Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentration

Autores
Carciocchi, Walter Daniel; Grassini, Patricio; Naeve, Seth; Specht, James; Mamo, Mitiku; Seymour, Ron; Nygren, Aaron; Mueller, Nathan; Sivits, Sarah; Proctor, Christopher; Rees, Jenny; Whitney, Todd; Cafaro La Menza, Nicolás
Año de publicación
2023
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Context or problem: A trade-off between seed protein concentration (SPC) and yield has been reported for soybean. Therefore, assessing management practices that can nullify this trade-off is relevant to avoid further declines in SPC in the future as yield continues to increase. While the positive effect of irrigation on yield is well documented, only a few studies have assessed the impact of irrigation on SPC, showing conflicting results. Objective or research question: The objective was to determine if the trade-off between seed yield and SPC persists when irrigation is applied and how management, soil, and weather factors influence the trade-off. We hypothesized that yield increases induced by irrigation would likely decrease SPC. Methods: Our experimental approach involved the use of producer-reported data, in-situ seed collection, and crop modeling. Yield and management data were collected from 268 soybean fields in Nebraska (USA), along with data on SPC, seed oil concentration (SOC), and seed carbohydrate concentration (SCC) determined from samples collected in each field. Field-specific phenological data were derived from model simulations. The combined data were then used to assess the effect of irrigation on seed yield and constituents as influenced by management, soil, and weather factors. Results: On average, both seed yield (+0.86 Mg ha−1) and SPC (+3.2 g kg−1) were higher, but SOC (–2.0 g kg−1) was lower, and SCC was unaffected in irrigated versus rainfed field pairs. Yield and SPC increased simultaneously in response to irrigation in two-thirds of the fields, especially when environmental conditions did not favor seed oil synthesis (e.g., cooler temperature and less incident solar radiation). A trade-off of higher seed yield and lower SPC occurred with irrigation in the remaining fields wherein conditions were favorable for seed oil synthesis (e.g., warmer temperatures and greater radiation). Conclusions: Despite higher seed yield generated in irrigated versus rainfed fields, no concurrent reduction occurred in SPC in the majority of irrigated fields – a surprising finding that was not consistent with the general expectation that higher soybean yields typically result in yield-SPC trade-off. Implications or significance: This study showed that irrigation-induced higher soybean yields are possible without an attendant SPC penalty when temperatures and radiation are conducive for its mitigation. We are unaware of any other yield-increasing practices – except nitrogen (N) fertilization - that do not result in a concomitant decline in SPC. A hypothesized higher N supply via soil N mineralization and/or biological N fixation in irrigated fields in this study may explain the absence of yield-protein trade-off.
EEA Balcarce
Fil: Carciochi, Walter Daniel. University of Nebraska. Department of Agronomy and Horticulture; Estados Unidos
Fil: Carciochi, Walter Daniel. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Balcarce. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina
Fil: Carciochi, Walter Daniel. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; Argentina
Fil: Grassini, Patricio. University of Nebraska-Lincoln. Department of Agronomy and Horticulture; Estados Unidos
Fil: Naeve, Seth. University of Minnesota. Department of Agronomy and Plant Genetics; Estados Unidos
Fil: Specht, James. University of Nebraska-Lincoln. Department of Agronomy and Horticulture; Estados Unidos
Fil: Mamo, Mitiku. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Seymour, Ron. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Nygren, Aaron. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Mueller, Nathan. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Sivits, Sarah. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Proctor, Christopher. University of Nebraska-Lincoln. Department of Agronomy and Horticulture; Estados Unidos
Fil: Rees, Jenny. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Whitney, Todd. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Cafaro La Menza, Nicolás. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Balcarce. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina
Fil: Cafaro La Menza, Nicolás. University of Nebraska. Department of Agronomy and Horticulture; Estados Unidos
Fuente
Field Crops Research 304 : 109163 (December 2023)
Materia
Glycine Max
Soja
Proteínas
Aceite de Soja
Datos de Producción
Riego
Soybeans
Proteins
Soybean Oil
Production Data
Irrigation
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/4.0/
Repositorio
INTA Digital (INTA)
Institución
Instituto Nacional de Tecnología Agropecuaria
OAI Identificador
oai:localhost:20.500.12123/17885

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oai_identifier_str oai:localhost:20.500.12123/17885
