Risk analysis of the spread of the quarantine pest mite Schizotetranychus hindustanicus in Brazil.
Autor(a) principal: | |
---|---|
Data de Publicação: | 2022 |
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/1148147 https://doi.org/10.1007/s10493-022-00760-5 |
Resumo: | Schizotetranychus hindustanicus Hirst (Acari: Tetranychidae) known as the Hindustan citrus mite, is a quarantine pest present in Roraima, Brazil. In 1924 this pest was described in India. It was reported in 2002 in Venezuela and in Roraima in 2008. In 2010, the Hindustan citrus mite was reported in Colombia. It is possible that it will be introduced in other areas of Brazil, resulting in a threat to Brazilian citrus industry. Our objective was to determine the most suitable regions of Brazil for S. hindustanicus using a maximum entropy (Max‑ ent) algorithm, based on native and invasive updated occurrence records from published research, field surveys and online databases. To avoid overfitting and improving transfer‑ ability, we chose parameter settings of Maxent to construct and validate models by searching for the best combination of feature classes and regularization multipliers. The model obtained showed excellent performance according to all evaluation metrics used. A high potential for the establishment of S. hindustanicus was identified in large areas of Roraima, the extreme west of Amazonas, the entire north of the State of Pará, also in northeast, south, east, and north of the State of Amapá, and in a small portion northwest of the State of Maranhão (all states belonging to the northern region of Brazil). Our results provide information for policy making and quarantine measures, especially where S. hindustanicus is still absent in Brazil. |
id |
EMBR_602c97ac26d18b7bbec16efdea619380 |
---|---|
oai_identifier_str |
oai:www.alice.cnptia.embrapa.br:doc/1148147 |
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 |
Risk analysis of the spread of the quarantine pest mite Schizotetranychus hindustanicus in Brazil.Hindustan citrus miteEcological niche modelingEnvironmental modelingMaxentSchizotetranychus hindustanicus Hirst (Acari: Tetranychidae) known as the Hindustan citrus mite, is a quarantine pest present in Roraima, Brazil. In 1924 this pest was described in India. It was reported in 2002 in Venezuela and in Roraima in 2008. In 2010, the Hindustan citrus mite was reported in Colombia. It is possible that it will be introduced in other areas of Brazil, resulting in a threat to Brazilian citrus industry. Our objective was to determine the most suitable regions of Brazil for S. hindustanicus using a maximum entropy (Max‑ ent) algorithm, based on native and invasive updated occurrence records from published research, field surveys and online databases. To avoid overfitting and improving transfer‑ ability, we chose parameter settings of Maxent to construct and validate models by searching for the best combination of feature classes and regularization multipliers. The model obtained showed excellent performance according to all evaluation metrics used. A high potential for the establishment of S. hindustanicus was identified in large areas of Roraima, the extreme west of Amazonas, the entire north of the State of Pará, also in northeast, south, east, and north of the State of Amapá, and in a small portion northwest of the State of Maranhão (all states belonging to the northern region of Brazil). Our results provide information for policy making and quarantine measures, especially where S. hindustanicus is still absent in Brazil.GEORGE CORREA AMARO, CPAF-RR; ELISANGELA GOMES FIDELIS, Cenargen; CRISTIAN MADEIRA DE MEDEIROS UNIVERSIDAD DE SALAMANCA, UNIVERSIDAD DE SALAMANCA; RICARDO SIQUEIRA DA SILVA, UNIVERSIDADE FEDERAL DOS VALES DO JEQUITINHONHA E MUCURI.AMARO, G. C.FIDELIS, E. G.MEDEIROS, C. M.SILVA, R. S. da2022-11-09T16:08:36Z2022-11-09T16:08:36Z2022-11-092022info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleExperimental and Applied Acarology, nov., 2022.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1148147https://doi.org/10.1007/s10493-022-00760-5enginfo: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:EMBRAPA2022-11-09T16:08:45Zoai:www.alice.cnptia.embrapa.br:doc/1148147Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542022-11-09T16:08:45Repositório 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 |
