Research output per year
Research output per year
- 1 - 50 out of 140 results
Search results
-
2024
AHP and FAHP-based multi-criteria analysis for suitable dam location analysis: a case study of the Bagmati Basin, Nepal
Bastola, S., Shakya, B., Seong, Y., Kim, B. & Jung, Y., Nov 2024, In: Stochastic Environmental Research and Risk Assessment. 38, 11, p. 4209-4225 17 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Assessing the influence of climate change on multiple climate indices in Nepal using CMIP6 global climate models
Bastola, S., Cho, J., Kam, J. & Jung, Y., 1 Dec 2024, In: Atmospheric Research. 311, 107720.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Benchmarking the performance and uncertainty of machine learning models in estimating scour depth at sluice outlets
Le, X. H., Hien, L. T. T., Ho, H. V. & Lee, G., 1 Jul 2024, In: Journal of Hydroinformatics. 26, 7, p. 1572-1588 17 p.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Development of an overlaid concrete median barrier: Numerical studies and full-scale field tests
Jeong, Y., Lee, I., Lee, J. & Kim, W. S., 15 Sep 2024, In: Engineering Structures. 315, 118469.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Development of design method for the improvement of aquatic ecosystem habitat in urban stream using riffle structures
Park, K., Lee, K. S., Jung, Y. & Choo, I., Apr 2024, In: Ecological Engineering. 201, 107193.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Enhancing wildfire mapping accuracy using mono-temporal Sentinel-2 data: A novel approach through qualitative and quantitative feature selection with explainable AI
Van, L. N., Tran, V. N., Nguyen, G. V., Yeon, M., Do, M. T. T. & Lee, G., Jul 2024, In: Ecological Informatics. 81, 102601.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Evaluating the Performance of Light Gradient Boosting Machine in Merging Multiple Satellite Precipitation Products Over South Korea
Nguyen, G. V., Le, X. H., Van, L. N., Jung, S., Choi, C. & Lee, G., 2024, Proceedings of the 4th International Conference on Sustainability in Civil Engineering - ICSCE 2022. Nguyen-Xuan, T., Nguyen-Viet, T., Bui-Tien, T., Nguyen-Quang, T. & De Roeck, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 513-522 10 p. (Lecture Notes in Civil Engineering; vol. 344 LNCE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Impact resistance of recycled-PET fiber strengthened wave-dissipating concrete block considering rocking motion
Kim, K., Lee, M., Kim, W. S., Jeong, Y. & Lee, J., 15 Oct 2024, In: Ocean Engineering. 310, 118683.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Improving rainfall-runoff modeling in the Mekong river basin using bias-corrected satellite precipitation products by convolutional neural networks
Le, X. H., Kim, Y., Van Binh, D., Jung, S., Hai Nguyen, D. & Lee, G., Feb 2024, In: Journal of Hydrology. 630, 130762.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
National variability in soil organic carbon stock predictions: Impact of bulk density pedotransfer functions
Do, M. T. T., Van, L. N., Le, X. H., Nguyen, G. V., Yeon, M. & Lee, G., Dec 2024, In: International Soil and Water Conservation Research. 12, 4, p. 868-884 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Quantifying Predictive Uncertainty and Feature Selection in River Bed Load Estimation: A Multi-Model Machine Learning Approach with Particle Swarm Optimization
Le, X. H., Huynh, T. T., Song, M. & Lee, G., Jul 2024, In: Water (Switzerland). 16, 14, 1945.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Quantitative evaluation of uncertainty and interpretability in machine learning-based landslide susceptibility mapping through feature selection and explainable AI
Le, X. H., Choi, C., Eu, S., Yeon, M. & Lee, G., 2024, In: Frontiers in Environmental Science. 12, 1424988.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Underutilized Feature Extraction Methods for Burn Severity Mapping: A Comprehensive Evaluation
Nguyen Van, L. & Lee, G., Nov 2024, In: Remote Sensing. 16, 22, 4339.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Use of Disdrometer Dataset to Detect Kinetic Energy Expenditure and Rainfall Intensity Relationships
Van, L. N., Le, X. H., Nguyen, G. V., Yeon, M., Kim, Y. & Lee, G., 2024, Proceedings of the 4th International Conference on Sustainability in Civil Engineering - ICSCE 2022. Nguyen-Xuan, T., Nguyen-Viet, T., Bui-Tien, T., Nguyen-Quang, T. & De Roeck, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 503-511 9 p. (Lecture Notes in Civil Engineering; vol. 344 LNCE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
2023
A Novel Approach to Quantifying the Failure Modes of Concrete-Epoxy Interface
Ishaq, A. S., Jang, Y., An, D., Jeong, Y. & Youn, I., Mar 2023, In: Materials. 16, 6, 2376.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
