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Ji-Sun Kang
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“Variable localization” in an ensemble Kalman filter: Application to the carbon cycle data assimilation
JS Kang, E Kalnay, J Liu, I Fung, T Miyoshi, K Ide
Journal of Geophysical Research: Atmospheres 116 (D9), 2011
1412011
Estimation of surface carbon fluxes with an advanced data assimilation methodology
JS Kang, E Kalnay, T Miyoshi, J Liu, I Fung
Journal of Geophysical Research: Atmospheres 117 (D24), 2012
812012
CO2 transport uncertainties from the uncertainties in meteorological fields
J Liu, I Fung, E Kalnay, JS Kang
Geophysical research letters 38 (12), 2011
442011
Simultaneous assimilation of AIRS Xco2 and meteorological observations in a carbon climate model with an ensemble Kalman filter
J Liu, I Fung, E Kalnay, JS Kang, ET Olsen, L Chen
Journal of Geophysical Research: Atmospheres 117 (D5), 2012
402012
D05309 Simultaneous assimilation of AIRS Xco2 and meteorological observations in a carbon climate model with an ensemble Kalman filter (doi 10.1029/2011JD016642)
J Liu, I Fung, E Kalnay, JS Kang, ET Olsen, L Chen
Journal of Geophysical Research-Part D-Atmospheres 117 (5), 2012
40*2012
The local ensemble transform Kalman filter (LETKF) with a global NWP model on the cubed sphere
S Shin, JS Kang, Y Jo
Pure and Applied Geophysics 173 (7), 2555-2570, 2016
282016
GPU acceleration of MPAS microphysics WSM6 using OpenACC directives: Performance and verification
JY Kim, JS Kang, M Joh
Computers & Geosciences 146, 104627, 2021
222021
DeepTC: ConvLSTM network for trajectory prediction of tropical cyclone using spatiotemporal atmospheric simulation data
S Kim, JS Kang, M Lee, S Song
212018
Implementation of a GPS-RO data processing system for the KIAPS-LETKF data assimilation system
H Kwon, JS Kang, Y Jo, JH Kang
Atmospheric Measurement Techniques 8 (3), 1259-1273, 2015
152015
Carbon cycle data assimilation using a coupled atmosphere-vegetation model and the local ensemble transform Kalman filter
JS Kang
University of Maryland, College Park, 2009
142009
Real data assimilation using the local ensemble transform Kalman filter (LETKF) system for a global non-hydrostatic NWP model on the cubed-sphere
S Shin, JH Kang, HW Chun, S Lee, K Sung, K Cho, Y Jo, JE Kim, IH Kwon, ...
Asia-Pacific Journal of Atmospheric Sciences 54 (1), 351-360, 2018
122018
Development of Knowledge Graph for Data Management Related to Flooding Disasters Using Open Data
J Son, CS Lim, HS Shim, JS Kang
Future Internet 13 (5), 124, 2021
102021
Optimization of the vertical localization scale for GPS-RO data assimilation within KIAPS-LETKF system
Y Jo, JS Kang, H Kwon
Atmosphere 25 (3), 529-541, 2015
82015
Examination of Computational Performance and Potential Applications of a Global Numerical Weather Prediction Model MPAS Using KISTI Supercomputer NURION
JS Kang, H Myung, JH Yuk
Journal of Marine Science and Engineering 9 (10), 1147, 2021
62021
Applicability Study of a Global Numerical Weather Prediction Model MPAS to Storm Surges and Waves in the South Coast of Korea
J Yuk, J Kang, H Myung
Atmosphere 13 (4), 591, 2022
52022
Preliminary result for KIAPS-LETKF system with real observations
BJ Jung, JS Kang, JH Kim, Y Jo
한국기상학회 학술대회 논문집, 11-12, 2014
32014
KIAPS 앙상블 자료동화 시스템 개발 현황: 모의 관측 실험을 통한 검증
JS Kang, JI Park
한국기상학회 학술대회 논문집, 74-75, 2013
22013
Ensemble singular vectors as additive inflation in the Local Ensemble Transform Kalman Filter (LETKF) framework with a global NWP model
S Shin, JS Kang, SC Yang, E Kalnay
Quarterly Journal of the Royal Meteorological Society 145 (718), 258-272, 2019
12019
DeepTC: ConvLSTM network for trajectory prediction of tropical cyclone using numerical model data
S Kim, W Kim, JS Kang, M Joh, S Song
한국기상학회 학술대회 논문집, 206-206, 2018
12018
Impact Analysis of Variable Resolution of MPAS on Intrinsic Predictability Using Bred Vectors
JS Kang, S Shin, H Myung
Atmosphere 13 (12), 2070, 2022
2022
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