Risk analysis of the spread of the quarantine pest mite Schizotetranychus hindustanicus in Brazil. |
title |
Risk analysis of the spread of the quarantine pest mite Schizotetranychus hindustanicus in Brazil. |
spellingShingle |
Risk analysis of the spread of the quarantine pest mite Schizotetranychus hindustanicus in Brazil. AMARO, G. C. Hindustan citrus mite Ecological niche modeling Environmental modeling Maxent |
title_short |
Risk analysis of the spread of the quarantine pest mite Schizotetranychus hindustanicus in Brazil. |
title_full |
Risk analysis of the spread of the quarantine pest mite Schizotetranychus hindustanicus in Brazil. |
title_fullStr |
Risk analysis of the spread of the quarantine pest mite Schizotetranychus hindustanicus in Brazil. |
title_full_unstemmed |
Risk analysis of the spread of the quarantine pest mite Schizotetranychus hindustanicus in Brazil. |
title_sort |
Risk analysis of the spread of the quarantine pest mite Schizotetranychus hindustanicus in Brazil. |
author |
AMARO, G. C. |
author_facet |
AMARO, G. C. FIDELIS, E. G. MEDEIROS, C. M. SILVA, R. S. da |
author_role |
author |
author2 |
FIDELIS, E. G. MEDEIROS, C. M. SILVA, R. S. da |
author2_role |
author author author |
dc.contributor.none.fl_str_mv |
GEORGE CORREA AMARO, CPAF-RR; ELISANGELA GOMES FIDELIS, Cenargen; CRISTIAN MADEIRA DE MEDEIROS UNIVERSIDAD DE SALAMANCA, UNIVERSIDAD DE SALAMANCA; RICARDO SIQUEIRA DA SILVA, UNIVERSIDADE FEDERAL DOS VALES DO JEQUITINHONHA E MUCURI. |
dc.contributor.author.fl_str_mv |
AMARO, G. C. FIDELIS, E. G. MEDEIROS, C. M. SILVA, R. S. da |
dc.subject.por.fl_str_mv |
Hindustan citrus mite Ecological niche modeling Environmental modeling Maxent |
topic |
Hindustan citrus mite Ecological niche modeling Environmental modeling Maxent |
description |
Schizotetranychus hindustanicus Hirst (Acari: Tetranychidae) known as the Hindustan citrus mite, is a quarantine pest present in Roraima, Brazil. In 1924 this pest was described in India. It was reported in 2002 in Venezuela and in Roraima in 2008. In 2010, the Hindustan citrus mite was reported in Colombia. It is possible that it will be introduced in other areas of Brazil, resulting in a threat to Brazilian citrus industry. Our objective was to determine the most suitable regions of Brazil for S. hindustanicus using a maximum entropy (Max‑ ent) algorithm, based on native and invasive updated occurrence records from published research, field surveys and online databases. To avoid overfitting and improving transfer‑ ability, we chose parameter settings of Maxent to construct and validate models by searching for the best combination of feature classes and regularization multipliers. The model obtained showed excellent performance according to all evaluation metrics used. A high potential for the establishment of S. hindustanicus was identified in large areas of Roraima, the extreme west of Amazonas, the entire north of the State of Pará, also in northeast, south, east, and north of the State of Amapá, and in a small portion northwest of the State of Maranhão (all states belonging to the northern region of Brazil). Our results provide information for policy making and quarantine measures, especially where S. hindustanicus is still absent in Brazil. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-11-09T16:08:36Z 2022-11-09T16:08:36Z 2022-11-09 2022 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
Experimental and Applied Acarology, nov., 2022. http://www.alice.cnptia.embrapa.br/alice/handle/doc/1148147 https://doi.org/10.1007/s10493-022-00760-5 |
identifier_str_mv |
Experimental and Applied Acarology, nov., 2022. |
url |
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1148147 https://doi.org/10.1007/s10493-022-00760-5 |
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_ |
1822721588365099008 |