Determinant factors to the dominance of African grasses in two tropical seasonally dry ecosystems

Detalhes bibliográficos
Ano de defesa: 2015
Autor(a) principal: Xavier, Rafael de Oliveira
Orientador(a): Matos, Dalva Maria da Silva lattes
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: eng
Instituição de defesa: Universidade Federal de São Carlos
Câmpus São Carlos
Programa de Pós-Graduação: Programa de Pós-Graduação em Ecologia e Recursos Naturais - PPGERN
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: https://repositorio.ufscar.br/handle/ufscar/7628
Resumo: While grasses have a large ecological and economical relevance all over the world, they also may be aggressive invaders. Many African grasses are invaders in other Neotropical seasonally dry ecosystems. Positive response to disturbance and superior competitive ability had been associated with this success, but other species attributes and community features are expected to be important. Here we compare the effect of abiotic stress in the dominance of exotic over native grasses between a reserve of cerrado in the Southeast Brazil and in seasonally dry and early sucessional sites in the Hawai’i Island. Because of the low richness of native grasses in Hawai’i, mostly caused by geographical isolation and short evolutionary history, stressful sites should be more susceptible to invasion there than in the cerrado. We sampled the abundance and performance of these species in multiple sites in both ecosystems, where we also measured major abiotic variables that could cause plant stress. Moreover, we followed the reproductive phenology of species in the cerrado for two years. We estimated the effect of environmental heterogeneity on occurrence and performance of grasses with Chi-square tests and Generalized Additive Mixed Models, and described and compared the phenology of grasses with circular analysis and Pianka’s niche overlap coefficient. In addition to water and disturbance regime, local variation in soil availability and canopy cover were important in Hawaii and in the cerrado, respectively. In both sites exotic grasses were either species that perform very well in a small range of conditions (Urochloa decumbens in the cerrado, and Schyzachyrium condensatum and Hypaerrhaenia rufa in Hawaii), or more generalist species tolerant to intermediate stress (Melinis minutiflora and Melinis repens). Phenological plasticity in U. decumbens and in lesser extent M. minutiflora may contribute with their success in the cerrado, especially because native grasses had high phenological overlap with each other and 1 with two African grasses, and were weakly responsive to environmental variation. While lower rainfall and elevation and newer soils in Hawai’i limited the occurrence of M. minutiflora, they favored M. repens and a native grass. One stress tolerant exotic grass (Andropogon virginicus) was favored in wetter and undisturbed sites with young soils. In contrast, the grasses from cerrado were highly tolerant (Andropogon bicornis), intolerant (T. leiostachya) or generalist species (Loudetipsis chrisothrix) across the gradient of soil waterlogging, but in general were less affected by higher canopy cover than African grasses. Fire could indirectly favor African grasses in both ecosystems, either by increasing N soil content or decreasing canopy cover. Our findings highlight the superior performance of African grasses in mesic condition, but suggest that plastic species as M. minutiflora could succeed at intermediate levels of abiotic stress, especially in Hawai’i. Further studies should address physiological mechanisms of African versus native grasses under stress, and compare ecological and genetic attributes of African grasses in introduced sites and in the native range. Climatic change may favor or constrain different African grasses depending on the region, but the current scenarios of increasing global mean temperatures and spread of arid zones should favor these species. Local predictive models could help to prevent further spread of these species, altogether with fire avoidance and suppression of early invasions.
