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Publication search results
found 125 matches
- 2024
- Xinwei Chen, Muhammed Patel, Linlin Xu, Yuhao Chen, Katharine Andrea Scott, David A. Clausi:
Weakly Supervised Learning for Pixel-Level Sea Ice Concentration Extraction Using AI4Arctic Sea Ice Challenge Dataset. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - Yang Li, Yubao Qiu, Guoqiang Jia, Shuwen Yu, Yixiao Zhang, Lin Huang, Matti Leppäranta:
An Explainable Deep Learning Model for Daily Sea Ice Concentration Forecast. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - Xudong Li, Chuan Xiong:
Estimating Sea Ice Concentration From Microwave Radiometric Data for Arctic Summer Conditions Using Machine Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - 2023
- Xinwei Chen, Ray Valencia, Armina Soleymani, Linlin Xu, Katharine Andrea Scott:
Calibration of Uncertainty in Sea Ice Concentration Retrieval With an Auxiliary Prediction Interval Estimator. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - Sandra L. Castro, Gary A. Wick, Steinar Eastwood, Michael A. Steele, Rasmus T. Tonboe:
Examining the Consistency of Sea Surface Temperature and Sea Ice Concentration in Arctic Satellite Products. Remote. Sens. 15(11): 2908 (2023) - Xueqi Li, Hailun He:
Inter-Comparison of Satellite-Based Sea Ice Concentration in the Amundsen Sea, Antarctica. Remote. Sens. 15(24): 5695 (2023) - Qiuli Shao, Qi Shu, Bin Xiao, Lujun Zhang, Xunqiang Yin, Fangli Qiao:
Arctic Sea Ice Concentration Assimilation in an Operational Global 1/10° Ocean Forecast System. Remote. Sens. 15(5): 1274 (2023) - Suhui Wu, Lijian Shi, Bin Zou, Tao Zeng, Zhaoqing Dong, Dunwang Lu:
Daily Sea Ice Concentration Product over Polar Regions Based on Brightness Temperature Data from the HY-2B SMR Sensor. Remote. Sens. 15(6): 1692 (2023) - Meng Yang, Yubao Qiu, Lin Huang, Maoce Cheng, Jianguo Chen, Bin Cheng, Zhengxin Jiang:
Changes in Sea Surface Temperature and Sea Ice Concentration in the Arctic Ocean over the Past Two Decades. Remote. Sens. 15(4): 1095 (2023) - Li Zhou, Jinyan Cai, Shifeng Ding:
The Identification of Ice Floes and Calculation of Sea Ice Concentration Based on a Deep Learning Method. Remote. Sens. 15(10): 2663 (2023) - Tiantian Feng, Xiaomin Liu, Rongxing Li:
Super-Resolution-Aided Sea Ice Concentration Estimation From AMSR2 Images by Encoder-Decoder Networks With Atrous Convolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 962-973 (2023) - Xinwei Chen, Ray Valencia, Armina Soleymani, Katharine Andrea Scott:
Predicting Sea Ice Concentration With Uncertainty Quantification Using Passive Microwave and Reanalysis Data: A Case Study in Baffin Bay. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - Thombson Chungkham, Rajkumar Kamaljit Singh, Sandip Rashmikant Oza, Purvee Joshi, Sushil Kumar Singh, Ishmohan Bahuguna:
Estimation of Sea Ice Concentration in the Arctic Using SARAL/AltiKa Data. IEEE Trans. Geosci. Remote. Sens. 61: 1-10 (2023) - Yibin Ren, Xiaofeng Li:
Predicting the Daily Sea Ice Concentration on a Subseasonal Scale of the Pan-Arctic During the Melting Season by a Deep Learning Model. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - Yasuhiro Tanaka, Junshen Lu:
A New Sea Ice Concentration Retrieval Algorithm Based on Relationship Between AMSR2 89-GHz Polarization and Landsat 8 Observations. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - Thunchanok Phutthaphaiboon, Peerapon Siripongwutikorn, Priyakorn Pusawiro:
Forecasting Arctic Sea Ice Concentration using Long Short-term Memory Networks. ICMLT 2023: 121-126 - Xinwei Chen, Ray Valencia, Armina Soleymani, Katharine Andrea Scott, Mingzhe Jiang, Linln Xu, David A. Clausi:
Uncertainty-Incorporated Arctic Sea Ice Concentration Estimation Using Heteroscedastic Bayesian Neural Networks. IGARSS 2023: 141-144 - Larysa Istomina, Georg C. Heygster, Hiroyuki Enomoto, Shuki Ushio, Takeshi Tamura, Gunnar Spreen, Christian Haas:
Surface Melt Induced Inaccuracies in the Antarctic Sea Ice Concentration Inferred from Optical and Passive Microwave Remote Sensing Data. IGARSS 2023: 67-70 - Yu Zhang, Tingting Zhu, Shengkai Zhang, Fei Li:
Active and Passive Microwave Data Fusion Based Sea Ice Concentration Estimation. IGARSS 2023: 179-182 - Javad Sheikh, Fahimeh Farahnakian, Farshad Farahnakian, Jukka Heikkonen:
Sea Ice Concentration Estimation Via Fusion of Sentinel-1 and AMSR2 Based on Encoder-Decoder Architecture. ITSC 2023: 5989-5994 - Younghyun Koo, Maryam Rahnemoonfar:
Multi-task Deep Convolutional Network to Predict Sea Ice Concentration and Drift in the Arctic Ocean. CoRR abs/2311.00167 (2023) - Julia Borisova, Nikolay O. Nikitin:
Surrogate Modelling for Sea Ice Concentration using Lightweight Neural Ensemble. CoRR abs/2312.04330 (2023) - 2022
- Tingting Liu, Miaojiang Wang, Zemin Wang, Ruyi Feng, Chunxia Zhou, Liangpei Zhang:
Joint Total Variation With Nonnegative Constrained Least Square for Sea Ice Concentration Estimation in Low Concentration Areas of Antarctica. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - Jun Liu, Huan Xie, Yalei Guo, Xiaohua Tong, Peinan Li:
A Sea Ice Concentration Estimation Methodology Utilizing ICESat-2 Photon-Counting Laser Altimeter in the Arctic. Remote. Sens. 14(5): 1130 (2022) - Bayoumy Mohamed, Frank Nilsen, Ragnheid Skogseth:
Interannual and Decadal Variability of Sea Surface Temperature and Sea Ice Concentration in the Barents Sea. Remote. Sens. 14(17): 4413 (2022) - Wenqi Shi, Shuai Yuan, Chengyu Liu, Yuxian Ma, Ning Xu, Xianqing Lv:
Inversion of Sea Ice Concentration in the Liaodong Bay from MODIS Data. Remote. Sens. 14(18): 4439 (2022) - Qingyu Zheng, Wei Li, Qi Shao, Guijun Han, Xuan Wang:
A Mid- and Long-Term Arctic Sea Ice Concentration Prediction Model Based on Deep Learning Technology. Remote. Sens. 14(12): 2889 (2022) - Manveer Singh Tamber, Katharine Andrea Scott, Leif Toudal Pedersen:
Accounting for Label Errors When Training a Convolutional Neural Network to Estimate Sea Ice Concentration Using Operational Ice Charts. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1502-1513 (2022) - Rasmus T. Tonboe, Vishnu Nandan, Marko Mäkynen, Leif Toudal Pedersen, Stefan Kern, Thomas Lavergne, Johanne Øelund, Gorm Dybkjær, Roberto Saldo, Marcus Huntemann:
Simulated Geophysical Noise in Sea Ice Concentration Estimates of Open Water and Snow-Covered Sea Ice. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1309-1326 (2022) - Juha Karvonen:
Baltic Sea Ice Concentration Estimation From C-Band Dual-Polarized SAR Imagery by Image Segmentation and Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022)
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