Tech Overlook

How scientists are confronting environmental challenges with the help of AI


Counting trees

mountains trees and sky

Using AI and machine learning, SilviaTerra maps and monitors forests, yielding data about trees across the continental United States. The high-resolution, tree-level map of the United States is the first of its kind. It gives conservationists and landowners critical details to sustainably manage forests at a fraction of the time and cost of traditional surveys.

Growing more with less

man works in garden

Farmers face an uphill battle as arable land and water supplies dwindle, while the global population grows. FarmBeats, a program that uses Microsoft’s cloud and AI technologies to help farmers sustainably improve yields and lower costs, evaluates sensor data and aerial imagery against weather forecasts and crop predictions to enable data-driven agricultural practices.   

Identifying snow leopards by their spots

a snow leopard with mountain in the background
Photo by SLCF Mongolia/Snow Leopard Trust

Snow leopards are rare, with an estimated population of just 4,000 to 6,000 in the wild, and remote camera trap photography is one of the only reliable ways to study their behaviors. Historically, researchers have sifted through thousands of photos manually to find snow leopard images and use that data to protect the species from poaching, mining, climate change and other threatsNow researchers at the Snow Leopard Trust are using a Microsoft AI automation tool to automatically classify images in minutes rather than hours, combining years of data into a comprehensive database. This allows them to focus on advancing conservation science instead of manually poring through images.   

Protecting key watersheds

satellite data map
Photo provided by Chesapeake Conservancy

Scientists are using Microsoft’s AI and cloud technologies to create highly detailed maps to help conserve the world’s water resources. Chesapeake Conservancysupported by an AI for Earth grant, is working to integrate AI technology to produce high-resolution land cover and land use maps for precision conservations to improve water quality throughout the Chesapeake Bay watershed. With this data, the Conservancy is supporting progress in the restoration of the bay. 



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