Drones and AI may help conserve farmland bird nests

Recently, we have seen how drones can help save deer in Switzerland and even a birds’ nest here in the U.S. Today, we learn that drones and may also show promise for the conservation of farmland bird nests. #dronesforgood

Drones and artificial intelligence may help conserve farmland bird nests

Farmland bird species are declining over most of . Birds breeding on the ground, are particularly vulnerable because they are exposed to mechanical operations, like plowing and sowing, which take place in spring and often accidentally destroy nests.

Locating nests on the ground is challenging for the human eye, and highly time-consuming

Researchers flew a drone carrying a thermal camera over agricultural fields to record images. These were then fed to an artificial intelligence algorithm capable of accurately identifying nests, a first step to aid their protection. Researchers tested the system in Southern near the University of Helsinki’s Lammi Biological Station, using wild nests with eggs of the Northern Lapwing.

“We have been involved in the conservation of ground-nesting farmland birds for years, and realized how difficult it is to locate nests on the ground. At least at high latitudes, the temperature of these nests is typically higher than that of the surrounding environment. Hence, we thought that thermal cameras could assist. A small pilot study indicated that thermal vision is hampered by vegetation and objects on the ground. Therefore to make this an efficient system, we thought that the camera could be flown using a drone, and artificial intelligence could help to analyze the resulting thermal images. We show that this works. However, the system performed best under cloudy and cold conditions, and on even grounds,” says Andrea Santangeli, an Academy of Finland fellow at the Finnish Museum of Natural History Luomus, University of Helsinki.

Drones And Ai May Help Conserve Farmland Bird Nests 1

Drone technology becoming rapidly popular in conservation

It is possible to map in near real-time the spread of diseases on crops in agricultural areas using drones with various sensors. The latter is an integral part of precision agriculture, a new way of crop production that makes large use of to monitor crops and maximize production efficiency.

Studies like this one can help pave the way to integrate bird nest detection within the drone borne sensors used in precision agriculture and automate a system for saving those nests.

“The conservation community must be ready to embrace technology and work across disciplines and sectors in order to seek efficient solutions. This is already happening, with drone technology becoming rapidly popular in conservation. A next and most challenging step will be to test our system in different environments and with different species. Our auspice is that this system will be, one day, fully integrated into agricultural practices, so that detecting and saving nests from mechanical destruction will become a fully automated part of food production,” says Andrea Santangeli, according to EurekAlert.

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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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