The study aimed to determine the minimum sample size needed for studies of benthic intertidal communities and dominant species at different heights on a rocky shore in Rio de Janeiro, Brazil. Sample size requirements varied depending on the height and criteria used. For community studies, minimum quadrat sizes ranged from 100-800 cm2, number of profiles from 2-8, and number of sampling points from 20-80 depending on the height. For dominant species, minimum quadrat sizes ranged from 100-800 cm2 depending on the species and height. Different sample sizes were required due to variations in species abundances and spatial distributions with height related to environmental stress.
This document discusses representativeness in genebanks and methods to assess it. It is difficult to fully evaluate representativeness due to the large number of unsampled populations and costs of extensive characterization. Ecogeography, which studies adaptive scenarios based on biotic and abiotic factors, can help map diversity and identify core collections. The Focused Identification of Germplasm Strategy uses ecogeographical data to predict traits and select a reduced number of accessions for breeders to evaluate, helping address utilization challenges with large genebank collections. Ecogeographical analyses and FIGS can boost utilization of plant genetic resources.
Foraminiferal Approach to Palaeoenvironmental Interpretations: Case Study of ...Premier Publishers
Palaeoenvironmental analysis was carried out on eighty (80) ditch cutting samples of the Late Eocene-Early Oligocene sediments from two wells (well C consist of 13 samples collected at 30metres interval from depth range of 2410 -2770m while well F consists of 67 samples collected at 20metres from depth range of 2000-3320m) in the Northern Depobelt of the Tertiary Niger Delta. This study was carried out using standard micropalaeontological sample procedures and analysis as well as interpretation of the foraminiferal biofacies assemblages taking into consideration the qualitative and quantitative approaches. The qualitative method involved comparison of the recovered foraminifera with extant forms while the quantitative method involved the use of tau index, palaeowater depth (Pwd), percent of calcerous to arenaceous benthic foraminifera ratios (%FOBC: %FOBA), Fisher diversity and foraminifera/ ostracoda ratio. The palaeoenvironmental analysis indicates that the sediments were deposited in a non-marine to outer neritic environmental setting with salinity conditions fluctuating between normal marine and slightly hypersaline.
Second draft of Favorite Work: kingsley cave resource intensityUri Grunder
This document summarizes a study exploring changes in food resource selection and processing intensity over time at the Kingsley Cave site in Northern California. The author hypothesizes that indigenous groups confined to smaller territories after Euro-American contact abruptly increased the diversity of exploited faunal resources and the intensity of resource processing. Three methods are used: analyzing taxonomic composition to look for changes in prey selection; classifying bone fragmentation to project processing intensity; and weighing fragmented specimens to compare abundance by level. Trends are expected to show declining taxonomic identification but stable dominant resources through time, as well as increasing bone processing intensity, fragmentation, and weight of remains in newer post-contact levels.
1) The study examined populations of the pear limpet Scutellastra cochlear along the coast of Betty's Bay, South Africa to determine the physical and biological factors influencing their distribution.
2) The results showed higher densities of S. cochlear in areas with greater wave exposure. Limpet size also varied between sites, influenced by external factors like wave action.
3) Analysis found the distributions of S. cochlear were uniformly spaced at each site, supporting the hypothesis that they exhibit territorial behavior. Individuals also did not migrate from their home territories over the study period.
1. The study examined the density and size of two bivalve species, Macomona liliana and Austrovenus stutchburyi, across tidal elevations at two sites near Tauranga Harbour, New Zealand - an exposed sandy site and a sheltered muddy site.
2. The results showed that bivalve density was generally higher at mid tide and lower tidal elevations, and lower at high tide. A. stutchburyi density was significantly higher at the exposed site while M. liliana density did not differ significantly between sites. A. stutchburyi size was also significantly larger at the exposed site.
3. Statistical analysis found significant differences in bivalve
Habitat models: Predicting Sebastes presence in the Del Monte ShalebedsLisa Jensen
The structure and composition of habitat play key roles in determining the spatial patterns of biota within marine landscapes. Understanding species habitat associations provides the information necessary to predict the diversity and abundance of species thus enabling greater control over species management and sustainability. Landscape ecology is commonly used in the terrestrial environment to understand the relationship between spatial patterns and ecological processes. While some landscape ecology metrics lend themselves to marine spatial studies more recent studies offer new ways of understanding the spatial relationships between species and the marine environment utilizing remote sensing and marine focused spatial pattern measures.
Advances in remote sensing and spatial pattern recognition make it possible to assess habitat value within rocky reefs and create predictive models of fish association. Understanding habitat associations and having the ability to predict fish aggregations is a valuable tool for resource managers and marine spatial planning during development or redesign of marine protected areas. The oceans around the world are suffering a variety of abuses which may be lending to the decline in abundance of many economically valuable fish species. Improved resource management is necessary to ensure sustainability of the world’s fisheries.
Multiple predictors are often used in development of predictive models for groundfish including complexity (VRM), relative topographic position (TPI), depth, distance to maximum VRM, and slope. Habitat complexity offers shelter from predation, a place for larval settlement, and is believed to be a predictor of species diversity.
This study investigated use of habitat characteristics as predictors of species presence or absence at rocky reefs off the coast of Monterey, California over the Del Monte Shalebeds. Using bathymetric and fish aggregation data collected by the Seafloor Mapping Lab (SFML) at California State University, Monterey Bay (CSUMB) a probability model for groundfish aggregations in the shalebeds.
The document provides definitions and concepts for key terms in population ecology and community ecology. It includes definitions for topics like population structure, growth models, survivorship curves, competition, species interactions, succession, biogeochemical cycles, and conservation. The study guide also provides potential essay prompts that cover various topics in more depth, such as growth models, survivorship curves, species interactions, succession, biogeochemical cycles, food webs, and warning displays.
This study analyzed spatial and temporal variation in plant community composition and species cover following dune restoration along the Devesa de Albufera in Valencia, Spain from 1988 to 2004. Restoration involved reintroducing native plant populations to different sections of coastline. The current study compared current species composition and cover across the length of the coastline and across dune faces to differences imposed during initial restoration. Non-metric multidimensional scaling detected significant differences both across dune faces, related to ecological gradients, and across coast sections, related to differences in initial restoration protocols, with a trend toward homogenization over time.
