Dr Alison Johnston
Director of CREEM
Reader in Statistics
PhD supervision
- Rachel Drake
- Yan Ru Choo
- Louis Backstrom
Selected publications
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Open access
Advancing bee conservation in the US: gaps and opportunities in data collection and reporting
Rousseau, J. S., Woodard, S. H., Jepsen, S., Du Clos, B., Johnston, A., Danforth, B. N. & Rodewald, A. D., 2024, In: Frontiers in Ecology and Evolution. 12, 1346795.Research output: Contribution to journal › Article › peer-review
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Open access
Bird species' tolerance to human pressures and associations with population change
Marjakangas, EL., Johnston, A., Santangeli, A. & Lehikoinen, A., 1 May 2024, In: Global Ecology and Biogeography. 33, 5, 13 p., e13816.Research output: Contribution to journal › Article › peer-review
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Open access
Four principles for improved statistical ecology
Popovic, G., Mason, T. J., Drobniak, S. M., Marques, T. A., Potts, J., Joo, R., Altwegg, R., Burns, C. C. I., McCarthy, M. A., Johnston, A., Nakagawa, S., McMillan, L., Devarajan, K., Taggart, P. L., Wunderlich, A., Mair, M. M., Martínez-Lanfranco, J. A., Lagisz, M. & Pottier, P., 15 Jan 2024, (E-pub ahead of print) In: Methods in Ecology and Evolution. Early View, 16 p.Research output: Contribution to journal › Review article › peer-review
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Open access
A Double machine learning trend model for citizen science data
Fink, D., Johnston, A., Strimas-Mackey, M., Auer, T., Hochachka, W. M., Ligocki, S., Oldham Jaromczyk, L., Robinson, O., Wood, C., Kelling, S. & Rodewald, A. D., 1 Sept 2023, In: Methods in Ecology and Evolution. 14, 9, p. 2435-2448 14 p.Research output: Contribution to journal › Article › peer-review
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Considerations for fitting occupancy models to data from eBird and similar volunteer-collected data
Hochachka, W. M., Gutierrez, V. R. & Johnston, A., 5 Oct 2023, In: Ornithology. 140, 4, 13 p., ukad035.Research output: Contribution to journal › Article › peer-review
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Correction for Marjakangas et al., Ecological barriers mediate spatiotemporal shifts of bird communities at a continental scale (vol 120, e2213330120, 2023)
Marjakangas, EL., Bosco, L., Versluijs, M., Santangeli, A., Holopainen, S., Mäkeläinen, S., Herrando, S., Keller, V., Vorísek, P., Brotons, L., Johnston, A., Princé, K., Willis, SG., Aghababyan, K., Ajder, V., Balmer, DE., Bino, T., Boyla, KA., Chodkiewicz, T., del Moral, JC., & 30 others , 25 Jul 2023, 2 p.Research output: Other contribution
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Open access
Ecological barriers mediate spatiotemporal shifts of bird communities at a continental scale
Marjakangas, E-L., Bosco, L., Versluijs, M., Xu, Y., Santangeli, A., Holopainen, S., Mäkeläinen, S., Herrando, S., Keller, V., Voříšek, P., Brotons, L., Johnston, A., Princé, K., Willis, S. G., Aghababyan, K., Ajder, V., Balmer, D. E., Bino, T., Boyla, K. A., Chodkiewicz, T., & 30 others , 6 Jun 2023, In: Proceedings of the National Academy of Sciences. 120, 23, 10 p., e2213330120.Research output: Contribution to journal › Article › peer-review
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Open access
Erratum: Correction: Batch-produced, GIS-informed range maps for birds based on provenanced, crowd-sourced data inform conservation assessments (PloS one (2021) 16 11 (e0259299))
Huang, R. M., Medina, W., Brooks, T. M., Butchart, S. H. M., Fitzpatrick, J. W., Hermes, C., Jenkins, C. N., Johnston, A., Lebbin, D. J., Li, B. V., Ocampo-Peñuela, N., Parr, M., Wheatley, H., Wiedenfeld, D. A., Wood, C. & Pimm, S. L., 2023, In: PLoS ONE. 18, 12, p. e0295634Research output: Contribution to journal › Comment/debate › peer-review
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Open access
Four principles for improved statistical ecology
Popovic, G., Mason, T. J., Marques, T. A., Potts, J., Drobniak, S. M., Joo, R., Altwegg, R., Burns, C. C. I., McCarthy, M. A., Johnston, A., Nakagawa, S., McMillan, L., Devarajan, K., Taggart, P. L., Wunderlich, A. C., Mair, M. M., Martínez-Lanfranco, J. A., Lagisz, M. & Pottier, P. P., 3 Feb 2023, 19 p.Research output: Working paper › Preprint
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Open access
Local colonisations and extinctions of European birds are poorly explained by changes in climate suitability
Howard, C., Marjakangas, E-L., Morán-Ordóñez, A., Milanesi, P., Abuladze, A., Aghababyan, K., Ajder, V., Arkumarev, V., Balmer, D. E., Bauer, H-G., Beale, C. M., Bino, T., Boyla, K. A., Burfield, I. J., Burke, B., Caffrey, B., Chodkiewicz, T., Del Moral, J. C., Mazal, V. D., Fernández, N., & 51 others , 20 Jul 2023, In: Nature Communications. 14, 1, 12 p., 4304.Research output: Contribution to journal › Article › peer-review