Assessing the influence of row spacing on soybean yield using experimental and producer survey data

José F. Andrade, Juan I. Rattalino Edreira, Spyridon Mourtzinis, Shawn P. Conley, Ignacio A. Ciampitti, James E. Dunphy, John M. Gaska, Keith Glewen, David L. Holshouser, Herman J. Kandel, Peter Kyveryga, Chad D. Lee, Mark A. Licht, Laura E. Lindsey, M. Angela McClure, Seth Naeve, Emerson D. Nafziger, John M. Orlowski, Jeremy Ross, Michael J. Staton & 3 others Laura Thompson, James E. Specht, Patricio Grassini

Research output: Contribution to journalArticle

Abstract

Narrowing row width in soybean fields leads to earlier canopy closure, which may increase capture of incoming solar radiation during critical crop stages for yield determination. Theoretically, this should enhance seed yield. However, in prior studies, the impact of narrowing row spacing on soybean yield has been inconsistent. To explore on a broader scale the potential factors underlying this inconsistency, we evaluated the yield difference between narrow (NR; ≈38 cm) and wide (WR; ≈76 cm) row spacing using two sources of yield and management information: (i) data collected from 4879 soybean production fields via a multi-year, multi-state survey of soybean producers in the North Central US region; and (ii) data extracted from 129 site-year experiments that quantified NR-WR yield difference. The producer fields were allocated to their respective climate-soil domains to enable analysis of the NR-WR yield difference within each domain. The experimental trial data originated from three US geographic regions: south, central, and north. Key crop developmental stages in each trial were estimated using a soybean crop simulation model to discern if changes in crop phenology or any weather variable occurring before versus after a specific crop stage modulated the magnitude of the NR-WR yield difference. Analysis of experimental trial data indicated that, while NR yields were overall higher than WR yields, the NR-WR yield difference varied by region: 540 (south), 104 (central), and 240 kg ha−1 (north); the respective NR yields were greater than WR yields in 92%, 68%, and 84% of the cases. In the north and south regions, the NR-WR yield difference increased when the crop cycle length decreased as a consequence of later sowing date, earlier cultivar maturity group, and/or higher temperature. The relatively smaller (and occasionally negative) NR-WR yield difference detected in the central region was likely the result of environmental conditions that favored canopy closure irrespective of row spacing. In contrast to the analysis of the experimental database, no consistent NR-WR yield differences were detected in the producer field database. We hypothesize that the apparent absence of a significant NR-WR effect in the producer dataset is likely associated with the background management used with narrow spacing, together with yield losses due to wheel damage and greater disease pressure. This complementary approach using both producer and experimental data can help evaluate if practices documented in experimental trials to enhance yield realize equivalent yield increases in producer fields and, if not, explore underlying causes for the discrepancy.

LanguageEnglish (US)
Pages98-106
Number of pages9
JournalField Crops Research
Volume230
DOIs
StatePublished - Jan 1 2019

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row spacing
soybean
spacing
soybeans
crop
crops
canopy
sowing date
maturity groups
information management
crop models
wheels

Keywords

  • Crop model
  • Row spacing
  • Seed yield
  • Soybean
  • Survey data

Cite this

Andrade, J. F., Rattalino Edreira, J. I., Mourtzinis, S., Conley, S. P., Ciampitti, I. A., Dunphy, J. E., ... Grassini, P. (2019). Assessing the influence of row spacing on soybean yield using experimental and producer survey data. Field Crops Research, 230, 98-106. https://doi.org/10.1016/j.fcr.2018.10.014

Assessing the influence of row spacing on soybean yield using experimental and producer survey data. / Andrade, José F.; Rattalino Edreira, Juan I.; Mourtzinis, Spyridon; Conley, Shawn P.; Ciampitti, Ignacio A.; Dunphy, James E.; Gaska, John M.; Glewen, Keith; Holshouser, David L.; Kandel, Herman J.; Kyveryga, Peter; Lee, Chad D.; Licht, Mark A.; Lindsey, Laura E.; McClure, M. Angela; Naeve, Seth; Nafziger, Emerson D.; Orlowski, John M.; Ross, Jeremy; Staton, Michael J.; Thompson, Laura; Specht, James E.; Grassini, Patricio.

