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Genotype x environment interaction for sunflower hybrids in South Africa

Dissertation (MSc (Genetics))--University of Pretoria, 2004.

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Other Authors: Geerthsen, Peter J.M.
Format: Thesis
Published: University of Pretoria 2013
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access_status_str Open Access
author2 Geerthsen, Peter J.M.
author_browse Geerthsen, Peter J.M.
author_facet Geerthsen, Peter J.M.
collection Thesis
dc_rights_str_mv © 2004, University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria.
description Dissertation (MSc (Genetics))--University of Pretoria, 2004.
format Thesis
id oai:repository.up.ac.za:2263/23082
institution University of Pretoria (South Africa)
last_indexed 2026-06-10T12:39:50.247Z
license_str Other — see source repository
provenance_str_mv Harvested via OAI-PMH from UPSpace — University of Pretoria Institutional Repository
publishDate 2013
publishDateRange 2013
publishDateSort 2013
publisher University of Pretoria
publisherStr University of Pretoria
record_format dspace
source_str UPSpace — University of Pretoria Institutional Repository
spelling oai:repository.up.ac.za:2263/23082 Genotype x environment interaction for sunflower hybrids in South Africa Geerthsen, Peter J.M. Roux, Carl Z. danie.leeuwner@pannar.co.za Leeuwner, Danie Verster Gxe interaction Interaction Sunflower (Helianthus annuus) UCTD Dissertation (MSc (Genetics))--University of Pretoria, 2004. When testing nine different sunflower cultivars in 32 South African environments (location x year), an Additive Main Effects and Multiplicative Interaction analysis (AMMI) identified sizeable genotype by environment (GxE) interaction. The first two Interaction Principal Components Axes (IPCA1 and IPCA2) were highly significant (p<0.001), but all the factors responsible for the GxE interaction could not be identified, as the causes of interaction seems to be of complex nature. IPCA1 captured 34% of the interaction SS with only 15.3% of the degrees of freedom, while IPCA2 captured 22.5% of the interaction SS with 14.5% of the degrees of freedom. This indicates that the AMMI2 model fits the data well and is parsimonious. Both cultivars and environments grouped together in quadrants according to their length of season when their respective IPCA1 and IPCA2 scores were plotted against each other. Environments from the warmer dry Western and Northern regions, including the Dry Highveld Grassland, Northern Arid and Central Bushveld, grouped in opposite quadrants, 1 and 3, while environments from the cooler moist Eastern regions, including the Moist Highveld Grassland grouped in opposite quadrants, 2 and 4. The factors responsible for the division between quadrants 1 and 3, as well as those responsible for the division between quadrants 2 and 4 could not be identified. The long-season cultivars were better adapted to the Northern and Western environments, while the medium-season cultivars were better adapted to the Eastern environments. Each quadrant was dominated by a different cultivar. Because the environments and cultivars could not be sufficiently described according to the factors responsible for the observed GxE interaction, cultivars can not be advised for specific environments. It is therefore presently recommended that cultivars which are more widely adapted to South African conditions, be selected. Genetics unrestricted 2013-09-06T14:28:52Z 2006-03-10 2013-09-06T14:28:52Z 2004-11-19 2004 2006-03-10 Dissertation Leeuwner, D 2004, Genotype x environment interaction for Sunflower Hybrids in South Africa, MSc dissertation, University of Pretoria, Pretoria, viewed yymmdd < http://hdl.handle.net/2263/23082 > http://hdl.handle.net/2263/23082 http://upetd.up.ac.za/thesis/available/etd-03102006-142125/ © 2004, University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria. application/pdf University of Pretoria
spellingShingle Gxe interaction
Interaction
Sunflower (Helianthus annuus)
UCTD
Genotype x environment interaction for sunflower hybrids in South Africa
title Genotype x environment interaction for sunflower hybrids in South Africa
title_full Genotype x environment interaction for sunflower hybrids in South Africa
title_fullStr Genotype x environment interaction for sunflower hybrids in South Africa
title_full_unstemmed Genotype x environment interaction for sunflower hybrids in South Africa
title_short Genotype x environment interaction for sunflower hybrids in South Africa
title_sort genotype x environment interaction for sunflower hybrids in south africa
topic Gxe interaction
Interaction
Sunflower (Helianthus annuus)
UCTD
url http://hdl.handle.net/2263/23082
http://upetd.up.ac.za/thesis/available/etd-03102006-142125/