Soybean yield and water productivity gaps associate with ENSO-dependent effects of fungicide, sowing date and maturity group

Context: Soybean, the focus of this study, is the most widely sown crop and the main source of external income in Argentina. The reported soybean yield gap calculated as the difference between water-limited potential yield (Yw) and actual on-farm yield in the Argentinean Pampas averaged 1260 kg ha−1 or 32% of Yw. Actual water productivity (the ratio between actual yield and water use), the upper limit of water productivity (WPw), and the water productivity gap (WPg) have not been quantified, and their relationships with yield gap are unknown. Objectives: i) benchmark water-limited potential yield and the upper limit of water productivity and ii) identify the primary factors and their interactions with ENSO (El Niño Southern Oscillation) phases driving variations in yield- and water productivity gaps. Methods: We compiled a data set from 3692 rainfed soybean crops including actual yield, water supply (available soil water at sowing + seasonal rainfall), actual water productivity, WPw, and Yg and WPg. Then, we identified the environmental and agronomic factors underlying yield and water productivity gaps, and their relations with ENSO phase. Results and conclusions: Yield gap averaged 1.63 t ha−1 or 32% of Yw and WPg averaged 2.24 kg ha−1 mm−1 or 33% of WPw. Agronomic factors, including phosphorus fertilization, fungicide application, sowing date, soybean maturity group and plant density collectively explained 61% of the variation in yield gap. Environmental factors explained 55% of the variation in the water productivity gap; water supply, rainfall before the crop cycle, presence of water table, phosphorus fertilization, fungicide application and sowing date were the most important factors. Both Yg and WPg varied with interactions between ENSO phase and fungicide application, sowing date, and maturity group. For example, fungicide application reduced the water productivity gap up to 41% (0.98 kg ha−1 mm−1) under El Niño with no effect of fungicide in the Neutral phase. Significance: Both yield and water productivity gaps featured interactions between ENSO phase and fungicide application, sowing date, and maturity group, which suggest opportunities to use weather forecasts to inform management decisions.

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Bibliographic Details
Main Authors: Videla Mensegue, Horacio Rogelio, Cordoba, Mariano Augusto, Caviglia, Octavio, Sadras, Victor Oscar
Format: info:ar-repo/semantics/artículo biblioteca
Language:eng
Published: Elsevier 2024-04
Subjects:Soja, Rendimiento, Fecha de Siembra, Fungicidas, Productividad del Agua, Factores Ambientales, Soybeans, Yields, Sowing Date, Fungicides, Water Productivity, Environmental Factors,
Online Access:http://hdl.handle.net/20.500.12123/16851
https://www.sciencedirect.com/science/article/pii/S1161030124000546
https://doi.org/10.1016/j.eja.2024.127133
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record_format koha
institution INTA AR
collection DSpace
country Argentina
countrycode AR
component Bibliográfico
access En linea
databasecode dig-inta-ar
tag biblioteca
region America del Sur
libraryname Biblioteca Central del INTA Argentina
language eng
topic Soja
Rendimiento
Fecha de Siembra
Fungicidas
Productividad del Agua
Factores Ambientales
Soybeans
Yields
Sowing Date
Fungicides
Water Productivity
Environmental Factors
Soja
Rendimiento
Fecha de Siembra
Fungicidas
Productividad del Agua
Factores Ambientales
Soybeans
Yields
Sowing Date
Fungicides
Water Productivity
Environmental Factors
spellingShingle Soja
Rendimiento
Fecha de Siembra
Fungicidas
Productividad del Agua
Factores Ambientales
Soybeans
Yields
Sowing Date
Fungicides
Water Productivity
Environmental Factors
Soja
Rendimiento
Fecha de Siembra
Fungicidas
Productividad del Agua
Factores Ambientales
Soybeans
Yields
Sowing Date
Fungicides
Water Productivity
Environmental Factors
Videla Mensegue, Horacio Rogelio
Cordoba, Mariano Augusto
Caviglia, Octavio
Sadras, Victor Oscar
Soybean yield and water productivity gaps associate with ENSO-dependent effects of fungicide, sowing date and maturity group
