Distance‐based clustering of mixed data

M Van de Velden, A Iodice D'Enza… - Wiley Interdisciplinary …, 2019 - Wiley Online Library
Cluster analysis comprises of several unsupervised techniques aiming to identify a
subgroup (cluster) structure underlying the observations of a data set. The desired cluster …

Functional identity and diversity of animals predict ecosystem functioning better than species-based indices

V Gagic, I Bartomeus, T Jonsson… - … of the Royal …, 2015 - royalsocietypublishing.org
Drastic biodiversity declines have raised concerns about the deterioration of ecosystem
functions and have motivated much recent research on the relationship between species …

[图书][B] Numerical ecology with R

D Borcard, F Gillet, P Legendre - 2011 - Springer
Numerical Ecology with R provides a long-awaited bridge between a textbook in Numerical
Ecology and the implementation of this discipline in the R language. After short theoretical …

A distance‐based framework for measuring functional diversity from multiple traits

E Laliberté, P Legendre - Ecology, 2010 - Wiley Online Library
A new framework for measuring functional diversity (FD) from multiple traits has recently
been proposed. This framework was mostly limited to quantitative traits without missing …

Pattern recognition using clustering analysis to support transportation system management, operations, and modeling

R Saha, MT Tariq, M Hadi, Y Xiao - Journal of Advanced …, 2019 - Wiley Online Library
There has been an increasing interest in recent years in using clustering analysis for the
identification of traffic patterns that are representative of traffic conditions in support of …

ED door-to-antibiotic time and long-term mortality in sepsis

ID Peltan, SM Brown, JR Bledsoe, J Sorensen… - Chest, 2019 - Elsevier
Background The impact of antibiotic timing on sepsis outcomes remains controversial due to
conflicting results from previous studies. Objectives This study investigated the association …

Rao's quadratic entropy as a measure of functional diversity based on multiple traits

Z Botta‐Dukát - Journal of vegetation science, 2005 - Wiley Online Library
Abstract Question: Is Rao's quadratic entropy a suitable measure of functional diversity if
several traits are considered? Methods: It is checked whether Rao's quadratic entropy (FDQ) …

On the challenge of treating various types of variables: application for improving the measurement of functional diversity

S Pavoine, J Vallet, AB Dufour, S Gachet, H Daniel - Oikos, 2009 - Wiley Online Library
Functional diversity is at the heart of current research in the field of conservation biology.
Most of the indices that measure diversity depend on variables that have various statistical …

Functional identity is more important than diversity in influencing ecosystem processes in a temperate native grassland

K Mokany, J Ash, S Roxburgh - Journal of Ecology, 2008 - Wiley Online Library
Summary 1 Experimental studies have provided significant knowledge of how biodiversity
can influence ecosystem processes. However, there is a growing need to relate these …

Distance decay 2.0–a global synthesis of taxonomic and functional turnover in ecological communities

C Graco‐Roza, S Aarnio, N Abrego… - Global Ecology and …, 2022 - Wiley Online Library
Aim Understanding the variation in community composition and species abundances (ie, β‐
diversity) is at the heart of community ecology. A common approach to examine β‐diversity …