%0 Conference Paper
%B AMOS Advanced Maui Optical and Space Surveillance Technologies Conference
%D Accepted
%T Extreme Gradient Boosting and Deep Learning Models for the Classification of Synthetic Space Debris Light Curves
%A Anne Adriano
%A K. Andrea Scott
%A Nasser Lashgarian Azad
%B AMOS Advanced Maui Optical and Space Surveillance Technologies Conference
%G eng

%0 Conference Paper
%B IEEE Oceans 2024
%D Accepted
%T Fusing ice surface temperature with the AI4Arctic dataset for enhanced sea ice concentration estimation: A preliminary assessment
%A Lily de Loë
%A Linlin Xu
%A K. Andrea Scott
%B IEEE Oceans 2024
%G eng

%0 Journal Article
%J Earth System Science Data
%D Accepted
%T Lake Surface Temperature Dataset in the North Slave Region Retrieved from Landsat Satellite Series - 1984 to 2021
%A Attiah, Gifty
%A Kheyrollah Pour, Homa
%A Scott, K Andrea
%B Earth System Science Data
%G eng

%0 Conference Paper
%B International Conference on Learning Representations (ICLR)
%D Accepted
%T Region-level labels in ice charts can produce pixel-level segmentation for sea ice types
%A Muhammed Patel
%A Linlin Xu
%A Xinwei Chen
%A Andrea Scott
%A Yuhao Chen
%B International Conference on Learning Representations (ICLR)
%C Twelfth International Conference on Learning Representations (ICLR)
%8 May 2024
%G eng

%0 Conference Paper
%B IEEE World Congress on Computational Intelligence
%D Accepted
%T Satellite Collision Avoidance Maneuver Planning in Low Earth Orbit using Proximal Policy Optimization
%A Sajjad Kazemi
%A Nasser L Azad
%A K Andrea Scott
%A Haroon B. Oqab
%A George B. Dietrich
%B IEEE World Congress on Computational Intelligence
%I IEEE
%C IEEE WCCI 2024, Yokohama, Japan
%G eng

%0 Journal Article
%J The Cryosphere
%D 2024
%T MMSeaIce: Multi-task mapping of sea ice parameters from AI4Arctic sea ice challenge dataset
%A Xinwei Chen
%A Muhammed Patel
%A Fernando Pena Cantu
%A Jinman Park
%A Javier Noa Turnes
%A Linlin Xu
%A K Andrea Scott
%A David A Clausi
%B The Cryosphere
%G eng
%U https://egusphere.copernicus.org/preprints/2023/egusphere-2023-1297/

%0 Journal Article
%J Environmental Research Letters
%D 2023
%T Arctic marginal ice zone interannual variability and change point detection using two definitions
%A Armina Soleymani
%A K Andrea Scott
%B Environmental Research Letters
%V 18
%P 124002
%G eng
%U https://iopscience.iop.org/article/10.1088/1748-9326/ad0609
%N 12

%0 Journal Article
%J Physical Review Fluids
%D 2023
%T Gravity currents in the cabbeling regime
%A Grace, A.P
%A Stastna, M.
%A Lamb, K.G.
%A Scott, K.A.
%B Physical Review Fluids
%V 8
%P 014502
%G eng
%U https://journals.aps.org/prfluids/abstract/10.1103/PhysRevFluids.8.014502?ft=1

%0 Journal Article
%J Canadian Journal of Remote Sensing
%D 2023
%T Passive microwave sea ice edge displacement error over the eastern Canadian Arctic 2013-2021
%A Soleymani, Armina
%A Scott, K. Andrea
%B Canadian Journal of Remote Sensing
%G eng

%0 Journal Article
%J IEEE Transcations on Geoscience and Remote Sensing
%D 2023
%T Predicting Sea Ice Concentration with Calibrated Uncertainty Quantification using Passive Microwave and Reanalysis Data: A Case Study in Baffin Bay
%A Valencia, Ray
%A Chen, Xinewi
%A Scott, K. Andrea
%B IEEE Transcations on Geoscience and Remote Sensing
%G eng