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spelling Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentrationCarciocchi, Walter DanielGrassini, PatricioNaeve, SethSpecht, JamesMamo, MitikuSeymour, RonNygren, AaronMueller, NathanSivits, SarahProctor, ChristopherRees, JennyWhitney, ToddCafaro La Menza, NicolásGlycine MaxSojaProteínasAceite de SojaDatos de ProducciónRiegoSoybeansProteinsSoybean OilProduction DataIrrigationContext or problem: A trade-off between seed protein concentration (SPC) and yield has been reported for soybean. Therefore, assessing management practices that can nullify this trade-off is relevant to avoid further declines in SPC in the future as yield continues to increase. While the positive effect of irrigation on yield is well documented, only a few studies have assessed the impact of irrigation on SPC, showing conflicting results. Objective or research question: The objective was to determine if the trade-off between seed yield and SPC persists when irrigation is applied and how management, soil, and weather factors influence the trade-off. We hypothesized that yield increases induced by irrigation would likely decrease SPC. Methods: Our experimental approach involved the use of producer-reported data, in-situ seed collection, and crop modeling. Yield and management data were collected from 268 soybean fields in Nebraska (USA), along with data on SPC, seed oil concentration (SOC), and seed carbohydrate concentration (SCC) determined from samples collected in each field. Field-specific phenological data were derived from model simulations. The combined data were then used to assess the effect of irrigation on seed yield and constituents as influenced by management, soil, and weather factors. Results: On average, both seed yield (+0.86 Mg ha−1) and SPC (+3.2 g kg−1) were higher, but SOC (–2.0 g kg−1) was lower, and SCC was unaffected in irrigated versus rainfed field pairs. Yield and SPC increased simultaneously in response to irrigation in two-thirds of the fields, especially when environmental conditions did not favor seed oil synthesis (e.g., cooler temperature and less incident solar radiation). A trade-off of higher seed yield and lower SPC occurred with irrigation in the remaining fields wherein conditions were favorable for seed oil synthesis (e.g., warmer temperatures and greater radiation). Conclusions: Despite higher seed yield generated in irrigated versus rainfed fields, no concurrent reduction occurred in SPC in the majority of irrigated fields – a surprising finding that was not consistent with the general expectation that higher soybean yields typically result in yield-SPC trade-off. Implications or significance: This study showed that irrigation-induced higher soybean yields are possible without an attendant SPC penalty when temperatures and radiation are conducive for its mitigation. We are unaware of any other yield-increasing practices – except nitrogen (N) fertilization - that do not result in a concomitant decline in SPC. A hypothesized higher N supply via soil N mineralization and/or biological N fixation in irrigated fields in this study may explain the absence of yield-protein trade-off.EEA BalcarceFil: Carciochi, Walter Daniel. University of Nebraska. Department of Agronomy and Horticulture; Estados UnidosFil: Carciochi, Walter Daniel. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Balcarce. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; ArgentinaFil: Carciochi, Walter Daniel. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; ArgentinaFil: Grassini, Patricio. University of Nebraska-Lincoln. Department of Agronomy and Horticulture; Estados UnidosFil: Naeve, Seth. University of Minnesota. Department of Agronomy and Plant Genetics; Estados UnidosFil: Specht, James. University of Nebraska-Lincoln. Department of Agronomy and Horticulture; Estados UnidosFil: Mamo, Mitiku. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados UnidosFil: Seymour, Ron. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados UnidosFil: Nygren, Aaron. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados UnidosFil: Mueller, Nathan. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados UnidosFil: Sivits, Sarah. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados UnidosFil: Proctor, Christopher. University of Nebraska-Lincoln. Department of Agronomy and Horticulture; Estados UnidosFil: Rees, Jenny. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados UnidosFil: Whitney, Todd. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados UnidosFil: Cafaro La Menza, Nicolás. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Balcarce. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; ArgentinaFil: Cafaro La Menza, Nicolás. University of Nebraska. Department of Agronomy and Horticulture; Estados UnidosElsevier2024-05-24T13:06:18Z2024-05-24T13:06:18Z2023-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfhttp://hdl.handle.net/20.500.12123/17885https://www.sciencedirect.com/science/article/pii/S03784290230035680378-4290https://doi.org/10.1016/j.fcr.2023.109163Field Crops Research 304 : 109163 (December 2023)reponame:INTA Digital (INTA)instname:Instituto Nacional de Tecnología Agropecuariaenginfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/4.0/Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)2025-09-29T13:46:33Zoai:localhost:20.500.12123/17885instacron:INTAInstitucionalhttp://repositorio.inta.gob.ar/Organismo científico-tecnológicoNo correspondehttp://repositorio.inta.gob.ar/oai/requesttripaldi.nicolas@inta.gob.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:l2025-09-29 13:46:34.067INTA Digital (INTA) - Instituto Nacional de Tecnología Agropecuariafalse
