Inductive pattern-based land use/cover change models: A comparison of four software packages

JF Mas, M Kolb, M Paegelow, MTC Olmedo… - … Modelling & Software, 2014 - Elsevier
Land use/cover change (LUCC), as an important factor in global change, is a topic that has
recently received considerable attention in the prospective modeling domain. There are …

Functional diversity measures: an overview of their redundancy and their ability to discriminate community assembly rules

MA Mouchet, S Villéger, NWH Mason… - Functional …, 2010 - Wiley Online Library
Indices quantifying the functional aspect of biodiversity are essential in understanding
relationships between biodiversity, ecosystem functioning and environmental constraints …

Climate-driven declines in arthropod abundance restructure a rainforest food web

BC Lister, A Garcia - … of the National Academy of Sciences, 2018 - National Acad Sciences
A number of studies indicate that tropical arthropods should be particularly vulnerable to
climate warming. If these predictions are realized, climate warming may have a more …

Global biogeography of microbial nitrogen-cycling traits in soil

MB Nelson, AC Martiny… - Proceedings of the …, 2016 - National Acad Sciences
Microorganisms drive much of the Earth's nitrogen (N) cycle, but we still lack a global
overview of the abundance and composition of the microorganisms carrying out soil N …

Patterns and causes of species richness: a general simulation model for macroecology

NJ Gotelli, MJ Anderson, HT Arita, A Chao… - Ecology …, 2009 - Wiley Online Library
Understanding the causes of spatial variation in species richness is a major research focus
of biogeography and macroecology. Gridded environmental data and species richness …

Predicting species distribution: offering more than simple habitat models

A Guisan, W Thuiller - Ecology letters, 2005 - Wiley Online Library
In the last two decades, interest in species distribution models (SDMs) of plants and animals
has grown dramatically. Recent advances in SDMs allow us to potentially forecast …

Variable importance in regression models

U Grömping - Wiley interdisciplinary reviews: Computational …, 2015 - Wiley Online Library
Regression analysis is one of the most‐used statistical methods. Often part of the research
question is the identification of the most important regressors or an importance ranking of the …

Five (or so) challenges for species distribution modelling

MB Araújo, A Guisan - Journal of biogeography, 2006 - Wiley Online Library
Species distribution modelling is central to both fundamental and applied research in
biogeography. Despite widespread use of models, there are still important conceptual …

Selecting predictors to maximize the transferability of species distribution models: Lessons from cross‐continental plant invasions

B Petitpierre, O Broennimann, C Kueffer… - Global Ecology and …, 2017 - Wiley Online Library
Aim Niche‐based species distribution models (SDMs) are commonly used to predict impacts
of global change on biodiversity, but the reliability of these predictions in space and time …

The uncertain nature of absences and their importance in species distribution modelling

JM Lobo, A Jiménez‐Valverde, J Hortal - Ecography, 2010 - Wiley Online Library
Species distribution models (SDM) are commonly used to obtain hypotheses on either the
realized or the potential distribution of species. The reliability and meaning of these …