Safety and evidence boundary
Use supplied long-term ecological datasets and low-risk simulations. Do not manipulate wild populations, introduce species, enter unsafe field sites, or infer a single cause from correlation alone. Population models are approximations with explicit scale and boundary assumptions.
Explicit science instruction
Disturbances alter resources, organisms and physical conditions. Primary succession begins where developed soil/biological legacies are minimal; secondary succession follows disturbance where legacies remain. Recovery depends on severity, frequency, dispersal, climate and surviving organisms.
Communities can follow multiple trajectories and may cross thresholds into alternative states.
Worked example with reasoning
After a fictional fire, Site A retains soil and seed bank and regains vegetation quickly; Site B loses soil and recovers slowly. Calling both simply “succession” hides different starting conditions and mechanisms.
Guided question
Why does disturbance history matter for predicting recovery?
Independent work
- Compare two before/after datasets.
- Classify primary/secondary contexts.
- Identify biological legacies.
- State one alternative stable-state possibility.
Investigation / Data Lab
Population-model comparison
Question: Which model better describes the supplied population series, and where does each fail?
- Plot a supplied long-term dataset with units and sampling notes.
- Create an exponential projection from an early growth interval.
- Create or interpret a logistic projection with a stated K value.
- Compare residual/pattern mismatches qualitatively and identify a disturbance, interaction, or survey-effort change that neither model captures.
- Revise one parameter or model assumption and explain whether fit improves.
Evidence standard: keep the raw data, both model curves, assumptions, and a reasoned model choice.
Misconception check
Succession is not always a linear, predetermined sequence ending in one permanent climax community.
Formative understanding check
What is a biological legacy?
Worked response
Surviving organisms, seeds, roots, soil structure, microbes or other remnants that influence recovery.
Open-book formative practice only; not an official mastery attempt or grade.
Mentor evidence conference
Ask Archaemenes to challenge your systems model, quantitative interpretation, alternative explanations, and boundary conditions.
Open ArchaemenesTeacher guidance
Foundation: use recovery timelines. Core: compare trajectories. Extended: analyze resilience, thresholds and intervention tradeoffs.
Preserve learning evidence
Keep models, calculations, graphs, corrections and uncertainty notes in the matching Week 33 evidence field.