A Novel Framework for Correcting Satellite-Based Precipitation Products for Watersheds with Discontinuous Observed Data, Case Study in Mekong River Basin
Lee, G., Nguyen, D. H. & Le, X. H., Feb 2023, In: Remote Sensing. 15, 3, 630.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Comparison of bias-corrected multisatellite precipitation products by deep learning framework
Le, X. H., Nguyen Van, L., Hai Nguyen, D., Nguyen, G. V., Jung, S. & Lee, G., Feb 2023, In: International Journal of Applied Earth Observation and Geoinformation. 116, 103177.Research output: Contribution to journal › Article › peer-review
Open Access19 Scopus citations -
Comparison of rainfall-runoff performance based on various gridded precipitation datasets in the Mekong River basin
Kim, Y., Le, X. H., Jung, S., Yeon, M. & Lee, G., Feb 2023, In: Journal of Korea Water Resources Association. 56, 2, p. 75-89 15 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Deep neural network-based discharge prediction for upstream hydrological stations: a comparative study
Le, X. H., Nguyen, D. H., Jung, S. & Lee, G., Dec 2023, In: Earth Science Informatics. 16, 4, p. 3113-3124 12 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Development of irrigation schedule and management model for sustaining optimal crop production under agricultural drought
Lee, T., Jang, W. S., Chun, B., Ahmad, M. J., Jung, Y., Kim, J. & Shin, Y., Jan 2023, In: Paddy and Water Environment. 21, 1, p. 31-45 15 p.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Development of Water Level Prediction Improvement Method Using Multivariate Time Series Data by GRU Model
Park, K., Seong, Y., Jung, Y., Youn, I. & Choi, C. K., Feb 2023, In: Water (Switzerland). 15, 3, 587.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Evaluation of Numerous Kinetic Energy-Rainfall Intensity Equations Using Disdrometer Data
Van, L. N., Le, X. H., Nguyen, G. V., Yeon, M., Do, M. T. T. & Lee, G., Jan 2023, In: Remote Sensing. 15, 1, 156.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Exploring the power of physics-informed neural networks for accurate and efficient solutions to 1D shallow water equations
Nguyen, V. G., Nguyen, V. L., Jung, S., An, H. & Lee, G., 2023, In: Journal of Korea Water Resources Association. 56, 12, p. 939-953 15 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Machine learning approaches for reconstructing gridded precipitation based on multiple source products
Nguyen, G. V., Le, X. H., Nguyen Van, L., May, D. T. T., Jung, S. & Lee, G., Aug 2023, In: Journal of Hydrology: Regional Studies. 48, 101475.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Machine learning for high-resolution landslide susceptibility mapping: case study in Inje County, South Korea
Le, X. H., Eu, S., Choi, C., Nguyen, D. H., Yeon, M. & Lee, G., 2023, In: Frontiers in Earth Science. 11, 1268501.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Mechanical characterization of recycled-PET fiber reinforced mortar composites treated with nano-SiO2 and mixed with seawater
Lee, M., Kim, K., Chung, C. W., Kim, W. S., Jeong, Y. & Lee, J., 15 Aug 2023, In: Construction and Building Materials. 392, 131882.Research output: Contribution to journal › Article › peer-review
14 Scopus citations -
Numerical and Experimental Analysis to Develop a SB6/H3 High Containment Level Concrete Median Barrier
Jeong, Y., Lee, I., Lee, J., Kim, K., Min, G. & Kim, W. S., Dec 2023, In: International Journal of Concrete Structures and Materials. 17, 1, 60.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Performance Comparison of Bias-Corrected Satellite Precipitation Products by Various Deep Learning Schemes
Le, X. H., Nguyen, D. H. & Lee, G., 2023, In: IEEE Transactions on Geoscience and Remote Sensing. 61, 4704012.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Removal Area of Deteriorated Concretes for Concrete Repairs
Jeong, Y., Lee, I., Min, G., Kim, K. & Kim, W., Feb 2023, In: Journal of the Korea Concrete Institute. 35, 1, p. 59-69 11 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Towards an efficient streamflow forecasting method for event-scales in Ca River basin, Vietnam
Le, X. H., Van, L. N., Nguyen, G. V., Nguyen, D. H., Jung, S. & Lee, G., Apr 2023, In: Journal of Hydrology: Regional Studies. 46, 101328.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
2022
A Case Study of Tidal Analysis Using Theory-Based Artificial Intelligence Techniques for Disaster Management in Taehwa River, South Korea
Kareem, K. Y., Seong, Y., Kim, K. & Jung, Y., Jul 2022, In: Water (Switzerland). 14, 14, 2172.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Assessment of Uncertainty in Grid-Based Rainfall-Runoff Model Based on Formal and Informal Likelihood Measures
Seong, Y., Choi, C. K. & Jung, Y., Jul 2022, In: Water (Switzerland). 14, 14, 2210.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Comprehensive relationships between kinetic energy and rainfall intensity based on precipitation measurements from an OTT Parsivel2 optical disdrometer
