Reconstruction of the Regional Total Electron Content Maps Over the Korean Peninsula Using Deep Convolutional Generative Adversarial Network and Poisson Blending

Author:

Jeong Se‐Heon12ORCID,Lee Woo Kyoung23ORCID,Jang Soojeong4ORCID,Kil Hyosub5ORCID,Kim Jeong‐Heon2ORCID,Kwak Young‐Sil23ORCID,Kim Yong Ha1ORCID,Hong Junseok2ORCID,Choi Byung‐Kyu2ORCID

Affiliation:

1. Chungnam National University Daejeon South Korea

2. Korea Astronomy and Space Science Institute Daejeon South Korea

3. Korea University of Science and Technology Daejeon South Korea

4. Kyung Hee University Yongin South Korea

5. Johns Hopkins University Applied Physics Laboratory Laurel MD USA

Funder

Korea Astronomy and Space Science Institute

National Science Foundation

Multidisciplinary University Research Initiative

Asian Office of Aerospace Research and Development

National Research Foundation of Korea

Publisher

American Geophysical Union (AGU)

Subject

Atmospheric Science

Reference29 articles.

1. Arora S. Ge R. Liang Y. Ma T. &Zhang Y.(2017).Generalization and equilibrium in generative adversarial nets (GANs). InProceedings of the 34th International Conference on Machine learning in Proceedings of Machine learning research(Vol.70 pp.224–232). Retrieved fromhttps://proceedings.mlr.press/v70/arora17a.html

2. International Reference Ionosphere 2016: From ionospheric climate to real‐time weather predictions

3. International Reference Ionosphere 2007: Improvements and new parameters

4. The Application of a Deep Convolutional Generative Adversarial Network on Completing Global TEC Maps

5. Improvement of a Deep Learning Algorithm for Total Electron Content Maps: Image Completion

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