This document discusses representativeness in genebanks and methods to assess it. It is difficult to fully evaluate representativeness due to the large number of unsampled populations and costs of extensive characterization. Ecogeography, which studies adaptive scenarios based on biotic and abiotic factors, can help map diversity and identify core collections. The Focused Identification of Germplasm Strategy uses ecogeographical data to predict traits and select a reduced number of accessions for breeders to evaluate, helping address utilization challenges with large genebank collections. Ecogeographical analyses and FIGS can boost utilization of plant genetic resources.
Foraminiferal Approach to Palaeoenvironmental Interpretations: Case Study of ...Premier Publishers
Palaeoenvironmental analysis was carried out on eighty (80) ditch cutting samples of the Late Eocene-Early Oligocene sediments from two wells (well C consist of 13 samples collected at 30metres interval from depth range of 2410 -2770m while well F consists of 67 samples collected at 20metres from depth range of 2000-3320m) in the Northern Depobelt of the Tertiary Niger Delta. This study was carried out using standard micropalaeontological sample procedures and analysis as well as interpretation of the foraminiferal biofacies assemblages taking into consideration the qualitative and quantitative approaches. The qualitative method involved comparison of the recovered foraminifera with extant forms while the quantitative method involved the use of tau index, palaeowater depth (Pwd), percent of calcerous to arenaceous benthic foraminifera ratios (%FOBC: %FOBA), Fisher diversity and foraminifera/ ostracoda ratio. The palaeoenvironmental analysis indicates that the sediments were deposited in a non-marine to outer neritic environmental setting with salinity conditions fluctuating between normal marine and slightly hypersaline.
Second draft of Favorite Work: kingsley cave resource intensityUri Grunder
This document summarizes a study exploring changes in food resource selection and processing intensity over time at the Kingsley Cave site in Northern California. The author hypothesizes that indigenous groups confined to smaller territories after Euro-American contact abruptly increased the diversity of exploited faunal resources and the intensity of resource processing. Three methods are used: analyzing taxonomic composition to look for changes in prey selection; classifying bone fragmentation to project processing intensity; and weighing fragmented specimens to compare abundance by level. Trends are expected to show declining taxonomic identification but stable dominant resources through time, as well as increasing bone processing intensity, fragmentation, and weight of remains in newer post-contact levels.
1) The study examined populations of the pear limpet Scutellastra cochlear along the coast of Betty's Bay, South Africa to determine the physical and biological factors influencing their distribution.
2) The results showed higher densities of S. cochlear in areas with greater wave exposure. Limpet size also varied between sites, influenced by external factors like wave action.
3) Analysis found the distributions of S. cochlear were uniformly spaced at each site, supporting the hypothesis that they exhibit territorial behavior. Individuals also did not migrate from their home territories over the study period.
1. The study examined the density and size of two bivalve species, Macomona liliana and Austrovenus stutchburyi, across tidal elevations at two sites near Tauranga Harbour, New Zealand - an exposed sandy site and a sheltered muddy site.
2. The results showed that bivalve density was generally higher at mid tide and lower tidal elevations, and lower at high tide. A. stutchburyi density was significantly higher at the exposed site while M. liliana density did not differ significantly between sites. A. stutchburyi size was also significantly larger at the exposed site.
3. Statistical analysis found significant differences in bivalve
Habitat models: Predicting Sebastes presence in the Del Monte ShalebedsLisa Jensen
The structure and composition of habitat play key roles in determining the spatial patterns of biota within marine landscapes. Understanding species habitat associations provides the information necessary to predict the diversity and abundance of species thus enabling greater control over species management and sustainability. Landscape ecology is commonly used in the terrestrial environment to understand the relationship between spatial patterns and ecological processes. While some landscape ecology metrics lend themselves to marine spatial studies more recent studies offer new ways of understanding the spatial relationships between species and the marine environment utilizing remote sensing and marine focused spatial pattern measures.
Advances in remote sensing and spatial pattern recognition make it possible to assess habitat value within rocky reefs and create predictive models of fish association. Understanding habitat associations and having the ability to predict fish aggregations is a valuable tool for resource managers and marine spatial planning during development or redesign of marine protected areas. The oceans around the world are suffering a variety of abuses which may be lending to the decline in abundance of many economically valuable fish species. Improved resource management is necessary to ensure sustainability of the world’s fisheries.
Multiple predictors are often used in development of predictive models for groundfish including complexity (VRM), relative topographic position (TPI), depth, distance to maximum VRM, and slope. Habitat complexity offers shelter from predation, a place for larval settlement, and is believed to be a predictor of species diversity.
This study investigated use of habitat characteristics as predictors of species presence or absence at rocky reefs off the coast of Monterey, California over the Del Monte Shalebeds. Using bathymetric and fish aggregation data collected by the Seafloor Mapping Lab (SFML) at California State University, Monterey Bay (CSUMB) a probability model for groundfish aggregations in the shalebeds.
The document provides definitions and concepts for key terms in population ecology and community ecology. It includes definitions for topics like population structure, growth models, survivorship curves, competition, species interactions, succession, biogeochemical cycles, and conservation. The study guide also provides potential essay prompts that cover various topics in more depth, such as growth models, survivorship curves, species interactions, succession, biogeochemical cycles, food webs, and warning displays.
This study analyzed spatial and temporal variation in plant community composition and species cover following dune restoration along the Devesa de Albufera in Valencia, Spain from 1988 to 2004. Restoration involved reintroducing native plant populations to different sections of coastline. The current study compared current species composition and cover across the length of the coastline and across dune faces to differences imposed during initial restoration. Non-metric multidimensional scaling detected significant differences both across dune faces, related to ecological gradients, and across coast sections, related to differences in initial restoration protocols, with a trend toward homogenization over time.
