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[ Author(Desc)] Title Type Year
M
Mozaffari, A. , K Scott, A. , & Azad, N. L. . (2017). A hierarchical selective ensemble randomized neural network hybridized with heuristic feature selection for estimation of sea-ice thickness. Applied Intelligence, 46(1), 16-33.
Mozaffari, A. , K Scott, A. , Chenouri, S. , & Azad, N. L. . (2017). A modular ridge randomized neural network with differential evolutionary distributor applied to the estimation of sea ice thickness. Soft Computing, 21(16), 4635-4659.
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Nagi, A. S. , Kumar, D. , Sola, D. , & Scott, K. A. . (2021). UF: Effective Sea Ice Floe Segmentation Using End-to-End RES-UNET-CRF. Remote Sensing. Retrieved from https://www.mdpi.com/2072-4292/13/13/2460
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Patel, M. , Xu, L. , Chen, X. , Scott, A. , & Chen, Y. . (Accepted). Region-level labels in ice charts can produce pixel-level segmentation for sea ice types. In International Conference on Learning Representations (ICLR). May 2024.
Pogson, L. , Geldsetzer, T. , Buehner, M. , Carrieres, T. , Ross, M. , & K Scott, A. . (2017). Collecting Empirically Derived SAR Characteristic Values over One Year of Sea Ice Environments for Use in Data Assimilation. Monthly Weather Review, 145(1), 323-334. Retrieved from https://doi.org/10.1175/MWR-D-16-0110.1
Pour, H. Kheyrollah, Duguay, C. R. , K Scott, A. , & Kang, K. - K. . (2017). Improvement of Lake Ice Thickness Retrieval From MODIS Satellite Data Using a Thermodynamic Model. IEEE Transaction on Geoscience and Remote Sensing, 55(10), 5956-5965. manuscript_kheyrollahpour_et_al.pdf
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Radhakrishnan, K. , Scott, K. A. , & Clausi, D. A. . (2021). Sea Ice Concentration Estimation: Using PassiveMicrowave and SAR Data with a U-net and Curriculum Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 5339 - 5351. Retrieved from https://ieeexplore.ieee.org/document/9416884
Rusin, J. , Lavergne, T. , Doulgeris, A. Paul, & Scott, K. A. . (2023). Resolution enhanced sea ice concentration: A new algorithm applied to AMSR2 microwave radiometry data. Annals of Glaciology. Retrieved from https://www.cambridge.org/core/journals/annals-of-glaciology/article/resolution-enhanced-sea-ice-concentration-a-new-algorithm-applied-to-amsr2-microwave-radiometry-data/3F83D752D15933B4BE23E442CA5B9CEE
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Saberi, N. , Scott, K. A. , & Duguay, C. . (2022). Incorporating aleatoric uncertainties of lake ice mapping in SARimagery using CNNs. Remote Sensing. Retrieved from https://www.mdpi.com/2072-4292/14/3/644
Saberi, N. , Kelly, R. , Pan, J. , Durand, M. , Goh, J. , & Scott, K. A. . (2020). The use of a Monte Carlo Markov Chain method for snow water equivalent retrievals: A case study based on airborne microwave observations and emission modeling experiments of tundra snow. IEEE Transactions on Geoscience and Remote Sensing, 14. Retrieved from https://ieeexplore.ieee.org/document/9138727
K. Scott, A. . (2020). Extended categorical triple collocation for evaluating sea ice/open water datasets. IEEE Geoscience and Remote Sensing Letters. tc_ice_water_dependent.pdf
Scott, K. A. . (2019). Assessment of categorical triple collocation for sea ice/open water observations: Application to the Gulf of Saint Lawrence. IEEE Transactions on Geoscience and Remote Sensing, 57(12), 9659-9673. Retrieved from doi.org/10.1109/TGRS.2019.2928452 tc_ice_water_final_submit.pdf
K Scott, A. , Chen, C. , & Myers, P. G. . (2018). Assimilation of Argo temperature and salinity profile using a bias-aware EnOI scheme for the Labrador Sea. Journal of Atmospheric and Oceanic Technology, 35(9), 1819-1834.
K Scott, A. , Ashouri, Z. , Buehner, M. , Pogson, L. , & Carrieres, T. . (2015). Assimilation of ice and water observations from SAR imagery to improve estimates of sea ice concentration. Tellus A, 67. Retrieved from https://doi.org/10.3402/tellusa.v67.27218
K Scott, A. , Buehner, M. , & Carrieres, T. . (2014). An assessment of sea-ice thickness along the Labrador coast from AMSR-E and MODIS data for operational data assimilation. IEEE Transactions on Geoscience and Remote Sensing, 52(5), 2726-2737. Retrieved from 10.1109/TGRS.2013.2265091
K Scott, A. , Buehner, M. , Caya, A. , & Carrieres, T. . (2013). A preliminary evaluation of the impact of assimilating AVHRR data on sea ice concentration analyses. Remote Sensing of Environment, 128, 212-223. Retrieved from https://doi.org/10.1016/j.rse.2012.10.003
K Scott, A. , Buehner, M. , Caya, A. , & Carrieres, T. . (2012). Direct assimilation of AMSR-E brightness temperatures for estimating sea ice concentration. Monthly Weather Review, 140(3), 997-1013. Retrieved from https://doi.org/10.1175/MWR-D-11-00014.1
K Scott, A. , & Lien, F. - S. . (2010). A derivation of the NS-α model and preliminary application to plane channel flow. Journal of Turbulence, 11. Retrieved from https://doi.org/10.1080/14685248.2010.498424
K Scott, A. , & San Lien, F. -. (2010). Application of the NS-α Model to a Recirculating Flow. Flow, Turbulence and Combustion, 84(2), 167-192.
Sola, D. , & Scott, K. A. . (2022). Efficient Shallow Network for River Ice Segmentation. Remote Sensing. Retrieved from https://www.mdpi.com/2072-4292/14/10/2378

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