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Principal component and cluster analyses to evaluate production and milk quality traits Rev. Ciênc. Agron.
Abreu,Bueno da Silva; Barbosa,Severino Benone Paes; Silva,Elizabete Cristina da; Santoro,Kleber Régis; Batista,Ângela Maria Vieira; Martinez,Rafael Leonardo Vargas.
ABSTRACT Using multivariate analyses, this study attempted to identify important traits explaining the relationship between milk production and quality produced by Holstein cows. Monthly milk records from three commercial dairy farms located in the Agreste region of Pernambuco, Brazil, collected in the period from 2007 to 2017, were used. A total of 5,872 observations regarding milk production, milk components and somatic cell score (SCS) were analyzed using principal component analysis (PCA) and cluster analysis. According to the former analysis, the first three principal components explained 79.69% of the total variation. Total solids content contributed 29.66% of the variation in the first principal component, while lactose content contributed 49.43% of...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Multivariate analysis; Dairy cattle; Milk composition.
Ano: 2020 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1806-66902020000300417
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Chemometric identification and nutritional evaluation of three species of Lutjanidae (Perciformes) from the Amazonian Atlantic Coast based on fatty acid profiles Acta Amazonica
ALMEIDA,Edilene Santos de; SILVA,Evaldo Martins da.
ABSTRACT The fatty acid (FA) profiles of fish species with a similar genetic or geographic origin are important quality parameters that attract bioecological interest because they are influenced by the nutritional habits of the species. The aim of this study was to determine the proximate compositions and FA profiles of heart, brain and muscle tissues from three fish species (Lutjanus purpureus, Lutjanus synagris and Ocyurus chrysurus) captured from the Amazonian Atlantic Coast. In addition to performing nutritional analysis of the FA profiles, principal components analysis (PCA) was performed as a chemometric tool to discriminate among the species. Lutjanus synagris had the highest protein content (18.23%), while O. chrysurus possessed the highest lipid...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Multivariate analysis; Gas chromatography; Lutjanus purpureus; Lutjanus synagris; Ocyurus chrysurus.
Ano: 2016 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0044-59672016000400401
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O teor de cálcio na casca é indicativo da suscetibilidade ao "bitter pit" em maçãs 'fuji' Rev. Bras. Frutic.
Amarante,Cassandro Vidal Talamini do; Ernani,Paulo Roberto; Steffens,Cristiano André; Argenta,Luiz Carlos.
Este trabalho objetivou identificar os atributos minerais na casca e na polpa, relacionados à severidade de "bitter pit" em maçãs 'Fuji'. Os frutos foram colhidos em pomar comercial do município de Lages-SC, e armazenados durante quatro meses em câmara fria convencional (0±0,4°C e 90-95% de umidade relativa). Posteriormente, foram separadas em quatro lotes, de acordo com a severidade de "bitter pit": nula (0 lesão/fruto), baixa (1-2 lesões/fruto), moderada (3-4 lesões/fruto) e alta (5-16 lesões/fruto), com 15 frutos (repetições) em cada nível de severidade. Os frutos de cada lote foram analisados individualmente quanto aos teores de Ca, Mg, K e N, na casca e na polpa. Na análise univariada dos teores minerais da polpa, observou-se aumento nos níveis de K e...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Malus domestica; Fruit quality; Mineral nutrition; Physiological disorder; Multivariate analysis.
Ano: 2011 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-29452011000100023
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Assessing the diversity of bacterial communities associated with plants BJM
Andreote,Fernando Dini; Azevedo,João Lúcio; Araújo,Welington Luiz.
Plant-bacteria interactions result from reciprocal recognition between both species. These interactions are responsible for essential biological processes in plant development and health status. Here, we present a review of the methodologies applied to investigate shifts in bacterial communities associated with plants. A description of techniques is made from initial isolations to culture-independent approaches focusing on quantitative Polymerase Chain Reaction in real time (qPCR), Denaturing Gradient Gel Electrophoresis (DGGE), clone library construction and analysis, the application of multivariate analyses to microbial ecology data and the upcoming high throughput methodologies such as microarrays and pyrosequencing. This review supplies information...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Plant-bacteria interactions; Molecular techniques; Multivariate analysis; Endophytes; Rhizosphere.
Ano: 2009 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1517-83822009000300001
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Taxonomic relevance of leaf anatomy in Banisteriopsis C.B. Rob. (Malpighiaceae) Acta Botanica
Araújo,Josiane Silva; Almeida,Rafael Felipe de; Meira,Renata Maria Strozi Alves.
