Is my species distribution model fit for purpose? Matching data and models to applications

G Guillera‐Arroita, JJ Lahoz‐Monfort… - Global ecology and …, 2015 - Wiley Online Library
Species distribution models (SDM s) are used to inform a range of ecological,
biogeographical and conservation applications. However, users often underestimate the …

Modelling of species distributions, range dynamics and communities under imperfect detection: advances, challenges and opportunities

G Guillera‐Arroita - Ecography, 2017 - Wiley Online Library
Building useful models of species distributions requires attention to several important issues,
one being imperfect detection of species. Data sets of species detections are likely to suffer …

Uncovering ecological state dynamics with hidden Markov models

BT McClintock, R Langrock, O Gimenez, E Cam… - Ecology …, 2020 - Wiley Online Library
Ecological systems can often be characterised by changes among a finite set of underlying
states pertaining to individuals, populations, communities or entire ecosystems through time …

Bias and information in biological records

NJB Isaac, MJO Pocock - Biological Journal of the Linnean …, 2015 - academic.oup.com
Biological recording is in essence a very simple concept in which a record is the report of a
species at a physical location at a certain time. The collation of these records into a dataset …

Accounting for imperfect detection in ecology: a quantitative review

KF Kellner, RK Swihart - PloS one, 2014 - journals.plos.org
Detection in studies of species abundance and distribution is often imperfect. Assuming
perfect detection introduces bias into estimation that can weaken inference upon which …

Why are species' traits weak predictors of range shifts?

SR Beissinger, EA Riddell - Annual Review of Ecology …, 2021 - annualreviews.org
We examine the evidence linking species' traits to contemporary range shifts and find they
are poor predictors of range shifts that have occurred over decades to a century. We then …

Detecting diversity: emerging methods to estimate species diversity

KJ Iknayan, MW Tingley, BJ Furnas… - Trends in ecology & …, 2014 - cell.com
Estimates of species richness and diversity are central to community and macroecology and
are frequently used in conservation planning. Commonly used diversity metrics account for …

Accounting for imperfect detection and survey bias in statistical analysis of presence‐only data

RM Dorazio - Global Ecology and Biogeography, 2014 - Wiley Online Library
Aim During the past decade ecologists have attempted to estimate the parameters of
species distribution models by combining locations of species presence observed in …

Ignoring imperfect detection in biological surveys is dangerous: A response to 'fitting and interpreting occupancy models'

G Guillera-Arroita, JJ Lahoz-Monfort, DI MacKenzie… - PloS one, 2014 - journals.plos.org
In a recent paper, Welsh, Lindenmayer and Donnelly (WLD) question the usefulness of
models that estimate species occupancy while accounting for detectability. WLD claim that …

Detecting the multiple facets of biodiversity

MA Jarzyna, W Jetz - Trends in Ecology & Evolution, 2016 - cell.com
Interest in, and opportunities to include functional and phylogenetic attributes of species in
community ecology and biogeography are rapidly growing and seen as vital for the …