Publications

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Author Title Type [ Year(Desc)]
2023
Soleymani, A. , & K Scott, A. . (2023). Arctic marginal ice zone interannual variability and change point detection using two definitions. Environmental Research Letters, 18(12), 124002. Retrieved from https://iopscience.iop.org/article/10.1088/1748-9326/ad0609
Chen, X. , Patel, M. , Xu, L. , Chen, Y. , K Scott, A. , & Clausi, D. A. . (2023). Weakly supervised learning for sea ice concentration extraction using AI4Arctic sea ice challenge dataset. IEEE Geoscience and Remote Sensing Letters, 21. Retrieved from https://ieeexplore.ieee.org/document/10335753
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
Chen, X. , K Scott, A. , Jiang, M. , Fang, Y. , Xu, L. , & Clausi, D. A. . (2023). Sea ice classification with dual-polarized SAR imagery: a hierarchical pipeline. In First Workshop on Maritime Computer Vision (MaCVi). The Computer Vision Foundation. chen_sea_ice_classification_with_dual-polarized_sar_imagery_a_hierarchical_pipeline_wacvw_2023_paper.pdf
Soleymani, A. , & K. Scott, A. . (2023). Passive microwave sea ice edge displacement error over the eastern Canadian Arctic 2013-2021. Canadian Journal of Remote Sensing.
Valencia, R. , Chen, X. , & K. Scott, A. . (2023). Predicting Sea Ice Concentration with Calibrated Uncertainty Quantification using Passive Microwave and Reanalysis Data: A Case Study in Baffin Bay. IEEE Transcations on Geoscience and Remote Sensing. sic_uncertainty_tgrs_paper_revision.pdf
Grace, A. P. , Stastna, M. , Lamb, K. G. , & Scott, K. A. . (2023). Gravity currents in the cabbeling regime. Physical Review Fluids, 8, 014502. Retrieved from https://journals.aps.org/prfluids/abstract/10.1103/PhysRevFluids.8.014502?ft=1
2024
Chen, X. , Patel, M. , Cantu, F. Pena, Park, J. , Turnes, J. Noa, Xu, L. , K Scott, A. , et al. (2024). MMSeaIce: Multi-task mapping of sea ice parameters from AI4Arctic sea ice challenge dataset. The Cryosphere. Retrieved from https://egusphere.copernicus.org/preprints/2023/egusphere-2023-1297/
Accepted
Kazemi, S. , Azad, N. L. , K Scott, A. , Oqab, H. B. , & Dietrich, G. B. . (Accepted). Satellite Collision Avoidance Maneuver Planning in Low Earth Orbit using Proximal Policy Optimization. In IEEE World Congress on Computational Intelligence. IEEE.
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.
Attiah, G. , Pour, H. Kheyrollah, & K Scott, A. . (Accepted). Lake Surface Temperature Dataset in the North Slave Region Retrieved from Landsat Satellite Series - 1984 to 2021. Earth System Science Data.

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