Fast and flexible Bayesian species distribution modelling using Gaussian processes
Author:
Affiliation:
1. Centre for Ecology & Hydrology Crowmarsh Gifford Wallingford UK OX10 8BB UK
2. Spatial Ecology and Epidemiology Group Wellcome Trust Centre for Human Genetics University of Oxford Oxford OX3 7BN UK
Funder
NERC Environmental Bioinformatics Centre
Publisher
Wiley
Subject
Ecological Modelling,Ecology, Evolution, Behavior and Systematics
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1111/2041-210X.12523
Reference52 articles.
1. Alvarez M.&Lawrence N.D.(2009)Sparse convolved Gaussian processes for multi‐output regression.Advances in Neural Information Processing Systems(NIPS 21) pp.57–64.
2. A Limited Memory Algorithm for Bound Constrained Optimization
3. Spatial and Spatio-Temporal Log-Gaussian Cox Processes: Extending the Geostatistical Paradigm
4. Correlation and process in species distribution models: bridging a dichotomy
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