Understanding variability in soybean yield and response to P-fertilizer and rhizobium inoculants on farmers' fields in northern Nigeria

Soybean yields could benefit from the use of improved varieties, phosphate-fertilizer and rhizobium inoculants. In this study, we evaluated the results of widespread testing of promiscuous soybean varieties with four treatments: no inputs (control); SSP fertilizer (P); inoculants (I) and SSP plus inoculants (P + I) among smallholder farmers in northern Nigeria in 2011 and 2012. We observed a strong response to both P and I, which significantly increased grain yields by 452 and 447 kg ha−1 respectively. The additive effect of P + I (777 kg ha−1) resulted in the best average yields. Variability in yield among farms was large, which had implications for the benefits for individual farmers. Moreover, although the yield response to P and I was similar, I was more profitable due to its low cost. Only 16% of the variability in control yields could be explained by plant establishment, days to first weeding, percentage sand and soil exchangeable magnesium. Between 42% and 61% of variability in response to P and/or I could be explained by variables including year, farm size, plant establishment, total rainfall and pH. The predictive value of these variables was limited, however, with cross-validation R2 decreasing to about 15% for the prediction between Local Government Areas and 10% between years. Implications for future research include our conclusion that averages of performance of technologies tell little about the adoption potential for individual farmers. We also conclude that a strong agronomic and economic case exists for the use of inoculants with promiscuous soybean, requiring efforts to improve the availability of good quality inoculants in Africa.

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Main Authors: Ronner, E., Franke, A.C., Vanlauwe, Bernard, Dianda, M., Edeh, E., Ukem, B., Bala, A., Heerwaarden, Joost van, Giller, Ken E.
Format: Journal Article biblioteca
Language:English
Published: Elsevier 2016-02
Subjects:bradyrhizobium, soybeans, grain legumes, sustainable agriculture,
Online Access:https://hdl.handle.net/10568/75563
https://doi.org/10.1016/j.fcr.2015.10.023
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spelling dig-cgspace-10568-755632023-12-08T19:36:04Z Understanding variability in soybean yield and response to P-fertilizer and rhizobium inoculants on farmers' fields in northern Nigeria Ronner, E. Franke, A.C. Vanlauwe, Bernard Dianda, M. Edeh, E. Ukem, B. Bala, A. Heerwaarden, Joost van Giller, Ken E. bradyrhizobium soybeans grain legumes sustainable agriculture Soybean yields could benefit from the use of improved varieties, phosphate-fertilizer and rhizobium inoculants. In this study, we evaluated the results of widespread testing of promiscuous soybean varieties with four treatments: no inputs (control); SSP fertilizer (P); inoculants (I) and SSP plus inoculants (P + I) among smallholder farmers in northern Nigeria in 2011 and 2012. We observed a strong response to both P and I, which significantly increased grain yields by 452 and 447 kg ha−1 respectively. The additive effect of P + I (777 kg ha−1) resulted in the best average yields. Variability in yield among farms was large, which had implications for the benefits for individual farmers. Moreover, although the yield response to P and I was similar, I was more profitable due to its low cost. Only 16% of the variability in control yields could be explained by plant establishment, days to first weeding, percentage sand and soil exchangeable magnesium. Between 42% and 61% of variability in response to P and/or I could be explained by variables including year, farm size, plant establishment, total rainfall and pH. The predictive value of these variables was limited, however, with cross-validation R2 decreasing to about 15% for the prediction between Local Government Areas and 10% between years. Implications for future research include our conclusion that averages of performance of technologies tell little about the adoption potential for individual farmers. We also conclude that a strong agronomic and economic case exists for the use of inoculants with promiscuous soybean, requiring efforts to improve the availability of good quality inoculants in Africa. 2016-02 2016-06-03T11:32:38Z 2016-06-03T11:32:38Z Journal Article Ronner, E., Franke, A.C., Vanlauwe, B., Dianda, M., Edeh, E., Ukem, B., ... & Giller, K.E. (2016). Understanding variability in soybean yield and response to P-fertilizer and rhizobium inoculants on farmers’ fields in northern Nigeria. Field Crops Research, 186, 133-145. 0378-4290 https://hdl.handle.net/10568/75563 https://doi.org/10.1016/j.fcr.2015.10.023 en Copyrighted; all rights reserved Limited Access 133-145 image/gif Elsevier Field Crops Research
institution CGIAR
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country Francia
countrycode FR
component Bibliográfico
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databasecode dig-cgspace
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CGIAR
language English
topic bradyrhizobium
soybeans
grain legumes
sustainable agriculture
bradyrhizobium
soybeans
grain legumes
sustainable agriculture
spellingShingle bradyrhizobium
soybeans
grain legumes
sustainable agriculture
bradyrhizobium
soybeans
grain legumes
sustainable agriculture
Ronner, E.