Diversity and abundance of terrestrial mammals in the northern periphery of ...Innspub Net
The Tanoé-Ehy Marsh Forest (TEMF), an unprotected forest that is about to be turn into a voluntary nature reserve is a forest block in south-eastern Côte d’Ivoire known as being of great importance for the conservation of biodiversity. But in the rainy season, that forest is largely over flooded and terrestrial mammals are likely to move to the periphery and make them vulnerable to anthropogenic threats. Our objectives are to determine the diversity, the relative abundance of terrestrial mammals and their spatial distribution in the northern periphery of the TEMF during the rainy season. We collected data by conducting recce surveys after interviews with local people. In total, we obtained 33 species among which ten primates’ species were identified. According to the recce survey, the African Civet (Civettictis civetta) and the Bushbuck (Tragelaphus scriptus) are the most common and abundant species in the study area with 12.7% and 12.0% of relative abundance respectively. In addition, six of the listed species are on the IUCN Red List, including Piliocolobus waldronae, a critically endangered species, Cercocebus lunulatus and Cercopithecus roloway endangered species, Colobus vellerosus, Phataginus tetradactyla and Phataginus tricuspis, three vulnerable species. Thus, the consideration of the periphery for the sustainable management of the TEMF is proving to be an imperative.
1) The document examines variation in stomatal densities in Macroneuropteris scheuchzeri fossil samples from five locations in the Illinois Basin dating to 306-307 million years ago to understand paleoclimate conditions.
2) Data was collected by counting stomata and epidermal cells in boxes of defined areas on leaf peels and fragments from the samples. Average stomatal densities ranged from 7-13 per box across locations.
3) Preliminary results show modest variation in stomatal densities and indices between samples within locations, suggesting relatively stable climate conditions during this period based on the inverse relationship between stomatal features and atmospheric CO2 levels.
An integrated palynological and micropalaeontological investigation of select...NewportCELT
Davies, H.L., Haslett, S.K., Mullins, G.L., O'Gorman, M.P. and Smith, J.S. 1991. An integrated palynological and micropalaeontological investigation of selected cretaceous/tertiary boundary sections from western Europe and north Africa. MSc Thesis: University of Southampton.
This document summarizes an electrical resistivity study conducted around Shika, Kaduna State, Nigeria to map subsurface geology. Vertical electrical sounding was performed at 18 locations using an ABEM terrameter. Resistivity values were interpreted to identify topsoil, weathered basement, fractured basement, and fresh basement layers. Topsoil thickness ranged from 1.06-4.14m with resistivity 60-373 ohm-m. Weathered basement thickness was 1.77-33.04m with resistivity 70-708 ohm-m. Fractured basement extended 12.9-26.3m deep with resistivity 318-834 ohm-m. Fresh basement had resistivity over 1161
The document summarizes a study that used electron backscatter diffraction (EBSD) to measure the development of subgrain misorientation angles with increasing strain in dry synthetic sodium chloride (NaCl) deformed at elevated temperatures. The study found that average subgrain boundary misorientations increased with strain following a power law relationship. The average misorientations were influenced by grain orientation and size, suggesting texture and grain size may also impact the misorientation-strain relationship. The results indicate average subgrain boundary misorientations could provide a method for estimating strain from dislocation creep, though other factors like stress may also influence misorientations.
1) The study sequenced the COI gene of 321 fish specimens from the South China Sea, identifying 122 species and 1 genus. Intraspecific genetic divergence averaged 0.319% while interspecific divergence between congeneric species was 15.742%, around 50 times higher.
2) Hybridization was detected between Pampus argentenus and P. cinereus. Introgression can cause phylogenic paraphyly.
3) Factors like biological mechanisms, water currents, and lack of gene flow may contribute to fluctuations in intraspecific divergence, particularly in minitypical coastal species. DNA barcoding can help discover new species and biodiversity.
This study directly links iridium anomalies to mass extinction events across the Cretaceous-Paleogene boundary in New Jersey. High-resolution iridium analyses of sediment cores from eight localities confirm a previous report of an iridium anomaly 20 cm below the extinction horizon at Tighe Park, Freehold. Iridium anomalies also correlate with extinctions at three other clay-rich sections. These data reaffirm the link between the Chicxulub impact and mass extinction and attribute the iridium anomaly at Freehold to downward movement of iridium.
Molecular and cytogenetic phylogeography of h. malabaricuscmvolcker
Claudio Michael Völcker
Jorge A. Dergam
Molecular and karyotypic phylogeography in the Neotropical Hoplias malabaricus (Erythrinidae) fish in eastern Brazil
What the deep sea tells us about sampling biases in the fossil recordGraeme Lloyd
The document discusses biases in the fossil record by comparing deep sea and land-based records of coccolithophores. It finds that coccolithophore diversity correlates strongly with the amount of rock recovered from each record. Modeling suggests a more uniform diversity regardless of record used. It also finds that the ratio of coccolithophore species to genera changes over time in correlation with sampling effort and number of taxonomists, suggesting these factors influence the pattern observed in the fossil record.
This research paper examines how plant species richness varies along a subtropical elevation gradient in eastern Nepal. The study analyzes species richness data from 1500 to 100 meters above sea level, divided into 15 100-meter elevation bands. Species were counted in standardized plots and assigned to different life forms, including trees, shrubs, climbers, herbs and ferns. Climate variables like potential evapotranspiration and mean annual rainfall were analyzed to explain variations in species richness of different life forms along the elevation gradient. The results found relationships between climate variables and species richness for woody life forms but not for herbaceous life forms. A water-energy dynamics model was found to explain 63-70% of the variation in species richness for
Statistical inference: Probability and DistributionEugene Yan Ziyou
This deck was used in the IDA facilitation of the John Hopkins' Data Science Specialization course for Statistical Inference. It covers the topics in week 1 (probability) and week 2 (distribution).
Statistical inference: Statistical Power, ANOVA, and Post Hoc testsEugene Yan Ziyou
This document provides an overview of statistical power, analysis of variance (ANOVA), and post hoc tests. It defines statistical power and explains how to calculate power and minimum sample size. It then describes ANOVA, comparing it to t-tests. ANOVA partitions variability between and within groups. The document interprets ANOVA tables and explains F distributions. Conditions for ANOVA and post hoc tests like Bonferroni corrections are also covered. Finally, it briefly mentions different types of ANOVA like one-way and factorial.
Power Analysis and Sample Size DeterminationAjay Dhamija
This document discusses power analysis and sample size determination. It explains key concepts like power, effect size, significance level, and how changing these factors impacts the required sample size. Sample size is important to correctly power a study to detect clinically meaningful effects without excessive subjects. The document provides formulas and examples for calculating sample sizes for various study designs including randomized trials, pre-post, and equivalence studies. Researchers must consider these factors before collecting data to ensure their study is appropriately powered.
