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

Autores
Carciochi, 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.
Fil: Carciochi, Walter Daniel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible - Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Sur. Estación Experimental Agropecuaria Balcarce. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina. Universidad de Nebraska - Lincoln; Estados Unidos. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; Argentina
Fil: Grassini, Patricio. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Naeve, Seth. University of Minnesota; Estados Unidos
Fil: Specht, James. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Mamo, Mitiku. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Seymour, Ron. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Nygren, Aaron. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Mueller, Nathan. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Sivits, Sarah. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Proctor, Christopher. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Rees, Jenny. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Whitney, Todd. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Cafaro la Menza, Nicolás. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible - Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Sur. Estación Experimental Agropecuaria Balcarce. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina
Materia
GLYCINE MAX (L.) MERR
TRADE-OFF
YIELD
PROTEIN
OIL
PRODUCER DATA
IRRIGATION
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-nd/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/235911

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network_name_str CONICET Digital (CONICET)
spelling Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentrationCarciochi, Walter DanielGrassini, PatricioNaeve, SethSpecht, JamesMamo, MitikuSeymour, RonNygren, AaronMueller, NathanSivits, SarahProctor, ChristopherRees, JennyWhitney, ToddCafaro la Menza, NicolásGLYCINE MAX (L.) MERRTRADE-OFFYIELDPROTEINOILPRODUCER DATAIRRIGATIONhttps://purl.org/becyt/ford/4.1https://purl.org/becyt/ford/4Context 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.Fil: Carciochi, Walter Daniel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible - Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Sur. Estación Experimental Agropecuaria Balcarce. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina. Universidad de Nebraska - Lincoln; Estados Unidos. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; ArgentinaFil: Grassini, Patricio. Universidad de Nebraska - Lincoln; Estados UnidosFil: Naeve, Seth. University of Minnesota; Estados UnidosFil: Specht, James. Universidad de Nebraska - Lincoln; Estados UnidosFil: Mamo, Mitiku. Universidad de Nebraska - Lincoln; Estados UnidosFil: Seymour, Ron. Universidad de Nebraska - Lincoln; Estados UnidosFil: Nygren, Aaron. Universidad de Nebraska - Lincoln; Estados UnidosFil: Mueller, Nathan. Universidad de Nebraska - Lincoln; Estados UnidosFil: Sivits, Sarah. Universidad de Nebraska - Lincoln; Estados UnidosFil: Proctor, Christopher. Universidad de Nebraska - Lincoln; Estados UnidosFil: Rees, Jenny. Universidad de Nebraska - Lincoln; Estados UnidosFil: Whitney, Todd. Universidad de Nebraska - Lincoln; Estados UnidosFil: Cafaro la Menza, Nicolás. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible - Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Sur. Estación Experimental Agropecuaria Balcarce. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; ArgentinaElsevier2023-10info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/235911Carciochi, Walter Daniel; Grassini, Patricio; Naeve, Seth; Specht, James; Mamo, Mitiku; et al.; Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentration; Elsevier; Field Crops Research; 304; 109163; 10-2023; 1-90378-4290CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1016/j.fcr.2023.109163info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/S0378429023003568info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-nd/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-10T13:02:13Zoai:ri.conicet.gov.ar:11336/235911instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-10 13:02:13.7CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
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
Carciochi, Walter Daniel
GLYCINE MAX (L.) MERR
TRADE-OFF
YIELD
PROTEIN
OIL
PRODUCER 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 Carciochi, 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 Carciochi, Walter Daniel
author_facet Carciochi, 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 (L.) MERR
TRADE-OFF
YIELD
PROTEIN
OIL
PRODUCER DATA
IRRIGATION
topic GLYCINE MAX (L.) MERR
TRADE-OFF
YIELD
PROTEIN
OIL
PRODUCER DATA
IRRIGATION
purl_subject.fl_str_mv https://purl.org/becyt/ford/4.1
https://purl.org/becyt/ford/4
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.
Fil: Carciochi, Walter Daniel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible - Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Sur. Estación Experimental Agropecuaria Balcarce. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina. Universidad de Nebraska - Lincoln; Estados Unidos. Universidad Nacional de Mar del Plata. Facultad de Ciencias Agrarias; Argentina
Fil: Grassini, Patricio. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Naeve, Seth. University of Minnesota; Estados Unidos
Fil: Specht, James. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Mamo, Mitiku. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Seymour, Ron. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Nygren, Aaron. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Mueller, Nathan. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Sivits, Sarah. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Proctor, Christopher. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Rees, Jenny. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Whitney, Todd. Universidad de Nebraska - Lincoln; Estados Unidos
Fil: Cafaro la Menza, Nicolás. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible - Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires Sur. Estación Experimental Agropecuaria Balcarce. Instituto de Innovación para la Producción Agropecuaria y el Desarrollo Sostenible; Argentina
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 2023-10
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/11336/235911
Carciochi, Walter Daniel; Grassini, Patricio; Naeve, Seth; Specht, James; Mamo, Mitiku; et al.; Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentration; Elsevier; Field Crops Research; 304; 109163; 10-2023; 1-9
0378-4290
CONICET Digital
CONICET
url http://hdl.handle.net/11336/235911
identifier_str_mv Carciochi, Walter Daniel; Grassini, Patricio; Naeve, Seth; Specht, James; Mamo, Mitiku; et al.; Irrigation increases on-farm soybean yields in water-limited environments without a trade-off in seed protein concentration; Elsevier; Field Crops Research; 304; 109163; 10-2023; 1-9
0378-4290
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1016/j.fcr.2023.109163
info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/S0378429023003568
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-nd/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-nd/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
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reponame_str CONICET Digital (CONICET)
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repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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