[R-sig-genetics] Pierre Legendre course - Advances in Spatial Analysis of Multivariate Ecological Data: Theory and Practice

[Oliver Hooker]

Advances in Spatial Analysis of Multivariate Ecological Data: Theory and
Practice

https://www.prstatistics.com/course/advances-in-spatial-analysis-of-multivariate-ecological-data-theory-and-practice-mvsp04/

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25th - 29th April 2022

£400 per person

Course Overview:

The course will describe recent methods (concepts and R tools) that can be
used to analyse spatial patterns in community ecology. The umbrella concept
of the course is beta diversity, which is the spatial variation of
communities. These methods are applicable to all types of communities
(bacteria, plants, animals) sampled along transects, regular grids or
irregularly distributed sites. The new methods, collectively referred to as
spatial eigen-function analysis, are grounded into techniques commonly used
by community ecologists, which will be described first: simple ordination
(PCA, CA, PCoA), multivariate regression and canonical analysis,
permutation tests. The choice of dissimilarities that are appropriate for
community composition data will also be discussed. The focal question is to
determine how much of the community variation (beta diversity) is due to
environmental sorting and to community-based processes, including neutral
processes. Recently developed methods to partition beta diversity in
different ways will be presented. Extensions will be made to temporal and
space-time data.


This course will be a combination of pre-recorded lectures delivered by
Prof. Pierre Legendre, Practical sessions with live support via email or
video link and final live summary with Q and A at the end of each day Prof
Pierre Legendre.

There will be morning lectures based on the modules outlined in the course
timetable. In the afternoon there will be practicals based on the topics
covered that morning. Data sets for computer practicals will be provided by
the instructors, but participants are welcome to bring their own data.

The recordings will be aired via zoom. Recordings last for approx. 4 hours.
Followed by a 3-hour practical. And then an approx. 3 hour Q and A session
with Pierre Legendre.

Recordings will be aired to accommodate different time zones listed below
in GMT.

Group 1
Recordings 08:00 – 12:00
Practical 12:30 – 15:30

Group 2
Recordings 12:00 – 16:00
Practical 16:30 – 19:30

Group 1 and 2
Live Q and A – 20:00 – 23:00 (with Prof. Pierre Legendre)

Email oliverhooker using prstatistics.com with any questions

-- 
Oliver Hooker PhD.
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