K. Andrea Scott

University of Waterloo

Canada

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Articles (16)

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2025

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2025

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2025

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2024

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2024

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2023

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2022

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2022

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2021

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2021

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2021

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2021

Collaborators (7)

Yuhao Chen

research assistant professor

University of Waterloo

CANADA

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David Clausi

University Research Chair

University of Waterloo

CANADA

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Marek Stastna

Professor

University of Waterloo

CANADA

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Richard Kelly

University of Waterloo

CANADA

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Xinwei Chen

University of Waterloo

CANADA

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Kevin Lamb

Professor

University of Waterloo

CANADA

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Leif Toudal Pedersen

Technical University of Denmark

DENMARK

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K. Andrea Scott

Research Interests

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Articles (16)

A Weakly Supervised Learning Approach for Sea Ice Stage of Development Classification From AI4Arctic Sea Ice Challenge Dataset

High Resolution Sea Ice Concentration Using a Sentinel-1 U-Net Ice-Water Classifier

Uncertainty Estimation of Lake Ice Cover Maps From a Random Forest Classifier Using MODIS TOA Reflectance Data

Weakly Supervised Learning for Pixel-Level Sea Ice Concentration Extraction Using AI4Arctic Sea Ice Challenge Dataset

On the definition of the marginal ice zone: a case study with SAR and passive microwave data

Gravity currents in the cabbeling regime

Uncertainty-Incorporated Ice and Open Water Detection on Dual-Polarized SAR Sea Ice Imagery

Passive Microwave Sea Ice Edge Displacement Error over the Eastern Canadian Arctic for the period 2013-2021

Predicting Sea Ice Concentration With Uncertainty Quantification Using Passive Microwave and Reanalysis Data: A Case Study in Baffin Bay

Calibration of Uncertainty in Sea Ice Concentration Retrieval With an Auxiliary Prediction Interval Estimator

Accounting for Label Errors When Training a Convolutional Neural Network to Estimate Sea Ice Concentration Using Operational Ice Charts

Numerical simulations of the three-dimensionalization of a shear flow in radiatively forced cold water below the density maximum

The Use of a Monte Carlo Markov Chain Method for Snow-Depth Retrievals: A Case Study Based on Airborne Microwave Observations and Emission Modeling Experiments of Tundra Snow

Extended Categorical Triple Collocation for Evaluating Sea Ice/Open Water Data Sets

Asymmetries in gravity currents attributed to the nonlinear equation of state

Evaluation of a Neural Network With Uncertainty for Detection of Ice and Water in SAR Imagery

Collaborators (7)

Yuhao Chen

David Clausi

Marek Stastna

Richard Kelly

Xinwei Chen

Kevin Lamb

Leif Toudal Pedersen

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