Automatic flower detection and phenology monitoring using time‐lapse cameras and deep learning

Autor: Hjalte M. R. Mann, Alexandros Iosifidis, Jane U. Jepsen, Jeffrey M. Welker, Maarten J. J. E. Loonen, Toke T. Høye

Publikováno v: Remote Sensing in Ecology and Conservation, Vol 8, Iss 6, Pp 765-777 (2022)

Abstract The advancement of spring is a widespread biological response to climate change observed across taxa and biomes. However, the species level responses to warming are complex and the underlying mechanisms are difficult to disentangle. This is

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Automatic flower detection and phenology monitoring using time-lapse cameras and deep learning

Autor: Mann, Hjalte M. R., Iosifidis, Alexandros, Jepsen, Jane U., Welker, Jeffrey M.., Loonen, Maarten J. J., Høye, Toke T.

Publikováno v: Mann, H M R, Iosifidis, A, Jepsen, J, Welker, J M, Loonen, M & Høye, T T 2022, ' Automatic flower detection and phenology monitoring using time-lapse cameras and deep learning ', Remote Sensing in Ecology and Conservation . https://doi.org/10.1002/rse2.275
Remote Sensing in Ecology and Conservation, 8(6), 765-777
Remote Sensing in Ecology and Conservation
Mann, H M R, Iosifidis, A, Jepsen, J U, Welker, J M, Loonen, M J J E & Høye, T T 2022, ' Automatic flower detection and phenology monitoring using time-lapse cameras and deep learning ', Remote Sensing in Ecology and Conservation, vol. 8, no. 6, pp. 765-777 . https://doi.org/10.1002/rse2.275

Data supporting the manuscript Automatic flower detection and phenology monitoring using time-lapse cameras and deep learning. The dataset contains images and annotations used for training and testing an automatic flower detection model (Mask RCNN) a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ce087b44cd3a42d7812c91a9c2253f0d
https://doi.org/10.1002/rse2.275

Stratospheric Ozone Depletion: High Arctic Tundra Plant Growth on Svalbard Is Not Affected by Enhanced UV-B after 7 Years of UV-B Supplementation in the Field

Autor: Rozema, Jelte, Boelen, Peter, Solheim, Bjørn, Zielke, Matthias, Buskens, Alwin, Doorenbosch, Marieke, Fijn, Ruben, Herder, Jelger, Callaghan, Terry, Björn, Lars Olof, Jones, Dylan Gwynn, Broekman, Rob, Blokker, Peter, van de Poll, Willem

Publikováno v: Plant Ecology, 2006 Jan 01. 182(1/2), 119-135.

Externí odkaz: https://www.jstor.org/stable/20146854

Climate Change Effects on Species Interactions in an Alpine Plant Community

Autor: Klanderud, Kari

Publikováno v: Journal of Ecology, 2005 Feb 01. 93(1), 127-137.

Externí odkaz: https://www.jstor.org/stable/3599463