dc.title.none.fl_str_mv Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentration
title Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentration
spellingShingle Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentration
Carciocchi, Walter Daniel
Glycine Max
Soja
Proteínas
Aceite de Soja
Datos de Producción
Riego
Soybeans
Proteins
Soybean Oil
Production Data
Irrigation
title_short Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentration
title_full Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentration
title_fullStr Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentration
title_full_unstemmed Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentration
title_sort Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentration
dc.creator.none.fl_str_mv Carciocchi, Walter Daniel
Grassini, Patricio
Naeve, Seth
Specht, James
Mamo, Mitiku
Seymour, Ron
Nygren, Aaron
Mueller, Nathan
Sivits, Sarah
Proctor, Christopher
Rees, Jenny
Whitney, Todd
Cafaro La Menza, Nicolás
author Carciocchi, Walter Daniel
author_facet Carciocchi, Walter Daniel
Grassini, Patricio
Naeve, Seth
Specht, James
Mamo, Mitiku
Seymour, Ron
Nygren, Aaron
Mueller, Nathan
Sivits, Sarah
Proctor, Christopher
Rees, Jenny
Whitney, Todd
Cafaro La Menza, Nicolás
author_role author
author2 Grassini, Patricio
Naeve, Seth
Specht, James
Mamo, Mitiku
Seymour, Ron
Nygren, Aaron
Mueller, Nathan
Sivits, Sarah
Proctor, Christopher
Rees, Jenny
Whitney, Todd
Cafaro La Menza, Nicolás
author2_role author
author
author
author
author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv Glycine Max
Soja
Proteínas
Aceite de Soja
Datos de Producción
Riego
Soybeans
Proteins
Soybean Oil
Production Data
Irrigation
topic Glycine Max
Soja
Proteínas
Aceite de Soja
Datos de Producción
Riego
Soybeans
Proteins
Soybean Oil
Production Data
Irrigation
dc.description.none.fl_txt_mv Context or problem: A trade-off between seed protein concentration (SPC) and yield has been reported for soybean. Therefore, assessing management practices that can nullify this trade-off is relevant to avoid further declines in SPC in the future as yield continues to increase. While the positive effect of irrigation on yield is well documented, only a few studies have assessed the impact of irrigation on SPC, showing conflicting results. Objective or research question: The objective was to determine if the trade-off between seed yield and SPC persists when irrigation is applied and how management, soil, and weather factors influence the trade-off. We hypothesized that yield increases induced by irrigation would likely decrease SPC. Methods: Our experimental approach involved the use of producer-reported data, in-situ seed collection, and crop modeling. Yield and management data were collected from 268 soybean fields in Nebraska (USA), along with data on SPC, seed oil concentration (SOC), and seed carbohydrate concentration (SCC) determined from samples collected in each field. Field-specific phenological data were derived from model simulations. The combined data were then used to assess the effect of irrigation on seed yield and constituents as influenced by management, soil, and weather factors. Results: On average, both seed yield (+0.86 Mg ha−1) and SPC (+3.2 g kg−1) were higher, but SOC (–2.0 g kg−1) was lower, and SCC was unaffected in irrigated versus rainfed field pairs. Yield and SPC increased simultaneously in response to irrigation in two-thirds of the fields, especially when environmental conditions did not favor seed oil synthesis (e.g., cooler temperature and less incident solar radiation). A trade-off of higher seed yield and lower SPC occurred with irrigation in the remaining fields wherein conditions were favorable for seed oil synthesis (e.g., warmer temperatures and greater radiation). Conclusions: Despite higher seed yield generated in irrigated versus rainfed fields, no concurrent reduction occurred in SPC in the majority of irrigated fields – a surprising finding that was not consistent with the general expectation that higher soybean yields typically result in yield-SPC trade-off. Implications or significance: This study showed that irrigation-induced higher soybean yields are possible without an attendant SPC penalty when temperatures and radiation are conducive for its mitigation. We are unaware of any other yield-increasing practices – except nitrogen (N) fertilization - that do not result in a concomitant decline in SPC. A hypothesized higher N supply via soil N mineralization and/or biological N fixation in irrigated fields in this study may explain the absence of yield-protein trade-off.
