Positional errors in species distribution modelling are not overcome by the coarser grains of analysis

Microclimate‐based species distribution models in complex forested terrain indicate widespread cryptic refugia under climate change

(2022) Jordan R. Stark et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Positional errors in species distribution modelling are not overcome by the coarser grains of analysis

(2022) Lukáš Gábor et al.   Methods in Ecology and Evolution

Using centroids of spatial units in ecological niche modelling: Effects on model performance in the context of environmental data grain size

(2021) Yanchao Cheng et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Continental‐scale 1 km hummingbird diversity derived from fusing point records with lateral and elevational expert information

(2021) Diego Ellis‐Soto et al.   ECOGRAPHY

Creating virtual species to test species distribution models: the importance of landscape structure, dispersal and population processes

(2021) Liam Grimmett et al.   ECOGRAPHY

Identifying fine‐scale habitat preferences of threatened butterflies using airborne laser scanning

(2021) Jan Peter Reinier Vries et al.   DIVERSITY AND DISTRIBUTIONS

Multiscale Very High Resolution Topographic Models in Alpine Ecology: Pros and Cons of Airborne LiDAR and Drone-Based Stereo-Photogrammetry Technologies

(2021) Annie S. Guillaume et al.   Remote Sensing

Comparing sample bias correction methods for species distribution modeling using virtual species

(2021) Richard Inman et al.   Ecosphere

The role of the vegetation structure, primary productivity and senescence derived from airborne LiDAR and hyperspectral data for birds diversity and rarity on a restored site

(2021) Vítězslav Moudrý et al.   LANDSCAPE AND URBAN PLANNING

ForestTemp – Sub‐canopy microclimate temperatures of European forests

(2021) Stef Haesen et al.   GLOBAL CHANGE BIOLOGY

A cloud-based toolbox for the versatile environmental annotation of biodiversity data

(2021) Richard Li et al.   PLOS BIOLOGY

Deciphering ecology from statistical artefacts: Competing influence of sample size, prevalence and habitat specialization on species distribution models and how small evaluation datasets can inflate metrics of performance

(2020) Tyler A. Hallman et al.   DIVERSITY AND DISTRIBUTIONS

Quality and usability challenges of global marine biodiversity databases: An example for marine mammal data

(2020) Vítězslav Moudrý et al.   Ecological Informatics

Hierarchical multi‐grain models improve descriptions of species’ environmental associations, distribution, and abundance

(2020) Katherine Mertes et al.   ECOLOGICAL APPLICATIONS

Modeling the historical distribution of American chestnut (Castanea dentata) for potential restoration in western New York State, US

(2020) Stephen J. Tulowiecki   FOREST ECOLOGY AND MANAGEMENT

Sample size for the evaluation of presence-absence models

(2020) Alberto Jiménez-Valverde   ECOLOGICAL INDICATORS

Sensitivity analysis of parameters and contrasting performance of ground filtering algorithms with UAV photogrammetry-based and LiDAR point clouds

(2020) Petr Klápště et al.   International Journal of Digital Earth

Common mistakes in ecological niche models

(2020) Neftalí Sillero et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Advances in Microclimate Ecology Arising from Remote Sensing

(2019) Florian Zellweger et al.   TRENDS IN ECOLOGY & EVOLUTION

CoordinateCleaner: standardized cleaning of occurrence records from biological collection databases

(2019) Alexander Zizka et al.   Methods in Ecology and Evolution

Standards for distribution models in biodiversity assessments

(2019) Miguel B. Araújo et al.   Science Advances

Use and categorization of Light Detection and Ranging vegetation metrics in avian diversity and species distribution research

(2019) Tristan R. M. Bakx et al.   DIVERSITY AND DISTRIBUTIONS

How do species and data characteristics affect species distribution models and when to use environmental filtering?

(2019) Lukáš Gábor et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Testing methods in species distribution modelling using virtual species: what have we learnt and what are we missing?

(2019) Christine N. Meynard et al.   ECOGRAPHY

Comparing temperature data sources for use in species distribution models: From in‐situ logging to remote sensing

(2019) Jonas J. Lembrechts et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Macroecology in the age of Big Data – Where to go from here?

