@conference {35468, title = {Extreme Gradient Boosting and Deep Learning Models for the Classification of Synthetic Space Debris Light Curves}, booktitle = {AMOS Advanced Maui Optical and Space Surveillance Technologies Conference}, year = {Accepted}, author = {Anne Adriano and K. Andrea Scott and Nasser Lashgarian Azad} } @conference {35467, title = {Fusing ice surface temperature with the AI4Arctic dataset for enhanced sea ice concentration estimation: A preliminary assessment}, booktitle = {IEEE Oceans 2024}, year = {Accepted}, author = {Lily de Lo{\"e} and Linlin Xu and K. Andrea Scott} } @article {31277, title = {Lake Surface Temperature Dataset in the North Slave Region Retrieved from Landsat Satellite Series - 1984 to 2021}, journal = {Earth System Science Data}, year = {Accepted}, author = {Attiah, Gifty and Kheyrollah Pour, Homa and Scott, K Andrea} } @conference {35057, title = {Region-level labels in ice charts can produce pixel-level segmentation for sea ice types}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {Accepted}, month = {May 2024}, address = {Twelfth International Conference on Learning Representations (ICLR)}, author = {Muhammed Patel and Linlin Xu and Xinwei Chen and Andrea Scott and Yuhao Chen} } @conference {35062, title = {Satellite Collision Avoidance Maneuver Planning in Low Earth Orbit using Proximal Policy Optimization}, booktitle = {IEEE World Congress on Computational Intelligence}, year = {Accepted}, publisher = {IEEE}, organization = {IEEE}, address = {IEEE WCCI 2024, Yokohama, Japan}, author = {Sajjad Kazemi and Nasser L Azad and K Andrea Scott and Haroon B. Oqab and George B. Dietrich} } @article {35061, title = {MMSeaIce: Multi-task mapping of sea ice parameters from AI4Arctic sea ice challenge dataset}, journal = {The Cryosphere}, year = {2024}, url = {https://egusphere.copernicus.org/preprints/2023/egusphere-2023-1297/}, author = {Xinwei Chen and Muhammed Patel and Fernando Pena Cantu and Jinman Park and Javier Noa Turnes and Linlin Xu and K Andrea Scott and David A Clausi} } @article {35060, title = {Arctic marginal ice zone interannual variability and change point detection using two definitions}, journal = {Environmental Research Letters}, volume = {18}, year = {2023}, pages = {124002}, url = {https://iopscience.iop.org/article/10.1088/1748-9326/ad0609}, author = {Armina Soleymani and K Andrea Scott} } @article {31259, title = {Gravity currents in the cabbeling regime}, journal = {Physical Review Fluids}, volume = {8}, year = {2023}, pages = {014502}, url = {https://journals.aps.org/prfluids/abstract/10.1103/PhysRevFluids.8.014502?ft=1}, author = {Grace, A.P and Stastna, M. and Lamb, K.G. and Scott, K.A.} } @article {31650, title = {Passive microwave sea ice edge displacement error over the eastern Canadian Arctic 2013-2021}, journal = {Canadian Journal of Remote Sensing}, year = {2023}, author = {Soleymani, Armina and Scott, K. Andrea} } @article {31279, title = {Predicting Sea Ice Concentration with Calibrated Uncertainty Quantification using Passive Microwave and Reanalysis Data: A Case Study in Baffin Bay}, journal = {IEEE Transcations on Geoscience and Remote Sensing}, year = {2023}, author = {Valencia, Ray and Chen, Xinewi and Scott, K. Andrea} } @article {35058, title = {Resolution enhanced sea ice concentration: A new algorithm applied to AMSR2 microwave radiometry data}, journal = {Annals of Glaciology}, year = {2023}, url = {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}, author = {Jozef Rusin and Thomas Lavergne and Anthony Paul Doulgeris and K.A. Scott} } @conference {32088, title = {Sea ice classification with dual-polarized SAR imagery: a hierarchical pipeline}, booktitle = {First Workshop on Maritime Computer Vision (MaCVi)}, year = {2023}, publisher = {The Computer Vision Foundation}, organization = {The Computer Vision Foundation}, author = {Chen, Xinwei and Scott, K Andrea and Mingzhe Jiang and Yuan Fang and Linlin Xu and David A Clausi} } @article {35059, title = {Weakly supervised learning for sea ice concentration extraction using AI4Arctic sea ice challenge dataset}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {21}, year = {2023}, url = {https://ieeexplore.ieee.org/document/10335753}, author = {Xinwei Chen and Muhammed Patel and Linlin Xu and Yuhao Chen and K Andrea Scott and David A Clausi} } @article {30133, title = {Accounting for label errors when training a convolutional neural network to estimate sea ice concentration using operational ice charts}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, year = {2022}, url = {https://ieeexplore.ieee.org/document/9674865}, author = {Tamber, M. and Scott, K.A. and Pedersen, L.T.