Condições ecológicas e predição de áreas adequáveis para ocorrência de Lonomia obliqua Walker 1855 no Brasil

Detalhes bibliográficos
Ano de defesa: 2018
Autor(a) principal: Favalesso, Marília Melo lattes
Orientador(a): Guimarães , Ana Tereza Bittencourt lattes
Banca de defesa: Guimarães , Ana Tereza Bittencourt lattes, Szinwelsk , Neucir lattes, Zwiener, Victor Pereira lattes
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Estadual do Oeste do Paraná
Cascavel
Programa de Pós-Graduação: Programa de Pós-Graduação em Conservação e Manejo de Recursos Naturais
Departamento: Centro de Ciências Biológicas e da Saúde
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://tede.unioeste.br/handle/tede/3961
Resumo: Lonomia obliqua Walker 1855 (Saturniidae: Hemileucinae) is a species of moth of sanitary interest in Brazil. Their larvae are etiological agents of lonomism, a form of erucism caused by the contact of the human beings with the stinging structures of the species. The most worrying symptoms of lonomism are the systemic hemorrhagic conditions that can lead to several outcomes, including death. The first official notifications of accidents with the species date back to the end of the 80s, in the state of Rio Grande do Sul. Since then, several accidents have been documented in Brazil, mainly in the south and southeast regions of the country. With the increase in the number of victims, health authorities in the state of São Paulo, represented by the “Instituto Butantã”, developed an anti-lonomic serum, which is distributed by the Ministry of Health in places with a higher prevalence of accidents. Hypotheses have been raised on the relation between the growth of the cases of lonomismo and the human occupation; however, little is known about the spatial distribution and ecological aspects of the species to enable the testing of these hypotheses. In view of the above, the present study aimed to produce a map for the potential geographical distribution of L. obliqua in Brazil, based on the combination of different ENM (Ecological Niche Modeling) algorithms. A total of 38 occurrence points were distributed across the geographic area of Brazil and Misiones, Argentina, which were partitioned for calibration and evaluation of the distribution model. Eight continuous climatic variables and only 16 previously considered variables were selected. Different ENM methodologies were tested and compared to TSS (True Skill Statistic) index values. The final model-map was composed of a combination of four algorithms (Gower, Mahalanobis, Maxent and SVM), with pseudo-absences outside a bioclimatic envelope and a number of pseudo-absences equal to that of presences. This model map was binarized from the Low Presence Threshold (LPT) and cut only for Brazil. According to this model map, the areas predicted as suitable for L. obliqua would be restricted to latitudes ~12° and ~32°, and longitudes ~39° and ~57°. When evaluating new sites of occurrence of the specie in Rio Grande do Sul, it was possible to verify that all the municipalities were in areas predicted by the model-map. A characterization of the abiotic variables related to the niche of the specie was also carried out, being these extracted from the area predicted as adequate the presence of the specie in the model map. To help characterize these variables, we also extract categorical descriptors of climate, soil and vegetation (in %). The percentage of land use classes was also extracted in order to contribute to the hypothesis that condition the increase of accidents due to human occupation. In this question, we find a large part of the area predicted within classes of agricultural soils in Brazil, which leads us to ratify the current hypotheses. Thus, the loss of habitat of the species for the agricultural enterprises increases the human contact with the specie, which should increase the number of notifications of the lonomism, generating greater epidemiological concern and habitat conservation for this specie.
