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anon676767/faroewrf-500

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Hugging Face2026-05-04 更新2026-05-31 收录
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FaroeWRF-500 是一个用于法罗群岛1小时提前天气预测的500米WRF+观测基准数据集。该数据集以HDF5格式提供,大小为16 GB,涵盖从2025年3月1日到2026年3月31日的时间周期(397天,8867个每小时时间步)。网格大小为300×200个单元格,水平分辨率为500米,基于WRF d02域。数据集包含28个气象站(23个Landsverk RWIS站和5个Vedur AWS站)的观测数据,时间频率包括每小时(所有28个站)、每5分钟(所有28个站)和每1分钟(5个Vedur站)。WRF变量包括U10、V10、T2、Q2、PSFC、PBLH、HFX、LH、SWDOWN和GLW,在网格和站点位置均有提供。观测变量包括风速、风向、阵风、气温、气压(QFE和QFF)、相对湿度和降水。数据集旨在评估机器学习天气模拟器在复杂海岸地形上的性能,支持地形分层评估、风向条件分析和风暴强度分层。数据来源包括法罗群岛气象局的WRF d02输出、Landsverk的道路气象站观测和Vedur的自动气象站观测。

FaroeWRF-500 is a 500 m WRF + observation benchmark for 1-hour-ahead weather forecasting over the Faroe Islands. The dataset is provided in HDF5 format with a size of 16 GB, covering the period from 2025-03-01 to 2026-03-31 (397 days, 8867 hourly timesteps). It features a grid of 300 × 200 cells with a 500 m horizontal resolution based on WRF d02 domain. The dataset includes observations from 28 stations (23 Landsverk RWIS and 5 Vedur AWS) with cadences of hourly (all 28 stations), 5-minute (all 28), and 1-minute (5 Vedur). WRF variables, available at both grid and station locations, include U10, V10, T2, Q2, PSFC, PBLH, HFX, LH, SWDOWN, and GLW. Observation variables include wind speed, wind direction, wind gust, air temperature, air pressure (QFE and QFF), relative humidity, and precipitation. It is designed to evaluate machine-learning weather emulators on heterogeneous coastal terrain, supporting terrain-stratified evaluation, sector-conditioned analysis by wind direction, and storm-intensity stratification. Sources include WRF d02 outputs from the Faroese Meteorological Institute, Landsverk road-weather station observations, and Vedur automatic weather station observations.

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