(2019) Rafael O. Wüest et al.   JOURNAL OF BIOGEOGRAPHY

Species' range model metadata standards: RMMS

(2019) Cory Merow et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

How characteristic is the species characteristic selection scale?

(2019) Erica F. Stuber et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

The effect of positional error on fine scale species distribution models increases for specialist species

(2019) Lukáš Gábor et al.   ECOGRAPHY

Potential pitfalls in rescaling digital terrain model-derived attributes for ecological studies

(2019) Vítězslav Moudrý et al.   Ecological Informatics

Disentangling scale dependencies in species environmental niches and distributions

(2018) Katherine Mertes et al.   ECOGRAPHY

The effect of sample size on the accuracy of species distribution models: considering both presences and pseudo-absences or background sites

(2018) Canran Liu et al.   ECOGRAPHY

C4 photosynthesis evolved in warm climates but promoted migration to cooler ones

(2018) Teera Watcharamongkol et al.   ECOLOGY LETTERS

Competition-driven niche segregation on a landscape scale: Evidence for escaping from syntopy towards allotopy in two coexisting sibling passerine species

(2018) Jiří Reif et al.   JOURNAL OF ANIMAL ECOLOGY

Without quality presence-absence data, discrimination metrics such as TSS can be misleading measures of model performance

(2018) Boris Leroy et al.   JOURNAL OF BIOGEOGRAPHY

Impact of input data (in)accuracy on overestimation of visible area in digital viewshed models

(2018) Ondřej Lagner et al.   PeerJ

Fine scale waterbody data improve prediction of waterbird occurrence despite coarse species data

(2018) Petra Šímová et al.   ECOGRAPHY

Incorporating microclimate into species distribution models

(2018) Jonas Lembrechts et al.   ECOGRAPHY

Biogeo: an R package for assessing and improving data quality of occurrence record datasets

(2016) Mark P. Robertson et al.   ECOGRAPHY

Putting insects on the map: near-global variation in sphingid moth richness along spatial and environmental gradients

(2016) Liliana Ballesteros-Mejia et al.   ECOGRAPHY

Quantifying the value of user-level data cleaning for big data: A case study using mammal distribution models

(2016) Tomer Gueta et al.   Ecological Informatics

Generating spike-free digital surface models using LiDAR raw point clouds: A new approach for forestry applications

(2016) Anahita Khosravipour et al.   International Journal of Applied Earth Observation and Geoinformation

Multi-scale habitat selection modeling: a review and outlook

(2016) Kevin McGarigal et al.   LANDSCAPE ECOLOGY

Sensitivity of fine-scale species distribution models to locational uncertainty in occurrence data across multiple sample sizes

(2016) Peter J. Mitchell et al.   Methods in Ecology and Evolution

virtualspecies, an R package to generate virtual species distributions

(2015) Boris Leroy et al.   ECOGRAPHY

Minimum required number of specimen records to develop accurate species distribution models

(2015) André S. J. van Proosdij et al.   ECOGRAPHY

Modelling species distributions with simulated virtual species

(2015) Vítězslav Moudrý   JOURNAL OF BIOGEOGRAPHY

Phytogeography of New Guinean orchids: patterns of species richness and turnover

(2015) Julien Vollering et al.   JOURNAL OF BIOGEOGRAPHY

What determines the spatial extent of landscape effects on species?

(2015) Paul Miguet et al.   LANDSCAPE ECOLOGY

Spatial scale and geographic context in benthic habitat mapping: review and future directions

(2015) V Lecours et al.   MARINE ECOLOGY PROGRESS SERIES

Novel competitors shape species’ responses to climate change

(2015) Jake M. Alexander et al.   NATURE

Spatial scale and geographic context in benthic habitat mapping: review and future directions

(2015) V Lecours et al.   MARINE ECOLOGY PROGRESS SERIES

Uncertainty, priors, autocorrelation and disparate data in downscaling of species distributions

(2014) Petr Keil et al.   DIVERSITY AND DISTRIBUTIONS

Spatial structure analysis of a reptile community with airborne LiDAR data

(2014) N. Sillero et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Effects of positional error on modeling species distributions: a perspective using presettlement land survey records

(2014) Stephen J. Tulowiecki et al.   PLANT ECOLOGY

Terrain and vegetation structural influences on local avian species richness in two mixed-conifer forests

(2014) Jody C. Vogeler et al.   REMOTE SENSING OF ENVIRONMENT

Applications of airborne lidar for the assessment of animal species diversity

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

New measures for assessing model equilibrium and prediction mismatch in species distribution models

(2013) A. Márcia Barbosa et al.   DIVERSITY AND DISTRIBUTIONS

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

(2013) Wenkai Li et al.   ECOGRAPHY

Where is positional uncertainty a problem for species distribution modelling?

