遇见数据集

Metocean and climate information input to the Disaster Impact Estimation Prediction model

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Gulf Research Initiative2025-05-28 更新2026-06-03 收录
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National Centers for Environmental Information (NCEI) collect data at weather/climate stations, from radars, weather balloons, moored buoys in the ocean, ships, airplanes, satellites, and from computer models. Data provided are for tropical weather events (hurricanes and tropical storms) associated with FEMA-declared disasters in Texas from 2017-2024. NCEI data were provided for coastal NOAA climate divisions in Texas (East 4804, Texas Lower Valley 4810, Texas South Central 4807, Texas Southern 4809, Texas Upper Coast 4808). Data was input into the Disaster Impact Estimation Prediction model, which relates historical climate and disaster impact statistics with geo-tagged social media posts to predict disaster and financial impacts. Associated datasets are O1.x158:000:0001 (https://doi.org/10.7266/re20k34s, stakeholder survey assessment), O1.x158:000:0002 (model GUI and code), O1.x158:000:0003 (https://doi.org/10.7266/9eb44a2x, curated social media data), and O1.x158.000:0004 (https://doi.org/10.7266/t7mtn8m6, FEMA disaster impact statistics).

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2025-05-28
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