Franke, A.C.
Vanlauwe, Bernard
Dianda, M.
Edeh, E.
Ukem, B.
Bala, A.
Heerwaarden, Joost van
Giller, Ken E.
Understanding variability in soybean yield and response to P-fertilizer and rhizobium inoculants on farmers' fields in northern Nigeria
description Soybean yields could benefit from the use of improved varieties, phosphate-fertilizer and rhizobium inoculants. In this study, we evaluated the results of widespread testing of promiscuous soybean varieties with four treatments: no inputs (control); SSP fertilizer (P); inoculants (I) and SSP plus inoculants (P + I) among smallholder farmers in northern Nigeria in 2011 and 2012. We observed a strong response to both P and I, which significantly increased grain yields by 452 and 447 kg ha−1 respectively. The additive effect of P + I (777 kg ha−1) resulted in the best average yields. Variability in yield among farms was large, which had implications for the benefits for individual farmers. Moreover, although the yield response to P and I was similar, I was more profitable due to its low cost. Only 16% of the variability in control yields could be explained by plant establishment, days to first weeding, percentage sand and soil exchangeable magnesium. Between 42% and 61% of variability in response to P and/or I could be explained by variables including year, farm size, plant establishment, total rainfall and pH. The predictive value of these variables was limited, however, with cross-validation R2 decreasing to about 15% for the prediction between Local Government Areas and 10% between years. Implications for future research include our conclusion that averages of performance of technologies tell little about the adoption potential for individual farmers. We also conclude that a strong agronomic and economic case exists for the use of inoculants with promiscuous soybean, requiring efforts to improve the availability of good quality inoculants in Africa.
format Journal Article
topic_facet bradyrhizobium
soybeans
grain legumes
sustainable agriculture
author Ronner, E.
Franke, A.C.
Vanlauwe, Bernard
Dianda, M.
Edeh, E.
Ukem, B.
Bala, A.
Heerwaarden, Joost van
Giller, Ken E.
author_facet Ronner, E.
Franke, A.C.
Vanlauwe, Bernard
Dianda, M.
Edeh, E.
Ukem, B.
Bala, A.
Heerwaarden, Joost van
Giller, Ken E.
author_sort Ronner, E.
title Understanding variability in soybean yield and response to P-fertilizer and rhizobium inoculants on farmers' fields in northern Nigeria
title_short Understanding variability in soybean yield and response to P-fertilizer and rhizobium inoculants on farmers' fields in northern Nigeria
title_full Understanding variability in soybean yield and response to P-fertilizer and rhizobium inoculants on farmers' fields in northern Nigeria
title_fullStr Understanding variability in soybean yield and response to P-fertilizer and rhizobium inoculants on farmers' fields in northern Nigeria
title_full_unstemmed Understanding variability in soybean yield and response to P-fertilizer and rhizobium inoculants on farmers' fields in northern Nigeria
title_sort understanding variability in soybean yield and response to p-fertilizer and rhizobium inoculants on farmers' fields in northern nigeria
publisher Elsevier
publishDate 2016-02
url https://hdl.handle.net/10568/75563
https://doi.org/10.1016/j.fcr.2015.10.023
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