K. Andrea Scott - Publications, H-index & Citations

K. Andrea Scott

Wilfrid Laurier University

20H指数

110论文数

1.7K被引数

收录论文 28

发表时间

Deep graph neural networks for spatiotemporal forecasting of sub-seasonal sea ice: A case study in Hudson Bay 子季节性海冰时空预测的深度图神经网络：哈德孙湾案例研究

Applied Ocean Research

IF4.4

2025-10-08

OAAI

Zacharie Gousseau; Philippe Lamontagne; Mohammad Sina Jahangir; K. Andrea Scott

Spatially Distributed Modeling of Lake Ice Trends and Distribution in the North Slave Region, NWT, Canada 加拿大西北地区北奴隶湖区湖冰趋势与分布的空间分布建模

WATER RESOURCES RESEARCH

IF5

2025-09-16

OAAI

Attiah, G.; Scott, K. A.; Kheyrollah Pour, H.

Breaking the ice: Video segmentation for close-range ice-covered waters 破冰：近距离冰封水域的视频分割

Ocean Engineering

IF5.5

2025-07-30

OAAI

Corwin Grant Jeon MacMillan; K. Andrea Scott; Matthew Garvin; Zhao Pan

A Weakly Supervised Learning Approach for Sea Ice Stage of Development Classification From AI4Arctic Sea Ice Challenge Dataset 来自ai4北极海冰挑战数据集的海冰发展阶段分类的弱监督学习方法

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2025-01-01

PREAI

Chen, Xinwei; Patel, Muhammed; Xu, Linlin; Chen, Yuhao; Scott, K. Andrea; Clausi, David A.

Fusing Ice Surface Temperature With the AI4Arctic Dataset for Improved Deep Learning-Based Sea Ice Mapping 融合冰面温度与AI4Arctic数据集，以改进基于深度学习的海冰制图

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

IF5.3

2025-01-01

OAAI

Lily de Loë; David A. Clausi; K. Andrea Scott

A comparative study of data input selection for deep learning-based automated sea ice mapping

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-07-01

OAAI

Chen, Xinwei; Cantu, Fernando J. Pena; Patel, Muhammed; Xu, Linlin; Brubacher, Neil C.; Scott, K. Andrea; Clausi, David A.

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

ieee geoscience and remote sensing magazine

IF4.4

2024-01-01

PREAI

Chen, Xinwei; Patel, Muhammed; Xu, Linlin; Chen, Yuhao; Scott, K. Andrea; Clausi, David A.

Arctic marginal ice zone interannual variability and change point detection using two definitions (1983-2022)

ENVIRONMENTAL RESEARCH LETTERS

IF5.6

2023-11-02

OAAI

Soleymani, Armina; Scott, K. Andrea

Lake surface temperature retrieved from Landsat satellite series (1984 to 2021) for the North Slave Region

EARTH SYSTEM SCIENCE DATA

IF11.6

2023-03-23

OAAI

Attiah, Gifty; Pour, Homa Kheyrollah; Scott, K. Andrea

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

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

PREAI

Chen, Xinwei; Scott, K. Andrea; Xu, Linlin; Jiang, Mingzhe; Fang, Yuan; Clausi, David A.

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

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

PREAI

Chen, Xinwei; Valencia, Ray; Soleymani, Armina; Scott, K. Andrea

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

ieee geoscience and remote sensing magazine

IF4.4

2023-01-01

PREAI

Chen, Xinwei; Valencia, Ray; Soleymani, Armina; Xu, Linlin; Scott, K. Andrea

Kinetic energy cascade in stably stratified open-channel flows

JOURNAL OF FLUID MECHANICS

IF3.9

2021-08-26

PREAI

Atoufi, Amir; Scott, K. Andrea; Waite, Michael L.

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

ieee geoscience and remote sensing magazine

IF4.4

2021-06-01

PREAI

Scott, K. Andrea

Asymmetries in gravity currents attributed to the nonlinear equation of state

JOURNAL OF FLUID MECHANICS

IF3.9

2021-03-09

PREAI

Grace, Andrew P.; Stastna, Marek; Lamb, Kevin G.; Andrea Scott, K.

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

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2021-03-01

PREAI

Saberi, Nastaran; Kelly, Richard; Pan, Jinmei; Durand, Michael; Goh, Joslin; Scott, K. Andrea

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

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2021-01-01

PREAI

Asadi, Nazanin; Scott, K. Andrea; Komarov, Alexander S.; Buehner, Mark; Clausi, David A.

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

IF8.6

2019-12-01

PREAI

Scott, K. Andrea

Wall turbulence response to surface cooling and formation of strongly stable stratified boundary layers

PHYSICS OF FLUIDS

IF4.3

2019-08-20

PREAI

Atoufi, Amir; Scott, K. Andrea; Waite, Michael L.

Estimating Sea Ice Concentration From SAR: Training Convolutional Neural Networks With Passive Microwave Data

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2019-07-01

PREAI

Cooke, Colin L., V; Scott, K. Andrea

研究方向