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SCIENCE · INVESTIGATE AND EXPLAIN

Separate wild fisheries from aquaculture tradeoffs

Explain depletion, bycatch and species-specific aquaculture impacts.

Learning outcome: Explain depletion, bycatch and species-specific aquaculture impacts.

Starting recap

A positive stock is not evidence that harvest matches replenishment.

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Try

1000 t stock plus 100 t net addition minus 150 t harvest leaves 950 t; a separate 100 t farm target at ratio 1.5 needs 150 t feed.

Open the experiment

Predict

Does farm output automatically restore a depleted wild population?

Experiment

Compare wild harvest 50, 100, 150 while holding farm ratio fixed, then change only farm ratio. Explain why the two ledgers do not exchange biomass.

Keep wild-stock and farm-feed ledgers distinct

Worked teaching model · synthetic values · Two separate fictional systems: wild stock begins 1000 t and has assigned net biological addition 100 t/yr; farm has target 100 t live-mass gain. No transfer of farm production into wild stock, density feedback or universal feed requirement.

Reset keeps your prediction, captures and practice history.

Original synthetic system; units differ by row
QuantityValueUnit
Wild net biological addition100t/yr
Wild harvest150t/yr
Wild final stock950t
Farm live-mass gain target100t
Farm dry feed input150t dry feed

Wild extraction exceeds assigned annual replenishment.

Aquaculture is not automatically a substitute for all wild catch. Species, feed sourcing, disease, escapes, effluent and siting matter; unfed shellfish or seaweed are outside this feed-based farm recipe.

Predict, change one control, and save contrasting captures. Reconstruct the balance with units; then explain a process the ledger deliberately leaves out. Display precision is not measurement precision.

Wild extraction exceeds assigned annual replenishment.

Aquaculture is not automatically a substitute for all wild catch. Species, feed sourcing, disease, escapes, effluent and siting matter; unfed shellfish or seaweed are outside this feed-based farm recipe.

Captures preserve recipes and replay their calculated results. They are synthetic model evidence, not physical measurements.

Understand

Distinguish an annual flow from population condition

The wild-stock recipe begins with 1000 tonnes and adds an assigned net biological 100 tonnes before harvest. Removing 150 leaves 950 tonnes. Removing 50 leaves 1050. Neither positive final number alone establishes whether the stock is depleted relative to an ecological reference or whether the fishing rate is sustainable over many years. In real fisheries, recruitment, growth, mortality and age structure vary; a fixed annual addition is a teaching simplification.

Explain fishing impacts and responses

Harvest can remove breeding adults and change food-web interactions. Gear can catch non-target organisms as bycatch; bottom-contact methods can disturb habitats. Monitoring catch alone can miss discarded mortality and changes in effort or catchability. Catch limits, protected areas, seasonal closures and more selective gear address different mechanisms. A rule needs population evidence, compliance monitoring and attention to displacement into other places or species.

Keep aquaculture accounting separate

The second ledger fixes farm live-mass gain at 100 tonnes. At 1.5 kilograms dry feed per kilogram gain, feed input is 150 tonnes. A ratio of two requires 200 tonnes. Feed mass and animal live mass contain different amounts of water, so this ratio is not a direct trophic-energy efficiency. The farm calculation does not put its fish into the wild stock or guarantee an equal reduction in wild catch.

Compare aquaculture systems rather than a single label

Fed finfish systems require feed and can release nutrients; crowding can affect disease transmission. Escapes can alter ecological interactions or genetics where compatible populations mix. Siting and waste treatment change risk, while recirculating systems have energy and infrastructure demands. Shellfish and seaweed can be cultivated without the external feed assumed here, so applying this model to them would be a category error. Feed origin matters: increasing farm output can shift pressure toward feed ingredients rather than simply remove it.

Design evidence for a substitution claim

A proposal claims that 100 tonnes of farm production will reduce wild harvest by 100 tonnes. Ask for changes in actual consumption, prices, exports and fishing effort, not only the farm yield. Compare wild-stock monitoring with a plausible counterfactual and track feed sourcing and habitat impacts. Additional supply can increase total consumption rather than displace exactly the same product.

Transfer and feedback

A changed wild stock of 800 tonnes adds 60 and loses 90 to harvest: final 770, a decline of 30. A separate 80-tonne farm target at ratio 1.25 needs 100 tonnes dry feed. Describe one intervention that addresses wild replenishment and one that addresses farm effluent. Neither balance is a population assessment, seafood purchasing recommendation or permission for field capture.

Food, livelihoods and production efficiency need their own evidence

Severe depletion can reduce food supply and fishing income as well as change ecological diversity. Aquaculture can concentrate production in a small water area and, in some systems, use less harvesting fuel than pursuing wild stocks. Benefits depend on species, feed, pumping, heating and management; they do not make every aquaculture system low-energy. Disease can spread among densely stocked animals and sometimes to wild populations, while escapes can create competition or interbreeding where biologically possible.

A fictional equal-output comparison assigns wild harvesting 40 fuel units and a farm 10, but the farm uses another 45 for pumping. Predict the ranking under the broader stated boundary: farm total 55 exceeds 40. If pumping instead uses 5, farm total becomes 15. Explain why a harvesting-only comparison cannot settle whole-system fuel use or whether displaced wild catch protects livelihoods.

Sources and evidence boundary

Original prose, scenarios and calculations. Framework topics checked 30 October 2026 against the AP course map and current clarifications. Mechanism references: NOAA sustainable seafood; NOAA aquaculture and environmental pathways. These are conceptual sources, not copied datasets or media. All numerical packets are synthetic. Saved captures and public feedback demonstrate practice, not a performed field investigation, engineering approval or independent mastery.

Exact-clause reconciliation checked 31 October 2026 against the official framework and Fall2026 corrections. Added packets are original, not operational prescriptions or current field statistics.

Apply

Wild stock 1000 t, net addition 100 t and harvest 150 t give final stock:

Public practice checks a specific claim. It does not establish independent mastery.

Use paired captures to reconstruct the quantitative claim, identify a displaced impact and propose a discriminating observation. Explain depletion, bycatch and species-specific aquaculture impacts.

Continue

Completion requires a saved prediction, at least one capture and a reflection. Presence checks do not grade your reasoning.

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