Changhyun Choi

发表

A Bayesian Network-Based Integrated for Flood Risk Assessment (InFRA)

Jungwook Kim, H. Kim, Soojun Kim, 2019, Sustainability.

Early Lessons on Combining Lidar and Multi-baseline SAR Measurements for Forest Structure Characterization

R. Dubayah, M. Pardini, K. Papathanassiou, 2019, Surveys in Geophysics.

Determination of Heavy Rain Damage-Triggering Rainfall Criteria Based on Data Mining

H. Kim, Yonsoo Kim, Changhyun Choi, 2020 .

Indicator Development and Evaluation of Storm and Flood Resilience Using Big Data Analysis: (1) Development of Resilience Indicators

H. Kim, Yonsoo Kim, Changhyun Choi, 2018, Journal of the Korean Society of Hazard Mitigation.

Developing a Prediction Model (Heavy Rain Damage Occurrence Probability) Based on Machine Learning

H. Kim, Changhyun Choi, Junhyeong Lee, 2019 .

Development of Water Level Prediction Models Using Machine Learning in Wetlands: A Case Study of Upo Wetland in South Korea

Jungwook Kim, Daegun Han, H. Kim, 2019 .

Determining the Optimum Conditions for Generating Fine Topography in Tidal Flats Using an In-SAR System

Changhyun Choi, 2008 .

Impact Assessment of Natural Disaster Damage on the National Economy Using the Input-Output Model

H. Kim, Soojun Kim, Changhyun Choi, 2019 .

Indicator Development and Evaluation of Storm and Flood Resilience Using Big Data Analysis: (2) Evaluation of Resilience

Jungwook Kim, H. Kim, Yonsoo Kim, 2018, Journal of the Korean Society of Hazard Mitigation.

Case study: On hydrological function improvement for an endemic plant habitat in Gangcheon wetland, Korea

Jungwook Kim, Daegun Han, H. Kim, 2021 .

Modified hydrogeomorphic approach for estimating quantitative change of riverine wetland functions

Jungwook Kim, Daegun Han, H. Kim, 2020 .

Fusion of Tandem-X and Gedi Data for Mapping Forest Height in the Brazilian Amazon

M. Pardini, K. Papathanassiou, Changhyun Choi, 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium.

Prediction of Heavy Rain Damage Using Deep Learning

Do Hyoung Shin, Changhyun Choi, Hung Soo Kim, 2020, Water.

Large-Scale Forest Height Mapping by Combining TanDEM-X and GEDI Data

R. Dubayah, M. Pardini, K. Papathanassiou, 2023, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Improving Forest Height-To-Biomass Allometry With Structure Information: A Tandem-X Study

Michael Heym, Konstantinos P. Papathanassiou, Changhyun Choi, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Development of Heavy Rain Damage Prediction Model Using Machine Learning Based on Big Data

Jongsung Kim, Hung Soo Kim, Dong Hyun Kim, 2018, Advances in Meteorology.

Deep Learning with Long Short Term Memory Based Sequence-to-Sequence Model for Rainfall-Runoff Simulation

H. Kim, Changhyun Choi, Jaewon Jung, 2021, Water.

Optimum Baseline of a Single-Pass In-SAR System to Generate the Best DEM in Tidal Flats

Duk-jin Kim, Changhyun Choi, Duk‐jin Kim, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Mega Flood Simulation Assuming Successive Extreme Rainfall Events

Duck-Gil Kim, Jungwook Kim, Daegun Han, 2016 .

Development of Heavy Rain Damage Prediction Functions in the Seoul Capital Area Using Machine Learning Techniques

Jongsung Kim, Hung Soo Kim, Changhyun Choi, 2018, Journal of the Korean Society of Hazard Mitigation.

Estimations of Hazard-Triggering Rainfall and Breach Discharge of Aging Reservoir

H. Kim, Changhyun Choi, Jongsung Kim, 2019 .

Analysis of Heavy Rain Damage Considering Regional Characteristics

H. Kim, Changhyun Choi, Junhyeong Lee, 2018, Journal of the Korean Society of Hazard Mitigation.

Multiple-Depth Soil Moisture Estimates Using Artificial Neural Network and Long Short-Term Memory Models

H. Kim, R. Morrison, Changhyun Choi, 2021, Water.

Determination of Flood Reduction Alternatives for responding to climate change in Gyeongan Watershed

Changhyun Choi, Soojun Kim, Jaewon Jung, 2016 .

Applicability of Spatial Interpolation Methods for the Estimation of Rainfall Field

Huiseong Noh, H. Kim, Changhyun Choi, 2015 .

Development of Heavy Rain Damage Prediction Functions in the Seoul Capital Area Using Machine Learning Techniques

H. Kim, Changhyun Choi, Deokhwan Kim, 2018, Journal of the Korean Society of Hazard Mitigation.

Forest Parameter Estimation by Means of Multi-Baseline Pol-Insar Techniques: State-of-the-Art and Future Challenges

M. Pardini, K. Papathanassiou, A. Alonso-González, 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium.

Development and evaluation of wetland sustainability index for Binae Wetland, Korea

Jungwook Kim, Daegun Han, H. Kim, 2021 .