- Satellite imagery: Satellites equipped with high-resolution cameras can provide valuable information on the extent and distribution of different habitats, species, and ecosystem changes.
- LiDAR: LiDAR (Light Detection and Ranging) technology can provide detailed information on the structure and composition of forests, allowing for the measurement of tree height and density.
- Hyperspectral imaging: Hyperspectral imaging can provide information on the chemical composition of vegetation, allowing for the detection of different species, the health of habitats, and the presence of pollutants.
- Drone technology: Drones equipped with cameras, sensors, and other data collection tools can provide high-resolution data on biodiversity, allowing for the collection of detailed information on species distribution and abundance, habitat quality, and ecosystem health.
- Artificial intelligence and machine learning: AI and machine learning algorithms can be used to automate the processing and analysis of large amounts of biodiversity data, improving the accuracy and efficiency of data collection and analysis.