Spatial factor analysis: a new tool for estimating joint species distributions and correlations in species range

Bayesian Spatial Modelling withR-INLA

(2015) Finn Lindgren et al.   Journal of Statistical Software

Generating realistic assemblages with a joint species distribution model

(2015) David J. Harris   Methods in Ecology and Evolution

Spatial semiparametric models improve estimates of species abundance and distribution

(2014) Andrew Olaf Shelton et al.   CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES

The relative importance of climate and vegetation properties on patterns of North American breeding bird species richness

(2014) Scott J Goetz et al.   Environmental Research Letters

Integrating scientific guidance into marine spatial planning

(2014) A. Rassweiler et al.   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Spatio-phylogenetic multispecies distribution models

(2014) Arne Kaldhusdal et al.   Methods in Ecology and Evolution

Understanding co-occurrence by modelling species simultaneously with a Joint Species Distribution Model (JSDM)

(2014) Laura J. Pollock et al.   Methods in Ecology and Evolution

Incorporating uncertainty associated with habitat data in marine reserve design

(2013) Vivitskaia J. Tulloch et al.   BIOLOGICAL CONSERVATION

Prioritizing global marine mammal habitats using density maps in place of range maps

(2013) Rob Williams et al.   ECOGRAPHY

Integrating phylogenetic community structure with species distribution models: an example with plants of rock barrens

(2013) Oluwatobi A. Oke et al.   ECOGRAPHY

More than the sum of the parts: forest climate response from joint species distribution models

(2013) James S. Clark et al.   ECOLOGICAL APPLICATIONS

To mix or not to mix: comparing the predictive performance of mixture models vs. separate species distribution models

(2013) Francis K. C. Hui et al.   ECOLOGY

Understanding predictive information criteria for Bayesian models

(2013) Andrew Gelman et al.   STATISTICS AND COMPUTING

Measuring the vulnerability of the Uruguayan population to vector-borne diseases via spatially hierarchical factor models

(2012) Hedibert F. Lopes et al.   Annals of Applied Statistics

Ecosystem service tradeoff analysis reveals the value of marine spatial planning for multiple ocean uses

(2012) C. White et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Models and maps: predicting the distribution of corals and other benthic macro-invertebrates in shelf habitats

(2012) Lisa M. Krigsman et al.   Ecosphere

Using the negative binomial distribution to model overdispersion in ecological count data

(2011) Andreas Lindén et al.   ECOLOGY

Towards novel approaches to modelling biotic interactions in multispecies assemblages at large spatial extents

(2011) W. D. Kissling et al.   JOURNAL OF BIOGEOGRAPHY

An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach

(2011) Finn Lindgren et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Model based grouping of species across environmental gradients

(2010) Piers K. Dunstan et al.   ECOLOGICAL MODELLING

Modeling species co-occurrence by multivariate logistic regression generates new hypotheses on fungal interactions

(2010) Otso Ovaskainen et al.   ECOLOGY

Making more out of sparse data: hierarchical modeling of species communities

(2010) Otso Ovaskainen et al.   ECOLOGY

Global patterns and predictors of marine biodiversity across taxa

(2010) Derek P. Tittensor et al.   NATURE

Towards a spatially explicit risk assessment for marine management: Assessing the vulnerability of fish to aggregate extraction

(2009) Vanessa Stelzenmüller et al.   BIOLOGICAL CONSERVATION

Hierarchical models facilitate spatial analysis of large data sets: a case study on invasive plant species in the northeastern United States

(2009) A. M. Latimer et al.   ECOLOGY LETTERS