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 …

Species distribution models and ecological theory: a critical assessment and some possible new approaches

M Austin - Ecological modelling, 2007 - Elsevier
Given the importance of knowledge of species distribution for conservation and climate
change management, continuous and progressive evaluation of the statistical models …

Novel methods improve prediction of species' distributions from occurrence data

J Elith*, C H. Graham*, R P. Anderson, M Dudík… - …, 2006 - Wiley Online Library
Prediction of species' distributions is central to diverse applications in ecology, evolution and
conservation science. There is increasing electronic access to vast sets of occurrence …

Assessing the accuracy of species distribution models: prevalence, kappa and the true skill statistic (TSS)

O Allouche, A Tsoar, R Kadmon - Journal of applied ecology, 2006 - Wiley Online Library
Summary 1 In recent years the use of species distribution models by ecologists and
conservation managers has increased considerably, along with an awareness of the need to …

Effects of sample size on the performance of species distribution models

MS Wisz, RJ Hijmans, J Li, AT Peterson… - Diversity and …, 2008 - Wiley Online Library
ABSTRACT A wide range of modelling algorithms is used by ecologists, conservation
practitioners, and others to predict species ranges from point locality data. Unfortunately, the …

Why do we still use stepwise modelling in ecology and behaviour?

MJ Whittingham, PA Stephens… - Journal of animal …, 2006 - Wiley Online Library
Summary 1 The biases and shortcomings of stepwise multiple regression are well
established within the statistical literature. However, an examination of papers published in …

Habitat suitability modelling and niche theory

AH Hirzel, G Le Lay - Journal of applied ecology, 2008 - Wiley Online Library
Summary 1 The concept of the ecological niche relates a set of environmental variables to
the fitness of species, while habitat suitability models (HSMs) relate environmental variables …

[图书][B] Habitat fragmentation and landscape change: an ecological and conservation synthesis

DB Lindenmayer, J Fischer - 2013 - books.google.com
Habitat loss and degradation that comes as a result of human activity is the single biggest
threat to biodiversity in the world today. Habitat Fragmentation and Landscape Change is a …

Threshold criteria for conversion of probability of species presence to either–or presence–absence

A Jiménez-Valverde, JM Lobo - Acta oecologica, 2007 - Elsevier
For many applications the continuous prediction afforded by species distribution modeling
must be converted to a map of presence or absence, so a threshold probability indicative of …

Methods and uncertainties in bioclimatic envelope modelling under climate change

RK Heikkinen, M Luoto, MB Araújo… - Progress in …, 2006 - journals.sagepub.com
Potential impacts of projected climate change on biodiversity are often assessed using
single-species bioclimatic 'envelope'models. Such models are a special case of species …