SF2Bench: South Florida Compound Flooding Benchmark Dataset
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http://dataverse.fiu.edu:8080/citation?persistentId=doi:10.34703/gzx1-9v95/GCVWG7
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SF2Bench is a comprehensive multi-factor time-series dataset for compound flooding analysis in South Florida. The dataset includes 2,452 monitoring stations spanning 2015-2024, covering water level, rainfall, groundwater, pump operations, and gate operations across South Florida (Miami-Dade, Broward, Palm Beach, Martin, St. Lucie counties). Data is processed into hourly intervals with quality flags and interpolation indicators.Dataset Structure:This collection contains 5 sub-datasets, one for each data type:WATER: Water level monitoring stations (993 stations)RAIN: Rainfall monitoring stations (349 stations)WELL: Groundwater monitoring stations (582 stations)PUMP: Pump operation stations (99 stations)GATE: Gate control stations (429 stations)Data Access:Dataverse Sub-Datasets: Download individual ZIP files from the 5 sub-datasets linked belowPelican OSDF: osdf://envistor/compound-flood (For HPC and distributed workflows)ArcGIS Online: Interactive maps showing all station locations with metadataInteractive Maps (AGOL):WATER Stations: https://FIUGIS.maps.arcgis.com/home/item.html?id=c2afbfdd1eb740b2bf1faf5a166ad641RAIN Stations: https://FIUGIS.maps.arcgis.com/home/item.html?id=a4d84c4e56ed49918a51f7abcaf13a0dWELL Stations: https://FIUGIS.maps.arcgis.com/home/item.html?id=439a4b1842fb4f1b9f8e61472567ff7dPUMP Stations: https://FIUGIS.maps.arcgis.com/home/item.html?id=fe3cd60e7f67423dae638f02aa062febGATE Stations: https://FIUGIS.maps.arcgis.com/home/item.html?id=25e95491bd52477292a24998ca57863dTemporal Coverage: 2015-2024Spatial Coverage: South Florida region (Lon: -81.88 to -80.05, Lat: 25.20 to 28.80)Related Resources:Source Code: https://github.com/AslanDing/SFBench (Source code related to the paper)Paper: https://arxiv.org/abs/2506.04281Citation:Zheng, X., Lin, C., Chen, S., Chen, Z., Shi, J., Cheng, W., Obeysekera, J., Liu, J., & Luo, D. (2025). SF2Bench: Evaluating Data-Driven Models for Compound Flood Forecasting in South Florida. arXiv:2506.04281. https://arxiv.org/abs/2506.04281
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FIU Research Data Portal
创建时间：
2026-03-04