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spelling Guimarães , Ana Tereza Bittencourthttp://lattes.cnpq.br/7043053823250811Guimarães , Ana Tereza Bittencourthttp://lattes.cnpq.br/7043053823250811Szinwelsk , Neucirhttp://lattes.cnpq.br/5135022065325874Zwiener, Victor Pereirahttp://lattes.cnpq.br/8164729738574289http://lattes.cnpq.br/8480218233758324Favalesso, Marília Melo2018-09-28T18:12:13Z2018-02-19FAVALESSO, Marília Melo. Condições ecológicas e predição de áreas adequáveis para ocorrência de Lonomia obliqua Walker 1855 no Brasil. 2018. 95 f. Dissertação( Mestrado em Conservação e Manejo de Recursos Naturais) - Universidade Estadual do Oeste do Paraná, Cascavel, 2018.http://tede.unioeste.br/handle/tede/3961Lonomia obliqua Walker 1855 (Saturniidae: Hemileucinae) is a species of moth of sanitary interest in Brazil. Their larvae are etiological agents of lonomism, a form of erucism caused by the contact of the human beings with the stinging structures of the species. The most worrying symptoms of lonomism are the systemic hemorrhagic conditions that can lead to several outcomes, including death. The first official notifications of accidents with the species date back to the end of the 80s, in the state of Rio Grande do Sul. Since then, several accidents have been documented in Brazil, mainly in the south and southeast regions of the country. With the increase in the number of victims, health authorities in the state of São Paulo, represented by the “Instituto Butantã”, developed an anti-lonomic serum, which is distributed by the Ministry of Health in places with a higher prevalence of accidents. Hypotheses have been raised on the relation between the growth of the cases of lonomismo and the human occupation; however, little is known about the spatial distribution and ecological aspects of the species to enable the testing of these hypotheses. In view of the above, the present study aimed to produce a map for the potential geographical distribution of L. obliqua in Brazil, based on the combination of different ENM (Ecological Niche Modeling) algorithms. A total of 38 occurrence points were distributed across the geographic area of Brazil and Misiones, Argentina, which were partitioned for calibration and evaluation of the distribution model. Eight continuous climatic variables and only 16 previously considered variables were selected. Different ENM methodologies were tested and compared to TSS (True Skill Statistic) index values. The final model-map was composed of a combination of four algorithms (Gower, Mahalanobis, Maxent and SVM), with pseudo-absences outside a bioclimatic envelope and a number of pseudo-absences equal to that of presences. This model map was binarized from the Low Presence Threshold (LPT) and cut only for Brazil. According to this model map, the areas predicted as suitable for L. obliqua would be restricted to latitudes ~12° and ~32°, and longitudes ~39° and ~57°. When evaluating new sites of occurrence of the specie in Rio Grande do Sul, it was possible to verify that all the municipalities were in areas predicted by the model-map. A characterization of the abiotic variables related to the niche of the specie was also carried out, being these extracted from the area predicted as adequate the presence of the specie in the model map. To help characterize these variables, we also extract categorical descriptors of climate, soil and vegetation (in %). The percentage of land use classes was also extracted in order to contribute to the hypothesis that condition the increase of accidents due to human occupation. In this question, we find a large part of the area predicted within classes of agricultural soils in Brazil, which leads us to ratify the current hypotheses. Thus, the loss of habitat of the species for the agricultural enterprises increases the human contact with the specie, which should increase the number of notifications of the lonomism, generating greater epidemiological concern and habitat conservation for this specie.Lonomia obliqua Walker 1855 (Saturniidae: Hemileucinae) é uma espécie de mariposa de interesse sanitário no Brasil. Suas larvas são agentes etiológicos do lonomismo, uma forma de erucismo causado pelo contato dos seres humanos com as estruturas urticantes da espécie. Os sintomas mais preocupantes do lonomismo são os quadros hemorrágicos sistêmicos que podem conduzir a diversos desfechos, inclusive o óbito. As primeiras notificações oficiais de acidentes com a espécie datam do final da década de 80, no estado do Rio Grande do Sul. A partir de então, diversos acidentes têm sido documentados no Brasil, principalmente nas regiões sul e sudeste do país. Com o aumento do número de vítimas, autoridades sanitárias do estado de São Paulo, representadas