Reserve Recovery
A post-fire companion for conservation volunteers and rangers that maps damaged plots, logs regrowth photos over time, and uses AI to flag which plant species are recovering vs. still missing in each burned zone.
volunteer wardens and community rangers monitoring a damaged nature reserve
- Plot-by-plot burn severity map with photo uploads geotagged from your phone
- AI plant-id that compares each visit's photos against pre-fire baseline species lists
- Task board for coordinating volunteer shifts on the worst-hit acres
- Public 'regrowth diary' embeddable on the reserve's own website
With 7.5 acres lost at Bourne Valley and more fires reported in Wareham, volunteer groups are overwhelmed by what to monitor first and need a structured recovery record they can show funders.
Bourne Valley heath fire (July 2026) destroyed only ~7.5 acres / 200m x 100m of heathland per Dorset & Wiltshire FRS — real but a small, localised incident; the UK volunteer warden pool using mobile monitoring tools is in the low-thousands, not mass-market.Fire crews tackle heathland blaze at Poole nature reserve ↗Heath fire - Bourne Valley nature reserve, Poole ↗
Core functionality is already covered for free by iNaturalist (which explicitly runs a 'Post-fire recovery project' with structured observation capture) plus Seek (AI plant ID from photos) and PlantNet — leaving narrow whitespace for a paid specialist tool beyond what a custom iNaturalist project can't already do.Post-fire recovery project · iNaturalist United Kingdom ↗Seek by iNaturalist ↗
Conservation volunteers in the UK are unpaid (Gov.uk frames it as pro bono civic contribution), small reserves run on tight council/Heritage Fund grants, and direct-to-ranger paid SaaS in this niche is notoriously hard to monetise — most comparable tools (iNaturalist, Seek, PlantNet) are free.Volunteering with Natural England: how to get involved - GOV.UK ↗
UK heathland and woodland fires are a recurring and climate-worsening problem (Dorset had major heath fires in 2019 and Bourne Valley again in 2026), so the underlying need will keep recurring, but the product is only useful in the weeks/months after a specific fire event — episodic demand rather than daily utility.Bourne Valley Nature Reserve heath fire 'started deliberately' ↗Nature Recovery Projects - next steps for growing collaborative action ... ↗
Plant-species CV from phone photos is off-the-shelf (Seek and PlantNet prove this at scale), GPS plotting of damaged plots is trivial, and image-dating for regrowth is feasible — but the harder 'missing vs recovering vs present' classifier depends on baseline species data per reserve that often doesn't exist, which materially raises the data-side cost.iNaturalist for Native Plant Restoration and Biodiversity Tracking ↗