Accounting for uncertainty in real-time flood inundation mapping using HAND model: Iowa case study Z Li, J Mount, I Demir Natural Hazards 112 (1), 977-1004, 2022 | 69* | 2022 |
U-net-based semantic classification for flood extent extraction using SAR imagery and GEE platform: A case study for 2019 central US flooding Z Li, I Demir Science of The Total Environment 869, 161757, 2023 | 54 | 2023 |
A comprehensive web-based system for flood inundation map generation and comparative analysis based on height above nearest drainage Z Li, I Demir Science of The Total Environment 828, 154420, 2022 | 42 | 2022 |
Comparative analysis of performance and mechanisms of flood inundation map generation using Height Above Nearest Drainage Z Li, F Quintero Duque, T Grout, B Bates, I Demir Environmental Modelling & Software 159, 2023 | 16 | 2023 |
Better localized predictions with Out-of-Scope information and Explainable AI: One-Shot SAR backscatter nowcast framework with data from neighboring region Z Li, I Demir ISPRS Journal of Photogrammetry and Remote Sensing 207, 92-103, 2024 | 11 | 2024 |
MA-SARNet: A one-shot nowcasting framework for SAR image prediction with physical driving forces Z Li, Z Xiang, BZ Demiray, M Sit, I Demir ISPRS journal of photogrammetry and remote sensing 205, 176-190, 2023 | 10 | 2023 |
Flood sequence mapping with multimodal remote sensing under the influence of dense vegetation Z Li, I Demir International Journal of Remote Sensing 45 (4), 1059-1078, 2024 | 5* | 2024 |
Integrating Generative AI in Hackathons: Opportunities, Challenges, and Educational Implications R Sajja, C Erazo, Z Li, BZ Demiray, Y Sermet, I Demir arXiv preprint arXiv:2401.17434, 2024 | 3 | 2024 |
MultiRS flood mapper: a google earth engine application for water extent mapping with multimodal remote sensing and quantile-based postprocessing Z Li, I Demir Environmental Modelling & Software 176, 106022, 2024 | 2 | 2024 |
EarthObsNet: A Comprehensive Benchmark Dataset for Data-Driven Earth Observation Image Synthesis Z Li, MY Sermet, I Demir EarthArXiv, 2024 | | 2024 |
MA-SARNets: One-Shot SAR Backscatter Nowcast Frameworks with Physical Driving Forces and Out-of-Scope Information Z Li, I Demir AGU23, 2023 | | 2023 |
U-Net-Based Semantic Classification for Flood Extent Extraction Using SAR Images: A Case Study for 2019 Central US Flooding Z Li, I Demir AGU Fall Meeting Abstracts 2022, NH45B-0463, 2022 | | 2022 |
Understanding the Mechanisms Behind the Performance of HAND Flood Inundation Model F Quintero, Z Li, I Demir, T Grout, B Bates Frontiers in Hydrology 2022, 113-04, 2022 | | 2022 |
A Comprehensive Web-based System for Flood Inundation Mapping and Analysis Based on Height Above Nearest Drainage Z Li, I Demir AGU Fall Meeting Abstracts 2021, H35N-1201, 2021 | | 2021 |
Interactive and Real-time Flood Inundation Mapping on Client-Side Web Systems I Demir, A Hu, Z Li, A Manazir AGU Fall Meeting Abstracts 2019, H13J-1826, 2019 | | 2019 |