SQUIDLE+ in research and management

Used for national environmental reporting, marine park monitoring, machine learning, teaching and citizen science, and in many peer-reviewed studies.

Please cite: Friedman A et al. (2026) Squidle+: a collaborative platform to manage, discover and annotate marine imagery. Frontiers in Marine Science 12:1677103. doi.org/10.3389/fmars.2025.1677103

Read the paper Usage and impact