This digitized 1934 Farmington High School yearbook provides instructions on how to navigate through the book using buttons to go to the next or previous page, or to jump to specific sections like the cover, index, student listings, clubs, stories, jokes, and sponsors. The index previews that the yearbook contents are organized alphabetically by student last name, and by school groups, sports teams, and activities.
This document provides an overview of social marketing strategies for B2B companies. It discusses how social media has become integral to marketing and outlines the key components of an effective social marketing plan, including defining goals, allocating resources, producing quality content, understanding which social platforms are relevant, and incorporating social strategies throughout the buyer journey. The document also provides checklists for getting started with social marketing and developing a social media plan and policy.
This document discusses the future of shipbuilding and the driving forces necessitating changes, including:
1. Hard times in the shipbuilding industry and need to remove obstacles and reevaluate challenges.
2. New customer requirements around the environment, automation, and new markets.
3. Evolving industry trends like distributed work, replacing retiring workers, and increased automation.
4. Broad innovation enabled by technology advances and feedback relationships allowing more mature solutions.
The future of shipbuilding is predicted to involve infinite computing power, generative designs, virtual reality, digital twins, cyber-physical systems, automation, IoT, and 3D printing transforming engineering design, detail design, and manufacturing over the next 15 years.
An earthquake in Ecuador killed at least 272 people and injured over 2,500 others. The earthquake collapsed overpasses and buildings, leaving thousands to sleep outside or in temporary shelters. Rescuers searched through rubble for more victims from the 7.8 magnitude earthquake that struck 27 kilometers southeast of Muisne. Ecuador is at high risk for earthquakes because it is located on the Ring of Fire, so future natural disasters will continue to threaten the country.
O documento apresenta a grade de aulas da escola EEEP Amélia Figueiredo de Lavor para os cursos de Administração, Enfermagem e Informática para a semana de 13 a 17 de junho de 2016, com as disciplinas e professores para cada dia e ano.
Diversity and abundance of terrestrial mammals in the northern periphery of ...Innspub Net
The Tanoé-Ehy Marsh Forest (TEMF), an unprotected forest that is about to be turn into a voluntary nature reserve is a forest block in south-eastern Côte d’Ivoire known as being of great importance for the conservation of biodiversity. But in the rainy season, that forest is largely over flooded and terrestrial mammals are likely to move to the periphery and make them vulnerable to anthropogenic threats. Our objectives are to determine the diversity, the relative abundance of terrestrial mammals and their spatial distribution in the northern periphery of the TEMF during the rainy season. We collected data by conducting recce surveys after interviews with local people. In total, we obtained 33 species among which ten primates’ species were identified. According to the recce survey, the African Civet (Civettictis civetta) and the Bushbuck (Tragelaphus scriptus) are the most common and abundant species in the study area with 12.7% and 12.0% of relative abundance respectively. In addition, six of the listed species are on the IUCN Red List, including Piliocolobus waldronae, a critically endangered species, Cercocebus lunulatus and Cercopithecus roloway endangered species, Colobus vellerosus, Phataginus tetradactyla and Phataginus tricuspis, three vulnerable species. Thus, the consideration of the periphery for the sustainable management of the TEMF is proving to be an imperative.
1) The document examines variation in stomatal densities in Macroneuropteris scheuchzeri fossil samples from five locations in the Illinois Basin dating to 306-307 million years ago to understand paleoclimate conditions.
2) Data was collected by counting stomata and epidermal cells in boxes of defined areas on leaf peels and fragments from the samples. Average stomatal densities ranged from 7-13 per box across locations.
3) Preliminary results show modest variation in stomatal densities and indices between samples within locations, suggesting relatively stable climate conditions during this period based on the inverse relationship between stomatal features and atmospheric CO2 levels.
An integrated palynological and micropalaeontological investigation of select...NewportCELT
Davies, H.L., Haslett, S.K., Mullins, G.L., O'Gorman, M.P. and Smith, J.S. 1991. An integrated palynological and micropalaeontological investigation of selected cretaceous/tertiary boundary sections from western Europe and north Africa. MSc Thesis: University of Southampton.
This document summarizes an electrical resistivity study conducted around Shika, Kaduna State, Nigeria to map subsurface geology. Vertical electrical sounding was performed at 18 locations using an ABEM terrameter. Resistivity values were interpreted to identify topsoil, weathered basement, fractured basement, and fresh basement layers. Topsoil thickness ranged from 1.06-4.14m with resistivity 60-373 ohm-m. Weathered basement thickness was 1.77-33.04m with resistivity 70-708 ohm-m. Fractured basement extended 12.9-26.3m deep with resistivity 318-834 ohm-m. Fresh basement had resistivity over 1161
The document summarizes a study that used electron backscatter diffraction (EBSD) to measure the development of subgrain misorientation angles with increasing strain in dry synthetic sodium chloride (NaCl) deformed at elevated temperatures. The study found that average subgrain boundary misorientations increased with strain following a power law relationship. The average misorientations were influenced by grain orientation and size, suggesting texture and grain size may also impact the misorientation-strain relationship. The results indicate average subgrain boundary misorientations could provide a method for estimating strain from dislocation creep, though other factors like stress may also influence misorientations.
1) The study sequenced the COI gene of 321 fish specimens from the South China Sea, identifying 122 species and 1 genus. Intraspecific genetic divergence averaged 0.319% while interspecific divergence between congeneric species was 15.742%, around 50 times higher.
2) Hybridization was detected between Pampus argentenus and P. cinereus. Introgression can cause phylogenic paraphyly.
3) Factors like biological mechanisms, water currents, and lack of gene flow may contribute to fluctuations in intraspecific divergence, particularly in minitypical coastal species. DNA barcoding can help discover new species and biodiversity.
This study directly links iridium anomalies to mass extinction events across the Cretaceous-Paleogene boundary in New Jersey. High-resolution iridium analyses of sediment cores from eight localities confirm a previous report of an iridium anomaly 20 cm below the extinction horizon at Tighe Park, Freehold. Iridium anomalies also correlate with extinctions at three other clay-rich sections. These data reaffirm the link between the Chicxulub impact and mass extinction and attribute the iridium anomaly at Freehold to downward movement of iridium.
