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

Author:

Chen Xinwei1ORCID,Valencia Ray2ORCID,Soleymani Armina1ORCID,Xu Linlin1ORCID,Scott K. Andrea3ORCID

Affiliation:

1. Department of Systems Design Engineering, University of Waterloo, Waterloo, Canada

2. Siemens EDA, Saskatoon, Canada

3. Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, Canada

Funder

Environment and Climate Change Canada

University of Waterloo’s Engineering Excellence Fellowship

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Geotechnical Engineering and Engineering Geology

Reference26 articles.

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

2. Version 2 of the EUMETSAT OSI SAF and ESA CCI sea-ice concentration climate data records

3. What uncertainties do we need in Bayesian deep learning for computer vision?;kendall;Proc 31st Conf Neural Inf Process Syst,2017

4. Weight uncertainty in neural network;blundell;Proc ICML,2015

5. The EUMETSAT sea ice concentration climate data record

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