Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence.
Autor(a) principal: | |
---|---|
Data de Publicação: | 2017 |
Outros Autores: | , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
Texto Completo: | http://www.alice.cnptia.embrapa.br/alice/handle/doc/1083320 |
Resumo: | Root rots are a constraint for staple food crops and a long-lasting food security problem worldwide. In common beans, yield losses originating from root damage are frequently attributed to dry root rot, a disease caused by the Fusarium solani species complex. The aim of this study was to model the current potential distribution of common bean dry root rot on a global scale and to project changes based on future expectations of climate change. Our approach used a spatial proxy of the field disease occurrence, instead of solely the pathogen distribution. We modeled the pathogen environmental requirements in locations where in-situ inoculum density seems ideal for disease manifestation. A dataset of 2,311 soil samples from commercial farms assessed from 2002 to 2015 allowed us to evaluate the environmental conditions associated with the pathogen's optimum inoculum density for disease occurrence, using a lower threshold as a spatial proxy. We encompassed not only the optimal conditions for disease occurrence but also the optimal pathogen's density required for host infection. An intermediate inoculum density of the pathogen was the best disease proxy, suggesting density-dependent mechanisms on host infection. We found a strong convergence on the environmental requirements of both the host and the disease development in tropical areas, mostly in Brazil, Central America, and African countries. Precipitation and temperature variables were important for explaining the disease occurrence (from 17.63% to 43.84%). Climate change will probably move the disease toward cooler regions, which in Brazil are more representative of small-scale farming, although an overall shrink in total area (from 48% to 49% in 2050 and 26% to 41% in 2070) was also predicted. Understanding pathogen distribution and disease risks in an evolutionary context will therefore support breeding for resistance programs and strategies for dry root rot management in common beans. |
id |
EMBR_9a7df6d6c95cd1d21da1296bfd7a3e5d |
---|---|
oai_identifier_str |
oai:www.alice.cnptia.embrapa.br:doc/1083320 |
network_acronym_str |
EMBR |
network_name_str |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
repository_id_str |
2154 |
spelling |
Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence.FeijãoDoença de plantaFusarium solaniPhaseolus vulgarisRoot rots are a constraint for staple food crops and a long-lasting food security problem worldwide. In common beans, yield losses originating from root damage are frequently attributed to dry root rot, a disease caused by the Fusarium solani species complex. The aim of this study was to model the current potential distribution of common bean dry root rot on a global scale and to project changes based on future expectations of climate change. Our approach used a spatial proxy of the field disease occurrence, instead of solely the pathogen distribution. We modeled the pathogen environmental requirements in locations where in-situ inoculum density seems ideal for disease manifestation. A dataset of 2,311 soil samples from commercial farms assessed from 2002 to 2015 allowed us to evaluate the environmental conditions associated with the pathogen's optimum inoculum density for disease occurrence, using a lower threshold as a spatial proxy. We encompassed not only the optimal conditions for disease occurrence but also the optimal pathogen's density required for host infection. An intermediate inoculum density of the pathogen was the best disease proxy, suggesting density-dependent mechanisms on host infection. We found a strong convergence on the environmental requirements of both the host and the disease development in tropical areas, mostly in Brazil, Central America, and African countries. Precipitation and temperature variables were important for explaining the disease occurrence (from 17.63% to 43.84%). Climate change will probably move the disease toward cooler regions, which in Brazil are more representative of small-scale farming, although an overall shrink in total area (from 48% to 49% in 2050 and 26% to 41% in 2070) was also predicted. Understanding pathogen distribution and disease risks in an evolutionary context will therefore support breeding for resistance programs and strategies for dry root rot management in common beans.RENAM MACEDO, UNIVERSIDADE FEDERAL DE GOIÁS; LILIAN PATRÍCIA SALES, UNIVERSIDADE FEDERAL DE GOIÁS; FERNANDA YOSHIDA, UNIVERSIDADE FEDERAL DE GOIÁS; LIDIANNE LEMES SILVA-ABUD, UNIVERSIDADE FEDERAL DE GOIÁS; MURILLO LOBO JUNIOR, CNPAF.MACEDO, R.SALES, L. P.YOSHIDA, F.SILVA-ABUD, L. L.LOBO JUNIOR, M.2017-12-26T23:24:07Z2017-12-26T23:24:07Z2017-12-2120172018-03-23T11:11:11Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlePlos One, v. 12, n. 11, e0187770, Nov. 2017.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1083320doi.org/10.1371/journal.pone.0187770enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2017-12-26T23:24:14Zoai:www.alice.cnptia.embrapa.br:doc/1083320Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542017-12-26T23:24:14falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542017-12-26T23:24:14Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false |