(2013) Babak Naimi et al.   ECOGRAPHY

Scale-dependent effect sizes of ecological drivers on biodiversity: why standardised sampling is not enough

(2013) Jonathan M. Chase et al.   ECOLOGY LETTERS

Very high resolution environmental predictors in species distribution models

(2013) Jean-Nicolas Pradervand et al.   PROGRESS IN PHYSICAL GEOGRAPHY

Correction of location errors for presence-only species distribution models

(2013) Trevor J. Hefley et al.   Methods in Ecology and Evolution

The role of biotic interactions in shaping distributions and realised assemblages of species: implications for species distribution modelling

(2012) Mary Susanne Wisz et al.   BIOLOGICAL REVIEWS

Measuring and selecting scales of effect for landscape predictors in species–habitat models

(2012) Amanda E. Martin et al.   ECOLOGICAL APPLICATIONS

Investigating species–environment relationships at multiple scales: Differentiating between intrinsic scale and the modifiable areal unit problem

(2012) Alex M. Lechner et al.   Ecological Complexity

Influence of positional accuracy, sample size and scale on modelling species distributions: a review

(2012) Vítězslav Moudrý et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Darwin Core: An Evolving Community-Developed Biodiversity Data Standard

(2012) John Wieczorek et al.   PLoS One

Effects of georeferencing effort on mapping monkeypox case distributions and transmission risk

(2012) R Lash et al.   International Journal of Health Geographics

Quantitative metrics of overlaps in Grinnellian niches: advances and possible drawbacks

(2011) D. Rödder et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Insights into the area under the receiver operating characteristic curve (AUC) as a discrimination measure in species distribution modelling

(2011) Alberto Jiménez-Valverde   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Spatial autocorrelation in predictors reduces the impact of positional uncertainty in occurrence data on species distribution modelling

(2011) Babak Naimi et al.   JOURNAL OF BIOGEOGRAPHY

Implications of ignoring telemetry error on inference in wildlife resource use models

(2011) Robert A. Montgomery et al.   JOURNAL OF WILDLIFE MANAGEMENT

Integrating biodiversity distribution knowledge: toward a global map of life

(2011) Walter Jetz et al.   TRENDS IN ECOLOGY & EVOLUTION

The virtual ecologist approach: simulating data and observers

(2010) Damaris Zurell et al.   OIKOS

The effect of prevalence and its interaction with sample size on the reliability of species distribution models

(2009) A. Jiménez-Valverde et al.   COMMUNITY ECOLOGY

Effects of species and habitat positional errors on the performance and interpretation of species distribution models

(2009) Patrick E. Osborne et al.   DIVERSITY AND DISTRIBUTIONS

Habitat selection at multiple scales

(2009) Stephen J. Mayor et al.   ECOSCIENCE

Scale effects in species distribution models: implications for conservation planning under climate change

(2008) C. Seo et al.   Biology Letters

Modelling the partially unknown distribution of wall lizards (Podarcis) in North Africa: ecological affinities, potential areas of occurrence, and methodological constraints

(2008) A. Kaliontzopoulou et al.   CANADIAN JOURNAL OF ZOOLOGY

Effects of sample size on the performance of species distribution models

(2008) M. S. Wisz et al.   DIVERSITY AND DISTRIBUTIONS

Sensitivity of species-distribution models to error, bias, and model design: An application to resource selection functions for woodland caribou

(2008) Chris J. Johnson et al.   ECOLOGICAL MODELLING

AUC: a misleading measure of the performance of predictive distribution models

(2007) Jorge M. Lobo et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY