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Assefa Y, Purcell LC, Salmeron M, Naeve S, Casteel SN, Kovács P, Archontoulis S, Licht M, Below F, Kandel H, Lindsey LE, Gaska J, Conley S, Shapiro C, Orlowski JM, Golden BR, Kaur G, Singh M, Thelen K, Laurenz R, Davidson D, Ciampitti IA. Assessing Variation in US Soybean Seed Composition (Protein and Oil). FRONTIERS IN PLANT SCIENCE 2019; 10:298. [PMID: 30915097 PMCID: PMC6421286 DOI: 10.3389/fpls.2019.00298] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 02/25/2019] [Indexed: 05/18/2023]
Abstract
Soybean [Glycine max (L.) Merr.] seed composition and yield are a function of genetics (G), environment (E), and management (M) practices, but contribution of each factor to seed composition and yield are not well understood. The goal of this synthesis-analysis was to identify the main effects of G, E, and M factors on seed composition (protein and oil concentration) and yield. The entire dataset (13,574 data points) consisted of 21 studies conducted across the United States (US) between 2002 and 2017 with varying treatments and all reporting seed yield and composition. Environment (E), defined as site-year, was the dominant factor accounting for more than 70% of the variation for both seed composition and yield. Of the crop management factors: (i) delayed planting date decreased oil concentration by 0.007 to 0.06% per delayed week (R 2∼0.70) and a 0.01 to 0.04 Mg ha-1 decline in seed yield per week, mainly in northern latitudes (40-45 N); (ii) crop rotation (corn-soybean) resulted in an overall positive impact for both seed composition and yield (1.60 Mg ha-1 positive yield difference relative to continuous soybean); and (iii) other management practices such as no-till, seed treatment, foliar nutrient application, and fungicide showed mixed results. Fertilizer N application in lower quantities (10-50 kg N ha-1) increased both oil and protein concentration, but seed yield was improved with rates above 100 kg N ha-1. At southern latitudes (30-35 N), trends of reduction in oil and increases in protein concentrations with later maturity groups (MG, from 3 to 7) was found. Continuing coordinated research is critical to advance our understanding of G × E × M interactions.
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Affiliation(s)
- Yared Assefa
- Department of Agronomy, Kansas State University, Manhattan, KS, United States
| | - Larry C. Purcell
- Department of Crop, Soil, and Environmental Sciences, University of Arkansas, Fayetteville, AR, United States
| | - Montse Salmeron
- Department of Plant and Soil Sciences, University of Kentucky, Lexington, KY, United States
| | - Seth Naeve
- Department of Agronomy and Plant Genetics, University of Minnesota, Saint Paul, MN, United States
| | - Shaun N. Casteel
- Department of Agronomy, Purdue University, West Lafayette, IN, United States
| | - Péter Kovács
- Department of Agronomy, Horticulture & Plant Science, South Dakota State University, Brookings, SD, United States
| | | | - Mark Licht
- Department of Agronomy, Iowa State University, Ames, IA, United States
| | - Fred Below
- Department of Crop Sciences, University of Illinois at Urbana–Champaign, Urbana, IL, United States
| | - Herman Kandel
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Laura E. Lindsey
- Department of Horticulture and Crop Science, The Ohio State University, Columbus, OH, United States
| | - John Gaska
- Department of Agronomy, University of Wisconsin–Madison, Madison, WI, United States
| | - Shawn Conley
- Department of Agronomy, University of Wisconsin–Madison, Madison, WI, United States
| | - Charles Shapiro
- Department of Agronomy and Horticulture, University of Nebraska System, Lincoln, NE, United States
| | - John M. Orlowski
- Delta Research and Extension Center, Mississippi State University, Stoneville, MS, United States
| | - Bobby R. Golden
- Delta Research and Extension Center, Mississippi State University, Stoneville, MS, United States
| | - Gurpreet Kaur
- Delta Research and Extension Center, Mississippi State University, Stoneville, MS, United States
| | - Maninderpal Singh
- Department of Plant, Soil and Microbial Sciences, Michigan State University, Allegan, MI, United States
| | - Kurt Thelen
- Department of Plant, Soil and Microbial Sciences, Michigan State University, Allegan, MI, United States
| | - Randall Laurenz
- Department of Plant, Soil and Microbial Sciences, Michigan State University, Allegan, MI, United States
| | - Dan Davidson
- Illinois Soybean Association, Bloomington, IL, United States
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