Molecular and cytogenetic phylogeography of h. malabaricuscmvolcker
Claudio Michael Völcker
Jorge A. Dergam
Molecular and karyotypic phylogeography in the Neotropical Hoplias malabaricus (Erythrinidae) fish in eastern Brazil
What the deep sea tells us about sampling biases in the fossil recordGraeme Lloyd
The document discusses biases in the fossil record by comparing deep sea and land-based records of coccolithophores. It finds that coccolithophore diversity correlates strongly with the amount of rock recovered from each record. Modeling suggests a more uniform diversity regardless of record used. It also finds that the ratio of coccolithophore species to genera changes over time in correlation with sampling effort and number of taxonomists, suggesting these factors influence the pattern observed in the fossil record.
This research paper examines how plant species richness varies along a subtropical elevation gradient in eastern Nepal. The study analyzes species richness data from 1500 to 100 meters above sea level, divided into 15 100-meter elevation bands. Species were counted in standardized plots and assigned to different life forms, including trees, shrubs, climbers, herbs and ferns. Climate variables like potential evapotranspiration and mean annual rainfall were analyzed to explain variations in species richness of different life forms along the elevation gradient. The results found relationships between climate variables and species richness for woody life forms but not for herbaceous life forms. A water-energy dynamics model was found to explain 63-70% of the variation in species richness for
Statistical inference: Probability and DistributionEugene Yan Ziyou
This deck was used in the IDA facilitation of the John Hopkins' Data Science Specialization course for Statistical Inference. It covers the topics in week 1 (probability) and week 2 (distribution).
Statistical inference: Statistical Power, ANOVA, and Post Hoc testsEugene Yan Ziyou
This document provides an overview of statistical power, analysis of variance (ANOVA), and post hoc tests. It defines statistical power and explains how to calculate power and minimum sample size. It then describes ANOVA, comparing it to t-tests. ANOVA partitions variability between and within groups. The document interprets ANOVA tables and explains F distributions. Conditions for ANOVA and post hoc tests like Bonferroni corrections are also covered. Finally, it briefly mentions different types of ANOVA like one-way and factorial.
Power Analysis and Sample Size DeterminationAjay Dhamija
This document discusses power analysis and sample size determination. It explains key concepts like power, effect size, significance level, and how changing these factors impacts the required sample size. Sample size is important to correctly power a study to detect clinically meaningful effects without excessive subjects. The document provides formulas and examples for calculating sample sizes for various study designs including randomized trials, pre-post, and equivalence studies. Researchers must consider these factors before collecting data to ensure their study is appropriately powered.
This digitized 1934 Farmington High School yearbook provides instructions on how to navigate through the book using buttons to go to the next or previous page, or to jump to specific sections like the cover, index, student listings, clubs, stories, jokes, and sponsors. The index previews that the yearbook contents are organized alphabetically by student last name, and by school groups, sports teams, and activities.
This document provides an overview of social marketing strategies for B2B companies. It discusses how social media has become integral to marketing and outlines the key components of an effective social marketing plan, including defining goals, allocating resources, producing quality content, understanding which social platforms are relevant, and incorporating social strategies throughout the buyer journey. The document also provides checklists for getting started with social marketing and developing a social media plan and policy.
This document discusses the future of shipbuilding and the driving forces necessitating changes, including:
1. Hard times in the shipbuilding industry and need to remove obstacles and reevaluate challenges.
2. New customer requirements around the environment, automation, and new markets.
3. Evolving industry trends like distributed work, replacing retiring workers, and increased automation.
4. Broad innovation enabled by technology advances and feedback relationships allowing more mature solutions.
The future of shipbuilding is predicted to involve infinite computing power, generative designs, virtual reality, digital twins, cyber-physical systems, automation, IoT, and 3D printing transforming engineering design, detail design, and manufacturing over the next 15 years.
An earthquake in Ecuador killed at least 272 people and injured over 2,500 others. The earthquake collapsed overpasses and buildings, leaving thousands to sleep outside or in temporary shelters. Rescuers searched through rubble for more victims from the 7.8 magnitude earthquake that struck 27 kilometers southeast of Muisne. Ecuador is at high risk for earthquakes because it is located on the Ring of Fire, so future natural disasters will continue to threaten the country.
O documento apresenta a grade de aulas da escola EEEP Amélia Figueiredo de Lavor para os cursos de Administração, Enfermagem e Informática para a semana de 13 a 17 de junho de 2016, com as disciplinas e professores para cada dia e ano.
This deck explains how gift certificates can be sold and redeemed via the web store as well as Manager Panel for Hitachi Solutions Ecommerce. A mobile friendly feature, it used QR codes to make redemption easier.
This document provides biographical information about VaghasiyaEkta, a first semester student in the Department of English. It lists her name, roll number, hobbies of shopping, sleeping, and reading holy books. It also provides her email address and links to her blogspot and SlideShare profile.
SUSE Manager 3 y SaltStack
Presentación incluida en el evento OpenExpo 2016. 2 Junio 2016
En esta presentación se plantea la problemática de la gestión de sistemas linux cuando el número de servidores crece. Para atender a estos entornos se han creado herramientas de gestión centralizada como SUSE Manager. SUSE Manager viene integrado con el lenguaje de gestión de la configuración Salt, que permite gestionar los servidores y las cargas de trabajo de una forma programática, adaptándose perfectamente a la forma de trabajo en entornos DevOps.
Javier Martínez Nohales, Responsable Técnico en SUSE Spain
Kimmerer, R. W. and T. F. H. Allen. 1982. The role of disturbance in.pdfarri2009av
Jim can run 5 miles per hour on level ground on a still day. One windy day, he runs 12 miles
with the wind, and in the same amount of time runs 7 miles against the wind. What is the rate of
the wind? (Round your answer to the nearest tenth, it necessary.) 5 miles per hour 2.5 miles per
how 1.3 miles per hour 19 miles per hour Find the constant of proportionality k, and write the
linear function relating the two variables. Suppose that y varies directly with x. When x = 1/3,
then y = 4. k = 1/12; y = 1/12 x k = 11/3; y = x + 11/3 k = 12; y = 12x k = 1/4; y = 1/4 x
Solve. The velocity v of a falling object (ignoring air resistance) is directly proportional to the
time t of the fall. If, after 4 seconds, the velocity is 128 feet per second, what will its velocity be
after 7 seconds? 131 foot/second 224 feet/second 221 feet/second 7/32 foot/second Find the
constant of proportionality k, and write the linear function relating the two variables. Suppose
that y varies inversely with x. When x = 15, then y = 3. k = 5; y = 5x k = 45; y = x/45 k = 45; y
= 45/x k = 1/45; y = 1/45x
Solution
35) Let the wind speed be w:
with the wind = w +5
against the wind =5 -w
12/ (w+5) = 7/(5 -w)
12(5 -w) = 7(w +5)
60 -12w = 7w +35
25 = 19w
w = 25/19 = 1.3 miles per hour
Option C)
36) Let the relation ir represented as : y = kx
x = 1/3 ; y=4
4 = k/3
k = 12
So, y = 12x
Option C.
