Spatial Multivariate Cluster Analysis for Defining Target Population of Environments in West Africa for Yam Breeding

被引:26
作者
Alabi, Tunrayo R. [1 ]
Adebola, Patrick Olusanmi [1 ]
Asfaw, Asrat [1 ]
De Koeyer, David [1 ]
Lopez-Montes, Antonio [2 ]
Asiedu, Robert [3 ]
机构
[1] IITA, Ibadan, Nigeria
[2] FAGE, Addison House Int Trade Fair Ctr, ITC, Accra, Ghana
[3] IITA, Res Dev Western Africa, Ibadan, Nigeria
关键词
Dioscorea SPP; Environmental Clusters; Mega-Environment; Target Set of Environment; Targeting; Varietal Testing; Yam Belt; RECOMMENDATION DOMAINS; CROP PRODUCTION; SOIL-MOISTURE; CLASSIFICATION; PRECIPITATION; AGRICULTURE; VARIABILITY; DELINEATION; IMPACTS; WORLD;
D O I
10.4018/IJAGR.2019070104
中图分类号
P9 [自然地理学]; K9 [地理];
学科分类号
0705 ; 070501 ;
摘要
Yam (Dioscorea spp.) is a major staple crop with high agricultural and cultural significance for over 300 million people in West Africa. Despite its importance, productivity is miserably low. A better understanding of the environmental context in the region is essential to unlock the crop's potential for food security and wealth creation. The article aims to characterize the production environments into homologous mega-environments, having operational significance for breeding research. Principal component analysis (PCA) was performed separately on environmental data related to climate, soil, topography, and vegetation. Significant PCA layers were used in spatial multivariate cluster analysis. Seven clusters were identified for West Africa; four were country-specific; the rest were region-wide in extent. Clustering results are valuable inputs to optimize yam varietal selection and testing within and across the countries in West Africa. The impact of breeding research on poverty reduction and problems of market accessibility in yam production zones were highlighted.
引用
收藏
页码:1 / 30
页数:30
相关论文
共 76 条
  • [1] Africa Soil Information Service (AfSIS), 2017, AFSIS MODIS COLL LAN
  • [2] [Anonymous], 1997, WORLD ATL DES 2ED
  • [3] [Anonymous], 1996, METHODS ASSESSING SO
  • [4] [Anonymous], MEASUREMENT AGR PROD
  • [5] [Anonymous], INT J CLIMATOLOGY
  • [6] A new agro-climatic classification for crop suitability zoning in northern semi-arid Ethiopia
    Araya, A.
    Keesstra, S. D.
    Stroosnijder, L.
    [J]. AGRICULTURAL AND FOREST METEOROLOGY, 2010, 150 (7-8) : 1057 - 1064
  • [7] Crops that feed the World 1. Yams Yams for income and food security
    Asiedu, Robert
    Sartie, Alieu
    [J]. FOOD SECURITY, 2010, 2 (04) : 305 - 315
  • [8] Effects of precipitation and temperature on crop production variability in northeast Iran
    Bannayan, Mohammad
    Lotfabadi, Sajad Sadeghi
    Sanjani, Sarah
    Mohamadian, Azadeh
    Aghaalikhani, Majid
    [J]. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY, 2011, 55 (03) : 387 - 401
  • [9] Influence of slope aspect on soil physico-chemical and biological properties in the mid hills of central Nepal
    Begum, Farida
    Bajracharya, Roshan Man
    Sharma, Subodh
    Sitaula, Bishal K.
    [J]. INTERNATIONAL JOURNAL OF SUSTAINABLE DEVELOPMENT AND WORLD ECOLOGY, 2010, 17 (05) : 438 - 443
  • [10] Data Descriptor: High-resolution African population projections from radiative forcing and socio-economic models, 2000 to 2100
    Boke-Olen, Niklas
    Abdi, Abdulhakim M.
    Hall, Ola
    Lehsten, Veiko
    [J]. SCIENTIFIC DATA, 2017, 4