Solution
Wildlife Smart Monitoring
Combining acoustics, camera traps and AI recognition for continuous automatic monitoring of mammals, birds and amphibians.
Background
Wildlife monitoring underpins surveys, conservation and research. Traditional camera-trap methods need manual retrieval and expert review — slow and inefficient.
Current Challenges
- ●Slow trap retrieval & review
- ●ID relies on experts
- ●Misses day/night & seasons
- ●No continuous time series
Solution
Acoustic + Image Fusion
Acoustics & imagery complement, raising coverage & ID rate.
Auto-recognition
Mammals, birds, amphibians auto-ID to species.
Remote Upload
4G / Wi-Fi upload cuts field work.
Continuous Series
Auto-formed comparable time series.
Monitoring Targets
Mammals
Camera traps & acoustics.
Birds
Acoustic & image ID.
Amphibians
Acoustic frog ID.
Protected Species
Rare mammal & bird monitoring.
System Architecture
Sensing
Connectivity
AI Layer
Data Platform
Applications
AI Capabilities
AI Acoustic ID
ID mammal, bird & amphibian soundscapes.
AI Image ID
Auto species ID from traps.
Activity Rhythm
Analyze diurnal & seasonal activity.
Local Model Training
Iteratively tune for local species.
Site Deployment
- ●Sites by species habitat
- ●Corridors & water points first
- ●Edge nodes process locally
- ●Site records in PM
Data Analysis
- Composition
- Species list & relative abundance
- Temporal
- Activity rhythm
- Spatial
- Distribution & encounter hotspots
- Trends
- Population & community trends
Cases
Hainan Tropical Rainforest
Gibbon & bird acoustic monitoring, nearly 5k gibbon sounds.
Frequently asked questions
How do acoustics and camera traps work together?+
Acoustics cover vocal species; imagery covers visual ones — together they raise ID rate and coverage.
Related
Get a Wildlife Monitoring Plan
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