Publications
Check our peer-reviewed journal papers and conference papers.
Previous publication list (2015-2019)
Various Journals
January 1, 2018
Check my Google Scholar Link below.
* = mentored by Dr. Kim
Changes in the Speed of the Global Terrestrial Water Cycle Due To Human Interventions
Hyunglok Kim, Wade T. Crow, and Venkataraman Lakshmi
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Under Preperation
Developing Independent CYGNSS Soil Moisture Retrieval Algorithm with Mitigated Vegetation Effects: Incorporating a Two-Step and Relative SNR Approaches
Ziyue Zhu, Hyunglok Kim*, Venkataraman Lakshmi
Jounal of Remote Sensing
minor revision
Enhancing Detection of Flood-Inundated Areas using Novel Hybrid PoLSAR- Metaheuristic-Deep Learning Models
Fatima et al.
Remote Sensing of Environment
Under Review
Synergistic impact of simultaneously assimilating radar- and radiometer-based soil moisture retrievals on the performance of numerical weather prediction systems
Kwon et al.
Hydrology and Earth System Sciences
Under Review
Flood inundation mapping with CYGNSS over CONUS: a two-step machine- learning-based framework
Wang et al.
Journal of Hydrology
major revision
Simultaneous Estimation of Soil Moisture and Soil Organic Matter from Dielectric Measurements - Part 1: Optimal Estimation Strategy
Park et al.
Agricultural and Forest Meteorology
under review
Simultaneous Estimation of Soil Moisture and Soil Organic Matter from in situ Dielectric - Part 2: Application of Optimal Estimation and Machine Learning Approaches
Park et al.
Agricultural and Forest Meteorology
under review
Evaluating Deep Learning Architectures for Streamflow Flash Drought Prediction Across the Contiguous United States
Bakar et al.
Journal of Hydrology
under review
Unsupervised Neural and Statistical Clustering for Scalable Rainfall Estimation in Data-Sparse Regions
Mohammad et al.
Water Resources Research
Under Review
Impact of Land Use Land Cover Changes on Carbon and Water Cycle Interactions: Using Data Driven Modeling and Satellite Products
M. Umair, S. Khan, H. Kim, M. Azmat, S. Atif
American Geophysical Union, Fall Meeting
December 1, 2021
Impact of Climate Change on Road Networks: Travel Demand, Machine Learning, and Flooding Simulation Models
S. Ryu, H. Kim, E. Cho, R. Zhang
US-KOREA Conference on Science, Technology, and Entrepreneurship
January 1, 2021
Assimilation of SMAP-enhanced and SMAP/Sentinel-1A/B soil moisture data into land surface models
H. Kim, V. Lakshmi, S. Kumar, Y. Kwon
European Geosciences Union, General Assembly Conference
December 1, 2020
Producing Satellite-based Diurnal Time-scale Soil Moisture Retrievals using Existing Microwave Satellites and GNSS-R Data
H. Kim, V. Lakshmi
American Geophysical Union, Fall Meeting
December 1, 2020
Error Characteristic Assessments of Soil Moisture Estimates from Satellites and Land Surface Models: Focusing on Forested and Irrigated Regions
H. Kim, J. Wigneron, S.V. Kumar, J. Dong, W. Wagner, M.H. Cosh, D.D. Bosch, C.H. Collins, P.J. Starks, M.S. Seyfried, V. Lakshmi
American Geophysical Union, Fall Meeting
December 1, 2020
An Integrated Framework to Predict Peak Flood and Map Inundation Areas in the Chesapeake Bay Using Machine Learning Methods with High-Resolution Lidar DEM and Satellite Data
R. Zhang, H. Kim, L. Band, V. Lakshmi
American Geophysical Union, Fall Meeting
December 1, 2020
Detecting Inland Waterbodies Using GNSS-R Data: Intercomparison of Previous Methods and a New Machine Learning Approach
G. Pavur, H. Kim, V. Lakshmi
American Geophysical Union, Fall Meeting
December 1, 2020
Leveraging Soil Moisture for Early Flood Detection
V. Sunkara, C. Doyle, H. Kim, B. Tellman, V. Lakshmi
American Geophysical Union, Fall Meeting
December 1, 2020
Assimilation of GPS soil moisture data from CYGNSS into land surface models
H. Kim, Y. Kwon, S.V. Kumar, V. Lakshmi
American Geophysical Union, Fall Meeting
December 1, 2019
The Impact of Irrigation on the Water Cycle in the Continental United States (CONUS)
H. Kim, V. Lakshmi
American Geophysical Union, Fall Meeting
December 1, 2018