ABSTRACT We describe the leaf anatomy of 42 of the 60 species of the genus Banisteriopsis, one of the largest and most diverse genera of Malpighiaceae in the Cerrado domain. Our aim was to identify anatomical leaf characters useful for the taxonomy and systematics of this morphological diverse genus. Expanded leaves from herbarium specimens were rehydrated and processed according to usual anatomical methods for analysis under light microscopy. All characters were compared using the Unweighted Pair Group Method with Arithmetic Mean algorithm and expressed in dendrograms. The most useful leaf anatomical characters were petiole contour, presence/absence of vascular bundles in the petiole, the position of the vascular bundles in the petiole, shape of the...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Leaf glands; Malpighiales; Multivariate analysis; Plant anatomy; Stigmaphylloid clade.
Ano: 2020 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0102-33062020000100214
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Optimización de una red de estaciones marinas para monitoreo en una bahía de bolsa OceanDocs
Arencibia, G.; Capetillo, N.; Castro, M.; Ortega, A..
Las redes de estaciones de monitoreo o muestreos empleadas en estudios ambientales dentro de amplios ecosistemas marinos, como extensas bahías de bolsa, ocasionan enormes gastos económicos y de tiempo en las campañas de muestreo, además de imprecisiones estadísticas que no las hacen representativas. En este trabajo se emplean una serie de criterios que dan basamento para la recomendación de una nueva red de estaciones a partir de estudios previos de metales pesados, hidrocarburos, pesticidas y del bentos, los cuales permiten elaborar una red de monitoreo óptima. Se tuvieron en cuenta criterios diferentes y pruebas estadísticas de análisis multivariado. La red propuesta para estudios de indicadores biológicos del bentos y contaminantes en sedimentos queda...
Tipo: Journal Contribution Palavras-chave: Multivariate analysis; Sediments; Benthos; Heavy metals; Hydrocarbon analysis; Pesticides.
Ano: 2011 URL: http://hdl.handle.net/1834/4649
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Predição de características bromatológicas em Arachis pintoi Krap & Greg. via espectroscopia de reflectância do infravermelho próximo. Infoteca-e
ATHAYDE, N. B.; MEDEIROS, E. P. de; FONSECA, C. E. L. da; ASSIS, G. M. L. de.
Objetivou-se verificar a efetividade da espectroscopia no infravermelho próximo e calibração multivariada para a predição de características bromatológicas do amendoim forrageiro (Arachis pintoi Krap & Greg.). Amostras de diferentes origens genéticas, anos e épocas de colheita foram usadas para leituras espectrais e análises de referência. Para o desenvolvimento das regressões por quadrados mínimos parciais (PLS) utilizaram-se 206 amostras como conjunto de calibração e 103 como conjunto de validação externa. Como os ajustes das calibrações iniciais foram de moderados a baixos, uma nova etapa foi feita com 462 amostras para calibração e 231 para validação externa. Outras 231 amostras foram utilizadas para uma segunda validação dos modelos. As...
Tipo: Boletim de Pesquisa e Desenvolvimento (INFOTECA-E) Palavras-chave: Amendoim forrageiro; Forage peanut; Cacahuetes forrajeros; Leguminosas forrajeras; Fitomejoramiento; Espectroscopia de reflectância no infravermelho próximo (NIRS); Espectroscopía del infrarrojo cercano; PLS; Manejo de pasto; Análise multivariada; Análisis de multivarianza; Características bromatológicas; Bromatological traits; Leguminosa Forrageira; Pastagem; Manejo; Recuperação do Solo; Melhoramento Genético Vegetal; Método Estatístico; Forage legumes; Arachis pintoi; Plant breeding; Pasture management; Multivariate analysis; Near-infrared spectroscopy.
Ano: 2020 URL: http://www.infoteca.cnptia.embrapa.br/infoteca/handle/doc/1126405
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Genetic divergence among accessions of Arachis repens based on vegetative morphological traits R. Bras. Zootec.
Azevedo,José Marlo Araújo de; Silva,Hellen Sandra Freires da; Assis,Giselle Mariano Lessa de; Santos,Laís Fernanda Andrade dos; Wolter,Priscila Ferreira.
The objective of this study was to verify the existence of genetic variability among accessions of Arachis repens based on vegetative morphological characters, identifying those which contribute least for distinction of those accessions. Nineteen accessions were evaluated in a completely randomized design with ten replicates, established in 4-m² plots. The traits evaluated were: basal leaflet length, basal leaflet width, apical leaflet length, apical leaflet width, petiole length, internode average length and internode diameter. The data obtained were submitted to univariate statistical analysis and accessions were grouped by the Scott-Knott test, at 1% of probability. The analysis of canonical variables and Tocher method were used to study the genetic...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Forage Peanut; Genetic improvement; Multivariate analysis.
