RoofNet is a multimodal dataset pairing high-resolution Earth observation imagery with roof material annotations from diverse global locations to support vision-language models for hazard exposure mapping.
Bracing for impact: how shifting precipitation extremes may influence physical climate risks in an uncertain future.Scientific Reports, 14(1):17398, July
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RoofNet: A Global Multimodal Dataset for Roof Material Classification
RoofNet is a multimodal dataset pairing high-resolution Earth observation imagery with roof material annotations from diverse global locations to support vision-language models for hazard exposure mapping.