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Manus+14 agentswildlife transect inventory report
Generates bilingual (FR/EN) wildlife inventory reports from line-transect distance sampling data.
$40
wildlife transect inventory report
Example session with this skill installed
Analyze these 35 transects (70km total) from the Lobéké forest. Species: Elephant (12 signs, dists: 2, 5, 8...), Gorilla (5 signs), and 14 snares. Generate the inventory report.
- Read your context and instructions
- Compiled the wildlife transect inventory
- Generated the document
Processed 35 transects over 70km in Lobéké forest. Identified 2 target species and 1 human pressure category. Note: Gorilla sample size (n=5) is insufficient for density estimation.
Wildlife Inventory Report / Rapport d'Inventaire Faunique
1. Executive Summary / Résumé Exécutif
(EN) This survey assessed large mammal abundance over 70km of line transects. High encounter rates for human pressure (0.20 snares/km) were recorded, while elephant signs indicate a stable KAI of 0.17.
(FR) Cet inventaire a évalué l'abondance des grands mammifères sur 70km de transects linéaires. Des indices de pression humaine élevés (0,20 pièges/km) ont été notés, tandis que les indices d'éléphants (IKA 0,17) suggèrent une stabilité.
2. Results / Résultats
| Species / Espèce | Signs (n) | KAI (n/km) | Status (IUCN) |
|---|---|---|---|
| Elephant (Loxodonta cyclotis) | 12 | 0.171 | Critically Endangered |
| Western Lowland Gorilla | 5 | 0.071 | Critically Endangered |
| Human Pressure (Snares) | 14 | 0.200 | N/A |
3. Density Estimates / Estimations de Densité
Elephant signs:
- Estimated sign density: 4.2 signs/km² (Approximation based on mean perpendicular distance).
- Note: Conversion to individual density requires specific dung decay rates not provided.
Gorilla signs:
- Insufficient data (n < 20) for density modeling. KAI is the only reliable metric.
4. Conclusion & Recommendations
(EN) Immediate anti-poaching patrols are required due to high snare density.
(FR) Des patrouilles anti-braconnage immédiates sont nécessaires vu la densité de pièges.
Next steps
- Provide dung decay and production rates to convert elephant sign density to animal abundance.
- Cross-reference snare locations with patrol sectors for law enforcement planning.
- Schedule a follow-up survey in 12 months to monitor the impact of increased patrols.
wildlife-transect-inventory-report.pdf
PDF · document
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
The problem
Translating raw field data into professional wildlife inventory reports is time-consuming and prone to methodological errors. Ecologists often struggle to correctly apply distance sampling formulas or maintain bilingual reporting standards required by international partners.
What it does
- Calculates Kilometric Abundance Index (KAI) and relative abundance for all detected species and human pressure signs.
- Estimates population density using standard line-transect distance sampling formulas (Buckland et al., 2001) when perpendicular distance data is available.
- Validates survey design quality by checking transect counts, sample sizes, and seasonal detectability factors.
- Generates a complete, structured inventory report in both French and English, including executive summaries and methodological justifications.
Frameworks & tools
Distance Sampling methodology (Buckland et al., 2001), IUCN Red List categories, and CITES Appendices for conservation status.
Why this beats prompting it yourself
Standard LLMs often hallucinate density calculations or confuse relative abundance with absolute population counts. This skill enforces strict methodological constraints, ensuring that formulas are only applied to valid data types and that design limitations are transparently flagged.
Use cases
- Generating bilingual monitoring reports for forestry concessions or protected areas.
- Analyzing pilot study data to determine required sampling effort for larger surveys.
- Standardizing annual biodiversity audits across multiple conservation sites.
- Converting raw line-transect field notes into decision-ready technical prose.
Known limitations
Cannot process camera trap or capture-mark-recapture data. Requires site-specific production and decay rates for indirect sign density conversion.</
How to install
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