Out of the Wild: How A.I. Is Transforming Conservation Science

A community-led beetle-mapping project on Kaua'i, funded by a $25,000 county grant, has mobilized residents to track invasive coconut rhinoceros beetles. Together they created 700+ data points that identified thousands of beetles, empowering the community to fill gaps in government capacity.

Beaver restoration programs across the American West are creating fire-resistant green refuges, improving water storage and quality, and supporting wildlife recovery by partnering with the dam-building rodents rather than eliminating them, demonstrating that a nature-based approach can simultaneously address wildfire risk, drought, and ecosystem degradation.

Vermont maple producers adopted vacuum tubing systems, reverse osmosis machines, adjusted forest management practices, and earlier tapping schedules to address climate disruptions. This approach more than doubled sap yields per tap and increased state production to 3 million gallons annually (over half of the U.S.' production), enabling multi-generational operations to remain viable.

The Global Biodiversity Standard (TGBS) certifies forest restoration projects that demonstrate measurable biodiversity improvements through affordable assessments by regional expert hubs. In its first year, TGBS certified 6 sites and created 15 regional hubs, helping projects to achieve documented increases in native species and forest-dependent wildlife and mentoring failed projects improve their practices.

Alaska agencies are coordinating landslide monitoring through multi-agency programs, tribal partnerships, and citizen science apps, which has successfully prevented infrastructure damage (like the $25 million Dalton Highway rerouting that avoided landslide destruction) but faces limitations from funding uncertainty and the vast geographic scale requiring public education as the primary protective measure.

The Turkish organization, Living Soil, Local Seed, is working with Turkish women and Syrian refugees to help rebuild and diversify the local agricultural system that was once thriving. Using local knowledge and surveys, the organization has gathered different varieties of native crops which it then uses to work with local farmers and employ women in order to create more complex ecological systems. In 2019, the program yielded over 400 tons of wheat and has proven to be more financially beneficial to farmers.

A coastal recovery project in Delaware Bay is using a technique that they call "engineering with nature" to bring back the 4,000 acres of wetlands from the disastrous effects of human interference and climate change. They use a multitude of strategies, such as stabilizing the dunes and replanting native grasses, and although they approach the project as a research study without progress yet, they have already begun to see a return of wildlife including birds, eels, and crabs. Similar efforts to restore wetlands are also taking off across the globe.

Rewilding Romania, in partnership with WWF Romania and the EU's LIFE Programme, has reintroduced over 100 European bison into the Southern Carpathian Mountains since 2012. Since then, a self-sustaining wild population of 250+ animals has grown, leading to measurable ecological and economic benefits for surrounding communities.

Since 2017, Rewilding Ukraine has reintroduced native grazing species like kulan and water buffalo to the Danube Delta, which has restored more than 18,000 hectares of wetlands, doubled carbon storage in soils, increased plant diversity, reduced wildfire risk, and helped native fish populations recover—even amid ongoing war.

Prescribed burn associations in South Dakota bring together ranchers to conduct controlled fires that have successfully cleared nearly 9,500 acres of invasive Eastern red cedar trees, restoring native grasslands while doubling the economic value of treated ranch land.