Reliability of Measurement and Genotype X Environment Interaction for Potato Specific Gravity

被引:14
|
作者
Wang, Yi [1 ,2 ]
Snodgrass, Lance B. [2 ]
Bethke, Paul C. [2 ,3 ]
Bussan, Alvin J. [4 ]
Holm, David G. [5 ]
Novy, Richard G. [6 ]
Pavek, Mark J. [7 ]
Porter, Gregory A. [8 ]
Rosen, Carl J. [9 ]
Sathuvalli, Vidyasagar [10 ]
Thompson, Asunta L. [11 ]
Thornton, Michael T. [12 ]
Endelman, Jeffrey B. [2 ]
机构
[1] Univ Idaho, Kimberly Res & Extens Ctr, Kimberly, ID 83341 USA
[2] Univ Wisconsin, Dept Hort, Madison, WI 53706 USA
[3] USDA ARS, Vegetable Crops Res Unit, Madison, WI 53706 USA
[4] Wysocki Produce Farms, Plainfield, WI 54966 USA
[5] Colorado State Univ, San Luis Valley Res Ctr, Dept Hort & Landscape Architecture, Center, CO 81125 USA
[6] USDA ARS, Small Grains & Potato Germplasm Res Unit, Aberdeen, ID 83210 USA
[7] Washington State Univ, Dept Hort, Pullman, WA 99164 USA
[8] Univ Maine, Sch Food & Agr, Orono, ME 04469 USA
[9] Univ Minnesota, Dept Soil Water & Climate, St Paul, MN 55108 USA
[10] Oregon State Univ, Hermiston Agr Res & Extens Ctr, Hermiston, OR 97838 USA
[11] North Dakota State Univ, Dept Plant Sci, Fargo, ND 58108 USA
[12] Univ Idaho, Parma Res & Extens Ctr, Parma, ID 83660 USA
关键词
SELECTION; QUALITY; VARIETY; YIELD;
D O I
10.2135/cropsci2016.12.0976
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Specific gravity (SpGr) is often used to measure the processing quality of potato (Solanum tuberosum L.) tubers for French fries or potato chips because of its strong correlation with dry matter content and ease of measurement. For French fry processing genotypes, the desirable range for mean SpGr is typically 1.080 to 1.095, and a small variance around the mean is essential for product uniformity. Two multi-year, multi-location trials were conducted to investigate the genetics of SpGr in elite russet germplasm. Consistent with earlier studies, the mean SpGr was measured with high repeatability within each environment: the median plot-basis value was 0.83 for a national trial with six locations and 3 yr. In contrast, the median repeatability of the SD between tubers was only 0.21. Thus, multi-environment trials are needed to identify genotypes with a narrow SpGr distribution. Finlay-Wilkinson stability analysis of the mean SpGr established one genotype as an outlier: when best linear unbiased predictions were regressed on the environment means, this genotype had a regression coefficient of 2.1, compared with 0.4 to 1.4 for the others. The genetic correlation between environments showed a consistent regional pattern in mean SpGr over the years. There was a higher mean correlation between environments within the Pacific Northwest (0.97), Upper Midwest (0.91), and Northeast (0.85) than between environments from the different regions (0.35-0.78). Although breeding for national adaptation is an attractive idea, our results suggest that genetic gain may be easier to achieve at the regional level.
引用
收藏
页码:1966 / 1972
页数:7
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