[PDF][PDF] Species distribution modeling with R

RJ Hijmans, J Elith - R Cran Project, 2013 - Citeseer
This document is an introduction to species distribution modeling with R. Species
distribution modeling (SDM) is also known under other names including envelope-modeling …

The global distribution of plants used by humans

S Pironon, I Ondo, M Diazgranados, R Allkin… - Science, 2024 - science.org
Plants sustain human life. Understanding geographic patterns of the diversity of species
used by people is thus essential for the sustainable management of plant resources. Here …

Modelling the potential geographic distribution of invasive ant species in New Zealand

DF Ward - Biological Invasions, 2007 - Springer
Despite their economic and environmental impacts, there have been relatively few attempts
to model the distribution of invasive ant species. In this study, the potential distribution of six …

Modelling of essential fish habitat based on remote sensing, spatial analysis and GIS

VD Valavanis, GJ Pierce, AF Zuur, A Palialexis… - Essential fish habitat …, 2008 - Springer
We review the variety of existing modelling approaches applied to species habitat mapping
and we discuss issues arising from the availability and nature of sampled biological data …

New developments and applications in the ANUCLIM spatial climatic and bioclimatic modelling package

T Xu, MF Hutchinson - Environmental Modelling & Software, 2013 - Elsevier
ANUCLIM (Xu and Hutchinson, 2011) is a unique software package used to support the
spatial modelling and mapping of environmental and natural resources. It has been …

[HTML][HTML] Potential species distribution modeling and the use of principal component analysis as predictor variables

G Cruz-Cárdenas, L López-Mata, JL Villaseñor… - Revista mexicana de …, 2014 - Elsevier
Prior to modeling the potential distribution of a species it is recommended to carry out
analyses to reduce errors in the model, especially those caused by the spatial …

Testing the ability of species distribution models to infer variable importance

AB Smith, MJ Santos - Ecography, 2020 - Wiley Online Library
Models of species' distributions and niches are frequently used to infer the importance of
range‐and niche‐defining variables. However, the degree to which these models can …

Data‐mining discovery of pattern and process in ecological systems

WM Hochachka, R Caruana, D Fink… - The Journal of …, 2007 - Wiley Online Library
Most ecologists use statistical methods as their main analytical tools when analyzing data to
identify relationships between a response and a set of predictors; thus, they treat all …

Presence-only and presence-absence data for comparing species distribution modeling methods

J Elith, C Graham, R Valavi, M Abegg, C Bruce… - Biodiversity …, 2020 - journals.ku.edu
Species distribution models (SDMs) are widely used to predict and study distributions of
species. Many different modeling methods and associated algorithms are used and continue …

The impact of climate change on California's ecosystem services

MR Shaw, L Pendleton, DR Cameron, B Morris… - Climatic Change, 2011 - Springer
Ecosystem services play a crucial role in sustaining human well-being and economic
viability. People benefit substantially from the delivery of ecosystem services, for which …