TianaGuard/TheTemboProject

Poaching is not random. Environmental and operational conditions often influence when and where poachers strike. The Tembo Project uses AI to analyze these patterns and generate predictive risk zones that help conservation teams prioritize ranger deployment. # The Tembo Project ### AI-Powered Anti-Poaching Intelligence for Elephant Conservation --- ## What Is This? Elephant poaching is not random. Poachers choose their timing carefully — they prefer dark nights, bad weather that covers their tracks, areas with fewer rangers on patrol, and places where elephant herds are known to gather. **The Tembo Project uses AI to predict where and when poaching is most likely to happen**, so that rangers can be in the right place before an incident occurs. The system constantly analyses environmental conditions, historical poaching data, and elephant movement patterns to produce a live risk map of Kruger National Park in South Africa. Each area on the map gets a risk score — low, moderate, high, or critical — updated in real time. --- ## The Problem We're Solving Conservation teams have limited rangers and huge areas to cover. Without intelligence tools, patrol routes are often based on gut feeling or outdated schedules. Meanwhile, poaching syndicates are sophisticated — they study patrol patterns and exploit gaps. The Tembo Project gives rangers the same kind of data-driven advantage. Instead of reacting after an elephant is killed, teams can be proactively deployed to high-risk areas during high-risk windows. --- ## How It Works (Simply Put) The system asks: *"Given everything we know right now — the weather, the moon, where elephants are, how many rangers are on duty — which areas are most at risk in the next 72 hours?"* To answer that, it looks at a combination of factors: **Environmental conditions** - How much cloud cover is there? (Heavy cloud makes it harder for aerial patrols to spot poachers) - Is it raining? (Rain washes away tracks and muffles gunshots) - How bright is the moon tonight? (Poachers prefer dark nights) - How dense is the vegetation? (Thick bush hides approach routes) **Elephant location** - Where are the herds currently concentrated? - Are elephants near water sources? (They gather at rivers a …