Ano: 2011 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-35982011001000001
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Spatial and temporal organization of aquatic insects assemblages in the longitudinal gradient of a tropical river BJB
BAPTISTA,D. F.; DORVILLÉ,L. F. M.; BUSS,D. F.; NESSIAMIAN,J. L..
The distribution and abundance of aquatic insects were studied in the longitudinal gradient of the watershed of Macaé River, a coastal Atlantic Forest river in South-eastern Brazil. Sampling stations were selected in the first, second, fourth, fifth, and sixth orders and sampled in April, July, and October 1995. This represented the end of the rainy season, the dry season, and the beginning of another rainy season, respectively. In each month four samples were collected using a Surber sampler from each of the following substrates: sand, litter deposited in pool areas, litter in riffle areas, and stones. A total of 46,431 specimens of aquatic insects belonging to ten orders were obtained. The data were analyzed by the multivariate methodologies of...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Aquatic insect; Longitudinal gradient; Tropical river; Multivariate analysis.
Ano: 2001 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0034-71082001000200012
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The birds at Ilha Comprida beach (São Paulo State, Brazil): a multivariate approach Biota Neotropica
Barbieri,Edison; Paes,Eduardo Tavares.
Birds were censused weekly from January 1999 to January 2001 along Ilha Comprida beach, a barrier island off São Paulo, southeastern Brazil. To evaluate the similarity in the bird's species composition among the weekly surveys, species counts data were arranged on a data matrix with 144 weekly surveys, analyzed following a multivariate analysis protocol. We counted a total of 205,399 individuals and 52 species. Migratory birds were an important component of the avifauna (maximum N = 21,294 individuals and 14 species). The largest numbers of birds were observed during summer, when Nearctic migrants arrive. All 14 of the most common species were migrants, including Calidris alba, Sterna maxima, Charadrius semipalmatus, Sterna hirundo, Thalasseus maximus,...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Seabirds; Ecology; Ilha Comprida; Migration; Shorebirds; Sandy beaches; Multivariate analysis.
Ano: 2008 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1676-06032008000300003
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Identification of informative performance traits in swine using principal component analysis Arq. Bras. Med. Vet. Zootec.
Barbosa,L.; Lopes,P.S.; Regazzi,A.J.; Guimarães,S.E.F.; Torres,R.A..
Using principal component analysis, records of 435 animals from an F2 swine population were used to identity independent and informative variables of economically important performance. The following performance traits were recorded: litter size at birth (BL), litter size at weaning (WL), teat number (TN), birth weight (BW), weight at 21 (W21), 42 (W42), 63 (W63) and 77 (W77) days of age, average daily gain (ADG), feed intake (FI) and feed:gain ratio (FGR) from 77 to 105 days of age. Six principal components expressed variation lower than 0.7 (eigen values lower than 0.7) suggesting that six variables could be discarded with little information loss. The discarded variables present significant simple linear correlation with the retained variables. Retaining...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Swine; Multivariate analysis; Correlation; Discard; Growth; Litter size; Performance.
Ano: 2005 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0102-09352005000600016
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Association between parent materials and soil attributes along different geological environments in western Pará, Brazil Acta Amazonica
BARROS,Gerson Moreira; SANTOS,Jean Cheyson Barros dos; SOUZA JÚNIOR,Valdomiro Severino de; DELARMELINDA,Elaine Almeida; ARAÚJO FILHO,José Coelho de; CÂMARA,Elis Regina Guimarães.
ABSTRACT The expansion of the agricultural frontier into different geological environments in the west of the state of Pará, northern Brazil, makes it necessary to know the influence of the parent material on local soil attributes. This study aimed to evaluate the influence of different parent materials on five soil profiles along a lithosequence exposed by the BR-163 highway, which runs from north to south through western Pará. The soils were classified, morphologically described and their main horizons sampled for physical, mineralogical and chemical analyses, including the determination of micronutrients, forms of phosphorus and secondary forms of iron. Multivariate analysis was used to group the different soil-parent material associations. The results...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Soil mineralogy; Physical attributes; Chemical attributes; Multivariate analysis.
Ano: 2018 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0044-59672018000300261
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Agricultura de precisão em fruticultura. Infoteca-e
BASSOI, L. H.; MIELE, A.; REISSER JUNIOR, C.; GEBLER, L.; FLORES, C. A.; FILIPPINI ALBA, J. M.; GREGO, C. R.; TERRA, V. S. S.; TIMM, L. C.; NASCIMENTO, P. dos S..
