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
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/235911
Ver los metadatos del registro completo
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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) instname:Consejo Nacional de Investigaciones Científicas y Técnicas |
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CONICET Digital (CONICET) |
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CONICET Digital (CONICET) |
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Consejo Nacional de Investigaciones Científicas y Técnicas |
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CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas |
repository.mail.fl_str_mv |
dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar |
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1842980002091499520 |
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12.993085 |