Funding for this research was provided by:
Youth Science and Technology Innovation Program of Anhui and Huaihe River Institute of Hydraulic Research (KY202503)
Article History
Received: 25 May 2026
Accepted: 28 August 2026
First Online: 11 September 2026
Declarations
Code availability: The source code implementing anomaly detection, health scoring, spatial reconstruction and the controlled revision experiments is available in the Zenodo repository at . The active development repository is available at .
Competing interests: The authors declare no competing interests.