description Context: Soybean, the focus of this study, is the most widely sown crop and the main source of external income in Argentina. The reported soybean yield gap calculated as the difference between water-limited potential yield (Yw) and actual on-farm yield in the Argentinean Pampas averaged 1260 kg ha−1 or 32% of Yw. Actual water productivity (the ratio between actual yield and water use), the upper limit of water productivity (WPw), and the water productivity gap (WPg) have not been quantified, and their relationships with yield gap are unknown. Objectives: i) benchmark water-limited potential yield and the upper limit of water productivity and ii) identify the primary factors and their interactions with ENSO (El Niño Southern Oscillation) phases driving variations in yield- and water productivity gaps. Methods: We compiled a data set from 3692 rainfed soybean crops including actual yield, water supply (available soil water at sowing + seasonal rainfall), actual water productivity, WPw, and Yg and WPg. Then, we identified the environmental and agronomic factors underlying yield and water productivity gaps, and their relations with ENSO phase. Results and conclusions: Yield gap averaged 1.63 t ha−1 or 32% of Yw and WPg averaged 2.24 kg ha−1 mm−1 or 33% of WPw. Agronomic factors, including phosphorus fertilization, fungicide application, sowing date, soybean maturity group and plant density collectively explained 61% of the variation in yield gap. Environmental factors explained 55% of the variation in the water productivity gap; water supply, rainfall before the crop cycle, presence of water table, phosphorus fertilization, fungicide application and sowing date were the most important factors. Both Yg and WPg varied with interactions between ENSO phase and fungicide application, sowing date, and maturity group. For example, fungicide application reduced the water productivity gap up to 41% (0.98 kg ha−1 mm−1) under El Niño with no effect of fungicide in the Neutral phase. Significance: Both yield and water productivity gaps featured interactions between ENSO phase and fungicide application, sowing date, and maturity group, which suggest opportunities to use weather forecasts to inform management decisions.
format info:ar-repo/semantics/artículo
topic_facet Soja
Rendimiento
Fecha de Siembra
Fungicidas
Productividad del Agua
Factores Ambientales
Soybeans
Yields
Sowing Date
Fungicides
Water Productivity
Environmental Factors
author Videla Mensegue, Horacio Rogelio
Cordoba, Mariano Augusto
Caviglia, Octavio
Sadras, Victor Oscar
author_facet Videla Mensegue, Horacio Rogelio
Cordoba, Mariano Augusto
Caviglia, Octavio
Sadras, Victor Oscar
author_sort Videla Mensegue, Horacio Rogelio
title Soybean yield and water productivity gaps associate with ENSO-dependent effects of fungicide, sowing date and maturity group
title_short Soybean yield and water productivity gaps associate with ENSO-dependent effects of fungicide, sowing date and maturity group
title_full Soybean yield and water productivity gaps associate with ENSO-dependent effects of fungicide, sowing date and maturity group
title_fullStr Soybean yield and water productivity gaps associate with ENSO-dependent effects of fungicide, sowing date and maturity group
title_full_unstemmed Soybean yield and water productivity gaps associate with ENSO-dependent effects of fungicide, sowing date and maturity group
title_sort soybean yield and water productivity gaps associate with enso-dependent effects of fungicide, sowing date and maturity group
publisher Elsevier
publishDate 2024-04
url http://hdl.handle.net/20.500.12123/16851
https://www.sciencedirect.com/science/article/pii/S1161030124000546
https://doi.org/10.1016/j.eja.2024.127133
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AT cavigliaoctavio soybeanyieldandwaterproductivitygapsassociatewithensodependenteffectsoffungicidesowingdateandmaturitygroup
AT sadrasvictoroscar soybeanyieldandwaterproductivitygapsassociatewithensodependenteffectsoffungicidesowingdateandmaturitygroup
