Effects of spatial scale and choice of statistical model (linear versus tree-based) on determining species–habitat relationships

Gradient forests: calculating importance gradients on physical predictors

(2011) Nick Ellis et al.   ECOLOGY

Predicting the Distribution and Ecological Niche of Unexploited Snow Crab (Chionoecetes opilio) Populations in Alaskan Waters: A First Open-Access Ensemble Model

(2011) S. M. Hardy et al.   INTEGRATIVE AND COMPARATIVE BIOLOGY

Multivariate random forests

(2011) Mark Segal et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Species Distribution Models: Ecological Explanation and Prediction Across Space and Time

(2009) Jane Elith et al.   Annual Review of Ecology Evolution and Systematics

New approaches to modelling fish–habitat relationships

(2009) Anders Knudby et al.   ECOLOGICAL MODELLING

Estimating and controlling for spatial structure in the study of ecological communities

(2009) Pedro R. Peres-Neto et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

The relative importance of local, lateral, and longitudinal variables on the development of habitat quality models for a river

(2008) Judith Bouchard et al.   CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES

Predicting smallmouth bass (Micropterus dolomieu) occurrence across North America under climate change: a comparison of statistical approaches

(2008) Sapna Sharma et al.   CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES

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

(2008) Steven J. Phillips et al.   ECOGRAPHY

FORWARD SELECTION OF EXPLANATORY VARIABLES

(2008) F. Guillaume Blanchet et al.   ECOLOGY

ARTHROPOD ASSEMBLAGES ARE BEST PREDICTED BY PLANT SPECIES COMPOSITION

(2008) André P. Schaffers et al.   ECOLOGY

Empirical modelling of lake water-temperature relationships: a comparison of approaches

(2008) SAPNA SHARMA et al.   FRESHWATER BIOLOGY

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY