/essd-14-3329-2022 (Original work published 2022)
Mangilli, A. ., Thibaut, P. ., Duguay, C. R., & Murfitt, J. . (2022). A new approach for the estimation of lake ice thickness from conventional radar altimetry. IEEE Transactions on Geoscience and Remote Sensing. https://doi.org/10.1109/TGRS.2022.3186253 (Original work published 2022)
Zolfaghari, K. ., Pahlevan, N. ., Binding, C. ., Gurlin, D. ., Simis, S. ., u, R. V., Li, L. ., Crawford, C. ., VanderWoude, A. ., Errera, R. ., Zastepa, A. ., & Duguay, C. . (2022). Impact of spectral resolution on quantifying cyanobacteria in lakes and reservoirs: A machine-learning assessment. IEEE Transactions on Geoscience and Remote Sensing, 60, 1-20. https://doi.org/10.1109/TGRS.2021.3114635 (Original work published 2022)
Zolfaghari, K. ., Pahlevan, N. ., Simis, S. ., O\textquoterightShea, R. ., & Duguay, C. . (2022). Sensitivity of remotely sensed pigment concentration via mixture density networks (MDNs) to uncertainties from atmospheric correction. Journal of Great Lakes Research, 1-16. Retrieved from https://doi.org/10.1016/j.jglr.2022.12.010
Chegoonian, A. ., Zolfaghari, K. ., Leavitt, P. ., Baulch, H. ., & Duguay, C. . (2022). Improvement of field fluorometry estimates of chlorophyll-a concentration in a cyanobacteria-rich eutrophic lake. Limnology and Oceanography: Methods, 1-17. Retrieved from https://doi.org/10.1002/lom3.10480 (Original work published 2022)
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)
Murfitt, J. ., Duguay, C. ., Picard, G. ., & Gunn, G. . (2022). Investigating the effect of lake ice properties on multifrequency backscatter using the Snow Microwave Radiative Transfer (SMRT) model. IEEE Transactions on Geoscience and Remote Sensing, 60, 1-23. https://doi.org/10.1109/TGRS.2022.3197109 (Original work published 2022)