In: Field Crops Research, Vol. 230, 01.01.2019, p. 98-106.

Research output: Contribution to journalArticle

Andrade, JF, Rattalino Edreira, JI, Mourtzinis, S, Conley, SP, Ciampitti, IA, Dunphy, JE, Gaska, JM, Glewen, K, Holshouser, DL, Kandel, HJ, Kyveryga, P, Lee, CD, Licht, MA, Lindsey, LE, McClure, MA, Naeve, S, Nafziger, ED, Orlowski, JM, Ross, J, Staton, MJ, Thompson, L, Specht, JE & Grassini, P 2019, 'Assessing the influence of row spacing on soybean yield using experimental and producer survey data' Field Crops Research, vol. 230, pp. 98-106. https://doi.org/10.1016/j.fcr.2018.10.014
Andrade JF, Rattalino Edreira JI, Mourtzinis S, Conley SP, Ciampitti IA, Dunphy JE et al. Assessing the influence of row spacing on soybean yield using experimental and producer survey data. Field Crops Research. 2019 Jan 1;230:98-106. https://doi.org/10.1016/j.fcr.2018.10.014
Andrade, José F. ; Rattalino Edreira, Juan I. ; Mourtzinis, Spyridon ; Conley, Shawn P. ; Ciampitti, Ignacio A. ; Dunphy, James E. ; Gaska, John M. ; Glewen, Keith ; Holshouser, David L. ; Kandel, Herman J. ; Kyveryga, Peter ; Lee, Chad D. ; Licht, Mark A. ; Lindsey, Laura E. ; McClure, M. Angela ; Naeve, Seth ; Nafziger, Emerson D. ; Orlowski, John M. ; Ross, Jeremy ; Staton, Michael J. ; Thompson, Laura ; Specht, James E. ; Grassini, Patricio. / Assessing the influence of row spacing on soybean yield using experimental and producer survey data. In: Field Crops Research. 2019 ; Vol. 230. pp. 98-106.
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N2 - Narrowing row width in soybean fields leads to earlier canopy closure, which may increase capture of incoming solar radiation during critical crop stages for yield determination. Theoretically, this should enhance seed yield. However, in prior studies, the impact of narrowing row spacing on soybean yield has been inconsistent. To explore on a broader scale the potential factors underlying this inconsistency, we evaluated the yield difference between narrow (NR; ≈38 cm) and wide (WR; ≈76 cm) row spacing using two sources of yield and management information: (i) data collected from 4879 soybean production fields via a multi-year, multi-state survey of soybean producers in the North Central US region; and (ii) data extracted from 129 site-year experiments that quantified NR-WR yield difference. The producer fields were allocated to their respective climate-soil domains to enable analysis of the NR-WR yield difference within each domain. The experimental trial data originated from three US geographic regions: south, central, and north. Key crop developmental stages in each trial were estimated using a soybean crop simulation model to discern if changes in crop phenology or any weather variable occurring before versus after a specific crop stage modulated the magnitude of the NR-WR yield difference. Analysis of experimental trial data indicated that, while NR yields were overall higher than WR yields, the NR-WR yield difference varied by region: 540 (south), 104 (central), and 240 kg ha−1 (north); the respective NR yields were greater than WR yields in 92%, 68%, and 84% of the cases. In the north and south regions, the NR-WR yield difference increased when the crop cycle length decreased as a consequence of later sowing date, earlier cultivar maturity group, and/or higher temperature. The relatively smaller (and occasionally negative) NR-WR yield difference detected in the central region was likely the result of environmental conditions that favored canopy closure irrespective of row spacing. In contrast to the analysis of the experimental database, no consistent NR-WR yield differences were detected in the producer field database. We hypothesize that the apparent absence of a significant NR-WR effect in the producer dataset is likely associated with the background management used with narrow spacing, together with yield losses due to wheel damage and greater disease pressure. This complementary approach using both producer and experimental data can help evaluate if practices documented in experimental trials to enhance yield realize equivalent yield increases in producer fields and, if not, explore underlying causes for the discrepancy.

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KW - Row spacing

KW - Seed yield

KW - Soybean

KW - Survey data

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