pelo do Instituto Butantã, desenvolveram um soro antilonômico, o qual é distribuído pelo Ministério da Saúde em localidades com maior prevalência de acidentes. Hipóteses têm sido levantadas sobre a relação entre o crescimento dos casos de lonomismo e a ocupação humana; contudo, pouco se conhece sobre a distribuição espacial e aspectos ecológicos da espécie para possibilitar os testes destas hipóteses. Diante do exposto, o presente estudo objetivou produzir um mapa para a distribuição geográfica potencial de L. obliqua no Brasil, baseando-se na combinação de diferentes algoritmos ENM (Ecological Niche Modeling). Foram utilizados 38 pontos de ocorrência distribuídos pela área geográfica do Brasil e região de Misiones, na Argentina, os quais foram particionados para calibração e avaliação do modelo de distribuição. Foram selecionadas oito variáveis contínuas climáticas e de solo entre 16 previamente cogitadas. Diferentes metodologias ENM foram testadas e confrontados quanto a valores de índice TSS (True Skill Statistic). O mapa-modelo final foi composto por uma combinação de quatro algoritmos (Gower, Mahalanobis, Maxent e SVM), com amostragens de pseudo-ausências fora de um envelope bioclimático e número de pseudo-ausências igual ao de presenças. Esse mapa-modelo foi binarizado a partir do limiar LPT (Lowest Presence Threshold) e recortado somente para o Brasil. Segundo este mapa-modelo, as áreas preditas como adequáveis a L. obliqua estariam restritas as latitudes ~12º e ~32º, e as longitudes ~39º e ~57º. Também foi realizada uma caracterização das variáveis abióticas relacionadas ao nicho da espécie, sendo essas extraídas da área predita como adequada a presença da espécie no mapa-modelo. O percentual de classes de uso da terra também foi extraído, a fim de contribuir com as hipóteses que condicionam o aumento de acidentes em função da ocupação humana. Neste quesito, encontramos grande parte da área predita dentro de classes de solos agrícolas no Brasil, o que nos leva a ratificar as hipóteses atuais. Assim, a perda de habitat da espécie para os empreendimentos agrícolas aumenta o contato humano com a espécie, o que deve aumentar o número de notificações do lonomismo, gerando maior preocupação a nível epidemiológico e de conservação de habitat para essa espécie.Submitted by Edineia Teixeira (edineia.teixeira@unioeste.br) on 2018-09-28T18:12:13Z No. of bitstreams: 2 Marilia_Favalesso_2018.pdf: 1901703 bytes, checksum: 0d9b6ae60903ec7aa858792cf86a51f2 (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2018-09-28T18:12:13Z (GMT). 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dc.title.por.fl_str_mv Condições ecológicas e predição de áreas adequáveis para ocorrência de Lonomia obliqua Walker 1855 no Brasil
dc.title.alternative.eng.fl_str_mv Ecological conditions and prediction of available areas for Lonomia obliqua walker 1855 in Brazil
title Condições ecológicas e predição de áreas adequáveis para ocorrência de Lonomia obliqua Walker 1855 no Brasil
spellingShingle Condições ecológicas e predição de áreas adequáveis para ocorrência de Lonomia obliqua Walker 1855 no Brasil
Favalesso, Marília Melo
Animais venenosos
Modelagem de distribuição de espécies
Modelagem de nicho
Nicho fundamental
Taturana
Taturana
Venomous animals
Modeling of species distribution
Niche modeling
Fundamental niche
CIENCIAS BIOLOGICAS
title_short Condições ecológicas e predição de áreas adequáveis para ocorrência de Lonomia obliqua Walker 1855 no Brasil
title_full Condições ecológicas e predição de áreas adequáveis para ocorrência de Lonomia obliqua Walker 1855 no Brasil
title_fullStr Condições ecológicas e predição de áreas adequáveis para ocorrência de Lonomia obliqua Walker 1855 no Brasil
title_full_unstemmed Condições ecológicas e predição de áreas adequáveis para ocorrência de Lonomia obliqua Walker 1855 no Brasil
title_sort Condições ecológicas e predição de áreas adequáveis para ocorrência de Lonomia obliqua Walker 1855 no Brasil
author Favalesso, Marília Melo
author_facet Favalesso, Marília Melo
author_role author
dc.contributor.advisor1.fl_str_mv Guimarães , Ana Tereza Bittencourt
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/7043053823250811
dc.contributor.referee1.fl_str_mv Guimarães , Ana Tereza Bittencourt
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/7043053823250811
dc.contributor.referee2.fl_str_mv Szinwelsk , Neucir
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/5135022065325874
dc.contributor.referee3.fl_str_mv Zwiener, Victor Pereira
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/8164729738574289
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/8480218233758324
dc.contributor.author.fl_str_mv Favalesso, Marília Melo
contributor_str_mv Guimarães , Ana Tereza Bittencourt