} } @article {30130, title = {Efficient Shallow Network for River Ice Segmentation}, journal = {Remote Sensing}, year = {2022}, url = {https://www.mdpi.com/2072-4292/14/10/2378}, author = {Sola, D and Scott, K.A.} } @article {30135, title = {Incorporating aleatoric uncertainties of lake ice mapping in SARimagery using CNNs}, journal = {Remote Sensing}, year = {2022}, url = {https://www.mdpi.com/2072-4292/14/3/644}, author = {Saberi, N. and Scott, K.A. and Duguay, C.} } @article {30134, title = {Numerical simulations of the three-dimensionalization of a shear flow in radiatively forced cold water below the density maximum}, journal = {Physical Review Fluids}, year = {2022}, url = {https://journals.aps.org/prfluids/accepted/1807eS60X0a11a02314214a6e1b4b7f1ad2cdd686}, author = {Grace, A. and Stastna, M. and Lamb, K.G. and Scott, K.A.} } @article {31227, title = {Probabilistic Spatio-temporal Seasonal Sea Ice Presence Forecastingusing Sequence-to-Sequence Learning and ERA5 data in the Hudson Bay region}, journal = {The Cryosphere}, year = {2022}, author = {Asadi, N and Lamontagne, P. and King, M. and Richard, M. and Scott, K.A.} } @article {31066, title = {Uncertainty-Incorporated Ice and Open WaterDetection on Dual-Polarized SAR Sea Ice Imagery}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, year = {2022}, author = {Xinwei Chen and K Andrea Scott and Linlin Xu and Mingzhe Jiang and David A. Clausi} } @article {26384, title = {Asymmetries in gravity currents attributed to the non-linear equation of state}, journal = {Journal of Fluid Mechanics}, year = {2021}, author = {Andrew Grace and Marek Stastna and Kevin G Lamb and K Andrea Scott} } @article {26385, title = {Beluga whale detection in the Cumberland Sound Bay using convolutional neural networks}, journal = {Canadian Journal of Remote Sensing}, year = {2021}, url = {https://www.tandfonline.com/doi/abs/10.1080/07038992.2021.1901221?journalCode=ujrs20}, author = {Peter Lee and Keerthijan Radhakrishnan and David A Clausi and K Andrea Scott and Linlin Xu} } @article {25089, title = {Kinetic energy cascade in stably stratified open-channel flows}, journal = {Journal of Fluid Mechanics}, year = {2021}, author = {A. Atoufi and K.A. Scott and M. Waite} } @article {26464, title = {Sea Ice Concentration Estimation: Using PassiveMicrowave and SAR Data with a U-net and Curriculum Learning}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {14}, year = {2021}, pages = {5339 - 5351}, url = {https://ieeexplore.ieee.org/document/9416884}, author = {K Radhakrishnan and KA Scott and DA Clausi} } @article {28330, title = {UF: Effective Sea Ice Floe Segmentation Using End-to-End RES-UNET-CRF}, journal = {Remote Sensing}, year = {2021}, url = {https://www.mdpi.com/2072-4292/13/13/2460}, author = {AS Nagi and D Kumar and D Sola and KA Scott} } @article {23521, title = {Characteristics of near-wall turbulence subjected to strongly-stable stratification}, journal = {Physical Review Fluids}, year = {2020}, pages = {25}, author = {A Atoufi and M Waite and KA Scott} } @article {18147, title = {Evaluation of a neural network for detection of ice and water in SAR imagery and the role of uncertainty information}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, year = {2020}, url = {https://ieeexplore.ieee.org/document/9112220}, author = {Nazanin Asadi and K Andrea Scott and Alexander S. Komarov and Mark Buehner and David A Clausi} } @article {24108, title = {Extended categorical triple collocation for evaluating sea ice/open water datasets}, journal = {IEEE Geoscience and Remote Sensing Letters}, year = {2020}, abstract = {A method to extend categorical triple collocation (CTC) to five datasets, three of which must have conditionally independent errors, is presented. The method is shown to enable comparison of three passive microwave sea ice concentration datasets, and can easily be extended to for use with more datasets. The method is evaluated in the Gulf of Saint Lawrence, on the east coast of Canada, during the freeze-up period. It is found the ice concentration dataset from the European space agency sea ice climate change initiative (ESA-SICCI) and the NASA Team 2 (NT2) algorithms have higher balanced accuracy than that from the Artist sea ice (ASI) algorithm.