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  4. Utilization of the Scythe C++ open source library for statistical geocomputation in livestock landscape genomics
 
conference paper

Utilization of the Scythe C++ open source library for statistical geocomputation in livestock landscape genomics

Stucki, Sylvie  
•
Agha, Saif
•
Li, Menghua
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Ertz, Olivier
•
Joost, Stéphane  
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2012
OGRS Symposium Proceedings 2012
The Open Source Geospatial Research and Education Symposium (OGRS)

Understanding genetic basis of adaptation is of key importance, especially to insure food supply for present and future populations. Cultivated plants and livestock animals are subjected to high selection pressure due to climate change, increasing food needs and intensive methods in agriculture. Since adaptation processes are intrinsically linked to landscape, spatial analysis has a role to play in explaining how environmental features shape genetic pool. A research field named landscape genomics combines spatial analysis, population genomics and molecular ecology to provide information about the interaction between landscape features and micro-evolutionary processes. Although association studies may be conducted with standard statistical software, processing such large amount of genetic data provided by highthroughput sequencing technologies is computationally intensive. Therefore we decided develop an open source toolbox dedicated to landscape genomics. The implementation was made easier by using Scythe, an open source C++ library for statistical computation. It supports matrix calculation, provides various statistical functions and allows faster computations than interpreted languages.

  • Details
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Type
conference paper
Author(s)
Stucki, Sylvie  
Agha, Saif
Li, Menghua
Joost, Stéphane  
Editors
Ertz, Olivier
•
Joost, Stéphane  
•
Tonini, Marj
Date Issued

2012

Publisher

Lulu.com

Publisher place

London

Published in
OGRS Symposium Proceedings 2012
Series title/Series vol.

OGRS; 2

Start page

340

Subjects

Landscape genomics

•

Scythe C++ open source library

•

Spatial analysis

•

Natural selection

URL

URL

http://ogrs2012.org/

URL

http://www.ogrs2012.org/public/ogrs2012/OGRS_LIVRE_2012_FINAL.pdf
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LASIG  
Event nameEvent placeEvent date
The Open Source Geospatial Research and Education Symposium (OGRS)

Yverdon-les-Bains, Switzerland

October 24-26, 2012

Available on Infoscience
October 31, 2012
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/86440
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