This study developed empirical models to predict canopy arthropod biomass in arctic tundra based on measurements of the normalized difference vegetation index (NDVI). Models were created using data across four growing seasons and four distinct tundra vegetation communities in Alaska. The overall model, across all communities, explained 63% of variance in arthropod biomass. Models for individual communities explained 74-87% of variance. This research shows NDVI can quantify spatial and temporal dynamics of arthropod biomass, and lays groundwork for using air and satellite data to assess arthropod communities at larger scales.
This document summarizes a study that analyzed fern species richness along an elevational gradient in central Nepal from 100-4800 meters above sea level. The study found a unimodal relationship between species richness and elevation, with the maximum number of fern species occurring at 2000 meters. Fern species richness was found to have a unimodal response to energy gradients and a linear response to moisture gradients. The peak in fern species coincided with elevations that have higher moisture levels due to more rainy days and presence in the cloud zone.
This study developed empirical models to predict canopy arthropod biomass in arctic tundra based on measurements of the normalized difference vegetation index (NDVI). Models were created using data from four distinct tundra vegetation communities in Alaska collected over four growing seasons. The overall model, which included all communities, explained 63% of the variance in arthropod biomass. Community-specific models explained 74-87% of variance. Seasonal patterns in both the NDVI and arthropod biomass varied among communities. Relationships between the NDVI and measured arthropod biomass improved when examined separately for each community.
Water-related bird assemblages in an urban pond ‘archipelago’: Winter pattern...Maria Paola Di Santo
This study reports on the patterns of species occurrence, abundance and richness of a wintering water-related bird assemblage in an ‘archipelago’ of 70 small artificial urban ponds (AUPs) embedded in a metropolitan landscape (Rome, central Italy). A total of 20 species in 26 AUPs were sampled. Only the largest AUPs (>0.1 ha) contained all these species, except for Gallinula chloropus. The highest total mean species abundance was observed in the largest ponds, with statistically significant differences evident among size classes. Two significant spatial thresholds in species abundance and richness were observed (between 0.01 and 0.1 ha; between 0.1 and 1 ha in size). The abundance of single species was correlated with their frequency of occurrence. Ponds in urban areas must be larger than 0.1 ha to host a rich winter assemblage of birds, with a further increase in richness noted with a surface area larger than 1 ha. The highest number of species was observed in the larger ponds (>1 ha). The species richness of each AUP is directly correlated to their size (log-transformed species–area relationship: log S = 3.515 + 0.497 log A; R2 = 0.76). Further research should be conducted to confirm these patterns and to implement information useful for planning and management of artificial ponds in urban areas for this purpose.
WE1.L09 - DESDYNI BIODIVERSITY AND HABITAT KEY VARIABLES AND IMPLICATIONS FOR...grssieee
This document discusses the use of lidar and radar data from the proposed DESDynI mission to characterize 3D vegetation structure for assessments of biodiversity and habitat. It identifies key variables like canopy height, height profiles, biomass, and cover that influence habitat suitability and have been correlated with species diversity. Fusion of lidar and radar is highlighted as providing more complete and accurate global maps of these important structural metrics compared to either sensor alone. The document concludes that lidar-radar fusion holds promise for advancing scientific understanding of biodiversity patterns in relation to forest structure and how these may change in response to disturbance events.
This document summarizes a scientific study that analyzed plant species abundance and diversity in a grassland ecosystem in Iligan City, Philippines. Quadrats and transect lines were used to sample vegetation and record data on species area curves, cover estimates, density, and diversity. Results showed species richness increased with area. One species, Species A, dominated the area based on cover and density estimates. The species richness was 4 and Simpson's Diversity Index value was 0.4025, indicating diverse plant species in the grassland.
Species and Community Diversity of Vascular Flora along Environmental Gradien...Shujaul Mulk Khan
This document summarizes a study that analyzed plant community diversity along environmental gradients in the Naran Valley of Pakistan. The study identified 198 plant species belonging to 68 families along 24 altitudinal transects ranging from 2450 to 4100 meters above sea level. Multivariate analysis identified 5 main plant communities. The communities generally showed an elevation gradient from cool temperate vegetation at lower elevations to alpine herbaceous vegetation at higher elevations. Indicator species analysis showed that mountain aspect, altitude, and soil depth were the strongest factors influencing community structure. Species diversity was found to be highest at mid-elevations between 2800-3400 meters.
International Journal of Engineering and Science Invention (IJESI)inventionjournals
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
Climate Increases Regional Tree Growth Variability In Iberian Pine ForestsHibrids
This study analyzed tree ring width data from 38 pine forest sites across the Iberian Peninsula to examine changes in tree growth patterns and climate response over time. Principal component analysis identified a common macroclimatic signal shared among the tree chronologies. Tree growth variability, the frequency of narrow rings, and interannual growth sensitivity increased markedly in the second half of the 20th century, indicating that climate had a stronger limiting effect on growth. A shift was also detected around the mid-20th century, with growth becoming more strongly correlated with late summer/autumn temperatures of the previous year. This suggests increased water stress may be linked to higher growth synchronization among sites driven by climate changes.
