EcologybioRxivPreprint
Standardizing image-derived fish length-frequency distributions to reference measurements using bin-specific error matrices
Yasutoki Shibata, Yuka Iwahara, Haruhiko Hino…·Hirotaka Endo
The paper standardizes AI-derived fish length-frequency distributions using bin-specific error matrices to improve comparability across surveys.
DOI 10.64898/2026.07.06.736664