Machine learning methods without tears: a primer for ecologists

JD Olden, JJ Lawler, NLR Poff - The Quarterly review of …, 2008 - journals.uchicago.edu
Machine learning methods, a family of statistical techniques with origins in the field of
artificial intelligence, are recognized as holding great promise for the advancement of …

Thirty years of analysing and modelling avian habitat relationships using satellite imagery data: a review

TK Gottschalk, F Huettmann… - International Journal of …, 2005 - Taylor & Francis
The application of remote sensing and Geographic Information Systems (GIS) technologies
provides powerful tools when used to investigate wildlife and its habitat for an analysis or …

Spatial prediction of species distribution: an interface between ecological theory and statistical modelling

MP Austin - Ecological modelling, 2002 - Elsevier
Neglect of ecological knowledge is a limiting factor in the use of statistical modelling to
predict species distribution. Three components are needed for statistical modelling, an …

The gaps between theory and practice in selecting nature reserves

JR Prendergast, RM Quinn, JH Lawton - Conservation biology, 1999 - Wiley Online Library
Over the last three decades a great deal of research, money, and effort have been put into
the development of theory and techniques designed to make conservation more efficient …

Scale‐dependence in species‐area relationships

WR Turner, E Tjørve - Ecography, 2005 - Wiley Online Library
Species‐area relationships (SARs) are among the most studied phenomena in ecology, and
are important both to our basic understanding of biodiversity and to improving our ability to …

Species richness, environmental correlates, and spatial scale: a test using South African birds

BJ Van Rensburg, SL Chown… - The American …, 2002 - journals.uchicago.edu
Energy and habitat heterogeneity are important correlates of spatial variation in species
richness, though few investigations have sought to determine simultaneously their relative …

Informing landscape planning and design for sustaining ecosystem services from existing spatial patterns and knowledge

KB Jones, G Zurlini, F Kienast, I Petrosillo, T Edwards… - Landscape …, 2013 - Springer
Over the last decade we have seen an increased emphasis in environmental management
and policies aimed at maintaining and restoring multiple ecosystem services at landscape …

A comparison of systems to analyse potential weed distributions

DJ Kriticos, RP Randall - Weed risk assessment, 2001 - books.google.com
Weed risk assessment (WRA) deals with those situations in which an exotic plant species
has already been, or may in future be, introduced to new territory. In the context of this …

Potential effects of climate change on birds of the Northeast

NL Rodenhouse, SN Matthews, KP McFarland… - … adaptation strategies for …, 2008 - Springer
We used three approaches to assess potential effects of climate change on birds of the
Northeast. First, we created distribution and abundance models for common bird species …

Concordance of taxonomic composition patterns across multiple lake assemblages: effects of scale, body size, and land use

AP Allen, TR Whittier, DP Larsen… - Canadian Journal of …, 1999 - cdnsciencepub.com
We assessed environmental gradients and the extent to which they induced concordant
patterns of taxonomic composition among benthic macroinvertebrate, riparian bird …