K. Andrea Scott

发表

Sea Ice Surface Temperature Estimation Using MODIS and AMSR-E Data Within a Guided Variational Model Along the Labrador Coast

Alexander Wong, Edward Li, K. Andrea Scott, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A hierarchical selective ensemble randomized neural network hybridized with heuristic feature selection for estimation of sea-ice thickness

Nasser L. Azad, Ahmad Mozaffari, Shoja'eddin Chenouri, 2016, Applied Intelligence.

An Assessment of Sea-Ice Thickness Along the Labrador Coast From AMSR-E and MODIS Data for Operational Data Assimilation

Mark Buehner, K. Andrea Scott, Tom Carrieres, 2014, IEEE Transactions on Geoscience and Remote Sensing.

A modular ridge randomized neural network with differential evolutionary distributor applied to the estimation of sea ice thickness

Nasser L. Azad, Ahmad Mozaffari, Shoja'eddin Chenouri, 2016, Soft Computing.

A heuristic method to use ice andwater probabilities from SAR imagery to improve ice concentration estimates

K. Andrea Scott, Zahra Ashouri, K. A. Scott, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Sea Ice Concentration Estimation during Freeze-Up from SAR Imagery Using a Convolutional Neural Network

David A. Clausi, Lei Wang, K. Andrea Scott, 2017, Remote. Sens..

Passive Microwave Melt Onset Retrieval Based on a Variable Threshold: Assessment in the Canadian Arctic Archipelago

Stephen Marshall, Randall K. Scharien, K. Andrea Scott, 2019, Remote. Sens..

Improvement of Lake Ice Thickness Retrieval From MODIS Satellite Data Using a Thermodynamic Model

Claude R. Duguay, K. Andrea Scott, Kyung-Kuk Kang, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Impact of intermediate ice concentration training data on sea ice concentration estimates from a convolutional neural network

Yan Xu, K. Andrea Scott, Yan Xu, 2019, International Journal of Remote Sensing.

Sea ice and open water classification of sar imagery using cnn-based transfer learning

Yan Xu, K. Andrea Scott, K. A. Scott, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Continuous sea ice thickness estimation using a joint MODIS and AMSR-E guided variational model

Robert Amelard, Alexander Wong, Edward Li, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Ice concentration estimation in the gulf of St. Lawrence using fully convolutional neural network

David A. Clausi, Lei Wang, Yan Xu, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Effect of denoising on assimilation of SAR data

K. Andrea Scott, Tom Carrieres, Zahra Ashouri, 2013, Remote Sensing.

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

K. Andrea Scott, Colin L. Cooke, Colin L. V. Cooke, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study

David A. Clausi, Lei Wang, Linlin Xu, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Automatic Detection of the Ice Edge in SAR Imagery Using Curvelet Transform and Active Contour

Paul W. Fieguth, Jiange Liu, Ahmed Gawish, 2016, Remote. Sens..

Automatic feature learning of SAR images for sea ice concentration estimation using feed-forward neural networks

David A. Clausi, Lei Wang, K. Andrea Scott, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Curvelet based feature extraction of dynamic ice from SAR imagery

Paul W. Fieguth, Jiange Liu, K. Andrea Scott, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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

Nastaran Saberi, Michael Durand, Jinmei Pan, 2021, IEEE Transactions on Geoscience and Remote Sensing.

RUF: Effective Sea Ice Floe Segmentation Using End-to-End RES-UNET-CRF with Dual Loss

Devinder Kumar, K. Andrea Scott, Anmol Sharan Nagi, 2021, Remote. Sens..

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

K. Andrea Scott, K. A. Scott, 2021, IEEE Geoscience and Remote Sensing Letters.

Evaluation of a Neural Network on Sea Ice Concentration Estimation in MIZ Using Passive Microwave Data

K. Andrea Scott, Armina Soleymani, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Sea Ice Concentration Estimation: Using Passive Microwave and SAR Data With a U-Net and Curriculum Learning

David A. Clausi, K. Andrea Scott, David A Clausi, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Collecting Empirically Derived SAR Characteristic Values over One Year of Sea Ice Environments for Use in Data Assimilation

Mark Buehner, Torsten Geldsetzer, K. Andrea Scott, 2017 .

Improved Sea Ice Concentration Estimation Through Fusing Classified SAR Imagery and AMSR-E Data

David A. Clausi, K. Andrea Scott, Lei Wang, 2016 .

Direct Assimilation of AMSR-E Brightness Temperatures for Estimating Sea Ice Concentration

Mark Buehner, K. Andrea Scott, Tom Carrieres, 2012 .