dc.title.none.fl_str_mv |
Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence. |
title |
Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence. |
spellingShingle |
Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence. MACEDO, R. Feijão Doença de planta Fusarium solani Phaseolus vulgaris |
title_short |
Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence. |
title_full |
Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence. |
title_fullStr |
Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence. |
title_full_unstemmed |
Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence. |
title_sort |
Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence. |
author |
MACEDO, R. |
author_facet |
MACEDO, R. SALES, L. P. YOSHIDA, F. SILVA-ABUD, L. L. LOBO JUNIOR, M. |
author_role |
author |
author2 |
SALES, L. P. YOSHIDA, F. SILVA-ABUD, L. L. LOBO JUNIOR, M. |
author2_role |
author author author author |
dc.contributor.none.fl_str_mv |
RENAM MACEDO, UNIVERSIDADE FEDERAL DE GOIÁS; LILIAN PATRÍCIA SALES, UNIVERSIDADE FEDERAL DE GOIÁS; FERNANDA YOSHIDA, UNIVERSIDADE FEDERAL DE GOIÁS; LIDIANNE LEMES SILVA-ABUD, UNIVERSIDADE FEDERAL DE GOIÁS; MURILLO LOBO JUNIOR, CNPAF. |
dc.contributor.author.fl_str_mv |
MACEDO, R. SALES, L. P. YOSHIDA, F. SILVA-ABUD, L. L. LOBO JUNIOR, M. |
dc.subject.por.fl_str_mv |
Feijão Doença de planta Fusarium solani Phaseolus vulgaris |
topic |
Feijão Doença de planta Fusarium solani Phaseolus vulgaris |
description |
Root rots are a constraint for staple food crops and a long-lasting food security problem worldwide. In common beans, yield losses originating from root damage are frequently attributed to dry root rot, a disease caused by the Fusarium solani species complex. The aim of this study was to model the current potential distribution of common bean dry root rot on a global scale and to project changes based on future expectations of climate change. Our approach used a spatial proxy of the field disease occurrence, instead of solely the pathogen distribution. We modeled the pathogen environmental requirements in locations where in-situ inoculum density seems ideal for disease manifestation. A dataset of 2,311 soil samples from commercial farms assessed from 2002 to 2015 allowed us to evaluate the environmental conditions associated with the pathogen's optimum inoculum density for disease occurrence, using a lower threshold as a spatial proxy. We encompassed not only the optimal conditions for disease occurrence but also the optimal pathogen's density required for host infection. An intermediate inoculum density of the pathogen was the best disease proxy, suggesting density-dependent mechanisms on host infection. We found a strong convergence on the environmental requirements of both the host and the disease development in tropical areas, mostly in Brazil, Central America, and African countries. Precipitation and temperature variables were important for explaining the disease occurrence (from 17.63% to 43.84%). Climate change will probably move the disease toward cooler regions, which in Brazil are more representative of small-scale farming, although an overall shrink in total area (from 48% to 49% in 2050 and 26% to 41% in 2070) was also predicted. Understanding pathogen distribution and disease risks in an evolutionary context will therefore support breeding for resistance programs and strategies for dry root rot management in common beans. |
publishDate |
2017 |
dc.date.none.fl_str_mv |
2017-12-26T23:24:07Z 2017-12-26T23:24:07Z 2017-12-21 2017 2018-03-23T11:11:11Z |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
Plos One, v. 12, n. 11, e0187770, Nov. 2017. http://www.alice.cnptia.embrapa.br/alice/handle/doc/1083320 doi.org/10.1371/journal.pone.0187770 |
identifier_str_mv |
Plos One, v. 12, n. 11, e0187770, Nov. 2017. doi.org/10.1371/journal.pone.0187770 |
url |
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1083320 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa) instacron:EMBRAPA |
instname_str |
Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
instacron_str |
EMBRAPA |
institution |
EMBRAPA |
reponame_str |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
collection |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
repository.name.fl_str_mv |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
repository.mail.fl_str_mv |
cg-riaa@embrapa.br |
_version_ |
1794503447144300544 |