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The Seascape of Demersal Fish Nursery Areas in the North Mediterranean Sea, a First Step Towards the Implementation of Spatial Planning for Trawl Fisheries
The new knowledge on the distribution and persistence of demersal nurseries provided in this study can support the application of spatial conservation measures, such as the designation of no-take Marine Protected Areas in EU Mediterranean waters and their inclusion in a conservation network.
Spatio-temporal circular models with non-separable covariance structure
This work accommodates covariates, implements full kriging and forecasting, and also allows for a nugget which can be time dependent, within a Bayesian framework, to facilitate Markov chain Monte Carlo model fitting.
A hierarchical multivariate spatio-temporal model for clustered climate data with annual cycles
- G. Mastrantonio, G. J. Lasinio, C. Blasi
- Environmental ScienceThe Annals of Applied Statistics
- 31 December 2017
We present a multivariate hierarchical space-time model to describe the joint series of monthly extreme temperatures and amounts of rainfall. Data are available for 360 monitoring stations over 60…
Parapenaeus longirostris (Lucas, 1846) an early warning indicator species of global warming in the central Mediterranean Sea
Hidden Markov model for discrete circular–linear wind data time series
This work deals with a bivariate time series of wind speed and direction with a non-parametric Bayesian hidden Markov model, introducing a new emission distribution suitable to model the data, based on the invariant wrapped Poisson, the Poisson and the hurdle density.
Correlates of parasites and pseudoparasites in wolves (Canis lupus) across continents: A comparison among Yellowstone (USA), Abruzzo (IT) and Mercantour (FR) national parks
CircSpaceTime: an R package for spatial and spatio-temporal modeling of Circular data
The proposed models are cast as hierarchical, with fitting and inference within a Bayesian framework, and the implementation of the proposed models is considerably improved on the simple routines adopted in the research papers.
Scuba diving damage on coralligenous builders: Bryozoan species as an indicator of stress
Hydrogen cyanide and carbon monoxide in blood of convicted dead in a polyurethane combustion: a proposition for the data analysis.
Discussing the “big n problem”
Two approaches, respectively based on stochastic partial differential equations and integrated nested Laplace approximation, and on the tapering of the spatial covariance matrix are focused on.