Convolutional neural network (CNN) with metaheuristic optimization algorithms for landslide susceptibility mapping in Icheon, South Korea WL Hakim, F Rezaie, AS Nur, M Panahi, K Khosravi, CW Lee, S Lee Journal of environmental management 305, 114367, 2022 | 92 | 2022 |
Land subsidence susceptibility mapping in jakarta using functional and meta-ensemble machine learning algorithm based on time-series InSAR data WL Hakim, AR Achmad, CW Lee Remote Sensing 12 (21), 3627, 2020 | 65 | 2020 |
Convolutional neural network and long short-term memory algorithms for groundwater potential mapping in Anseong, South Korea WL Hakim, AS Nur, F Rezaie, M Panahi, CW Lee, S Lee Journal of Hydrology: Regional Studies 39, 100990, 2022 | 37 | 2022 |
Land subsidence measurement of Jakarta coastal area using time series interferometry with Sentinel-1 SAR data WL Hakim, AR Achmad, J Eom, CW Lee Journal of Coastal Research 102 (SI), 75-81, 2020 | 28 | 2020 |
Characterization of turbidity water sensor SEN0189 on the changes of total suspended solids in the water WL Hakim, L Hasanah, B Mulyanti, A Aminudin Journal of Physics: Conference Series 1280 (2), 022064, 2019 | 27 | 2019 |
A design and performance analysis of a telemetry system for remote monitoring of turbidity of water during the covid-19 pandemic L Hasanah, WL Hakim, A Aminudin, SK Sahari, B Mulyanti Indonesian Journal of Science and Technology 5 (2), 299-307, 2020 | 24 | 2020 |
A review on remote sensing and GIS applications to monitor natural disasters in Indonesia WL Hakim, CW Lee Korean Journal of Remote Sensing 36 (6_1), 1303-1322, 2020 | 22 | 2020 |
InSAR time-series analysis and susceptibility mapping for land subsidence in Semarang, Indonesia using convolutional neural network and support vector regression WL Hakim, MF Fadhillah, S Park, B Pradhan, JS Won, CW Lee Remote Sensing of Environment 287, 113453, 2023 | 20 | 2023 |
Mapping of landslide potential in Pyeongchang-gun, South Korea, using machine learning meta-based optimization algorithms MF Fadhillah, WL Hakim, M Panahi, F Rezaie, CW Lee, S Lee The Egyptian Journal of Remote Sensing and Space Science 25 (2), 463-472, 2022 | 16 | 2022 |
Surface deformation simulation for InSAR detection using a machine learning approach on the hantangang river volcanic field: A case study on the orisan mountain MF Fadhillah, WL Hakim, S Park, D Kim, YC Park, CH Kim, CW Lee Frontiers in Environmental Science 10, 968120, 2022 | 6 | 2022 |
Estimating the Pre-Historical volcanic eruption in the Hantangang River volcanic field: Experimental and simulation study WL Hakim, S Ramayanti, S Park, B Ko, DK Cheong, CW Lee Remote Sensing 14 (4), 894, 2022 | 6 | 2022 |
Land Subsidence Monitoring in Semarang, Indonesia through Optimized Hot Spot Analysis based on Time-Series InSAR Processing WL Hakim, SK Lee, CW Lee 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 3789 …, 2021 | 4 | 2021 |
Land Subsidence and Groundwater Storage Assessment Using ICOPS, GRACE, and Susceptibility Mapping in Pekalongan, Indonesia WL Hakim, MF Fadhillah, KJ Lee, SJ Lee, SH Chae, CW Lee IEEE Transactions on Geoscience and Remote Sensing, 2023 | 2 | 2023 |
Mapping land subsidence in pekalongan, Indonesia using time series interferometry and optimized hot spot analysis with sentinel-1 SAR data WL Hakim, SK Lee, CW Lee EGU21, 2021 | 1 | 2021 |
Multitemporal analysis of land subsidence induced by open-pit mining activity using improved combined scatterer interferometry with deep learning algorithm optimization MF Fadhillah, WL Hakim, S Lee, KJ Lee, SJ Lee, SH Chae, H Lee, ... Scientific Reports 14 (1), 6311, 2024 | | 2024 |
Liquefaction Phenomenon Identification from post-Pohang Earthquake 2017, South Korea based Integrated SAR and optical imagery data using a machine-learning approach MF Fadhillah, WL Hakim, SJ Park, CW Lee | | 2024 |
Land Subsidence Estimation on Coastal Land Using Improved Combined Scaterers Interferometry with Optimization (ICOPS) Approach for Insar Time Series MF Fadhillah, WL Hakim, S Ramayanti, B Kim, S Park, CW Lee IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
Integrating ICOPS Time-Series InSAR Measurement with the Convolutional Neural Network (CNN) and Optimized Hot Spot Analysis (OHSA) to Monitor Land Subsidence in Pekalongan … WL Hakim, MF Fadhillah, B Kim, S Park, CW Lee IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
Basaltic Lava Flow Simulation on Prehistorical Eruption of Hantangang Volcanic Field using Q-LAVHA WL Hakim, MF Fadhillah, CW Lee 대한지질학회 학술대회, 178-178, 2021 | | 2021 |
Surface Deformation Analysis using a Novel Application of Improved Combined Scatterers Interferometry with Optimized Point Scatterers (ICOPS) MF Fadhillah, WL Hakim, S Ramayanti, CW Lee 대한지질학회 학술대회, 281-281, 2021 | | 2021 |