Will AI replace restoration ecologists?

Why AI struggles to replace this job

• The physical removal of invasive species in dense brush is too complex for current mobile robotics.
• Ecological restoration is an experimental science that requires 'on-the-fly' adjustments based on site response.
• Supervising volunteer groups and field crews requires leadership and interpersonal management.
• Assessing the health of a complex ecosystem involves observing subtle interactions between hundreds of species.

Tasks AI could automate

• Identifying invasive species in aerial drone imagery using machine learning.
• Modeling the most effective planting patterns to maximize biodiversity recovery.
• Analyzing soil nutrient profiles and suggesting specific fertilizer or amendment needs.
• Tracking the success of restoration projects via remote sensing and satellite data.

The 10-year outlook

Growth is expected as 'nature-based solutions' for climate mitigation gain funding. The role will become more tech-heavy, utilizing drones and AI for monitoring, while the ecologist focuses on project management and ecological design.

Common questions