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Author

Peng-Bo Xu

2 papers indexed here

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2026

HiFA-Diff: A High-Frequency-Aware Diffusion Framework for Meteorological Downscaling to 1-km Resolution

High-resolution meteorological fields at the kilometer scale are essential for urban forecasting, renewable energy scheduling, and climate resilience planning. However, publicly available datasets such as ERA5 remain limited to coarse resolutions, making it difficult to reconstruct fine-scale atmospheric patterns such...

Mingzhe Lyu, Peng-Bo Xu, Juan Zhang et al. · 0 citations
Open access Aug 2026

YRD1km: A 1-km Hourly High-Resolution Regional Reanalysis Dataset over the Yangtze River Delta with Emphasis on Thermodynamic Structure

High-resolution atmospheric thermodynamic information is essential for resolving localized weather processes in complex urbanized regions such as the Yangtze River Delta (YRD). However, existing global reanalysis products are limited by coarse spatial resolution, constraining their ability to represent fine-scale the...

Yan-An Liu, Zheng-Yan Zhang, Tian-Yue Zeng et al. · 0 citations

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