Os sistemas de produção atualmente existentes na fruticultura brasileira caracterizam-se pela execução de diversas práticas agrícolas durante o ciclo da cultura, tendo como preocupação a quantidade e a qualidade da produção, e a rentabilidade da atividade agrícola. Nesse contexto, cria-se uma oportunidade para a aplicação de agricultura de precisão, como forma de auxiliar a gestão do sistema de produção e a tomada de decisão pelo produtor. Nesse capítulo, são apresentados quatro estudos de caso em que a realização de procedimentos e o uso de ferramentas, característicos de agricultura de precisão, permitem aos produtores e técnicos a compreensão da variabilidade de atributos do solo e da planta e de suas relações, bem como o estabelecimento de zonas...
Tipo: Capítulo em livro técnico (INFOTECA-E) Palavras-chave: Geoestatística; Análise multivariada; Agricultura de precisao; Fruticultura; Viticultura; Estatística agrícola; Método estatístico; Maçã; Pêssego; Uva; Precision agriculture; Fruit growing; Viticulture; Geostatistics; Agricultural statistics; Multivariate analysis.
Ano: 2014 URL: http://www.infoteca.cnptia.embrapa.br/infoteca/handle/doc/1008274
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Univariate and multivariate nonlinear models in productive traits of the sunn hemp Rev. Ciênc. Agron.
Bem,Cláudia Marques de; Cargnelutti Filho,Alberto; Carini,Fernanda; Pezzini,Rafael Vieira.
ABSTRACT Multivariate analysis helps to understand the relationships between dependent variables; this methodology has great potential in several areas of knowledge. The aim of this study was to adjust and compare the univariate and multivariate Gompertz and Logistic nonlinear models to describe the productive traits of sunn hemp (Crotalaria juncea L.). Two uniformity trials were performed, and the following productive traits were analyzed in 376 sunn hemp plants along 94 days of observations (four plants per day): the fresh mass of leaves (FML), the fresh mass of stem (FMS), and the fresh mass of the aerial parts (FMAP). The Gompertz and Logistic univariate models were adjusted for each productive trait. To adjust the multivariate models, the errors...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Crotalaria juncea L.; Multivariate analysis; Fresh mass; Growth modeling.
Ano: 2020 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1806-66902020000100418
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Environmental controlling factors of copepod communities in the Gulf of Tunis (south western Mediterranean Sea) ArchiMer
Ben Lamine, Yosra; Pringault, Olivier; Aissi, Mehdi; Ensibi, Cherif; Mahmoudi, Ezzeddine; Kefi, Ons Daly Yahia; Yahia, Mohamed Nejib Daly.
The copepod community structure and the distribution of the main groups of zooplankton were studied along an inshore-offshore gradient in the Gulf of Tunis during the rainy and dry seasons of 2007-2008. Hydrological parameters were also measured to assess the potential role of abiotic and biotic factors in the distribution of copepod species. The copepod community in the Gulf of Tunis comprises 86 species dominated by Paracalanus parvus, Clausocalanus lividus, Centropages kroyeri and Acartia clausi. Time had a greater influence than space (horizontal and vertical gradients) in shaping the copepod community structure with a significant influence of the seasons; winter (cold and rainy) resulted in hydrological conditions that were strongly different from...
Tipo: Text Palavras-chave: Copepod diversity; Multivariate analysis; Temperature; Salinity; Top-down control; Competition.
Ano: 2015 URL: https://archimer.ifremer.fr/doc/00275/38670/73416.pdf
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Classification of estuarine particles using automated electron microprobe analysis and multivariate techniques OMA
Bernard, P.C.; Van Grieken, R.E..
The suspended particulate matter from a series of stations in an estuary is automatically analyzed for 11 elements on a particle-by-particle basis by using electron microprobe X-ray microanalysis and an automatic image analysis system. The interpretation of the large acquired data set implies numerical multivariate analysis. The developed procedure consists of using cluster analysis on the particles of individual samples, followed by nearest centroid sorting over all samples from the study area. For the Ems estuary, the procedure provided 13 geochemically different particle types of which the relative abundance through the estuary could be followed and interpreted in terms of estuarine mixing processes. The presented methodology could be applied in other...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Estuarine chemistry; Multivariate analysis; Suspended particulate matter.
Ano: 1986 URL: http://www.vliz.be/nl/open-marien-archief?module=ref&refid=3219
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Status taxonômico e distribucional do complexo Eumops bonariensis (Chiroptera: Molossidae) no sul do Brasil Rev. Bras. Zool.
Bernardi,Itiberê P.; Miranda,João M. D.; Passos,Fernando C..
