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Dr.  Miae Kim

Dr. Miae Kim

Wissenschaftlerin
Raum: 029
CS 20.40

Tel.: +49 721 608-41363
Fax: +49 721 608-48450
miae kimJfo8∂kit edu


ORCID (Biography and Publications)

Curriculum Vitae

Research Interests

Further Profiles

Publications

Talks and Posters

 

Curriculum Vitae

09/2018 – Present PostDoc, Institute of Photogrammetry and Remote Sensing, Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology (KIT), Karlsruhe, Baden-Württemberg, Germany
03/2013 – 08/2018 M.S. and Ph.D. combined course, School of urban environmental and engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, South Korea
03/2008 – 02/2013 B.S., Department of environmental atmospheric science, Pukyong National University, Busan, South Korea (Major: Atmospheric Science)

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Research Interests

Topics Estimation of liquid water path
Sea ice classification especially landfast sea ice (PhD thesis)
Detection and monitoring of overshooting cloud tops
Methodologies Processing of various satellite data
Machine learning techniques

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Further Profiles

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Publications

2018  
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Kim, M., Lee, J., Han, D., Shin, M., Im, J., Lee, J., ... & Gu, Z. (2018). Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11(12), 4604-4617.
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Kim, M., Lee, J., Im, J. (2018). Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data. GIScience & Remote Sensing, 1-30.
2017  
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Kim, M., Im, J., Park, H., Park, S., Lee, M. I., & Ahn, M. H. (2017). Detection of Tropical Overshooting Cloud Tops Using Himawari-8 Imagery. Remote Sensing, 9, 685.
2016  
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Lee, S., Im, J., Kim, J., Kim, M., Shin, M., Kim, H. C., & Quackenbush, L. J. (2016). Arctic Sea Ice Thickness Estimation from CryoSat-2 Satellite Data Using Machine Learning-Based Lead Detection. Remote Sensing, 8(9), 698
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Han, H., Im, J., Kim, M., Sim, S., Kim, J., Kim, D. J., & Kang, S. H. (2016). Retrieval of Melt Ponds on Arctic Multiyear Sea Ice in Summer from TerraSAR-X Dual-Polarization Data Using Machine Learning Approaches: A Case Study in the Chukchi Sea with Mid-Incidence Angle Data. Remote Sensing, 8(1), 57.
2015  
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Kim, M., Im, J., Han, H., Kim, J., Lee, S., Shin, M., & Kim, H. C. (2015). Landfast sea ice monitoring using multisensor fusion in the Antarctic. GIScience & Remote Sensing, 52(2), 239-256.

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Talks and Posters

2018  
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Kim, M., Lee, J., Im, J., “Applying convolutional neural networks for detection of overshooting cloud tops with Himawari-8 satellite data”, in the European Geosciences Union (EGU) General Assembly 2018, Vienna, Austria, 8-13 Apr. 2018.
2017  
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Kim, M., Im, J., Lee, J., Lee, S., Lee, J., Shin, M., “Application of CNN for detection of overshooting tops using Himawari-8 images”, in the Asian Conference on Meteorology (ACM) 2017, Busan, South Korea, 23-24 Oct. 2017.
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Kim, M., Im, J., Han, H., Kim, H., “Fast ice detections in West Antarctica using ALOS-1 PALSAR images”, in the 24th international conference of Port and Ocean Engineering under Arctic Conditions (POAC), Incheon, South Korea, 11-16 Jun. 2017.
  Kim, M., Lee, J., Lee, J., Im, J., “Detecting of convective overshooting cloud tops using Himawari-8 images and machine learning approaches”, in the SPIE remote sensing, Warsaw, Poland, 11-14 Sep. 2017.
2016  
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Kim, M., Im, J., Park, H., Park, S., “Detection of convective overshooting top clouds with Himawari-8 imagery over Southeast Asia and West Pacific region”, in the Asia/Oceania Meteorological Satellite User’s Conference (AOMSUC) 2015, Tokyo, Japan, 9-13 Nov. 2015.
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Kim, M., Park, H., Im, J., “Relationship between Himawari-8-derived overshooting tops and extreme weather events in Southeast Asia”, in the International Society for Photogrammetry and Remote Sensing (ISPRS), Prague, 12-19 July 2016.
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Kim, M., Im, J., Han, H., Kim, H. C., “West Antarctic landfast sea ice mapping using ALOS PALSAR data and object correlation image analysis”, in the International Symposium on Remote Sensing (ISRS) 2016, Jeju, South Korea, 20-22 Apr. 2016.
2015  
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Kim, M., Im, J., Park, S., Lee, J., “Convective overshooting top detection with MSG SEVIRI, Himawari-8 AHI, and CloudSat CPR data”, in the American Geophysical Union (AGU), San Francisco, USA, 14-18 Dec. 2015.
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Kim, M., Im, J., Park, S., “Detection of convective overshooting tops using MSG SEVIRI, Himawari-8 AHI, and CloudSat CPR data”, in the Sixth Asia/Oceania Meteorological Satellite Users' Conference (AOMSUC), Tokyo, Japan, 09-13 Nov. 2015.
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Kim, M., Han, H., Im, J., Sim, S., “Detection of melt ponds on sea ice in the Chukchi Sea in summer season using TerraSAR-X dual-polarization data”, in the Forum for Arctic Modeling and Observational Synthesis (FAMOS) 2015, Hyannis, Massachusetts, USA, 2-7 Nov. 2015.
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Kim, M., Im, J., Han, H., Kim, H. C., “Monitoring of landfast sea ice in West Antarctica using multisensor data and machine learning approaches”, in the SPIE remote sensing, Toulouse, France, 21-24 Sep. 2015.
2014  
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Kim, M., Im, J., Han, H., Kim, J., Lee, S., Shin, M., Kim, H., “Monitoring Land-fast Sea Ice in the Western Antarctic Through Multi-sensor Data Fusion”, in the American Geophysical Union (AGU), San Francisco, USA, 15-19 Dec. 2014.
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Kim, M., Im, J., Lee, J., Shin, M., “Improvement of the MODIS terrestrial gross primary production product in Korea”, in the International Symposium on Remote Sensing (ISRS), Busan, South Korea, 16-18 April 2014.
2014  
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Kim, M., Im, J., “Estimation of Terrestrial Carbon Fluxes Over East Asia Through Integration of Satellite Remote Sensing and Asiaflux Data

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