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Author

Emily M. Lane

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#data science Dataset Open access Nov 2026

TG-PFT benchmark: Fine-grid topographic features and the rainfall and storm tide of Cyclone Gabrielle for the Gisborne catchment, New Zealand

This dataset contains inputs of the BG-Flood simulations in the paper “TG-PFT: A Topography-Guided Progressive Focused Transformer for Flood Map Downscaling”. It covers the entire Waipaoa catchment of Gisborne (Tairāwhiti) region of Aotearoa New Zealand (2652 square kilometers), and holds the fine-grid topographic feat...

Zhonghou Xu, Zihao Luo, Conrad R. Zorn et al. · 1 citation
#data science Dataset Open access Nov 2026

TG-PFT benchmark: Paired coarse- and fine-grid flood maps of the Gisborne catchment, New Zealand, at four downscaling factors

This dataset contains the paired coarse- and fine-grid flood maps of the paper “TG-PFT: A Topography-Guided Progressive Focused Transformer for Flood Map Downscaling”. It covers the entire Waipaoa catchment of Gisborne (Tairāwhiti) region of Aotearoa New Zealand (2652 square kilometers).The flood maps of the water dept...

Zihao Luo, Zhonghou Xu, Conrad R. Zorn et al. · 1 citation

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