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spelling Xavier, Rafael de OliveiraMatos, Dalva Maria da Silvahttp://lattes.cnpq.br/4728734263109138http://lattes.cnpq.br/04316453834417032016-10-04T17:59:27Z2016-10-04T17:59:27Z2015-02-26XAVIER, Rafael de Oliveira. Determinant factors to the dominance of African grasses in two tropical seasonally dry ecosystems. 2015. Tese (Doutorado em Ecologia e Recursos Naturais) – Universidade Federal de São Carlos, São Carlos, 2015. Disponível em: https://repositorio.ufscar.br/handle/ufscar/7628.https://repositorio.ufscar.br/handle/ufscar/7628While grasses have a large ecological and economical relevance all over the world, they also may be aggressive invaders. Many African grasses are invaders in other Neotropical seasonally dry ecosystems. Positive response to disturbance and superior competitive ability had been associated with this success, but other species attributes and community features are expected to be important. Here we compare the effect of abiotic stress in the dominance of exotic over native grasses between a reserve of cerrado in the Southeast Brazil and in seasonally dry and early sucessional sites in the Hawai’i Island. Because of the low richness of native grasses in Hawai’i, mostly caused by geographical isolation and short evolutionary history, stressful sites should be more susceptible to invasion there than in the cerrado. We sampled the abundance and performance of these species in multiple sites in both ecosystems, where we also measured major abiotic variables that could cause plant stress. Moreover, we followed the reproductive phenology of species in the cerrado for two years. We estimated the effect of environmental heterogeneity on occurrence and performance of grasses with Chi-square tests and Generalized Additive Mixed Models, and described and compared the phenology of grasses with circular analysis and Pianka’s niche overlap coefficient. In addition to water and disturbance regime, local variation in soil availability and canopy cover were important in Hawaii and in the cerrado, respectively. In both sites exotic grasses were either species that perform very well in a small range of conditions (Urochloa decumbens in the cerrado, and Schyzachyrium condensatum and Hypaerrhaenia rufa in Hawaii), or more generalist species tolerant to intermediate stress (Melinis minutiflora and Melinis repens). Phenological plasticity in U. decumbens and in lesser extent M. minutiflora may contribute with their success in the cerrado, especially because native grasses had high phenological overlap with each other and 1 with two African grasses, and were weakly responsive to environmental variation. While lower rainfall and elevation and newer soils in Hawai’i limited the occurrence of M. minutiflora, they favored M. repens and a native grass. One stress tolerant exotic grass (Andropogon virginicus) was favored in wetter and undisturbed sites with young soils. In contrast, the grasses from cerrado were highly tolerant (Andropogon bicornis), intolerant (T. leiostachya) or generalist species (Loudetipsis chrisothrix) across the gradient of soil waterlogging, but in general were less affected by higher canopy cover than African grasses. Fire could indirectly favor African grasses in both ecosystems, either by increasing N soil content or decreasing canopy cover. Our findings highlight the superior performance of African grasses in mesic condition, but suggest that plastic species as M. minutiflora could succeed at intermediate levels of abiotic stress, especially in Hawai’i. Further studies should address physiological mechanisms of African versus native grasses under stress, and compare ecological and genetic attributes of African grasses in introduced sites and in the native range. Climatic change may favor or constrain different African grasses depending on the region, but the current scenarios of increasing global mean temperatures and spread of arid zones should favor these species. Local predictive models could help to prevent further spread of these species, altogether with fire avoidance and suppression of early invasions.Apesar da grande importância ecológica e econômica das gramíneas em todo o mundo, muitas espécies são invasores agressivos. Gramíneas africanas causam impactos intensos em outros ecossistemas sazonais neotropicais, principalmente por terem grande habilidade competitiva. Nesse estudo comparamos a influência do estresse abiótico no sucesso dessas espécies em relação a gramíneas nativas em uma reserva de cerrado no sudeste do Brasil e em áreas em sucessão primária na ilha do Hawaii. Amostramos a abundância e desempenho das gramíneas nativas e exóticas mais comuns nesses dois ambientes, bem como as variáveis abióticas que poderiam causar estresse nessas espécies. No cerrado também acompanhamos a fenologia dessas espécies por dois anos. Estimamos o efeito da heterogeneidade ambiental por meio de teste de Chi-quadrado e modelos generalizados aditivos mistos, e descrevemos e comparamos os dados fenológicos com estatística circular e o coeficiente de sobreposição de nicho de Pianka. Além do regime hídrico e histórico de perturbações, a variação local em profundidade do solo e cobertura do dossel foi importante respectivamente no Havaí e no cerrado. Nos dois ambientes as gramíneas exóticas foram espécies competitivas em um