A risk assessment framework for seed degeneration: Informing an integrated seed health strategy for vegetatively-propagated crops

Pathogen buildup in vegetative planting material, termed seed degeneration, is a major problem in many low-income countries. When smallholder farmers use seed produced on-farm or acquired outside certified programs, it is often infected. We introduce a risk assessment framework for seed degeneration...

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Autores principales: Thomas-Sharma, Sara, Andrade-Piedra, J.L., Carvajal-Yepes, Mónica, Hernández Nopsa, J.F., Jeger, Michael, Jones, Roger, Kromann, P., Legg, James P., Yuen, Jonathan, Forbes, G., Garrett, K.A.
Formato: Journal Article
Lenguaje:Inglés
Publicado: Scientific Societies 2017
Materias:
Acceso en línea:https://hdl.handle.net/10568/81225
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author Thomas-Sharma, Sara
Andrade-Piedra, J.L.
Carvajal-Yepes, Mónica
Hernández Nopsa, J.F.
Jeger, Michael
Jones, Roger
Kromann, P.
Legg, James P.
Yuen, Jonathan
Forbes, G.
Garrett, K.A.
author_browse Andrade-Piedra, J.L.
Carvajal-Yepes, Mónica
Forbes, G.
Garrett, K.A.
Hernández Nopsa, J.F.
Jeger, Michael
Jones, Roger
Kromann, P.
Legg, James P.
Thomas-Sharma, Sara
Yuen, Jonathan
author_facet Thomas-Sharma, Sara
Andrade-Piedra, J.L.
Carvajal-Yepes, Mónica
Hernández Nopsa, J.F.
Jeger, Michael
Jones, Roger
Kromann, P.
Legg, James P.
Yuen, Jonathan
Forbes, G.
Garrett, K.A.
author_sort Thomas-Sharma, Sara
collection Repository of Agricultural Research Outputs (CGSpace)
description Pathogen buildup in vegetative planting material, termed seed degeneration, is a major problem in many low-income countries. When smallholder farmers use seed produced on-farm or acquired outside certified programs, it is often infected. We introduce a risk assessment framework for seed degeneration, evaluating the relative performance of individual and combined components of an integrated seed health strategy. The frequency distribution of management performance outcomes was evaluated for models incorporating biological and environmental heterogeneity, with the following results. (1) On-farm seed selection can perform as well as certified seed, if the rate of success in selecting healthy plants for seed production is high; (2) when choosing among within-season management strategies, external inoculum can determine the relative usefulness of ‘incidence-altering management’ (affecting the proportion of diseased plants/seeds) and ‘rate-altering management’ (affecting the rate of disease transmission in the field); (3) under severe disease scenarios, where it is difficult to implement management components at high levels of effectiveness, combining management components can be synergistic and keep seed degeneration below a threshold; (4) combining management components can also close the yield gap between average and worst-case scenarios. We also illustrate the potential for expert elicitation to provide parameter estimates when empirical data are unavailable.[Formula: see text] Copyright © 2017 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license .
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spelling CGSpace812252025-03-13T09:45:30Z A risk assessment framework for seed degeneration: Informing an integrated seed health strategy for vegetatively-propagated crops Thomas-Sharma, Sara Andrade-Piedra, J.L. Carvajal-Yepes, Mónica Hernández Nopsa, J.F. Jeger, Michael Jones, Roger Kromann, P. Legg, James P. Yuen, Jonathan Forbes, G. Garrett, K.A. bananas cassava root crops potatoes seeds simulation models sweet potatoes vegetative propagation yams banano plantas de raíces comestibles papa semillas modelos de simulación batata propagación vegetativa names Pathogen buildup in vegetative planting material, termed seed degeneration, is a major problem in many low-income countries. When smallholder farmers use seed produced on-farm or acquired outside certified programs, it is often infected. We introduce a risk assessment framework for seed degeneration, evaluating the relative performance of individual and combined components of an integrated seed health strategy. The frequency distribution of management performance outcomes was evaluated for models incorporating biological and environmental heterogeneity, with the following results. (1) On-farm seed selection can perform as well as certified seed, if the rate of success in selecting healthy plants for seed production is high; (2) when choosing among within-season management strategies, external inoculum can determine the relative usefulness of ‘incidence-altering management’ (affecting the proportion of diseased plants/seeds) and ‘rate-altering management’ (affecting the rate of disease transmission in the field); (3) under severe disease scenarios, where it is difficult to implement management components at high levels of effectiveness, combining management components can be synergistic and keep seed degeneration below a threshold; (4) combining management components can also close the yield gap between average and worst-case scenarios. We also illustrate the potential for expert elicitation to provide parameter estimates when empirical data are unavailable.[Formula: see text] Copyright © 2017 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license . 2017-10 2017-05-26T16:25:15Z 2017-05-26T16:25:15Z Journal Article https://hdl.handle.net/10568/81225 en Open Access Scientific Societies Thomas-Sharma, Sara; Andrade-Piedra, Jorge; Carvajal Yepes, Monica; Hernandez Nopsa, John; Jeger, Michael; Jones, Roger; Kromann, Peter; Legg, James; Yuen, Jonathan; Forbes, Gregory; Garrett, Karen A.. 2017. A risk assessment framework for seed degeneration: Informing an integrated seed health strategy for vegetatively-propagated crops . Phytopathology 107(10): 1123-1135.
spellingShingle bananas
cassava
root crops
potatoes
seeds
simulation models
sweet potatoes
vegetative propagation
yams
banano
plantas de raíces comestibles
papa
semillas
modelos de simulación
batata
propagación vegetativa
names
Thomas-Sharma, Sara
Andrade-Piedra, J.L.
Carvajal-Yepes, Mónica
Hernández Nopsa, J.F.
Jeger, Michael
Jones, Roger
Kromann, P.
Legg, James P.
Yuen, Jonathan
Forbes, G.
Garrett, K.A.
A risk assessment framework for seed degeneration: Informing an integrated seed health strategy for vegetatively-propagated crops
title A risk assessment framework for seed degeneration: Informing an integrated seed health strategy for vegetatively-propagated crops
title_full A risk assessment framework for seed degeneration: Informing an integrated seed health strategy for vegetatively-propagated crops
title_fullStr A risk assessment framework for seed degeneration: Informing an integrated seed health strategy for vegetatively-propagated crops
title_full_unstemmed A risk assessment framework for seed degeneration: Informing an integrated seed health strategy for vegetatively-propagated crops
title_short A risk assessment framework for seed degeneration: Informing an integrated seed health strategy for vegetatively-propagated crops
title_sort risk assessment framework for seed degeneration informing an integrated seed health strategy for vegetatively propagated crops
topic bananas
cassava
root crops
potatoes
seeds
simulation models
sweet potatoes
vegetative propagation
yams
banano
plantas de raíces comestibles
papa
semillas
modelos de simulación
batata
propagación vegetativa
names
url https://hdl.handle.net/10568/81225
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