A Robust Prediction Model for Species Distribution Using Bagging Ensembles with Deep Neural Networks

Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation

(2020) Seungwon Jung et al.   SENSORS

Habitat Suitability Estimation Using a Two-Stage Ensemble Approach

(2020) Jehyeok Rew et al.   Remote Sensing

WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas

(2017) Stephen E. Fick et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Applying species distribution modelling to a data poor, pelagic fish complex: the ocean sunfishes

(2017) Natasha D. Phillips et al.   JOURNAL OF BIOGEOGRAPHY

What determines spatial bias in citizen science? Exploring four recording schemes with different proficiency requirements

(2016) Jonas Geldmann et al.   DIVERSITY AND DISTRIBUTIONS

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

(2015) Matthew E. Aiello-Lammens et al.   ECOGRAPHY

A framework for species distribution modelling with improved pseudo-absence generation

(2015) Maialen Iturbide et al.   ECOLOGICAL MODELLING

The Predictive Performance and Stability of Six Species Distribution Models

(2014) Ren-Yan Duan et al.   PLoS One

SDMtoolbox: a python-based GIS toolkit for landscape genetic, biogeographic and species distribution model analyses

(2014) Jason L. Brown   Methods in Ecology and Evolution

Statistical solutions for error and bias in global citizen science datasets

(2013) Tomas J. Bird et al.   BIOLOGICAL CONSERVATION

Where is positional uncertainty a problem for species distribution modelling?

(2013) Babak Naimi et al.   ECOGRAPHY

Global food security, biodiversity conservation and the future of agricultural intensification

(2012) Teja Tscharntke et al.   BIOLOGICAL CONSERVATION

Equilibrium of Global Amphibian Species Distributions with Climate

(2012) Mariana Munguía et al.   PLoS One

Selecting pseudo-absences for species distribution models: how, where and how many?

(2012) Morgane Barbet-Massin et al.   Methods in Ecology and Evolution

Equilibrium or not? Modelling potential distribution of invasive species in different stages of invasion

(2011) Tomáš Václavík et al.   DIVERSITY AND DISTRIBUTIONS

What does ecological modelling model? A proposed classification of ecological niche models based on their underlying methods

(2011) Neftalí Sillero   ECOLOGICAL MODELLING

The crucial role of the accessible area in ecological niche modeling and species distribution modeling

(2011) Narayani Barve et al.   ECOLOGICAL MODELLING

Species distribution modelling of marine benthos: a North Sea case study

(2011) H Reiss et al.   MARINE ECOLOGY PROGRESS SERIES

Comparative interpretation of count, presence-absence and point methods for species distribution models

(2011) Geert Aarts et al.   Methods in Ecology and Evolution

Comparison of alternative strategies for invasive species distribution modeling

(2010) Todd P. Robinson et al.   ECOLOGICAL MODELLING

Ground validation of presence-only modelling with rare species: a case study on barbastellesBarbastella barbastellus(Chiroptera: Vespertilionidae)

(2010) Hugo Rebelo et al.   JOURNAL OF APPLIED ECOLOGY

Global Biodiversity: Indicators of Recent Declines

(2010) S. H. M. Butchart et al.   SCIENCE

Global pollinator declines: trends, impacts and drivers

(2010) Simon G. Potts et al.   TRENDS IN ECOLOGY & EVOLUTION

Do they? How do they? WHY do they differ? On finding reasons for differing performances of species distribution models

(2009) Jane Elith et al.   ECOGRAPHY

BIOMOD - a platform for ensemble forecasting of species distributions

(2009) Wilfried Thuiller et al.   ECOGRAPHY

Applying species distribution modelling for the conservation of the threatened saproxylic Stag Beetle (Lucanus cervus)

(2008) Arno Thomaes et al.   BIOLOGICAL CONSERVATION

Assessing the effects of pseudo-absences on predictive distribution model performance

(2007) Rosa M. Chefaoui et al.   ECOLOGICAL MODELLING