THE EFFECTS OF CLEARCUT SIZE ON THE BIRD COMMUNITY IN THE SECOND COLLEGE GRANTjoshmooney
Abstract. This study examines the effects of forest opening (clearcut) size on the surrounding forest-bird community with the objective of offering management suggestions for foresters who employ the clearcut method. I hypothesized that large and small clearcuts would have different effects on the forest-bird assemblage associated with each. I used the point-count method to assess bird abundance in clearcuts, on the edges, and 100 m into the forest from the edges of large and small clearcuts. I found that Neotropical migrant birds and forest-interior birds were the most affected by large clearcuts showing significantly lower abundance in forest areas 100 m from large clearcut edges than in forest areas 100 m from small clearcuts. Edge-open birds were more abundant in large clearcut openings and edges than in small clearcut openings and edges. Blue jays (an avian nest predator) were more abundant on the edges of large clearcuts than on the edges of small clearcuts. A recent study found that forest-interior bird abundance levels off after 100 m distance from small (0.4 ha) forest openings. This result combined with my findings suggest that small openings in the Second College Grant represent less of a disturbance to Neotropical migrants and forest-interior birds. Additionally, given higher abundances of an avian nest predator in large clearcuts, reproductive success could be much lower in areas associated with large clearcuts. Some species such as the White-throated Sparrow (Zonotrichia albicollis), however preferred large clearcuts suggesting that there are some benefits to overall bird abundance by including large clearcuts in a managed landscape.
Obstacle Size and Trail–Clearing Activity in Leaf–Cutter Ants, Atta colombicaMaxson Jarecki
This study found that there is a power curve relationship between the length of leaf obstacles placed on Atta colombica ant trails and the time taken by the ants to remove the obstacles. Leaf obstacles over 5cm in length were cut into pieces using the same techniques the ants use for leaf harvesting. Though there were no significant differences found between forests with different rainfall levels or between morning and afternoon time periods, the small sample size means a larger study could reveal differences based on humidity, temperature, and other microclimate variables. Further research is needed to fully examine the effects of these factors on individual ant obstacle removal rates.
Obstacle Size and Trail–Clearing Activity in Leaf–Cutter Ants, Atta colombicaMaxson Jarecki
This study found that there is a power curve relationship between the length of leaf obstacles placed on Atta colombica ant trails and the time taken by the ants to remove the obstacles. Leaf obstacles over 5cm in length were cut into pieces using the same techniques the ants use for leaf harvesting. Though there were no significant differences found between forests with different rainfall levels or between morning and afternoon time periods, the small sample size means a larger study could reveal differences based on humidity, temperature, and other microclimate variables. Further research is needed to fully examine the effects of these factors on individual ant obstacle removal rates.
This study used radio telemetry to track 37 male wood thrush birds over two breeding seasons in coastal Virginia. The researchers then collected data on prey availability and habitat structure within the birds' home ranges. They developed models to examine how prey availability and habitat structure related to the birds' space use patterns within their home ranges. The best model included both prey and habitat variables. Areas of high wood thrush use were associated with greater biomass of spiders and worms, which correlated with higher soil moisture. Bird use also related positively to forest canopy height and snag basal area, and negatively to red oak count and pine basal area. Evaluation of the models found that habitat structure variables explained more variation in bird space use than prey availability alone. This
This document summarizes a study on the invasion of alien grasses in Brazilian savannas, known as cerrados. Two alien African grasses, Melinis minutiflora and Brachiaria decumbens, were found to be highly abundant in the study site, with very high importance values. Light availability was found to be the most important environmental factor related to graminoid distribution, strongly correlated with M. minutiflora abundance. Both alien grasses were negatively associated with most native graminoids, suggesting they exert strong competitive pressure on the native herbaceous community. The introduction and spread of alien species poses a threat to the natural biodiversity of cerrados.
Diffuse reflectance spectroscopy to estimate soil attributes of Brazilian wet...Agriculture Journal IJOEAR
Abstract— The study of soils and characterization of its attributes are continually evolving, however, for the condition of wetlands, such information is still scarce and poorly distributed. Thus, the objective of this work was to characterize spectrally the soils of a wetland area. On the study area were collected georeferenced soil samples and sent for chemical and physical analysis routine and then subjected to spectral evaluation. Were identified seven soil classes with hydromorphic characteristics in their spectral curves? The information contained in these curves then led the development of equations for soil attributes. Sand was the physical attribute of a better correlation with laboratory data and Cationic Exchange Capacity (CEC), the chemical attributes that showed better results.
Foraminifera are single-celled organisms that live in marine environments and produce shells or tests. Their tests can be preserved as fossils and used to reconstruct past environments. Foraminifera inhabit different zones within salt marshes and mangroves based on tidal levels, making them useful indicators for paleoenvironmental studies. Studies of foraminifera distribution in the Severn Estuary, UK showed distinct zones related to tide levels that allow reconstruction of past sea levels and salt marsh evolution. Foraminifera also have potential as indicators of coastal pollution and sediment transport.
Received 26 February 2003Accepted 10 June 2003Published .docxsodhi3
Received 26 February 2003
Accepted 10 June 2003
Published online 11 August 2003
Climate and density shape population dynamics
of a marine top predator
Christophe Barbraud* and Henri Weimerskirch
Centre d’Études Biologiques de Chizé, CNRS-UPR 1934, 79360 Villiers en Bois, France
Long-term studies have documented that climate fluctuations affect the dynamics of populations, but the
relative influence of stochastic and density-dependent processes is still poorly understood and debated.
Most studies have been conducted on terrestrial systems, and lacking are studies on marine systems
explicitly integrating the fact that most populations live in seasonal environments and respond to regular
or systematic environmental changes. We separated winter from summer mortality in a seabird population,
the blue petrel Halobaena caerulea, in the southern Indian Ocean where the El Niño/Southern Oscillation
effects occur with a 3–4-year lag. Seventy per cent of the mortality occurred in winter and was linked to
climatic factors, being lower during anomalous warm events. The strength of density dependence was
affected by climate, with population crashes occurring when poor conditions occurred at high densities.
We found that an exceptionally long-lasting warming caused a ca. 40% decline of the population, suggest-
ing that chronic climate change will strongly affect this top predator. These findings demonstrate that
populations in marine systems are particularly susceptible to climate variation through complex interac-
tions between seasonal mortality and density-dependent effects.
Keywords: blue petrel; climatic fluctuations; density dependence; density independence;
seasonal survival
1. INTRODUCTION
Long-term studies have documented that climate fluctu-
ations influence the dynamics of populations (McCarty
2001; Stenseth et al. 2002; Walther et al. 2002), but the
underlying mechanisms, in particular the interaction
between stochastic and density-dependent effects, are
poorly understood and debated (Leirs et al. 1997). The
majority of work exploring the influence of density-depen-
dent and independent processes on vital rates and popu-
lation dynamics has used either time-series analyses (e.g.
