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We often hear claims about the environmental impacts of products – ever wondered how the metrics for these come about? Life Cycle Assessment (LCA) is the most common and standardised environmental impact evaluation. After systematically reviewing 16 peer-reviewed LCAs covering 37 shrimp aquaculture cycles, we found a fragmented landscape where the numbers don’t always reflect reality.
Our three key takeaways are:
1. Methodology skews reality: Reported impacts vary by more than fifty-fold across key categories. We found that methodological choices result in larger differences in global warming estimates for identical farm data than the actual differences in farming practices.
2. Analytical blind spots exist: This methodological dominance is amplified because most studies systematically neglect critical environmental pressures. Crucial factors like land-use change (including mangrove deforestation), biodiversity loss, and antibiotic use are often entirely left out of the equation, despite being key concerns of the sector.
3. Transparency is lacking: Out of the 16 studies we reviewed, only five provided sufficient data that would allow for reproducibility, and therefore, harmonisation with the same methodology.
If LCAs are going to be the standard for policymaking and sustainability transitions, we have to tackle these gaps. We recommend transparent reporting via open-access platforms like HESTIA. This provides consistent background data and models, enabling researchers and farmers to accurately benchmark performances against other systems and products, and ultimately identify true resource efficiencies and sustainable food systems.
This graphic maps the real-world environmental challenges of shrimp farming against the impact categories used to measure them. The lines connect activities to resulting environmental impacts. The blue shading reveals how many of the 16 reviewed studies actually assessed each category.

Read the full open-access paper in Reviews in Aquaculture: https://onlinelibrary.wiley.com/doi/10.1111/raq.70132
A big thank you to my supervisors and co-authors Patrik Henriksson, E.J. Milner-Gulland, Henry Travers, and Joseph Poore, as well as our financial supporters (WorldFish via the CGIAR Trust Fund, Login5 Foundation, and the Heinrich-Böll-Stiftung, among others), ICCS, the Department of Biology and the Oxford Martin School.