Van, L. N., Le, X. H., Nguyen, G. V., Yeon, M., May, D. T. T. & Lee, G., 2 Nov 2022, In: Frontiers in Environmental Science. 10, 985516.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Development of Deep Learning Models to Improve the Accuracy of Water Levels Time Series Prediction through Multivariate Hydrological Data
Park, K., Jung, Y., Seong, Y. & Lee, S., 1 Feb 2022, In: Water (Switzerland). 14, 3, 469.Research output: Contribution to journal › Article › peer-review
Open Access33 Scopus citations -
Evaluation of different erosion–entrainment models in debris-flow simulation
Lee, S., An, H., Kim, M., Lee, G. & Shin, H., Sep 2022, In: Landslides. 19, 9, p. 2075-2090 16 p.Research output: Contribution to journal › Article › peer-review
12 Scopus citations -
Flow rate prediction at Paldang Bridge using deep learning models
Seong, Y., Park, K. & Jung, Y., Aug 2022, In: Journal of Korea Water Resources Association. 55, 8, p. 565-575 11 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
LENS-GRM Applicability Analysis and Evaluation
Lee, S., Seong, Y. & Jung, Y., Dec 2022, In: Water (Switzerland). 14, 23, 3897.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Multi-step-ahead water level forecasting for operating sluice gates in Hai Duong, Vietnam
Ho, H. V., Nguyen, D. H., Le, X. H. & Lee, G., Jun 2022, In: Environmental Monitoring and Assessment. 194, 6, 442.Research output: Contribution to journal › Article › peer-review
13 Scopus citations -
Prediction of Concrete Fragments Amount and Travel Distance under Impact Loading Using Deep Neural Network and Gradient Boosting Method
Kim, K., Kim, W., Seo, J., Jeong, Y., Lee, M. & Lee, J., 1 Feb 2022, In: Materials. 15, 3, 1045.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Quantitative Image Analysis of Concrete-Epoxy Interface Failure Mode Subjected to Sustained Load and Temperature
Jeong, Y. & Kim, W., 1 Feb 2022, In: Journal of the Korea Concrete Institute. 34, 1, p. 13-21 9 p.Research output: Contribution to journal › Article › peer-review
-
Quantitative measure of concrete fragment using ANN to consider uncertainties under impact loading
Kim, K., Kim, W. S., Seo, J., Jeong, Y. & Lee, J., Dec 2022, In: Scientific Reports. 12, 1, 11248.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Surface soil moisture memory using stored precipitation fraction in the Korean peninsula
Kim, K., Lee, S., Lee, Y., Yeon, M., Lee, G. & Choi, M., Feb 2022, In: Journal of Korea Water Resources Association. 55, 2, p. 111-120 10 p.Research output: Contribution to journal › Article › peer-review
-
The amount prediction of concrete fragments after impact using smoothed particle hydrodynamics
Kim, K., Kim, W. S., Seo, J., Jeong, Y. & Lee, J., Jan 2022, In: Engineering Failure Analysis. 131, 105882.Research output: Contribution to journal › Article › peer-review
11 Scopus citations -
2021
Analysis of net erosion using a physics-based erosion model for the Doam dam basin in Korea
Yeon, M., Kim, S., Shin, H., An, H., Lee, D., Jung, S. & Lee, G., 1 Oct 2021, In: Water (Switzerland). 13, 19, 2663.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Application of convolutional autoencoder for spatiotemporal bias-correction of radar precipitation
Jung, S., Oh, S., Lee, D., Le, X. H. & Lee, G., Jul 2021, In: Journal of Korea Water Resources Association. 54, 7, p. 453-462 10 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Application of deep learning method for decision making support of dam release operation
Jung, S., Le, X. H., Kim, Y., Choi, H. & Lee, G., Dec 2021, In: Journal of Korea Water Resources Association. 54, S-1, p. 1095-1105 11 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Application of random forest algorithm for merging multiple satellite precipitation products across South Korea
Nguyen, G. V., Le, X. H., Van, L. N., Jung, S., Yeon, M. & Lee, G., 1 Oct 2021, In: Remote Sensing. 13, 20, 4033.Research output: Contribution to journal › Article › peer-review
Open Access40 Scopus citations -
Comparison of Deep Learning Techniques for River Streamflow Forecasting
Le, X. H., Nguyen, D. H., Jung, S., Yeon, M. & Lee, G., 2021, In: IEEE Access. 9, p. 71805-71820 16 p., 9423961.Research output: Contribution to journal › Article › peer-review
Open Access100 Scopus citations -
Investigating behavior of six methods for sediment transport capacity estimation of spatial-temporal soil erosion
Van, L. N., Le, X. H., Nguyen, G. V., Yeon, M., Jung, S. & Lee, G., 1 Nov 2021, In: Water (Switzerland). 13, 21, 3054.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Performance evaluation and prediction of asr-deteriorated concrete median barrier subjected to impact loading
Jeong, Y., Lee, I., Lee, J., Min, G. & Kim, W., Feb 2021, In: Journal of the Korea Concrete Institute. 33, 1, p. 11-20 10 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations