Can CNN‐based species classification generalise across variation in habitat within a camera trap survey?

Autor: Danielle L. Norman, Philipp H. Bischoff, Oliver R. Wearn, Robert M. Ewers, J. Marcus Rowcliffe, Benjamin Evans, Sarab Sethi, Philip M. Chapman, Robin Freeman

Publikováno v: Methods in Ecology and Evolution, Vol 14, Iss 1, Pp 242-251 (2023)

Abstract Camera trap surveys are a popular ecological monitoring tool that produce vast numbers of images making their annotation extremely time‐consuming. Advances in machine learning, in the form of convolutional neural networks, have demonstrate

Externí odkaz: https://doaj.org/article/808387370c7948ff910007b7782c6726

Avonet : morphological, ecological and geographical data for all birds

Autor: Joseph A. Tobias, Catherine Sheard, Alex L. Pigot, Adam J. M. Devenish, Jingyi Yang, Ferran Sayol, Montague H. C. Neate‐Clegg, Nico Alioravainen, Thomas L. Weeks, Robert A. Barber, Patrick A. Walkden, Hannah E. A. MacGregor, Samuel E. I. Jones, Claire Vincent, Anna G. Phillips, Nicola M. Marples, Flavia A. Montaño‐Centellas, Victor Leandro‐Silva, Santiago Claramunt, Bianca Darski, Benjamin G. Freeman, Tom P. Bregman, Christopher R. Cooney, Emma C. Hughes, Elliot J. R. Capp, Zoë K. Varley, Nicholas R. Friedman, Heiko Korntheuer, Andrea Corrales‐Vargas, Christopher H. Trisos, Brian C. Weeks, Dagmar M. Hanz, Till Töpfer, Gustavo A. Bravo, Vladimír Remeš, Larissa Nowak, Lincoln S. Carneiro, Amilkar J. Moncada R., Beata Matysioková, Daniel T. Baldassarre, Alejandra Martínez‐Salinas, Jared D. Wolfe, Philip M. Chapman, Benjamin G. Daly, Marjorie C. Sorensen, Alexander Neu, Michael A. Ford, Rebekah J. Mayhew, Luis Fabio Silveira, David J. Kelly, Nathaniel N. D. Annorbah, Henry S. Pollock, Ada M. Grabowska‐Zhang, Jay P. McEntee, Juan Carlos T. Gonzalez, Camila G. Meneses, Marcia C. Muñoz, Luke L. Powell, Gabriel A. Jamie, Thomas J. Matthews, Oscar Johnson, Guilherme R. R. Brito, Kristof Zyskowski, Ross Crates, Michael G. Harvey, Maura Jurado Zevallos, Peter A. Hosner, Tom Bradfer‐Lawrence, James M. Maley, F. Gary Stiles, Hevana S. Lima, Kaiya L. Provost, Moses Chibesa, Mmatjie Mashao, Jeffrey T. Howard, Edson Mlamba, Marcus A. H. Chua, Bicheng Li, M. Isabel Gómez, Natalia C. García, Martin Päckert, Jérôme Fuchs, Jarome R. Ali, Elizabeth P. Derryberry, Monica L. Carlson, Rolly C. Urriza, Kristin E. Brzeski, Dewi M. Prawiradilaga, Matt J. Rayner, Eliot T. Miller, Rauri C. K. Bowie, René‐Marie Lafontaine, R. Paul Scofield, Yingqiang Lou, Lankani Somarathna, Denis Lepage, Marshall Illif, Eike Lena Neuschulz, Mathias Templin, D. Matthias Dehling, Jacob C. Cooper, Olivier S. G. Pauwels, Kangkuso Analuddin, Jon Fjeldså, Nathalie Seddon, Paul R. Sweet, Fabrice A. J. DeClerck, Luciano N. Naka, Jeffrey D. Brawn, Alexandre Aleixo, Katrin Böhning‐Gaese, Carsten Rahbek, Susanne A. Fritz, Gavin H. Thomas, Matthias Schleuning

Publikováno v: Tobias, J A, Sheard, C, Pigot, A L, Yang, J, Sayol, F, Neate-Clegg, M H C, Alioravainen, N, Weeks, T L, Barber, R A, Walkden, P A, MacGregor, H E A, Jones, S E I, Vincent, C, Phillips, A G, Marples, N M, Montaño-Centellas, F A, Leandro-Silva, V, Claramunt, S, Darski, B, Freeman, B G, Bregman, T P, Cooney, C R, Hughes, E C, Capp, E J R, Varley, Z K, Friedman, N R, Korntheuer, H, Corrales-Vargas, A, Trisos, C H, Weeks, B C, Hanz, D M, Töpfer, T, Bravo, G A, Remeš, V, Nowak, L, Carneiro, L S, Moncada R, A J, Matysioková, B, Baldassarre, D T, Martínez-Salinas, A, Wolfe, J D, Chapman, P M, Daly, B G, Sorensen, M C, Neu, A, Mayhew, R J, Fabio Silveira, L, Annorbah, N N D, Pollock, H S, Grabowska-Zhang, A M, McEntee, J P, Carlos T Gonzalez, J, Meneses, C G, Muñoz, M C, Powell, L L, Jamie, G A, Matthews, T J, Johnson, O, Brito, G R R, Zyskowski, K, Crates, R, Jurado Zevallos, M, Hosner, P A, Bradfer-Lawrence, T, Maley, J M, Stiles, F G, Lima, H S, Provost, K L, Chibesa, M, Mashao, M, Howard, J T, Mlamba, E, Chua, M A H, Li, B, Gómez, M I, García, N C, Päckert, M, Fuchs, J, Ali, J R, Derryberry, E P, Carlson, M L, Urriza, R C, Brzeski, K E, Prawiradilaga, D M, Rayner, M J, Miller, E T, Bowie, R C K, Lafontaine, R-M, Scofield, R P, Lou, Y, Somarathna, L, Lepage, D, Illif, M, Neuschulz, E L, Templin, M, Dehling, D M, Cooper, J C, Pauwels, O S G, Analuddin, K, Fjeldså, J, Seddon, N, Sweet, P R, DeClerck, F A J, Naka, L N, Brawn, J D, Aleixo, A, Böhning-Gaese, K, Rahbek, C, Fritz, S A, Schleuning, M & Devenish, A J M 2022, ' AVONET : morphological, ecological and geographical data for all birds ', Ecology Letters, vol. 25, no. 3, pp. 581-597 . https://doi.org/10.1111/ele.13898
Tobias, J A, Sheard, C, Pigot, A L, Devenish, A J M, Yang, J, Sayol, F, Neate-Clegg, M H C, Alioravainen, N, Weeks, T L, Barber, R A, Walkden, P A, MacGregor, H E A, Jones, S E I, Vincent, C, Phillips, A G, Marples, N M, Montaño-Centellas, F A, Leandro-Silva, V, Claramunt, S, Darski, B, Freeman, B G, Bregman, T P, Cooney, C R, Hughes, E C, Capp, E J R, Varley, Z K, Friedman, N R, Korntheuer, H, Corrales-Vargas, A, Trisos, C H, Weeks, B C, Hanz, D M, Töpfer, T, Bravo, G A, Remeš, V, Nowak, L, Carneiro, L S, Moncada R., A J, Matysioková, B, Baldassarre, D T, Martínez-Salinas, A, Wolfe, J D, Chapman, P M, Daly, B G, Sorensen, M C, Neu, A, Ford, M A, Mayhew, R J, Fabio Silveira, L, Kelly, D J, Annorbah, N N D, Pollock, H S, Grabowska-Zhang, A M, McEntee, J P, Carlos T. Gonzalez, J, Meneses, C G, Muñoz, M C, Powell, L L, Jamie, G A, Matthews, T J, Johnson, O, Brito, G R R, Zyskowski, K, Crates, R, Harvey, M G, Jurado Zevallos, M, Hosner, P A, Bradfer-Lawrence, T, Maley, J M, Stiles, F G, Lima, H S, Provost, K L, Chibesa, M, Mashao, M, Howard, J T, Mlamba, E, Chua, M A H, Li, B, Gómez, M I, García, N C, Päckert, M, Fuchs, J, Ali, J R, Derryberry, E P, Carlson, M L, Urriza, R C, Brzeski, K E, Prawiradilaga, D M, Rayner, M J, Miller, E T, Bowie, R C K, Lafontaine, R M, Scofield, R P, Lou, Y, Somarathna, L, Lepage, D, Illif, M, Neuschulz, E L, Templin, M, Dehling, D M, Cooper, J C, Pauwels, O S G, Analuddin, K, Fjeldså, J, Seddon, N, Sweet, P R, DeClerck, F A J, Naka, L N, Brawn, J D, Aleixo, A, Böhning-Gaese, K, Rahbek, C, Fritz, S A, Thomas, G H & Schleuning, M 2022, ' AVONET : morphological, ecological and geographical data for all birds ', Ecology Letters, vol. 25, no. 3, pp. 581-597 . https://doi.org/10.1111/ele.13898
Ecology Letters

Tobias, Joseph A., Sheard, Catherine, Pigot, Alex L., Devenish, Adam J. M., Yang, Jingyi, Sayol, Ferran, Neate‐Clegg, Montague H. C., Alioravainen, Nico, Weeks, Thomas L., Barber, Robert A., Walkden, Patrick A., MacGregor, Hannah E. A., Jones, Samu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0c65032b92689201f031a035fc1edcfb
http://hdl.handle.net/10138/354037

Shifts in the demographics and behavior of bearded pigs (Sus barbatus) across a land-use gradient

Autor: Philip M. Chapman, Oliver R. Wearn, Charles W. Davison, Henry Bernard, Robert M. Ewers

Beyond broad‐scale investigations of species diversity and abundance, there is little information on how land conversion in the tropics is affecting the behavior and demographics of surviving species. To fill these knowledge gaps, we explored the e

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::caffb2d27a79873dbe0be2ec76adcdb4
http://hdl.handle.net/10044/1/75625

Small logging roads do not restrict movements of forest rats in Bornean logged forests

Autor: Henry Bernard, Philip M. Chapman, Sui P. Heon, Robert M. Ewers

Selective logging is driving the proliferation of roads throughout tropical rain forests, particularly narrow, unpaved logging roads. However, little is known about the extent of road edge effects or their influence on the movements of tropical under

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cb810f7f2fffbbbfee81cf71adf439c6
http://hdl.handle.net/10044/1/70603