Novel methods improve prediction of species’ distributions from occurrence data

Jane Elith, Catherine H. Graham, Robert P. Anderson, +23

Ecography

BiodiversityEngineeringCommunity ModelsGeneralised Additive ModelsEcological Modelling +7

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

Steven J. Phillips

Ecography

BiodiversityHinge FeaturesDefault SettingsEngineeringBiogeography +11

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

Cory Merow, Matthew J. Smith, John A. Silander

Ecography

Applied Plant EcologyBiodiversityEngineeringEcological SimulationData Science +13

Opening the black box: an open‐source release of Maxent

Steven J. Phillips, Robert P. Anderson, Robert E. Schapire, +1

Ecography

BiodiversityBlack BoxEngineeringEcological ModellingOpen-source Software Development +9

Selecting thresholds of occurrence in the prediction of species distributions

Canran Liu, Pam Berry, Terence P. Dawson, +1

Ecography

Search OptimizationEngineeringMachine LearningDiagnosisSpecies Occurrence +18

BIOMOD – a platform for ensemble forecasting of species distributions

Wilfried Thuiller, Bruno Lafourcade, Robin Engler, +1

Ecography

BiodiversityEngineeringMolecular EcologyEcological ModellingBiodiversity Assessment +9

The effect of sample size and species characteristics on performance of different species distribution modeling methods

Pilar Adriana Rey Hernández, Catherine H. Graham, Lawrence L. Master, +1

Ecography

Species Distribution ModelsBiodiversitySpatial DistributionsEngineeringBiogeography +12

spThin: an R package for spatial thinning of species occurrence records for use in ecological niche models

Matthew E. Aiello‐Lammens, Robert A. Boria, Aleksandar Radosavljević, +2

Ecography

EngineeringNatural DiversitySocial SciencesSpecie DistributionR Package +15

ENMTools: a toolbox for comparative studies of environmental niche models

Dan L. Warren, Richard E. Glor, Michael Turelli

Ecography

BiodiversityEngineeringRandomization TestsMolecular EcologyBiogeography +11

Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure

David R. Roberts, Volker Bahn, Simone Ciuti, +11

Ecography

BiologyPhylogenetic StructureBiodiversityBlock Cross‐validationCausal Predictors +11