Sea ice concentration estimation during melt from dual-pol SAR scenes using deep convolutional neural networks: A case study L Wang, KA Scott, L Xu, DA Clausi IEEE Transactions on Geoscience and Remote Sensing 54 (8), 4524-4533, 2016 | 209 | 2016 |
Sea ice concentration estimation during freeze-up from SAR imagery using a convolutional neural network L Wang, KA Scott, DA Clausi Remote Sensing 9 (5), 408, 2017 | 86 | 2017 |
Estimating sea ice concentration from SAR: Training convolutional neural networks with passive microwave data CLV Cooke, KA Scott IEEE Transactions on Geoscience and Remote Sensing 57 (7), 4735-4747, 2019 | 53 | 2019 |
Sea ice and open water classification of SAR imagery using CNN-based transfer learning Y Xu, KA Scott 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017 | 45 | 2017 |
RUF: Effective sea ice floe segmentation using end-to-end RES-UNET-CRF with dual loss AS Nagi, D Kumar, D Sola, KA Scott Remote Sensing 13 (13), 2460, 2021 | 36 | 2021 |
Evaluation of a neural network with uncertainty for detection of ice and water in SAR imagery N Asadi, KA Scott, AS Komarov, M Buehner, DA Clausi IEEE Transactions on Geoscience and Remote Sensing 59 (1), 247-259, 2020 | 36 | 2020 |
Improvement of Lake Ice Thickness Retrieval From MODIS Satellite Data Using a Thermodynamic Model KK Kheyrollah Pour, H., Duguay, C., Scott, K.A. and Kang IEEE Transactions on Geoscience and Remote Sensing, 2017 | 36 | 2017 |
Direct assimilation of AMSR-E brightness temperatures for estimating sea ice concentration KA Scott, M Buehner, A Caya, T Carrieres Monthly weather review 140 (3), 997-1013, 2012 | 34 | 2012 |
Sea ice concentration estimation: Using passive microwave and SAR data with a U-Net and curriculum learning K Radhakrishnan, KA Scott, DA Clausi IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 31 | 2021 |
Automatic detection of the ice edge in SAR imagery using curvelet transform and active contour J Liu, KA Scott, A Gawish, P Fieguth Remote Sensing 8 (6), 480, 2016 | 27 | 2016 |
An assessment of sea-ice thickness along the Labrador coast from AMSR-E and MODIS data for operational data assimilation KA Scott, M Buehner, T Carrieres IEEE Transactions on geoscience and remote sensing 52 (5), 2726-2737, 2013 | 27 | 2013 |
Retrieval of ice/water observations from synthetic aperture radar imagery for use in lake ice data assimilation KA Scott, L Xu, HK Pour Journal of Great Lakes Research 46 (6), 1521-1532, 2020 | 19 | 2020 |
Improved sea ice concentration estimation through fusing classified SAR imagery and AMSR-E data L Wang, KA Scott, DA Clausi Canadian Journal of Remote Sensing 42 (1), 41-52, 2016 | 17 | 2016 |
Acoustic excitation by flow in T-junctions S Ziada, A Scott, D Arthurs | 16 | 2007 |
Sea ice classification with dual-polarized SAR imagery: A hierarchical pipeline X Chen, KA Scott, M Jiang, Y Fang, L Xu, DA Clausi Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 14 | 2023 |
Uncertainty-incorporated ice and open water detection on dual-polarized SAR sea ice imagery X Chen, KA Scott, L Xu, M Jiang, Y Fang, DA Clausi IEEE Transactions on Geoscience and Remote Sensing 61, 1-13, 2023 | 13 | 2023 |
Accounting for label errors when training a convolutional neural network to estimate sea ice concentration using operational ice charts MS Tamber, KA Scott, LT Pedersen IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022 | 13 | 2022 |
Assimilation of ice and water observations from SAR imagery to improve estimates of sea ice concentration KA Scott, Z Ashouri, M Buehner, L Pogson, T Carrieres Tellus A: Dynamic Meteorology and Oceanography 67 (1), 27218, 2015 | 13 | 2015 |
Incorporating aleatoric uncertainties in lake ice mapping using RADARSAT–2 SAR images and CNNs N Saberi, KA Scott, C Duguay Remote Sensing 14 (3), 644, 2022 | 12 | 2022 |
Data fusion and data assimilation of ice thickness observations using a regularisation framework N Asadi, KA Scott, DA Clausi Tellus A: Dynamic Meteorology and Oceanography 71 (1), 1564487, 2019 | 12 | 2019 |