So many variables: joint modeling in community ecology
Technological advances have enabled a new class of multivariate models for ecology, with
the potential now to specify a statistical model for abundances jointly across many taxa, to …
the potential now to specify a statistical model for abundances jointly across many taxa, to …
[HTML][HTML] An overview of modern applications of negative binomial modelling in ecology and biodiversity
Negative binomial modelling is one of the most commonly used statistical tools for analysing
count data in ecology and biodiversity research. This is not surprising given the prevalence …
count data in ecology and biodiversity research. This is not surprising given the prevalence …
[图书][B] Joint species distribution modelling: With applications in R
O Ovaskainen, N Abrego - 2020 - books.google.com
Joint species distribution modelling (JSDM) is a fast-developing field and promises to
revolutionise how data on ecological communities are analysed and interpreted. Written for …
revolutionise how data on ecological communities are analysed and interpreted. Written for …
How to make more out of community data? A conceptual framework and its implementation as models and software
Community ecology aims to understand what factors determine the assembly and dynamics
of species assemblages at different spatiotemporal scales. To facilitate the integration …
of species assemblages at different spatiotemporal scales. To facilitate the integration …
A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels
A large array of species distribution model (SDM) approaches has been developed for
explaining and predicting the occurrences of individual species or species assemblages …
explaining and predicting the occurrences of individual species or species assemblages …
sdmTMB: an R package for fast, flexible, and user-friendly generalized linear mixed effects models with spatial and spatiotemporal random fields
Geostatistical data—spatially referenced observations related to some continuous spatial
phenomenon—are ubiquitous in ecology and can reveal ecological processes and inform …
phenomenon—are ubiquitous in ecology and can reveal ecological processes and inform …
Guidance for decisions using the Vector Autoregressive Spatio-Temporal (VAST) package in stock, ecosystem, habitat and climate assessments
JT Thorson - Fisheries Research, 2019 - Elsevier
Fisheries scientists provide stock, ecosystem, habitat, and climate assessments to support
interdisplinary fisheries management in the US and worldwide. These assessment activities …
interdisplinary fisheries management in the US and worldwide. These assessment activities …
Biotic interactions in species distribution modelling: 10 questions to guide interpretation and avoid false conclusions
CF Dormann, M Bobrowski, DM Dehling… - Global ecology and …, 2018 - Wiley Online Library
Aim Recent studies increasingly use statistical methods to infer biotic interactions from co‐
occurrence information at a large spatial scale. However, disentangling biotic interactions …
occurrence information at a large spatial scale. However, disentangling biotic interactions …
Generalized joint attribute modeling for biodiversity analysis: Median‐zero, multivariate, multifarious data
JS Clark, D Nemergut, B Seyednasrollah… - Ecological …, 2017 - Wiley Online Library
Probabilistic forecasts of species distribution and abundance require models that
accommodate the range of ecological data, including a joint distribution of multiple species …
accommodate the range of ecological data, including a joint distribution of multiple species …
Comparing estimates of abundance trends and distribution shifts using single-and multispecies models of fishes and biogenic habitat
JT Thorson, LAK Barnett - ICES Journal of Marine Science, 2017 - academic.oup.com
Several approaches have been developed over the last decade to simultaneously estimate
distribution or density for multiple species (eg “joint species distribution” or “multispecies …
distribution or density for multiple species (eg “joint species distribution” or “multispecies …