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Outputs (4)

Increasing citizen scientist accuracy with artificial intelligence on UK camera‐trap data (2025)
Journal Article
Sharpe, C. R., Hill, R. A., Chappell, H. M., Green, S. E., Holden, K., Fergus, P., Chalmers, C., & Stephens, P. A. (online). Increasing citizen scientist accuracy with artificial intelligence on UK camera‐trap data. Remote Sensing in Ecology and Conservation, https://doi.org/10.1002/rse2.70012

As camera traps have become more widely used, extracting information from images at the pace they are acquired has become challenging, resulting in backlogs that delay the communication of results and the use of data for conservation and management.... Read More about Increasing citizen scientist accuracy with artificial intelligence on UK camera‐trap data.

Large-scale mammal monitoring: the potential of a citizen science camera-trapping project in the United Kingdom (2022)
Journal Article
Hsing, P.-Y., Hill, R., Smith, G., Bradley, S., Green, S., Kent, V., Mason, S., Rees, J., Whittingham, M., Cokill, J., scientists, M. C., & Stephens, P. (2022). Large-scale mammal monitoring: the potential of a citizen science camera-trapping project in the United Kingdom. Ecological Solutions and Evidence, 3(4), Article e12180. https://doi.org/10.1002/2688-8319.12180

1. In light of global biodiversity loss, there is an increasing need for large-scale wildlife monitoring. This is difficult for mammals, since they can be elusive and nocturnal. In the United Kingdom (UK), there is a lack of systematic, widespread ma... Read More about Large-scale mammal monitoring: the potential of a citizen science camera-trapping project in the United Kingdom.

Camera trapping with photos and videos: implications for ecology and citizen science (2022)
Journal Article
Green, S. E., Stephens, P. A., Whittingham, M. J., & Hill, R. A. (2023). Camera trapping with photos and videos: implications for ecology and citizen science. Remote Sensing in Ecology and Conservation, 9(2), 268-283. https://doi.org/10.1002/rse2.309

Camera traps are increasingly used in wildlife monitoring and citizen science to address an array of ecological questions on a wide variety of species. However, despite the ability of modern camera traps to capture high-quality video, the majority of... Read More about Camera trapping with photos and videos: implications for ecology and citizen science.

Innovations in Camera Trapping Technology and Approaches: The Integration of Citizen Science and Artificial Intelligence (2020)
Journal Article
Green, S., Rees, J., Stephens, P., Hill, R., & Giordano, A. (2020). Innovations in Camera Trapping Technology and Approaches: The Integration of Citizen Science and Artificial Intelligence. Animals, 10(1), Article 132. https://doi.org/10.3390/ani10010132

Camera trapping has become an increasingly reliable and mainstream tool for surveying a diversity of wildlife species. Concurrent with this has been an increasing effort to involve the wider public in the research process, in an approach known as ‘ci... Read More about Innovations in Camera Trapping Technology and Approaches: The Integration of Citizen Science and Artificial Intelligence.