Learn

Learning preferences

Make learning more comfortable. Changes apply immediately.

Enlarges page content, including diagrams and their labels. You can also use your browser’s zoom.

Choose the colours that are easiest for you to distinguish. Applies to lesson diagrams and lab plots. Labels, shapes, hatching and line patterns also distinguish meanings. Source photographs and raw image brightness stay unchanged; mask-only views are available for image overlays.

ExampleComparisonSample link

Saved in this browser on this device. Preferences are separate from progress backups.

SCIENCE · INVESTIGATE AND EXPLAIN

Trace energy pathways and test a food-web explanation

Analyze trophic energy and distinguish a conditional pathway model from causal population evidence.

Learning outcome: Analyze trophic energy and distinguish a conditional pathway model from causal population evidence.

Starting recap

Energy moves from resource to consumer; nutrients cycle but usable energy does not.

All lessons are open directly. Your saved experiments remain when you leave and return.

Try

NPP 10000 sends 6000 to grazing and 4000 to direct detritus. At 10%, herbivore production 600 and predator production 60 result.

Open the experiment

Predict

Does doubling efficiency double predator production across two consumer steps?

Experiment

At NPP 10000 compare 5,10,20% efficiency. Compute the predator ratio and account for the first-step residual. Propose a perturbation study rather than assuming the static calculation proves population control.

Trace two routes of trophic energy

Worked teaching model · synthetic values · Synthetic food web allocates60% of NPP to a grazed path and40% directly to a detrital path. One common production-transfer efficiency is assigned at each step; it is variable, not a universal10%. Consumer-level residual includes respiration and detritus, not heat alone.

Reset keeps your prediction, captures and practice history.

Conditional calculations, not measured observations
QuantityValueUnit
Producer NPP10000kJ/m²/yr
Grazed energy input6000kJ/m²/yr
Direct detrital input4000kJ/m²/yr
Herbivore production600kJ/m²/yr
Detrital-consumer production400kJ/m²/yr
Predator production via herbivores60kJ/m²/yr
Grazing-path first-step residual5400kJ/m²/yr

Each consumer step reduces production available onward under the assigned efficiency.

Arrows point from resource to consumer. Detritivores and decomposers return nutrients, not usable energy, to producers. Residual energy can enter detrital routes or dissipate as heat; this simple graph omits subsequent detrital transfers and population feedback.

Predict before changing a control. Save two contrasting captures and explain what is held fixed. Displayed digits are calculation precision, not experimental uncertainty.

Each consumer step reduces production available onward under the assigned efficiency.

Arrows point from resource to consumer. Detritivores and decomposers return nutrients, not usable energy, to producers. Residual energy can enter detrital routes or dissipate as heat; this simple graph omits subsequent detrital transfers and population feedback.

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

Understand

Read arrows as transfers, not rank

A food chain traces one path from a resource to its consumer. A food web joins several such paths. Producers form organic matter from inorganic sources; primary consumers feed on producers; secondary and tertiary consumers feed farther along particular paths. Omnivores can occupy more than one trophic position depending on what they eat. An arrow points from the consumed resource toward the consumer receiving matter and energy.

Detritivores ingest dead material; decomposers break down organic material and release nutrients into forms that can be reused. Both are essential to cycling matter. They do not recycle usable energy back into the producer level. Energy ultimately dissipates as heat, so energy accounting and nutrient cycling require different claims.

An explicit two-route energy model

Assign producer NPP of 10,000 kJ/m²/yr. The original synthetic web sends 60% into a grazed route and 40% directly into a detrital route. Those inputs are 6,000 and 4,000. With a stipulated production-transfer efficiency of 10%, herbivore production is 600 and first detrital-consumer production is 400. Predator production via herbivores is 60 after another 10% transfer.

The “10% rule” is a useful approximation, not a universal fixed efficiency. Our control lets you compare 5%, 10% and 20% efficiencies. At 20%, herbivore production is 1,200 and predator production is 240. Doubling both consumer-step efficiencies quadruples the two-step output because two factors of two multiply.

The first grazing-step residual is 6,000−600=5,400. Do not label all of it immediate heat: it includes material not converted into consumer production, such as waste entering detrital pathways, as well as respiration. This limited graph does not follow all later detrital transfers. It displays the boundary honestly rather than inventing a closed whole-web budget.