}, author = {K. Andrea Scott} } @article {23522, title = {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}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, year = {2020}, pages = {14}, url = {https://ieeexplore.ieee.org/document/9138727}, author = {N Saberi and R Kelly and J Pan and M Durand and J Goh and KA Scott} } @article {18116, title = {Wall turbulence response to surface cooling and formation of strongly stable stratified boundary layer}, journal = {Physics of Fluids}, year = {2020}, pages = {26 pages}, url = {https://aip.scitation.org/doi/10.1063/1.5109797}, author = {A Atoufi and KA Scott and M Waite} } @article {18115, title = {Assessment of categorical triple collocation for sea ice/open water observations: Application to the Gulf of Saint Lawrence.}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {57}, year = {2019}, pages = {9659-9673}, url = {doi.org/10.1109/TGRS.2019.2928452}, author = {KA Scott} } @article {18121, title = {Data fusion and data assimilation of ice thickness observations using a regularisation framework}, journal = {Tellus A}, year = {2019}, url = {doi.org/10.1080/16000870.2018.1564487}, author = {Nazanin Asadi and K Andrea Scott and David A Clausi} } @article {18120, title = {Detection of marginal ice zone in Synthetic Aperture Radar imagery using curvelet-based features: A case study on the Canadian East Coast}, journal = {Journal of Applied Remote Sensing}, volume = {13}, year = {2019}, url = {doi:10.1117/1.JRS.13.014505}, author = {Jiange Liu and K Andrea Scott and Paul Fieguth} } @article {18118, title = {Estimating Sea Ice Concentration: Training Convolutional Neural Networks with passive microwave data}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {57}, year = {2019}, pages = {4735-4747}, url = {doi.org/10.1109/TGRS.2019.2892723}, author = {Colin Cooke and K Andrea Scott} } @article {18119, title = {Impact of intermediate ice concentration training data on sea ice concentration estimates from convolutional neural networks}, journal = {International Journal of Remote Sensing}, volume = {40}, year = {2019}, url = {doi:10.1080/01431161.2019.1582113}, author = {Yan Xu and K Andrea Scott} } @article {18117, title = {Passive microwave melt onset retrieval with a variable threshold: Assessment in the Canadian Arctic Archipelago}, journal = {Remote Sensing}, year = {2019}, url = {doi.org/10.3390/rs11111304}, author = {Stephen Marshall and K Andrea Scott and Randall Scharien} } @article {18123, title = {Assimilation of Argo temperature and salinity profile using a bias-aware EnOI scheme for the Labrador Sea}, journal = {Journal of Atmospheric and Oceanic Technology}, volume = {35}, year = {2018}, pages = {1819-1834}, author = {K Andrea Scott and Changheng Chen and Paul G Myers} } @article {18124, title = {The impact of assuming a diagonal obervation error covariance matrix on sea ice analyses: Experiments using a 1D toy model}, journal = {Tellus A}, volume = {70}, year = {2018}, author = {Graham Stonebridge and K Andrea Scott and Mark Buehner} } @article {18126, title = {Collecting Empirically Derived SAR Characteristic Values over One Year of Sea Ice Environments for Use in Data Assimilation}, journal = {Monthly Weather Review}, volume = {145}, year = {2017}, pages = {323-334}, url = {https://doi.org/10.1175/MWR-D-16-0110.1}, author = {Lynn Pogson and Torsten Geldsetzer and Mark Buehner and Tom Carrieres and Michael Ross and K Andrea Scott} } @article {18128, title = {A hierarchical selective ensemble randomized neural network hybridized with heuristic feature selection for estimation of sea-ice thickness}, journal = {Applied Intelligence}, volume = {46}, year = {2017}, pages = {16-33}, author = {Ahmad Mozaffari and K Andrea Scott and Nasser L Azad} } @article {18122, title = {Improvement of Lake Ice Thickness Retrieval From MODIS Satellite Data Using a Thermodynamic Model}, journal = {IEEE Transaction on Geoscience and Remote Sensing}, volume = {55}, year = {2017}, pages = {5956-5965}, author = {Homa Kheyrollah Pour and Claude R Duguay and K Andrea Scott and Kevin-K Kang} } @article {18127, title = {A modular ridge randomized neural network with differential evolutionary distributor applied to the estimation of sea ice thickness}, journal = {Soft Computing}, volume = {21}, year = {2017}, pages = {4635-4659}, author = {Ahmad Mozaffari and K Andrea Scott and Shojaeddin Chenouri and Nasser L Azad} } @article {18125, title = {Sea ice concentration estimation during freeze-up from SAR imagery using a convolutional neural network}, journal = {Remote Sensing}, volume = {9}, year = {2017}, author = {Lei Wang and K Andrea Scott and David A Clausi} } @article {18129, title = {Automatic detection of the ice edge in SAR imagery using curvelet transform and active contour}, journal = {Remote Sensing}, volume = {8}, year = {2016}, url = {https://doi.org/10.3390/rs8060480}, author = {Jiange Liu and K Andrea Scott and Ahmed Gawish and Paul Fieguth} } @article {18131, title = {Improved sea ice concentration estimation through fusing classified SAR imagery and AMSR-E data}, journal = {Canadian Journal of Remote Sensing}, volume = {42}, year = {2016}, pages = {41-52}, author = {Lei Wang and K Andrea Scott and David A Clausi} } @article {18130, title = {Sea ice concentration estimation during melt from dual-pol SAR scenes using deep convolutional neural networks: A case study}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {54}, year = {2016}, pages = {4524-4533}, url = {doi:10.1109/TGRS.2016.2543660}, author = {Lei Wang and K Andrea Scott and Linlin Xu and David A Clausi} } @article {18132, title = {Assimilation of ice and water observations from SAR imagery to improve estimates of sea ice concentration}, journal = {Tellus A}, volume = {67}, year = {2015}, url = {https://doi.org/10.3402/tellusa.v67.27218}, author = {K Andrea Scott and Zahra Ashouri and Mark Buehner and Lynn Pogson and Tom Carrieres} } @article {18135, title = {An assessment of sea-ice thickness along the Labrador coast from AMSR-E and MODIS data for operational data assimilation}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {52}, year = {2014}, pages = {2726-2737}, url = {10.1109/TGRS.2013.2265091}, author = {K Andrea Scott and Mark Buehner and Tom Carrieres} } @article {18133, title = {Enhanced Arctic Ice Concentration Estimation Merging MODIS Ice Surface Temperature and SSM/I Sea-Ice Concentration}, journal = {Atmosphere-Ocean}, volume = {52}, year = {2014}, pages = {115-124}, url = {https://doi.org/10.1080/07055900.2014.883491}, author = {Wenxia Tan and K Andrea Scott and Ellsworth LeDrew} } @article {18134, title = {Sea ice surface temperature estimation using MODIS and AMSR-E data within a guided variational model along the Labrador Coast}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {7}, year = {2014}, pages = {3685-3694} } @article {18136, title = {A preliminary evaluation of the impact of assimilating AVHRR data on sea ice concentration analyses}, journal = {Remote Sensing of Environment}, volume = {128}, year = {2013}, pages = {212-223}, url = {https://doi.org/10.1016/j.rse.2012.10.003}, author = {K Andrea Scott and Mark Buehner and Alain Caya and Tom Carrieres} } @article {18137, title = {Direct assimilation of AMSR-E brightness temperatures for estimating sea ice concentration}, journal = {Monthly Weather Review}, volume = {140}, year = {2012}, pages = {997-1013}, url = {https://doi.org/10.1175/MWR-D-11-00014.1}, author = {K Andrea Scott and Mark Buehner and Alain Caya and Tom Carrieres} } @article {18138, title = {Application of the NS-α Model to a Recirculating Flow}, journal = {Flow, Turbulence and Combustion}, volume = {84}, year = {2010}, pages = {167-192}, author = {K Andrea Scott and Fue-San Lien} } @article {18139, title = {A derivation of the NS-α model and preliminary application to plane channel flow}, journal = {Journal of Turbulence}, volume = {11}, year = {2010}, url = {https://doi.org/10.1080/14685248.2010.498424}, author = {K Andrea Scott and Fue-Sang Lien} } @article {18140, title = {Acoustic excitation by flow in T-junctions}, journal = {Journal of Pressure Vessel Technology}, volume = {129}, year = {2007}, pages = {14-20}, author = {Samir Ziada and K Andrea Scott and David Arthurs} }