LEARNING HUB · METHOD
How to read SpeciesWatch without overclaiming
SpeciesWatch connects curated species profiles with automatically refreshed environmental layers. The combination is useful only when the purpose and limits of each signal remain visible.
1. Start with the question
A map does not answer every question. Decide whether you are asking where observations exist, whether a population is declining, or whether environmental pressure is present. Each requires different evidence.
Use the dashboard to find a pattern, then open profiles and source records before drawing a conclusion.
2. Distinguish records from populations
OBIS and GBIF occurrence records document observations. They do not represent individual animals, a complete distribution or a population census.
Clusters may reflect research effort, access, reporting systems or repeated sampling. Empty space can mean missing observation rather than species absence.
3. Treat live layers as signals
NASA FIRMS detects thermal anomalies. Protected Planet describes designated areas. Neither layer, alone, proves ecological damage or effective protection.
Overlap and proximity generate questions for verification. They do not establish causation.
4. Understand the Extinction Clock
The Methodology V2 score is a 0–100 editorial snapshot using equal ordinal category steps inspired by the IUCN Red List Index. Data Deficient profiles are excluded. It describes this curated collection—not individual species, all assessed species or time remaining until extinction.
Its five bands describe weighted catalogue composition, not biological traits. Changes can result from category updates, new profiles or changed trends, so formula, exclusions, version and scope must be reported together.
5. Build a defensible claim
A strong conclusion names the observation, identifies the source, explains the reasoning and states at least one limitation or alternative explanation.
Prefer “the current feed shows a cluster of thermal detections near representative protected-area records” to “the protected forest is burning down.”
Evidence checklist
- What exactly was measured?
- Who maintains the source and when was it updated?
- What spatial, temporal or sampling limits apply?
- Does the evidence show association or causation?
- What additional source could challenge the interpretation?
Open by design
All learning routes and public evidence pages work without registration. SpeciesWatch does not create student profiles, classroom accounts, grades or behavioural learning records.