Drones Revolutionize Waterfowl Conservation in Wisconsin’s Wetlands

In a groundbreaking study, University of -Stevens Point graduate student Amanda Griswold has harnessed to redefine how scientists monitor waterfowl populations, offering a less invasive, more precise tool for preserving Wisconsin’s vital wetland ecosystems. Her research, supported by the Wisconsin Department of Natural Resources (DNR) and conservation groups, reveals drones’ potential to transform management, reports WPR.org.

Soaring Above Traditional Surveys

Griswold’s two-year project deployed drones equipped with high-resolution thermal imaging to survey breeding waterfowl across Wisconsin’s diverse wetlands. Unlike conventional methods—ground surveys on foot or boat, or aerial counts from planes and helicopters—drones detected hundreds of broods and breeding pairs hidden in dense vegetation.

“With the thermal cameras, we’re able to count birds a lot easier than you could on the ground or from the sky,” Griswold told Wisconsin Public Radio.

The technology’s ability to spot heat signatures through foliage improved population estimates, critical for the Wisconsin Waterfowl Habitat Conservation Strategy, which prioritizes watersheds for restoration.

Minimizing Disruption, Maximizing Efficiency

Traditional surveys often disturb wildlife, with boat motors or footsteps prompting birds to flee. Drones, flying at altitudes up to 400 feet, minimize such impacts. “Just the sound of people walking through the grass or around in a boat can cause birds to act unnaturally or to flush and swim away,” Griswold explained. Drones’ quieter, distant operation allowed natural behaviors to persist, yielding truer data. Economically, while drones’ initial costs (around $5,000–$15,000) rival traditional methods, they save time and reduce long-term expenses like fuel and labor for aircraft or boats.

Drones Revolutionize Waterfowl Conservation In Wisconsin’s Wetlands 2

Overcoming Technical Hurdles

The study faced challenges, notably drone battery life limited to 45 minutes, requiring field generators for recharging during extended surveys. Wisconsin’s tree-heavy landscapes also posed obstacles, as federal regulations mandate keeping drones in sight. Trees disrupted signals, complicating navigation in forested wetlands. “It’s definitely easier to use these drones in a more open habitat,” Griswold noted. Despite these hurdles, the project’s success—completed in February 2025—marks a milestone in applying uncrewed aerial systems to conservation.

A Global Ripple Effect

Griswold’s findings resonate beyond Wisconsin. Drone surveys are already tracking elephants in Africa, deer in the U.S., and marine mammals globally. Her work suggests drones could replace ground observers in DNR’s annual spring surveys, enhancing efficiency and accuracy. By integrating drones into multi-method approaches, agencies could refine population models and allocate conservation resources more effectively, safeguarding habitats amid climate and land-use changes.

DroneXL’s Take

Griswold’s research is a beacon for drone professionals and conservationists alike. It’s not just about counting ducks—it’s about rewriting the playbook for wildlife monitoring with tools that respect nature’s rhythm. The blend of thermal imaging and high-altitude flight offers a glimpse into a future where technology and ecology dance in sync. Yet, as Griswold’s battery woes highlight, the industry must innovate longer-lasting power solutions to unlock drones’ full potential. For recreational pilots, this study is a call to fly with purpose, supporting science that preserves the landscapes we soar over. With wit and wings, drones are proving they’re more than gadgets—they’re guardians of our natural world.

Photos courtesy of UW-Stevens Point and the Kennedy-Grohne Endowment


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Haye Kesteloo
Haye Kesteloo

Haye Kesteloo is a leading drone industry expert and Editor in Chief of DroneXL.co and EVXL.co, where he covers drone technology, industry developments, and electric mobility trends. With over nine years of specialized coverage in unmanned aerial systems, his insights have been featured in The New York Times, The Financial Times, and cited by The Brookings Institute, Foreign Policy, Politico and others.

Before founding DroneXL.co, Kesteloo built his expertise at DroneDJ. He currently co-hosts the PiXL Drone Show on YouTube and podcast platforms, sharing industry insights with a global audience. His reporting has influenced policy discussions and been referenced in federal documents, establishing him as an authoritative voice in drone technology and regulation. He can be reached at haye @ dronexl.co or @hayekesteloo.

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