EEA Balcarce
Fil: Carciochi, Walter Daniel. University of Nebraska. Department of Agronomy and Horticulture; Estados Unidos
Fil: Carciochi, Walter Daniel. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Balcarce. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina
Fil: Carciochi, Walter Daniel. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; Argentina
Fil: Grassini, Patricio. University of Nebraska-Lincoln. Department of Agronomy and Horticulture; Estados Unidos
Fil: Naeve, Seth. University of Minnesota. Department of Agronomy and Plant Genetics; Estados Unidos
Fil: Specht, James. University of Nebraska-Lincoln. Department of Agronomy and Horticulture; Estados Unidos
Fil: Mamo, Mitiku. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Seymour, Ron. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Nygren, Aaron. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Mueller, Nathan. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Sivits, Sarah. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Proctor, Christopher. University of Nebraska-Lincoln. Department of Agronomy and Horticulture; Estados Unidos
Fil: Rees, Jenny. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Whitney, Todd. University of Nebraska-Lincoln. Institute of Agriculture and Natural Resources; Estados Unidos
Fil: Cafaro La Menza, Nicolás. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Balcarce. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina
Fil: Cafaro La Menza, Nicolás. University of Nebraska. Department of Agronomy and Horticulture; Estados Unidos
description Context or problem: A trade-off between seed protein concentration (SPC) and yield has been reported for soybean. Therefore, assessing management practices that can nullify this trade-off is relevant to avoid further declines in SPC in the future as yield continues to increase. While the positive effect of irrigation on yield is well documented, only a few studies have assessed the impact of irrigation on SPC, showing conflicting results. Objective or research question: The objective was to determine if the trade-off between seed yield and SPC persists when irrigation is applied and how management, soil, and weather factors influence the trade-off. We hypothesized that yield increases induced by irrigation would likely decrease SPC. Methods: Our experimental approach involved the use of producer-reported data, in-situ seed collection, and crop modeling. Yield and management data were collected from 268 soybean fields in Nebraska (USA), along with data on SPC, seed oil concentration (SOC), and seed carbohydrate concentration (SCC) determined from samples collected in each field. Field-specific phenological data were derived from model simulations. The combined data were then used to assess the effect of irrigation on seed yield and constituents as influenced by management, soil, and weather factors. Results: On average, both seed yield (+0.86 Mg ha−1) and SPC (+3.2 g kg−1) were higher, but SOC (–2.0 g kg−1) was lower, and SCC was unaffected in irrigated versus rainfed field pairs. Yield and SPC increased simultaneously in response to irrigation in two-thirds of the fields, especially when environmental conditions did not favor seed oil synthesis (e.g., cooler temperature and less incident solar radiation). A trade-off of higher seed yield and lower SPC occurred with irrigation in the remaining fields wherein conditions were favorable for seed oil synthesis (e.g., warmer temperatures and greater radiation). Conclusions: Despite higher seed yield generated in irrigated versus rainfed fields, no concurrent reduction occurred in SPC in the majority of irrigated fields – a surprising finding that was not consistent with the general expectation that higher soybean yields typically result in yield-SPC trade-off. Implications or significance: This study showed that irrigation-induced higher soybean yields are possible without an attendant SPC penalty when temperatures and radiation are conducive for its mitigation. We are unaware of any other yield-increasing practices – except nitrogen (N) fertilization - that do not result in a concomitant decline in SPC. A hypothesized higher N supply via soil N mineralization and/or biological N fixation in irrigated fields in this study may explain the absence of yield-protein trade-off.
publishDate 2023
dc.date.none.fl_str_mv 2023-12-01
2024-05-24T13:06:18Z
2024-05-24T13:06:18Z
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/20.500.12123/17885
https://www.sciencedirect.com/science/article/pii/S0378429023003568
0378-4290
https://doi.org/10.1016/j.fcr.2023.109163
url http://hdl.handle.net/20.500.12123/17885
https://www.sciencedirect.com/science/article/pii/S0378429023003568
https://doi.org/10.1016/j.fcr.2023.109163
identifier_str_mv 0378-4290
dc.language.none.fl_str_mv eng
language eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
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Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv Field Crops Research 304 : 109163 (December 2023)
reponame:INTA Digital (INTA)
instname:Instituto Nacional de Tecnología Agropecuaria
reponame_str INTA Digital (INTA)
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repository.name.fl_str_mv INTA Digital (INTA) - Instituto Nacional de Tecnología Agropecuaria
repository.mail.fl_str_mv tripaldi.nicolas@inta.gob.ar
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