espectro menor de condições (Urochloa decumbens no cerrado, e Schyzachyrium condensatum e Hypaerrhaenia rufa no Havaí), ou espécies generalistas tolerantes a estresse intermediário (Melinis minutiflora e Melinis repens). No cerrado, enquanto a fenologia aparentemente é importante para o sucesso de M. minutiflora, e principalmente U. decumbens, ela pode limitar a presença de M. repens. No Havaí, a única gramínea nativa encontrada se restringiu a áreas com intenso déficit hídrico, que também favoreceu M. repens e restringiu M. minutiflora, enquanto gramíneas exóticas tolerantes ao estresse (Andropogon virginicus) poderiam ser favorecidas em áreas mais úmidas, não perturbadas e com solos mais recentes. Por outro lado, no cerrado as gramíneas 3 nativas foram altamente tolerantes ao estresse (Andropogon bicornis), intolerantes (T. leiostachya) ou generalistas (Loudetipsis chrisothrix) ao longo do gradiente de encharcamento do solo, mas foram menos afetas pelo dossel mais fechado em relação a gramíneas africanas. Entretanto, a fenologia foi muito similar entre essas espécies, e respondeu fracamente à variação ambiental. O fogo pode favorecer indiretamente as gramíneas Africanas nos dois ecossistemas, seja por meio do aumento do teor de N no solo ou pela diminuição da cobertura do dossel. Nossos resultados reiteram o desempenho superior de gramíneas africanas em condições abióticas amenas, e também sugerem que espécies plásticas como M. minutiflora podem ser bem sucedidas mesmo em estresse intermediário, especialmente no Havaí. Estudos futuros deveriam comparar mecanismos fisiológicos e outros atributos ecológicos e genéticos de gramíneas africanas em áreas introduzidas e no habitat original. Mudanças climáticas podem favorecer ou restringir diferentes gramíneas africanas dependendo da região, mas os cenários de aumento das temperaturas médias e surgimento de mais zonas áridas devem favorecer a expansão dessas espécies. Modelos preditivos locais, aliados à prevenção de incêndios e supressão de invasões iniciais, podem a ajudar a prevenir ou limitar essa expansão no futuro.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)engUniversidade Federal de São CarlosCâmpus São CarlosPrograma de Pós-Graduação em Ecologia e Recursos Naturais - PPGERNUFSCarPlasticidadeHeterogeneidade ambientalFenologiaEspécies invasorasEstressePlasticityEnvironmental heterogeneityPhenologyStressMelinis minutifloraUrochloa decumbensCIENCIAS BIOLOGICAS::ECOLOGIADeterminant factors to the dominance of African grasses in two tropical seasonally dry ecosystemsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisOnlineinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINALTeseROX.pdfTeseROX.pdfapplication/pdf7952920https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/7628/1/TeseROX.pdfc9bec750659bfd91644c4567e41eb2d5MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81957https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/7628/2/license.txtae0398b6f8b235e40ad82cba6c50031dMD52TEXTTeseROX.pdf.txtTeseROX.pdf.txtExtracted texttext/plain227383https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/7628/3/TeseROX.pdf.txt35994a5e953f10bd3675186770aa2fb8MD53THUMBNAILTeseROX.pdf.jpgTeseROX.pdf.jpgIM Thumbnailimage/jpeg6905https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/7628/4/TeseROX.pdf.jpg065e5227d5d6d0043dabd26116ca219fMD54ufscar/76282019-09-11 02:16:18.361oai:repositorio.ufscar.br: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Repositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestopendoar:43222023-05-25T12:52:33.168281Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.eng.fl_str_mv Determinant factors to the dominance of African grasses in two tropical seasonally dry ecosystems
title Determinant factors to the dominance of African grasses in two tropical seasonally dry ecosystems
spellingShingle Determinant factors to the dominance of African grasses in two tropical seasonally dry ecosystems
Xavier, Rafael de Oliveira
Plasticidade
Heterogeneidade ambiental
Fenologia
Espécies invasoras
Estresse
Plasticity
Environmental heterogeneity
Phenology
Stress
Melinis minutiflora
Urochloa decumbens
CIENCIAS BIOLOGICAS::ECOLOGIA
title_short Determinant factors to the dominance of African grasses in two tropical seasonally dry ecosystems
title_full Determinant factors to the dominance of African grasses in two tropical seasonally dry ecosystems
title_fullStr Determinant factors to the dominance of African grasses in two tropical seasonally dry ecosystems
title_full_unstemmed Determinant factors to the dominance of African grasses in two tropical seasonally dry ecosystems
title_sort Determinant factors to the dominance of African grasses in two tropical seasonally dry ecosystems
author Xavier, Rafael de Oliveira
author_facet Xavier, Rafael de Oliveira
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/0431645383441703
dc.contributor.author.fl_str_mv Xavier, Rafael de Oliveira
dc.contributor.advisor1.fl_str_mv Matos, Dalva Maria da Silva
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/4728734263109138
contributor_str_mv Matos, Dalva Maria da Silva
dc.subject.por.fl_str_mv Plasticidade
Heterogeneidade ambiental
Fenologia
Espécies invasoras
Estresse
topic Plasticidade
Heterogeneidade ambiental
Fenologia
Espécies invasoras
Estresse
Plasticity
Environmental heterogeneity
Phenology
Stress
