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Presence/absent of species in grid-cells across the landscape explained by:
a suite of environmental variables (23) plus species attribute variables (5) spatial effects
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Kogelberg-Hawequas sub-region
Sample locations, with a 1x1 minute grid overlain (~41 x 107 km = 1554 grid cells) [versus ~37,000 cells for full CFR]
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The hierarchical structure of the model
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Full Model: Protea cynaroides
10 significant environmental covariates (Betas)
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Full Model: Sorocephalus imbricatus
0 significant environmental covariates (Betas)
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Data Thinning: Protea cynaroides
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Data Thinning: Aulax cancellata
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Sister-Species “Ghosting”
$ T # S P r o b a i l t y - . 1 5 2 3 6 M g e n u s M. arboreus M. argenteus
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Hakea sericea (silky needlebush), introduced from Australia: projected distribution and uncertainty in distribution.
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Species distribution predictions of the full Cape Floristic Region
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