Acoustic monitoring with miniature drones shows reduced Myotis bat occurrence with altitude and drone movement

Abstract Our understanding of aeroecology is hampered by the challenge of sampling the air column, especially for nocturnal species like bats that forage high in the airspace. Nonetheless, monitoring endangered bat populations is vital for conservation efforts. Drones (unoccupied aerial vehicles) of...

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Main Authors: Lauren Dobie, David M. Bird, Kyle H. Elliott
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-96255-5
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author Lauren Dobie
David M. Bird
Kyle H. Elliott
author_facet Lauren Dobie
David M. Bird
Kyle H. Elliott
author_sort Lauren Dobie
collection DOAJ
description Abstract Our understanding of aeroecology is hampered by the challenge of sampling the air column, especially for nocturnal species like bats that forage high in the airspace. Nonetheless, monitoring endangered bat populations is vital for conservation efforts. Drones (unoccupied aerial vehicles) offer a relatively safe, cost-effective, and non-intrusive option for studying aerial wildlife. Here, we present a method for measuring bat distribution in the airspace using miniature drones (Mavic Mini 3 Pro) that are small enough to have negligible impacts on the bats themselves. We investigate how habitat, drone altitude, and drone movement influence bat sampling efficiency. A hovering drone detected more bats per minute than a moving drone for the EPNO complex (Eptesicus fuscus and Lasionycteris noctivagans) and all bats. Thus, we recommend the use of hovering point counts for surveying bats via drone. The Myotis complex (M. septentrionalis, M. lucifugus, and M. leibii) was more frequently present at lower altitudes over the sampled range (0–60 m). We conclude that bat taxa differentially occupy sectors of the air column, and that bat density in the airspace can be efficiently monitored by miniature drones.
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spelling doaj-art-592d7038042e4da995681999d140e8f32025-08-20T02:11:46ZengNature PortfolioScientific Reports2045-23222025-04-011511910.1038/s41598-025-96255-5Acoustic monitoring with miniature drones shows reduced Myotis bat occurrence with altitude and drone movementLauren Dobie0David M. Bird1Kyle H. Elliott2Department of Natural Resource Sciences, McGill UniversityDepartment of Natural Resource Sciences, McGill UniversityDepartment of Natural Resource Sciences, McGill UniversityAbstract Our understanding of aeroecology is hampered by the challenge of sampling the air column, especially for nocturnal species like bats that forage high in the airspace. Nonetheless, monitoring endangered bat populations is vital for conservation efforts. Drones (unoccupied aerial vehicles) offer a relatively safe, cost-effective, and non-intrusive option for studying aerial wildlife. Here, we present a method for measuring bat distribution in the airspace using miniature drones (Mavic Mini 3 Pro) that are small enough to have negligible impacts on the bats themselves. We investigate how habitat, drone altitude, and drone movement influence bat sampling efficiency. A hovering drone detected more bats per minute than a moving drone for the EPNO complex (Eptesicus fuscus and Lasionycteris noctivagans) and all bats. Thus, we recommend the use of hovering point counts for surveying bats via drone. The Myotis complex (M. septentrionalis, M. lucifugus, and M. leibii) was more frequently present at lower altitudes over the sampled range (0–60 m). We conclude that bat taxa differentially occupy sectors of the air column, and that bat density in the airspace can be efficiently monitored by miniature drones.https://doi.org/10.1038/s41598-025-96255-5AeroecologyBatsDronesAcoustic surveyWildlife monitoring
spellingShingle Lauren Dobie
David M. Bird
Kyle H. Elliott
Acoustic monitoring with miniature drones shows reduced Myotis bat occurrence with altitude and drone movement
Scientific Reports
Aeroecology
Bats
Drones
Acoustic survey
Wildlife monitoring
title Acoustic monitoring with miniature drones shows reduced Myotis bat occurrence with altitude and drone movement
title_full Acoustic monitoring with miniature drones shows reduced Myotis bat occurrence with altitude and drone movement
title_fullStr Acoustic monitoring with miniature drones shows reduced Myotis bat occurrence with altitude and drone movement
title_full_unstemmed Acoustic monitoring with miniature drones shows reduced Myotis bat occurrence with altitude and drone movement
title_short Acoustic monitoring with miniature drones shows reduced Myotis bat occurrence with altitude and drone movement
title_sort acoustic monitoring with miniature drones shows reduced myotis bat occurrence with altitude and drone movement
topic Aeroecology
Bats
Drones
Acoustic survey
Wildlife monitoring
url https://doi.org/10.1038/s41598-025-96255-5
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