Melinis minutiflora
Urochloa decumbens
CIENCIAS BIOLOGICAS::ECOLOGIA
dc.subject.eng.fl_str_mv Plasticity
Environmental heterogeneity
Phenology
Stress
Melinis minutiflora
Urochloa decumbens
dc.subject.cnpq.fl_str_mv CIENCIAS BIOLOGICAS::ECOLOGIA
description While grasses have a large ecological and economical relevance all over the world, they also may be aggressive invaders. Many African grasses are invaders in other Neotropical seasonally dry ecosystems. Positive response to disturbance and superior competitive ability had been associated with this success, but other species attributes and community features are expected to be important. Here we compare the effect of abiotic stress in the dominance of exotic over native grasses between a reserve of cerrado in the Southeast Brazil and in seasonally dry and early sucessional sites in the Hawai’i Island. Because of the low richness of native grasses in Hawai’i, mostly caused by geographical isolation and short evolutionary history, stressful sites should be more susceptible to invasion there than in the cerrado. We sampled the abundance and performance of these species in multiple sites in both ecosystems, where we also measured major abiotic variables that could cause plant stress. Moreover, we followed the reproductive phenology of species in the cerrado for two years. We estimated the effect of environmental heterogeneity on occurrence and performance of grasses with Chi-square tests and Generalized Additive Mixed Models, and described and compared the phenology of grasses with circular analysis and Pianka’s niche overlap coefficient. In addition to water and disturbance regime, local variation in soil availability and canopy cover were important in Hawaii and in the cerrado, respectively. In both sites exotic grasses were either species that perform very well in a small range of conditions (Urochloa decumbens in the cerrado, and Schyzachyrium condensatum and Hypaerrhaenia rufa in Hawaii), or more generalist species tolerant to intermediate stress (Melinis minutiflora and Melinis repens). Phenological plasticity in U. decumbens and in lesser extent M. minutiflora may contribute with their success in the cerrado, especially because native grasses had high phenological overlap with each other and 1 with two African grasses, and were weakly responsive to environmental variation. While lower rainfall and elevation and newer soils in Hawai’i limited the occurrence of M. minutiflora, they favored M. repens and a native grass. One stress tolerant exotic grass (Andropogon virginicus) was favored in wetter and undisturbed sites with young soils. In contrast, the grasses from cerrado were highly tolerant (Andropogon bicornis), intolerant (T. leiostachya) or generalist species (Loudetipsis chrisothrix) across the gradient of soil waterlogging, but in general were less affected by higher canopy cover than African grasses. Fire could indirectly favor African grasses in both ecosystems, either by increasing N soil content or decreasing canopy cover. Our findings highlight the superior performance of African grasses in mesic condition, but suggest that plastic species as M. minutiflora could succeed at intermediate levels of abiotic stress, especially in Hawai’i. Further studies should address physiological mechanisms of African versus native grasses under stress, and compare ecological and genetic attributes of African grasses in introduced sites and in the native range. Climatic change may favor or constrain different African grasses depending on the region, but the current scenarios of increasing global mean temperatures and spread of arid zones should favor these species. Local predictive models could help to prevent further spread of these species, altogether with fire avoidance and suppression of early invasions.
publishDate 2015
dc.date.issued.fl_str_mv 2015-02-26
dc.date.accessioned.fl_str_mv 2016-10-04T17:59:27Z
dc.date.available.fl_str_mv 2016-10-04T17:59:27Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv XAVIER, Rafael de Oliveira. Determinant factors to the dominance of African grasses in two tropical seasonally dry ecosystems. 2015. Tese (Doutorado em Ecologia e Recursos Naturais) – Universidade Federal de São Carlos, São Carlos, 2015. Disponível em: https://repositorio.ufscar.br/handle/ufscar/7628.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/ufscar/7628
identifier_str_mv XAVIER, Rafael de Oliveira. Determinant factors to the dominance of African grasses in two tropical seasonally dry ecosystems. 2015. Tese (Doutorado em Ecologia e Recursos Naturais) – Universidade Federal de São Carlos, São Carlos, 2015. Disponível em: https://repositorio.ufscar.br/handle/ufscar/7628.
url https://repositorio.ufscar.br/handle/ufscar/7628
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language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus São Carlos
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Ecologia e Recursos Naturais - PPGERN
dc.publisher.initials.fl_str_mv UFSCar
publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus São Carlos
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instname_str Universidade Federal de São Carlos (UFSCAR)
instacron_str UFSCAR
institution UFSCAR
reponame_str Repositório Institucional da UFSCAR
collection Repositório Institucional da UFSCAR
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