%0 Journal Article
%J Annals of Glaciology
%D 2023
%T Resolution enhanced sea ice concentration: A new algorithm applied to AMSR2 microwave radiometry data
%A Jozef Rusin
%A Thomas Lavergne
%A Anthony Paul Doulgeris
%A K.A. Scott
%B Annals of Glaciology
%G eng
%U 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

%0 Conference Paper
%B First Workshop on Maritime Computer Vision (MaCVi)
%D 2023
%T Sea ice classification with dual-polarized SAR imagery: a hierarchical pipeline
%A Chen, Xinwei
%A Scott, K Andrea
%A Mingzhe Jiang
%A Yuan Fang
%A Linlin Xu
%A David A Clausi
%B First Workshop on Maritime Computer Vision (MaCVi)
%I The Computer Vision Foundation
%G eng

%0 Journal Article
%J IEEE Geoscience and Remote Sensing Letters
%D 2023
%T Weakly supervised learning for sea ice concentration extraction using AI4Arctic sea ice challenge dataset
%A Xinwei Chen
%A Muhammed Patel
%A Linlin Xu
%A Yuhao Chen
%A K Andrea Scott
%A David A Clausi
%B IEEE Geoscience and Remote Sensing Letters
%V 21
%G eng
%U https://ieeexplore.ieee.org/document/10335753

%0 Journal Article
%J IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
%D 2022
%T Accounting for label errors when training a convolutional neural network to estimate sea ice concentration using operational ice charts
%A Tamber, M.
%A Scott, K.A.
%A Pedersen, L.T.
%B IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
%G eng
%U https://ieeexplore.ieee.org/document/9674865

%0 Journal Article
%J Remote Sensing
%D 2022
%T Efficient Shallow Network for River Ice Segmentation
%A Sola, D
%A Scott, K.A.
%B Remote Sensing
%G eng
%U https://www.mdpi.com/2072-4292/14/10/2378

%0 Journal Article
%J Remote Sensing
%D 2022
%T Incorporating aleatoric uncertainties of lake ice mapping in SARimagery using CNNs
%A Saberi, N.
%A Scott, K.A.
%A Duguay, C.
%B Remote Sensing
%G eng
%U https://www.mdpi.com/2072-4292/14/3/644

%0 Journal Article
%J Physical Review Fluids
%D 2022
%T Numerical simulations of the three-dimensionalization of a shear flow in radiatively forced cold water below the density maximum
%A Grace, A.
%A Stastna, M.
%A Lamb, K.G.
%A Scott, K.A.
%B Physical Review Fluids
%G eng
%U https://journals.aps.org/prfluids/accepted/1807eS60X0a11a02314214a6e1b4b7f1ad2cdd686

%0 Journal Article
%J The Cryosphere
%D 2022
%T Probabilistic Spatio-temporal Seasonal Sea Ice Presence Forecastingusing Sequence-to-Sequence Learning and ERA5 data in the Hudson Bay region
%A Asadi, N
%A Lamontagne, P.
%A King, M.
%A Richard, M.
%A Scott, K.A.
%B The Cryosphere
%G eng

%0 Journal Article
%J IEEE Transactions on Geoscience and Remote Sensing
%D 2022
%T Uncertainty-Incorporated Ice and Open WaterDetection on Dual-Polarized SAR Sea Ice Imagery
%A Xinwei Chen
%A K Andrea Scott
%A Linlin Xu
%A Mingzhe Jiang
%A David A. Clausi
%B IEEE Transactions on Geoscience and Remote Sensing
%G eng

%0 Journal Article
%J Journal of Fluid Mechanics
%D 2021
%T Asymmetries in gravity currents attributed to the non-linear equation of state
%A Andrew Grace
%A Marek Stastna
%A Kevin G Lamb
%A K Andrea Scott
%B Journal of Fluid Mechanics
%G eng

%0 Journal Article
%J Canadian Journal of Remote Sensing
%D 2021
%T Beluga whale detection in the Cumberland Sound Bay using convolutional neural networks
%A Peter Lee
%A Keerthijan Radhakrishnan
%A David A Clausi
%A K Andrea Scott
%A Linlin Xu
%B Canadian Journal of Remote Sensing
%G eng
%U https://www.tandfonline.com/doi/abs/10.1080/07038992.2021.1901221?journalCode=ujrs20

