5 citations · 5 across the 1 of their papers we have counts for
6 papers
Inference in MCMC step selection models
Théo Michelot, Paul G. Blackwell, Simon Chamaillé-Jammes +1
Habitat selection models are used in ecology to link the distribution of animals to environmental covariates, and identify habitats that are important for conservation. The most wi…
The Langevin diffusion as a continuous-time model of animal movement and habitat selection
Théo Michelot, Marie-Pierre Etienne, Pierre Gloaguen
1. The utilisation distribution describes the relative probability of use of a spatial unit by an animal. It is natural to think of it as the long-term consequence of the animal's…
State-switching continuous-time correlated random walks
Théo Michelot, Paul G. Blackwell
Continuous-time models have been developed to capture features of animal movement across temporal scales. In particular, one popular model is the continuous-time correlated random…
Integrated Continuous-time Hidden Markov Models
Paul G Blackwell
Motivated by applications in movement ecology, in this paper I propose a new class of integrated continuous-time hidden Markov models in which each observation depends on the under…
Gaussian process modeling of heterogeneity and discontinuities using Voronoi tessellations
Christopher A. Pope, John Paul Gosling, Stuart Barber +4
Many methods for modelling spatial processes assume global smoothness properties; such assumptions are often violated in practice. We introduce a method for modelling spatial proce…
Multi-model ensembles for ecosystem prediction
Michael A Spence, Julia L. Blanchard, Axel G. Rossberg +7
When making predictions about ecosystems, we often have available a number of different ecosystem models that attempt to represent their dynamics in a detailed mechanistic way. Eac…