The taxonomic status and the geographical distribution of the specimens from southern Brazil previously identified as members of the Eumops bonariensis (Peters, 1874) species complex are here reviewed based on specimens deposited in collections of the states of Paraná and Rio Grande do Sul. The results of an investigation of diagnostic morphological characters and a multivariate morphometrics analysis suggest the recognition of two forms, E. bonariensis and E. patagonicus Thomas, 1924, thus altering considerably the distributional scenario of these forms in southern Brazil.
Tipo: Info:eu-repo/semantics/article Palavras-chave: Distribution; Morphology; Morphometrics; Multivariate analysis.
Ano: 2009 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1984-46702009000100025
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Análise multivariada e índice de seleção na identificação de genótipos superiores de feijão-caupi - doi: 10.4025/actasciagron.v32i4.4631 Agronomy
Bertini, Cândida Hermínia Campos de Magalhães; Universidade Federal do Ceará; Almeida, Wener Santos de; Universidade Federal do Ceará; Silva, Ana Paula Moura da; Unviversidade Federal do Ceará; Silva, José Wêndney Lima e; UFC; Teófilo, Elizita Maria; Universidade Federal do Ceará.
Objetivou-se com esse trabalho avaliar a divergência genética de genótipos de feijão-caupi por meio de técnicas multivariadas e identificar aqueles que apresentam a melhor combinação para diferentes características por meio de índice de seleção. O experimento foi desenvolvido na Universidade Federal do Ceará, no período de fevereiro a junho de 2008, utilizando-se 47 genótipos de feijão-caupi de várias procedências. O experimento foi constituído de parcelas de uma fileira contendo oito plantas, sem repetição. Os caracteres avaliados foram o porte da planta; a posição da vagem na copa da planta; o número de vagens por planta; o comprimento das vagens; o número de sementes por vagem; o peso de 100 sementes e a produção; o número de dias para a floração e o...
Tipo: Pesquisa Empírica de Campo Palavras-chave: Agronomia; Fitotecnia; Melhoramento vegetal Vigna unguiculata L.; Análise multivariada; Feijão-de-corda; Genitores; Índice de seleção Melhoramento vegetal Vigna unguiculata L.; Multivariate analysis; Cowpea; Parents; Selection index.
Ano: 2010 URL: http://periodicos.uem.br/ojs/index.php/ActaSciAgron/article/view/4631
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Clustering of ingredients with amino acid composition similar to the nutritional requirement of Nile tilapia Scientia Agricola
Bicudo,Álvaro José de Almeida; Pinto,Luis Fernando Batista; Cyrino,José Eurico Possebon.
The search for balanced diets, which may elicit improved growth of fish, requires appropriate selection of available protein sources. This study aims at clustering feedstuffs according to amino acid profile, determining which ones show essential amino acids (EAA) profiles closer to the ideal dietary amino acids requirements of Nile tilapia (Oreochromis niloticus), and studying the relationship among amino acids feedstuffs groups. Tabled data on EAA more cystine and tyrosine, in relation to lysine contents, of 40 feedstuffs ordinarily used to formulate fish diets were studied. Feedstuffs were grouped according to amino acids profile by cluster analysis of Euclidean distances. The principal components analysis was used to determine the relationship among...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Feedstuff; Fish; Multivariate analysis; Nutrition; Protein.
Ano: 2010 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162010000500004
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Bionomie benthique subtidale en Baie de Douarnenez ArchiMer
Blanchet, Aline; Chevalier, Claire; Gaffet, Jean-dominique; Hamon, Dominique.
Following a preliminary mapping survey using a combination of acoustic techniques, spatial patterns of sedimentologic and biological characteristics of the Bay of Douarnenez were studied in 2001 from a series of grab samples and underwater video recording aiming at calibrate the acoustic facies of the bottom and at characterized them from a biological point of view. Results obtained from community structure analysis showed that four principal ecological groups dominate : The coarse sands community with Branchiostoma lanceolatum, Glycymeris glycymeris and Glycera lapidum, the fine to medium sand community with Nephtys cirrosa, Ophelia borealis and Gastrosaccus spinifer, the mixed muddy sand and gravel community with Amphiura filiformis, Edwardsia sp. and...
Tipo: Text Palavras-chave: Cartographie; Peuplements; Baie de Douamenez; Zoo-benthos; Analyses multivariées; Vidéo; Échinodermes.; Cartography; Comrnunities; Bay of Douamenez; Zoo-benthos; Multivariate analysis; Video; Echinodermata.
Ano: 2004 URL: http://archimer.ifremer.fr/doc/00431/54254/56103.pdf
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