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 | 203 | 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 | 81 | 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 | 49 | 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 | 39 | 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 | 35 | 2012 |
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 | 32 | 2021 |
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 | 31 | 2017 |
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 | 29 | 2020 |
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 | 28 | 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 | 28 | 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 | 26 | 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 |
Acoustic excitation by flow in T-junctions S Ziada, A Scott, D Arthurs | 16 | 2007 |
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 | 15 | 2016 |
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 |
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 |
Collecting empirically derived SAR characteristic values over one year of sea ice environments for use in data assimilation L Pogson, T Geldsetzer, M Buehner, T Carrieres, M Ross, KA Scott Monthly Weather Review 145 (1), 323-334, 2017 | 11 | 2017 |
A preliminary evaluation of the impact of assimilating AVHRR data on sea ice concentration analyses KA Scott, M Buehner, A Caya, T Carrieres Remote Sensing of Environment 128, 212-223, 2013 | 11 | 2013 |
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 | 10 | 2023 |
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 | 10 | 2023 |