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

Predicting distribution changes of a mire ecosystem under future climates

(2014) David A. Keith et al.   DIVERSITY AND DISTRIBUTIONS

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

(2014) Robert M. Dorazio   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Ignoring Imperfect Detection in Biological Surveys Is Dangerous: A Response to ‘Fitting and Interpreting Occupancy Models'

(2014) Gurutzeta Guillera-Arroita et al.   PLoS One

Maxent is not a presence-absence method: a comment on Thibaudet al.

(2014) Gurutzeta Guillera-Arroita et al.   Methods in Ecology and Evolution

Bias correction in species distribution models: pooling survey and collection data for multiple species

(2014) William Fithian et al.   Methods in Ecology and Evolution

Optimal surveillance strategy for invasive species management when surveys stop after detection

(2014) Gurutzeta Guillera-Arroita et al.   Ecology and Evolution

Finite-sample equivalence in statistical models for presence-only data

(2013) William Fithian et al.   Annals of Applied Statistics

Equivalence of MAXENT and Poisson Point Process Models for Species Distribution Modeling in Ecology

(2013) Ian W. Renner et al.   BIOMETRICS

bioclim: the first species distribution modelling package, its early applications and relevance to most currentMaxEntstudies

(2013) Trevor H. Booth et al.   DIVERSITY AND DISTRIBUTIONS

Species distribution models in conservation biogeography: developments and challenges

(2013) Janet Franklin   DIVERSITY AND DISTRIBUTIONS

Inference from presence-only data; the ongoing controversy

(2013) Trevor Hastie et al.   ECOGRAPHY

A practical guide to MaxEnt for modeling species’ distributions: what it does, and why inputs and settings matter

(2013) Cory Merow et al.   ECOGRAPHY

How to assess the prediction accuracy of species presence-absence models without absence data?

(2013) Wenkai Li et al.   ECOGRAPHY

On estimating probability of presence from use–availability or presence–background data

(2013) Steven J. Phillips et al.   ECOLOGY

Predicting species distributions for conservation decisions

(2013) Antoine Guisan et al.   ECOLOGY LETTERS

Stacking species distribution models and adjusting bias by linking them to macroecological models

(2013) Justin M. Calabrese et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Imperfect detection impacts the performance of species distribution models

(2013) José J. Lahoz-Monfort et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Selection, use, choice and occupancy: clarifying concepts in resource selection studies

(2013) Subhash R. Lele et al.   JOURNAL OF ANIMAL ECOLOGY

Analysing and mapping species range dynamics using occupancy models

(2013) Marc Kéry et al.   JOURNAL OF BIOGEOGRAPHY

Selecting thresholds for the prediction of species occurrence with presence-only data

(2013) Canran Liu et al.   JOURNAL OF BIOGEOGRAPHY

Imperfect detection is the rule rather than the exception in plant distribution studies

(2013) Guoke Chen et al.   JOURNAL OF ECOLOGY

Model-Based Control of Observer Bias for the Analysis of Presence-Only Data in Ecology

(2013) David I. Warton et al.   PLoS One

Advances and applications of occupancy models

(2013) Larissa L. Bailey et al.   Methods in Ecology and Evolution

Prevalence, thresholds and the performance of presence-absence models

(2013) Callum R. Lawson et al.   Methods in Ecology and Evolution

A comparison of Maxlike and Maxent for modelling species distributions

(2013) Cory Merow et al.   Methods in Ecology and Evolution

Statistical Ecology

(2013) Ruth King   Annual Review of Statistics and Its Application

Predicting the Geographic Distribution of a Species from Presence-Only Data Subject to Detection Errors

(2012) Robert M. Dorazio   BIOMETRICS

Distorted perception of the spatial distribution of plant diversity through uneven collecting efforts: the example of Asteraceae in Australia

(2012) Alexander N. Schmidt-Lebuhn et al.   JOURNAL OF BIOGEOGRAPHY

Likelihood analysis of species occurrence probability from presence-only data for modelling species distributions

(2012) J. Andrew Royle et al.   Methods in Ecology and Evolution

Designing studies to detect differences in species occupancy: power analysis under imperfect detection

(2012) Gurutzeta Guillera-Arroita et al.   Methods in Ecology and Evolution

Presence-only modelling using MAXENT: when can we trust the inferences?

(2012) Charles B. Yackulic et al.   Methods in Ecology and Evolution

Keep collecting: accurate species distribution modelling requires more collections than previously thought

(2011) Kenneth J. Feeley et al.   DIVERSITY AND DISTRIBUTIONS

Improving occupancy estimation when two types of observational error occur: non-detection and species misidentification

(2011) David A. Miller et al.   ECOLOGY

Species Occupancy Modeling for Detection Data Collected Along a Transect

(2011) Gurutzeta Guillera-Arroita et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Towards the modelling of true species distributions

(2011) Marc Kéry   JOURNAL OF BIOGEOGRAPHY

Point pattern modelling for degraded presence-only data over large regions

(2011) Avishek Chakraborty et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecology

(2010) David I. Warton et al.   Annals of Applied Statistics

When have we looked hard enough? A novel method for setting minimum survey effort protocols for flora surveys

(2010) GEORGIA E. GARRARD et al.   AUSTRAL ECOLOGY

A statistical explanation of MaxEnt for ecologists

(2010) Jane Elith et al.   DIVERSITY AND DISTRIBUTIONS

How well does presence-only-based species distribution modelling predict assemblage diversity? A case study of the Tenerife flora

(2010) Silvia C. Aranda et al.   ECOGRAPHY

Deriving the Species Richness Distribution of Geotrupinae (Coleoptera: Scarabaeoidea) in Mexico From the Overlap of Individual Model Predictions

(2010) Nuria Trotta-Moreu et al.   ENVIRONMENTAL ENTOMOLOGY

Applications and limitations of museum data for conservation and ecology, with particular attention to species distribution models

(2010) Tim Newbold   PROGRESS IN PHYSICAL GEOGRAPHY

Using summed individual species models and state-of-the-art modelling techniques to identify threatened plant species hotspots

(2009) Miia Parviainen et al.   BIOLOGICAL CONSERVATION

Modelling human impacts on the Tasmanian wedge-tailed eagle (Aquila audax fleayi)

(2009) Sarah A. Bekessy et al.   BIOLOGICAL CONSERVATION

Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data

(2009) Steven J. Phillips et al.   ECOLOGICAL APPLICATIONS

Streamlining ‘search and destroy’: cost-effective surveillance for invasive species management

(2009) Cindy E. Hauser et al.   ECOLOGY LETTERS

Climate-based models of spatial patterns of species richness in Egypt’s butterfly and mammal fauna

(2009) Tim Newbold et al.   JOURNAL OF BIOGEOGRAPHY

Predicting extinction risks under climate change: coupling stochastic population models with dynamic bioclimatic habitat models

(2008) D. A Keith et al.   Biology Letters

Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation

(2008) Steven J. Phillips et al.   ECOGRAPHY

Assessing the accuracy of species distribution models to predict amphibian species richness patterns

(2008) Eduardo Pineda et al.   JOURNAL OF ANIMAL ECOLOGY