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spelling oai:localhost:20.500.12123-168512024-02-29T14:46:39Z Soybean yield and water productivity gaps associate with ENSO-dependent effects of fungicide, sowing date and maturity group Videla Mensegue, Horacio Rogelio Cordoba, Mariano Augusto Caviglia, Octavio Sadras, Victor Oscar Soja Rendimiento Fecha de Siembra Fungicidas Productividad del Agua Factores Ambientales Soybeans Yields Sowing Date Fungicides Water Productivity Environmental Factors Context: Soybean, the focus of this study, is the most widely sown crop and the main source of external income in Argentina. The reported soybean yield gap calculated as the difference between water-limited potential yield (Yw) and actual on-farm yield in the Argentinean Pampas averaged 1260 kg ha−1 or 32% of Yw. Actual water productivity (the ratio between actual yield and water use), the upper limit of water productivity (WPw), and the water productivity gap (WPg) have not been quantified, and their relationships with yield gap are unknown. Objectives: i) benchmark water-limited potential yield and the upper limit of water productivity and ii) identify the primary factors and their interactions with ENSO (El Niño Southern Oscillation) phases driving variations in yield- and water productivity gaps. Methods: We compiled a data set from 3692 rainfed soybean crops including actual yield, water supply (available soil water at sowing + seasonal rainfall), actual water productivity, WPw, and Yg and WPg. Then, we identified the environmental and agronomic factors underlying yield and water productivity gaps, and their relations with ENSO phase. Results and conclusions: Yield gap averaged 1.63 t ha−1 or 32% of Yw and WPg averaged 2.24 kg ha−1 mm−1 or 33% of WPw. Agronomic factors, including phosphorus fertilization, fungicide application, sowing date, soybean maturity group and plant density collectively explained 61% of the variation in yield gap. Environmental factors explained 55% of the variation in the water productivity gap; water supply, rainfall before the crop cycle, presence of water table, phosphorus fertilization, fungicide application and sowing date were the most important factors. Both Yg and WPg varied with interactions between ENSO phase and fungicide application, sowing date, and maturity group. For example, fungicide application reduced the water productivity gap up to 41% (0.98 kg ha−1 mm−1) under El Niño with no effect of fungicide in the Neutral phase. Significance: Both yield and water productivity gaps featured interactions between ENSO phase and fungicide application, sowing date, and maturity group, which suggest opportunities to use weather forecasts to inform management decisions. EEA Marcos Juárez Fil: Videla Mensegue, Horacio Rogelio. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Marcos Juárez. Agencia de Extensión Rural Laboulaye; Argentina Fil: Córdoba, M. Universidad Nacional de Córdoba. Facultad de Ciencias Agropecuarias. Cátedra de Estadística y Biometría; Argentina Fil: Córdoba, Mariano Augusto. Consejo Nacional de Investigaciones Científicas y Técnicas. Unidad de Fitopatología y Modelización Agrícola (UFYMA); Argentina. Fil: Córdoba, M. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Patología Vegetal. Unidad de Fitopatología y Modelización Agrícola (UFYMA); Argentina. Fil: Caviglia, Octavio. Universidad Nacional de Entre Ríos. Facultad de Ciencias Agropecuarias; Argentina Fil: Caviglia, Octavio. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina Fil: Sadras, Victor Oscar. South Australian Research & Development Institute; Australia Fil: Sadras, Victor Oscar. University of Adelaide. School of Agriculture, Food and Wine; Australia Fil: Sadras, Victor Oscar. Flinders University. College of Science and Engineering; Australia 2024-02-29T14:41:32Z 2024-02-29T14:41:32Z 2024-04 info:ar-repo/semantics/artículo info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://hdl.handle.net/20.500.12123/16851 https://www.sciencedirect.com/science/article/pii/S1161030124000546 1161-0301 1873-7331 https://doi.org/10.1016/j.eja.2024.127133 eng info:eu-repograntAgreement/INTA/2023-PE-L01-I012, Intensificación Sostenible de la Agricultura Extensiva en la Región Pampeana info:eu-repograntAgreement/INTA/2019-PE-E1-I011-001, Intensificacion Sustentable de la Agricultura en la Region Pampeana info:eu-repograntAgreement/INTA/2023-PE-L01-I025, Innovaciones para la intensificación sostenible de los sistemas de producción agrícola en la provincia de Córdoba info:eu-repo/semantics/restrictedAccess http://creativecommons.org/licenses/by-nc-sa/4.0/ Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) application/pdf Elsevier European Journal of Agronomy 155 : 127133. (April 2024)