%0 Journal Article
%J Journal of Fluid Mechanics
%D 2021
%T Kinetic energy cascade in stably stratified open-channel flows
%A A. Atoufi
%A K.A. Scott
%A M. Waite
%B Journal of Fluid Mechanics
%G eng

%0 Journal Article
%J IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
%D 2021
%T Sea Ice Concentration Estimation: Using PassiveMicrowave and SAR Data with a U-net and Curriculum Learning
%A K Radhakrishnan
%A KA Scott
%A DA Clausi
%B IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
%V 14
%P 5339 - 5351
%G eng
%U https://ieeexplore.ieee.org/document/9416884

%0 Journal Article
%J Remote Sensing
%D 2021
%T UF: Effective Sea Ice Floe Segmentation Using End-to-End RES-UNET-CRF
%A AS Nagi
%A D Kumar
%A D Sola
%A KA Scott
%B Remote Sensing
%G eng
%U https://www.mdpi.com/2072-4292/13/13/2460

%0 Journal Article
%J Physical Review Fluids
%D 2020
%T Characteristics of near-wall turbulence subjected to strongly-stable stratification
%A A Atoufi
%A M Waite
%A KA Scott
%B Physical Review Fluids
%P 25
%G eng

%0 Journal Article
%J IEEE Transactions on Geoscience and Remote Sensing
%D 2020
%T Evaluation of a neural network for detection of ice and water in SAR imagery and the role of uncertainty information
%A Nazanin Asadi
%A K Andrea Scott
%A Alexander S. Komarov
%A Mark Buehner
%A David A Clausi
%B IEEE Transactions on Geoscience and Remote Sensing
%G eng
%U https://ieeexplore.ieee.org/document/9112220

%0 Journal Article
%J IEEE Geoscience and Remote Sensing Letters
%D 2020
%T Extended categorical triple collocation for evaluating sea ice/open water datasets
%A K. Andrea Scott
%X 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.
%B IEEE Geoscience and Remote Sensing Letters
%G eng

%0 Journal Article
%J IEEE Transactions on Geoscience and Remote Sensing
%D 2020
%T 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
%A N Saberi
%A R Kelly
%A J Pan
%A M Durand
%A J Goh
%A KA Scott
%B IEEE Transactions on Geoscience and Remote Sensing
%P 14
%G eng
%U https://ieeexplore.ieee.org/document/9138727

%0 Journal Article
%J Physics of Fluids
%D 2020
%T Wall turbulence response to surface cooling and formation of strongly stable stratified boundary layer
%A A Atoufi
%A KA Scott
%A M Waite
%B Physics of Fluids
%P 26 pages
%G eng
%U https://aip.scitation.org/doi/10.1063/1.5109797

%0 Journal Article
%J IEEE Transactions on Geoscience and Remote Sensing
%D 2019
%T Assessment of categorical triple collocation for sea ice/open water observations: Application to the Gulf of Saint Lawrence.
%A KA Scott
%B IEEE Transactions on Geoscience and Remote Sensing
%V 57
%P 9659-9673
%G eng
%U doi.org/10.1109/TGRS.2019.2928452
%N 12

%0 Journal Article
%J Tellus A
%D 2019
%T Data fusion and data assimilation of ice thickness observations using a regularisation framework
%A Nazanin Asadi
%A K Andrea Scott
%A David A Clausi
%B Tellus A
%G eng
%U doi.org/10.1080/16000870.2018.1564487

%0 Journal Article
%J Journal of Applied Remote Sensing
%D 2019
%T Detection of marginal ice zone in Synthetic Aperture Radar imagery using curvelet-based features: A case study on the Canadian East Coast
%A Jiange Liu
%A K Andrea Scott
%A Paul Fieguth
%B Journal of Applied Remote Sensing
%V 13
%G eng
%U doi:10.1117/1.JRS.13.014505
%N 1

