Reconstructing Tornadoes in 3D with Gaussian Splatting

Accurately reconstructing the 3D structure of tornadoes is critically important for understanding and preparing for this highly destructive weather phenomenon. While modern 3D scene reconstruction techniques, such as 3D Gaussian splatting (3DGS), could provide a valuable tool for reconstructing the 3D structure of tornados, at present we are critically lacking a controlled tornado dataset with which to develop and validate these tools. In this work we capture and release a novel multiview dataset of a small lab-based tornado. We demonstrate one can effectively reconstruct and visualize the 3D structure of this tornado using 3DGS.

Publication Details

Journal
ArXiv.org
Published
2025-06-23
Primary Topic
Computer Graphics and Visualization Techniques
Type
article
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article

Reconstructing Tornadoes in 3D with Gaussian Splatting

ArXiv.org
Computer Graphics and Visualization Techniques
article

Reconstructing Tornadoes in 3D with Gaussian Splatting

article en

Abstract

Accurately reconstructing the 3D structure of tornadoes is critically important for understanding and preparing for this highly destructive weather phenomenon. While modern 3D scene reconstruction techniques, such as 3D Gaussian splatting (3DGS), could provide a valuable tool for reconstructing the 3D structure of tornados, at present we are critically lacking a controlled tornado dataset with which to develop and validate these tools. In this work we capture and release a novel multiview dataset of a small lab-based tornado. We demonstrate one can effectively reconstruct and visualize the 3D structure of this tornado using 3DGS.

ArXiv.org
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Computer Graphics and Visualization Techniques
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Reconstructing Tornadoes in 3D with Gaussian Splatting · ArXiv.org (2025) | TGRS Research Map | TGRS