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"Unified Preprocessed Weather-Radar Nowcasting Datasets: SEVIR-VIL + HKO-7 + MeteoNet"

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DataCite Commons2026-02-16 更新2026-05-03 收录
下载链接:
https://ieee-dataport.org/documents/unified-preprocessed-weather-radar-nowcasting-datasets-sevir-vil-hko-7-meteonet
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资源简介:
"This dataset release provides a unified, preprocessed benchmark pack for precipitation nowcasting across three widely used weather-radar datasets: SEVIR (VIL), HKO-7 radar echo, and MeteoNet radar. All three sources are converted into a consistent spatiotemporal tensor format with harmonized data organization, enabling drop-in training and evaluation of deep learning nowcasting models under a single pipeline. The release includes standardized train\/validation\/test splits, per-sample sequences of past observations and future targets (e.g., [N_in] input frames \u2192 [N_out] forecast frames at [\u0394t] intervals), and basic metadata needed for reproducible experiments. By consolidating multiple radar benchmarks with consistent preprocessing, this pack supports fair cross-dataset comparisons, robustness studies, and uncertainty-aware nowcasting research. Original dataset licenses and attributions apply; this package distributes processed derivatives for research use."
提供机构:
IEEE DataPort
创建时间:
2026-02-16
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