Guimarães , Ana Tereza Bittencourt
Szinwelsk , Neucir
Zwiener, Victor Pereira
dc.subject.por.fl_str_mv Animais venenosos
Modelagem de distribuição de espécies
Modelagem de nicho
Nicho fundamental
Taturana
Taturana
topic Animais venenosos
Modelagem de distribuição de espécies
Modelagem de nicho
Nicho fundamental
Taturana
Taturana
Venomous animals
Modeling of species distribution
Niche modeling
Fundamental niche
CIENCIAS BIOLOGICAS
dc.subject.eng.fl_str_mv Venomous animals
Modeling of species distribution
Niche modeling
Fundamental niche
dc.subject.cnpq.fl_str_mv CIENCIAS BIOLOGICAS
description Lonomia obliqua Walker 1855 (Saturniidae: Hemileucinae) is a species of moth of sanitary interest in Brazil. Their larvae are etiological agents of lonomism, a form of erucism caused by the contact of the human beings with the stinging structures of the species. The most worrying symptoms of lonomism are the systemic hemorrhagic conditions that can lead to several outcomes, including death. The first official notifications of accidents with the species date back to the end of the 80s, in the state of Rio Grande do Sul. Since then, several accidents have been documented in Brazil, mainly in the south and southeast regions of the country. With the increase in the number of victims, health authorities in the state of São Paulo, represented by the “Instituto Butantã”, developed an anti-lonomic serum, which is distributed by the Ministry of Health in places with a higher prevalence of accidents. Hypotheses have been raised on the relation between the growth of the cases of lonomismo and the human occupation; however, little is known about the spatial distribution and ecological aspects of the species to enable the testing of these hypotheses. In view of the above, the present study aimed to produce a map for the potential geographical distribution of L. obliqua in Brazil, based on the combination of different ENM (Ecological Niche Modeling) algorithms. A total of 38 occurrence points were distributed across the geographic area of Brazil and Misiones, Argentina, which were partitioned for calibration and evaluation of the distribution model. Eight continuous climatic variables and only 16 previously considered variables were selected. Different ENM methodologies were tested and compared to TSS (True Skill Statistic) index values. The final model-map was composed of a combination of four algorithms (Gower, Mahalanobis, Maxent and SVM), with pseudo-absences outside a bioclimatic envelope and a number of pseudo-absences equal to that of presences. This model map was binarized from the Low Presence Threshold (LPT) and cut only for Brazil. According to this model map, the areas predicted as suitable for L. obliqua would be restricted to latitudes ~12° and ~32°, and longitudes ~39° and ~57°. When evaluating new sites of occurrence of the specie in Rio Grande do Sul, it was possible to verify that all the municipalities were in areas predicted by the model-map. A characterization of the abiotic variables related to the niche of the specie was also carried out, being these extracted from the area predicted as adequate the presence of the specie in the model map. To help characterize these variables, we also extract categorical descriptors of climate, soil and vegetation (in %). The percentage of land use classes was also extracted in order to contribute to the hypothesis that condition the increase of accidents due to human occupation. In this question, we find a large part of the area predicted within classes of agricultural soils in Brazil, which leads us to ratify the current hypotheses. Thus, the loss of habitat of the species for the agricultural enterprises increases the human contact with the specie, which should increase the number of notifications of the lonomism, generating greater epidemiological concern and habitat conservation for this specie.
publishDate 2018
dc.date.accessioned.fl_str_mv 2018-09-28T18:12:13Z
dc.date.issued.fl_str_mv 2018-02-19
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv FAVALESSO, Marília Melo. Condições ecológicas e predição de áreas adequáveis para ocorrência de Lonomia obliqua Walker 1855 no Brasil. 2018. 95 f. Dissertação( Mestrado em Conservação e Manejo de Recursos Naturais) - Universidade Estadual do Oeste do Paraná, Cascavel, 2018.
dc.identifier.uri.fl_str_mv http://tede.unioeste.br/handle/tede/3961
identifier_str_mv FAVALESSO, Marília Melo. Condições ecológicas e predição de áreas adequáveis para ocorrência de Lonomia obliqua Walker 1855 no Brasil. 2018. 95 f. Dissertação( Mestrado em Conservação e Manejo de Recursos Naturais) - Universidade Estadual do Oeste do Paraná, Cascavel, 2018.
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