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moritzrengert1/
wildfire_global

Name: wildfire_global
Creator: moritzrengert1
License: https://spdx.org/licenses/CC-BY-4.0.html

image-classification

visual-question-answering

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	A Globally Balanced Wildfire Satellite Dataset for VLM Bias Evaluation




	
	Overview

This is a geographically balanced dataset of wildfire events captured by Sentinel-2 satellite imagery, designed to benchmark vision-language models (VLMs) on wildfire detection and burn severity estimation across diverse global regions. Each sample consists of a paired pre-fire and post-fire RGB chip (224×224 px, 10 m GSD) with continuous dNBR ground truth derived from Sentinel-2 NIR/SWIR… See the full description on the dataset page: https://huggingface.co/datasets/moritzrengert1/wildfire_global.