%0 Journal Article
%J IEEE Transactions on Geoscience and Remote Sensing
%D 2019
%T Estimating Sea Ice Concentration: Training Convolutional Neural Networks with passive microwave data
%A Colin Cooke
%A K Andrea Scott
%B IEEE Transactions on Geoscience and Remote Sensing
%V 57
%P 4735-4747
%G eng
%U doi.org/10.1109/TGRS.2019.2892723
%N 7

%0 Journal Article
%J International Journal of Remote Sensing
%D 2019
%T Impact of intermediate ice concentration training data on sea ice concentration estimates from convolutional neural networks
%A Yan Xu
%A K Andrea Scott
%B International Journal of Remote Sensing
%V 40
%G eng
%U doi:10.1080/01431161.2019.1582113
%N 15

%0 Journal Article
%J Remote Sensing
%D 2019
%T Passive microwave melt onset retrieval with a variable threshold: Assessment in the Canadian Arctic Archipelago
%A Stephen Marshall
%A K Andrea Scott
%A Randall Scharien
%B Remote Sensing
%G eng
%U doi.org/10.3390/rs11111304

%0 Journal Article
%J Journal of Atmospheric and Oceanic Technology
%D 2018
%T Assimilation of Argo temperature and salinity profile using a bias-aware EnOI scheme for the Labrador Sea
%A K Andrea Scott
%A Changheng Chen
%A Paul G Myers
%B Journal of Atmospheric and Oceanic Technology
%V 35
%P 1819-1834
%G eng
%N 9

%0 Journal Article
%J Tellus A
%D 2018
%T The impact of assuming a diagonal obervation error covariance matrix on sea ice analyses: Experiments using a 1D toy model
%A Graham Stonebridge
%A K Andrea Scott
%A Mark Buehner
%B Tellus A
%V 70
%G eng
%N 1

%0 Journal Article
%J Monthly Weather Review
%D 2017
%T Collecting Empirically Derived SAR Characteristic Values over One Year of Sea Ice Environments for Use in Data Assimilation
%A Lynn Pogson
%A Torsten Geldsetzer
%A Mark Buehner
%A Tom Carrieres
%A Michael Ross
%A K Andrea Scott
%B Monthly Weather Review
%V 145
%P 323-334
%G eng
%U https://doi.org/10.1175/MWR-D-16-0110.1
%N 1

%0 Journal Article
%J Applied Intelligence
%D 2017
%T A hierarchical selective ensemble randomized neural network hybridized with heuristic feature selection for estimation of sea-ice thickness
%A Ahmad Mozaffari
%A K Andrea Scott
%A Nasser L Azad
%B Applied Intelligence
%V 46
%P 16-33
%G eng
%N 1

%0 Journal Article
%J IEEE Transaction on Geoscience and Remote Sensing
%D 2017
%T Improvement of Lake Ice Thickness Retrieval From MODIS Satellite Data Using a Thermodynamic Model
%A Homa Kheyrollah Pour
%A Claude R Duguay
%A K Andrea Scott
%A Kevin-K Kang
%B IEEE Transaction on Geoscience and Remote Sensing
%V 55
%P 5956-5965
%G eng
%N 10

%0 Journal Article
%J Soft Computing
%D 2017
%T A modular ridge randomized neural network with differential evolutionary distributor applied to the estimation of sea ice thickness
%A Ahmad Mozaffari
%A K Andrea Scott
%A Shojaeddin Chenouri
%A Nasser L Azad
%B Soft Computing
%V 21
%P 4635-4659
%G eng
%N 16

%0 Journal Article
%J Remote Sensing
%D 2017
%T Sea ice concentration estimation during freeze-up from SAR imagery using a convolutional neural network
%A Lei Wang
%A K Andrea Scott
%A David A Clausi
%B Remote Sensing
%V 9
%G eng
%N 5

%0 Journal Article
%J Remote Sensing
%D 2016
%T Automatic detection of the ice edge in SAR imagery using curvelet transform and active contour
%A Jiange Liu
%A K Andrea Scott
%A Ahmed Gawish
%A Paul Fieguth
%B Remote Sensing
%V 8
%G eng
%U https://doi.org/10.3390/rs8060480
%N 6

