About Us | Help Videos | Contact Us | Subscriptions

Members of ASA, CSSA, and SSSA: Due to system upgrades, your subscriptions in the digital library will be unavailable from May 15th to May 22nd. We apologize for any inconvenience this may cause, and thank you for your patience. If you have any questions, please call our membership department at 608-273-8080.


Institutional Subscribers: Institutional subscription access will not be interrupted for existing subscribers who have access via IP authentication, though new subscriptions or changes will not be available during the upgrade period. For questions, please email us at: queries@dl.sciencesocieties.org or call Danielle Lynch: 608-268-4976.



This article in CS

  1. Vol. 52 No. 5, p. 2143-2152
    unlockOPEN ACCESS
    Received: Feb 24, 2012

    * Corresponding author(s): gary.atlin@gatesfoundation.org
Request Permissions


Strategies to Subdivide a Target Population of Environments: Results from the CIMMYT-Led Maize Hybrid Testing Programs in Africa

  1. Vanessa S. Windhausena,
  2. Silke Wagenera,
  3. Cosmos Magorokoshob,
  4. Dan Makumbic,
  5. Bindiganavile Vivekd,
  6. Hans-Peter Piephoe,
  7. Albrecht E. Melchingera and
  8. Gary N. Atlin *f
  1. a Institute of Plant Breeding, Seed Science and Population Genetics, University of Hohenheim, Fruwirthstr. 21, 70593 Stuttgart, Germany
    b International Maize and Wheat Improvement Center (CIMMYT), P.O. Box MP163, Harare, Zimbabwe
    c CIMMYT, United Nations Avenue, Gigiri PO Box 1041 Village Market-00621, Nairobi, Kenya
    d CIMMYT, C/o ICRISAT, Patancheru 502324, India
    e Institute of Crop Science, University of Hohenheim, Fruwirthstr. 23, 70593 Stuttgart
    f CIMMYT, Dep. of Plant Breeding and Genetics, Cornell University, 310 Bradfield Hall, Ithaca NY 14853


To develop stable and high-yielding maize (Zea mays L.) hybrids for a diverse target population of environments (TPE), breeders have to decide whether greater gains result from selection across the undivided TPE or within more homogeneous subregions. Currently, CIMMYT subdivides the TPE in eastern and southern Africa into climatic and geographic subregions. To study the extent of specific adaptation to these subregions and to determine whether selection within subregions results in greater gains than selection across the undivided TPE, yield data of 448 maize hybrids evaluated in 513 trials across 17 countries from 2001 to 2009 were used. The trials were grouped according to five subdivision systems into climate, altitude, geographic, country, and yield-level subregions. For the first four subdivision systems, genotype × subregion interaction was low, suggesting broad adaptation of maize hybrids across eastern and southern Africa. In contrast, genotype × yield-level interactions and moderate genotypic correlations between low- and high-yielding subregions were observed. Therefore, hybrid means should be estimated by stratifying the TPE considering the yield-level effect as fixed and appropriately weighting information from both subregions. This strategy was at least 10% better in terms of predicted gains than direct selection using only data from the low- or high-yielding subregion and should facilitate the identification of hybrids that perform well in both subregions.

  Please view the pdf by using the Full Text (PDF) link under 'View' to the left.

Copyright © 2012. Copyright © by the Crop Science Society of America, Inc.