Joint spatial models to understand complex ecological processes
Ó. Rodriguez de Rivera Ortega
The potential for statistical complexity in ecological models has greatly increased with advances in computational power. Structurally complex models provide the flexibility to analyse intricate ecological systems and realistically messy data.
Here, we will introduce a joint point process approach, which uses multiple Gaussian random fields to represent ecological dynamics in a spatio-temporal model. We will present different ecological applications, from "simple" spatial interactions, to spatio-temporal analysis of hazards or dispersion process, in order to understand the flexibility of this approach. Inference is carried out using Integrated Nested Laplace Approximation (INLA) with \texttt{inlabru}, an accessible and computationally efficient approach for Bayesian hierarchical modelling, which is not yet widely used to understand complex ecological system.
Keywords:
Scheduled
Inivited Session Royal Statistical Society
June 9, 2022 10:10 AM
Audiovisual room
Other papers in the same session
M. Brewer
A. Lorenzo Arribas
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6/8/22
Visit Alhambra
Tomorrow, Thursday, we will visit the Alhambra. 1. At 7:00 p.m., buses will start leaving from the door of the Hotel Granada Center (in front of the door of the Faculty of Sciences) 2. Upon arrival, groups with guides will be organized. 3. There will be groups in English language. These groups will wait at the destination until the arrival of all buses. 4. After the visit to the Alhambra we will walk to the Carmen de los Mártires to have a cocktail. 5. On the way back, we can go back by bus, which will leave from the same place where they left us at the Alhambra. 6. Although the way to the Alhambra by bus seems long, it really is close to the city. We invite you, whoever wishes, to go down for a pleasant walk. 7. Do not forget to take your Alhambra ticket and your identity card or passport. The document must be the same whose number matches the ticket number you have.
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5/31/22
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5/27/22
Gala Dinner
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5/23/22
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5/16/22
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