%0 Journal Article
%J Canadian Journal of Remote Sensing
%D 2016
%T Improved sea ice concentration estimation through fusing classified SAR imagery and AMSR-E data
%A Lei Wang
%A K Andrea Scott
%A David A Clausi
%B Canadian Journal of Remote Sensing
%V 42
%P 41-52
%G eng
%N 1

%0 Journal Article
%J IEEE Transactions on Geoscience and Remote Sensing
%D 2016
%T Sea ice concentration estimation during melt from dual-pol SAR scenes using deep convolutional neural networks: A case study
%A Lei Wang
%A K Andrea Scott
%A Linlin Xu
%A David A Clausi
%B IEEE Transactions on Geoscience and Remote Sensing
%V 54
%P 4524-4533
%G eng
%U doi:10.1109/TGRS.2016.2543660
%N 8

%0 Journal Article
%J Tellus A
%D 2015
%T Assimilation of ice and water observations from SAR imagery to improve estimates of sea ice concentration
%A K Andrea Scott
%A Zahra Ashouri
%A Mark Buehner
%A Lynn Pogson
%A Tom Carrieres
%B Tellus A
%V 67
%G eng
%U https://doi.org/10.3402/tellusa.v67.27218

%0 Journal Article
%J IEEE Transactions on Geoscience and Remote Sensing
%D 2014
%T An assessment of sea-ice thickness along the Labrador coast from AMSR-E and MODIS data for operational data assimilation
%A K Andrea Scott
%A Mark Buehner
%A Tom Carrieres
%B IEEE Transactions on Geoscience and Remote Sensing
%V 52
%P 2726-2737
%G eng
%U 10.1109/TGRS.2013.2265091
%N 5

%0 Journal Article
%J Atmosphere-Ocean
%D 2014
%T Enhanced Arctic Ice Concentration Estimation Merging MODIS Ice Surface Temperature and SSM/I Sea-Ice Concentration
%A Wenxia Tan
%A K Andrea Scott
%A Ellsworth LeDrew
%B Atmosphere-Ocean
%V 52
%P 115-124
%G eng
%U https://doi.org/10.1080/07055900.2014.883491
%N 2

%0 Journal Article
%J IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
%D 2014
%T Sea ice surface temperature estimation using MODIS and AMSR-E data within a guided variational model along the Labrador Coast
%B IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
%V 7
%P 3685-3694
%G eng
%N 9

%0 Journal Article
%J Remote Sensing of Environment
%D 2013
%T A preliminary evaluation of the impact of assimilating AVHRR data on sea ice concentration analyses
%A K Andrea Scott
%A Mark Buehner
%A Alain Caya
%A Tom Carrieres
%B Remote Sensing of Environment
%V 128
%P 212-223
%G eng
%U https://doi.org/10.1016/j.rse.2012.10.003

%0 Journal Article
%J Monthly Weather Review
%D 2012
%T Direct assimilation of AMSR-E brightness temperatures for estimating sea ice concentration
%A K Andrea Scott
%A Mark Buehner
%A Alain Caya
%A Tom Carrieres
%B Monthly Weather Review
%V 140
%P 997-1013
%G eng
%U https://doi.org/10.1175/MWR-D-11-00014.1
%N 3

%0 Journal Article
%J Flow, Turbulence and Combustion
%D 2010
%T Application of the NS-α Model to a Recirculating Flow
%A K Andrea Scott
%A Fue-San Lien
%B Flow, Turbulence and Combustion
%V 84
%P 167-192
%G eng
%N 2

%0 Journal Article
%J Journal of Turbulence
%D 2010
%T A derivation of the NS-α model and preliminary application to plane channel flow
%A K Andrea Scott
%A Fue-Sang Lien
%B Journal of Turbulence
%V 11
%G eng
%U https://doi.org/10.1080/14685248.2010.498424

%0 Journal Article
%J Journal of Pressure Vessel Technology
%D 2007
%T Acoustic excitation by flow in T-junctions
%A Samir Ziada
%A K Andrea Scott
%A David Arthurs
%B Journal of Pressure Vessel Technology
%V 129
%P 14-20
%G eng
%N 129