- Level: Intermediate
- Prerequisites: Basic knowledge of environmental science and conservation.
- Assessments: Weekly micro-assessments, final project.
Week 1 - Introduction to AI for Forest Preservation
Learning OutcomeUnderstand how AI can support forest conservation efforts.
1.1 The role of AI in ecosystem monitoring and forest management.
1.2 Key AI technologies used in environmental protection.
1.3 Benefits of AI for biodiversity conservation.
Practical Component
Explore AI applications in environmental monitoring.
Week 2 - AI for Deforestation Detection and Prevention
Learning OutcomeLearn how AI helps track and prevent deforestation.
2.1 Using AI-powered satellite imagery to detect deforestation.
2.2 AI for mapping forest cover and monitoring land use changes.
2.3 Machine learning for predicting deforestation trends.
Practical Component
Implement an AI model to detect deforestation using satellite data.
Week 3 - AI for Biodiversity Monitoring
Learning OutcomeLearn how AI can help track wildlife and plant diversity.
3.1 AI for wildlife species recognition using camera traps and drones.
3.2 Using AI to track animal movement and habitat loss.
3.3 Machine learning for analyzing biodiversity data.
Practical Component
Develop an AI tool to monitor wildlife in a protected area.
Week 4 - AI for Forest Fire Prevention and Management
Learning OutcomeUnderstand how AI supports fire detection and management All Rights Reserved
4.1 AI for early fire detection using thermal imaging and satellite data.
4.2 Predictive models for fire risk and behavior.
4.3 AI for resource allocation in fire management.
Practical Component
Implement an AI-driven fire detection and prediction system.
Week 5 - AI for Forest Health Monitoring
Learning OutcomeLearn how AI can monitor and detect threats to forest ecosystems.
5.1 Using AI to detect diseases and pests affecting forest ecosystems.
5.2 AI models for predicting forest health and climate impact.
5.3 AI-based forest inventory systems to monitor tree growth and health.
Practical Component
Create an AI system to monitor forest health and identify potential threats.
Week 6 - Capstone Project: AI for Forest Conservation
Learning OutcomeApply AI tools to develop an environmental protection strategy.
6.1 Develop a comprehensive AI-driven solution for a forest preservation initiative.
6.2 Peer review and feedback.
6.3 Final project presentation and evaluation.
Practical Component
Present a forest conservation project that uses AI for monitoring, protection, and management.