Collinearity: a review of methods to deal with it and a simulation study evaluating their performance

CF Dormann, J Elith, S Bacher, C Buchmann… - …, 2013 - Wiley Online Library
Collinearity refers to the non independence of predictor variables, usually in a regression‐
type analysis. It is a common feature of any descriptive ecological data set and can be a …

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

DR Roberts, V Bahn, S Ciuti, MS Boyce, J Elith… - …, 2017 - Wiley Online Library
Ecological data often show temporal, spatial, hierarchical (random effects), or phylogenetic
structure. Modern statistical approaches are increasingly accounting for such dependencies …

Predictive performance of presence‐only species distribution models: a benchmark study with reproducible code

R Valavi, G Guillera‐Arroita… - Ecological …, 2022 - Wiley Online Library
Species distribution modeling (SDM) is widely used in ecology and conservation. Currently,
the most available data for SDM are species presence‐only records (available through …

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

SJ Phillips, RP Anderson, M Dudík, RE Schapire… - …, 2017 - Wiley Online Library
This software note announces a new open‐source release of the Maxent software for
modeling species distributions from occurrence records and environmental data, and …

The effect of malaria control on Plasmodium falciparum in Africa between 2000 and 2015

S Bhatt, DJ Weiss, E Cameron, D Bisanzio, B Mappin… - Nature, 2015 - nature.com
Since the year 2000, a concerted campaign against malaria has led to unprecedented levels
of intervention coverage across sub-Saharan Africa. Understanding the effect of this control …

The global distribution and burden of dengue

S Bhatt, PW Gething, OJ Brady, JP Messina, AW Farlow… - Nature, 2013 - nature.com
Dengue is a systemic viral infection transmitted between humans by Aedes mosquitoes. For
some patients, dengue is a life-threatening illness. There are currently no licensed vaccines …

[BOOK][B] Habitat suitability and distribution models: with applications in R

A Guisan, W Thuiller, NE Zimmermann - 2017 - books.google.com
This book introduces the key stages of niche-based habitat suitability model building,
evaluation and prediction required for understanding and predicting future patterns of …

The global distribution of the arbovirus vectors Aedes aegypti and Ae. albopictus

MUG Kraemer, ME Sinka, KA Duda, AQN Mylne… - elife, 2015 - elifesciences.org
Dengue and chikungunya are increasing global public health concerns due to their rapid
geographical spread and increasing disease burden. Knowledge of the contemporary …

Co‐occurrence is not evidence of ecological interactions

FG Blanchet, K Cazelles, D Gravel - Ecology Letters, 2020 - Wiley Online Library
There is a rich amount of information in co‐occurrence (presence–absence) data that could
be used to understand community assembly. This proposition first envisioned by Forbes …

A statistical explanation of MaxEnt for ecologists

J Elith, SJ Phillips, T Hastie, M Dudík… - Diversity and …, 2011 - Wiley Online Library
MaxEnt is a program for modelling species distributions from presence‐only species
records. This paper is written for ecologists and describes the MaxEnt model from a …