A static transfer graph does not predict a cascade

Removing a predator can release herbivores from predation and thereby increase grazing pressure, but this is a hypothesis about population and interaction dynamics. The arithmetic ledger has no births, deaths, adaptive feeding or alternative prey. It cannot prove that every predator removal causes the same vegetation response.

Competition, disease, immigration and resource limitation offer alternative explanations for changed counts. For a virtual study design, compare replicated treatment and reference plots before and after a predator-access manipulation, with ethically appropriate methods designed by qualified investigators. A sham treatment can test whether the enclosure itself affects light, moisture or movement. The learner is not asked to trap, remove or harm organisms.

Transfer with two competing explanations

Suppose herbivore abundance rises after a predator decline, but producer production also rises following unusual rainfall. Predator release and increased food supply may both contribute. Describe observations or a factorial design that could distinguish their effects. State the response variable, replication, treatment timing and one remaining limitation.

For NPP 20,000 and 5% efficiency, calculate 12,000 entering grazing, 600 herbivore production and 30 predator production. Compare that with the original 10,000/10% case: the higher producer production does not guarantee greater top-consumer production when transfer efficiencies differ. Justify the comparison with both the energy path and its assumptions, not a memorized pyramid alone.

Conservation and feedback do not mean energy recycling

A positive indirect effect is not itself a feedback loop: a loop must return to its starting variable. In a hypothetical lake, more submerged vegetation traps sediment, reducing turbidity; reduced turbidity increases light, which supports more submerged vegetation. Vegetation→turbidity is negative, turbidity→light negative, and light→vegetation positive: the closed product is positive, a reinforcing loop under these assumptions. A loss of vegetation can therefore reinforce further loss as well. Predict the effect of changing the final link so greater light no longer increases vegetation because nutrients are limiting: the reinforcing response weakens or disappears. This is a mechanism hypothesis, not proof of inevitable runaway growth or collapse.

The first law requires energy accounting: transferred chemical energy is transformed, not destroyed. The second law explains why transformations spread energy into less available forms such as heat; organisms require continuing usable energy input. In most surface ecosystems sunlight supplies that input. Nutrient atoms can return through decomposition while the previously dissipated energy does not return as new usable sunlight.

An original signed-effect chain gives predators a negative effect on herbivores and herbivores a negative effect on plant biomass. Predict the indirect predator effect on plants: multiplying two negative links gives a positive effect under those assumptions. A rise in plants that supports more herbivores creates a negative plant–herbivore feedback loop because more herbivores subsequently reduce plants. Change the packet so herbivores mainly eat a competing plant rather than the focal plant: the focal-plant response can reverse. Explain which link changed rather than assuming every food web has the same cascade. These qualitative signs are hypotheses requiring evidence, not population forecasts from the static energy ledger.

Sources and investigation boundary

Original explanations and synthetic calculations aligned with AP Environmental Science topics 1.9–1.11. Framework checked 30 October 2026: College Board course at a glance and Fall 2026 clarifications. These are public teaching materials, not official exam questions. Computational captures do not establish field measurements, independent mastery or supervised hands-on laboratory time.

Clause reconciliation source checked 31 October 2026: official course framework, interpreted with the linked Fall 2026 corrections. The added comparisons are original supplied-data teaching exercises.

Apply

Changing both consumer-step efficiencies from 10% to 20% changes predator production via herbivores by:

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

Use your contrasting captures to justify a claim with units, one limitation and a changed-case prediction. Analyze trophic energy and distinguish a conditional pathway model from causal population evidence.

Continue

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

Skipping retains experiments and awards no mastery.

Save a science backup or import one

Science work is stored locally in this browser, separately from mathematics and AI. It does not sync automatically. Use this science-only backup; this checkout's older all-subject export does not include science.

A legacy file is available only when the complete snapshot fits the 36 MB limit. For larger snapshots, prepare a complete file set below; never discard notebooks to make a smaller file.

Matching imported notebook drafts replace their current drafts. Omitted lessons and known first attempts remain. Export your current work first if you want to retain both drafts.

Complete file sets and course backups

A file set can hold more work than one science file. Keep its manifest and every part together. Each file is limited to 36 MB. This format needs this version of LearnAI or a compatible newer version; older versions can use only the legacy single-file backup above.

The set includes every saved science course and global continuation at this moment. Later edits need a new export. A conflicting tab exports its own visible work, which may differ from saved work in another tab.

0 file(s) selected. File order and filenames do not determine identity. Missing, changed or conflicting parts block the entire restore; no good part is applied by itself.

Science storage: loading. No account or remote computation is required.