Forchhammer et al. 1998; Grenfell et al. 1998), or analy-
ses based on long-term detailed individual-based data.
This second approach has detected important processes
influencing population dynamics that time-series method-
ologies may have overlooked (Leirs et al. 1997; Saether et
al. 2000; Coulson et al. 2001). However, the overwhelm-
ing majority of work using these approaches to shed light
on the processes influencing population dynamics has
been conducted on terrestrial populations (mammals:
ungulates, rodents, carnivores; birds: passerines, waders;
see Stenseth et al. (2002) and Walther et al. (2002) for
recent reviews). Thus, there is a crucial need for studies
on marine or coupled marine–terrestrial systems to permit
the approach of a general insight on t ...
Genetic diversity enhances the resistance of aseagrass ecosyMatthewTennant613
Genetic diversity enhances the resistance of a
seagrass ecosystem to disturbance
A. Randall Hughes* and John J. Stachowicz
Section of Evolution and Ecology, One Shields Avenue, University of California, Davis, CA 95616
Edited by G. David Tilman, University of Minnesota, St. Paul, MN, and approved May 4, 2004 (received for review April 14, 2004)
Motivated by recent global reductions in biodiversity, empirical
and theoretical research suggests that more species-rich systems
exhibit enhanced productivity, nutrient cycling, or resistance to
disturbance or invasion relative to systems with fewer species. In
contrast, few data are available to assess the potential ecosystem-
level importance of genetic diversity within species known to play
a major functional role. Using a manipulative field experiment, we
show that increasing genotypic diversity in a habitat-forming
species (the seagrass Zostera marina) enhances community resis-
tance to disturbance by grazing geese. The time required for
recovery to near predisturbance densities also decreases with
increasing eelgrass genotypic diversity. However, there is no effect
of diversity on resilience, measured as the rate of shoot recovery
after the disturbance, suggesting that more rapid recovery in
diverse plots is due solely to differences in disturbance resistance.
Genotypic diversity did not affect ecosystem processes in the
absence of disturbance. Thus, our results suggest that genetic
diversity, like species diversity, may be most important for enhanc-
ing the consistency and reliability of ecosystems by providing
biological insurance against environmental change.
There is growing recognition that humans are highly depen-dent on natural ecosystems for a variety of goods and
services (1). Maintaining the provision of these goods and
services in the face of natural and anthropogenic disturbances is
critical to achieving both conservation and economic goals.
Motivated by accelerating rates of worldwide decline in biodi-
versity (2), considerable research has focused on the conse
quences of local species loss for goods and services provided by
ecosystems (2– 8). Much of this work focuses on the effects of
declining species richness on short-term processes such as pro-
duction, community respiration, and nutrient cycling (2). Al-
though the results are far from unequivocal and subject to
varying interpretation (e.g., ref. 9), it does appear that, in some
systems, reductions in local species diversity contribute to a
decline in ecosystem properties such as productivity and resis-
tance to disturbance (see review in ref. 2).
Nevertheless, many important ecosystems, such as kelp forests,
cattail marshes, and fir forests, are dominated by, and dependent
on, one or a few key plant species (10). Furthermore, individual
predator and herbivore species often play a disproportionate role in
determining ecosystem processes, overwhelming any effect of spe-
cies diversity (11). Dominant, numerically abundant s ...
This document describes four new species of anoles found in the Serrania de Tabasara highlands of western-central Panama. One of the new species, Anolis gruuo, is described in detail. It is a medium-sized anole with a bilobate hemipenis, contrasting dark and light bands on its tail, and females possessing a small orange dewlap. It differs from similar species in scalation characteristics and hemipenial morphology. Measurements and coloration of the holotype are provided. The three paratypes are consistent with the holotype.
Similar to Comparative study of the estimated sample size for benthic intertidal species and communities (20)
Comparative study of the estimated sample size for benthic intertidal species and communities
1. Lat. Am. J. Aquat. Res., 39(1): 93-102, 2011 Sample size study of benthic intertidal community 93
DOI: 10.3856/vol39-issue1-fulltext-9
Research Article
Comparative study of the estimated sample size for benthic intertidal
species and communities
Danielle C. Barbiero1, Isabela M. Macedo1, Bruno Mais1 & Ilana R. Zalmon1
1
Universidade Estadual do Norte Fluminense, Av. Alberto Lamego 2000, 28013-602
Campos dos Goytacazes, RJ, Brazil
ABSTRACT. The objective of this study was to determine the minimum sample size for studies of
community structure and/or dominant species at different heights of a rocky intertidal zone at Rio de Janeiro.
Community structure indicators suggested a variation in the minimum surface of 100 to 800 cm2, with a
minimum of 2 to 8 profiles and at least 20 to 80 quadrant sampling points, depending on the height. Indicators
of species abundance suggest 100 cm2 for Hypnea musciformis and 400 cm2 for Ulva fasciata,
Phragmatopoma lapidosa Kinberg, (1867) and Gymnogongrus griffthsiae at lower heights; 200 cm2 for
Chthamalus spp. at intermediate heights; and 800 cm2 for Littorina ziczac at the greatest height. In general,
seven to eight profiles and 10 to 20 sampling points were used. Different sample sizes were related to the
abundance and spatial distributions of individual species, which varied at each intertidal height according to
the degree of environmental stress.
Keywords: sample size, benthic community, intertidal, breakwater, northern Rio de Janeiro, Brazil.
Estudio comparativo del tamaño estimativo de muestra para especies bentónicas
intermareales y de la comunidad
RESUMEN. El objetivo de este estudio fue determinar el tamaño mínimo de muestra para estudios de
estructura de la comunidad y para las especies dominantes a diferentes alturas, en una zona intermareal rocosa
en Río de Janeiro. Los indicadores de la estructura de la comunidad sugirieron una variación en la superficie
mínima de 100 a 800 cm2, 2 a 8 el número mínimo de perfiles y 20 a 80 el número mínimo de puntos de
muestreo de cuadrantes, dependiendo en la altura. Los indicadores de abundancia de especies sugieren 100
cm2 para Hypnea musciformis, 400 cm2 para Ulva fasciata, Phragmatopoma lapidosa Kinberg, (1867) y
Gymnogongrus griffthsiae a las alturas inferiores; 200 cm2 para Chthamalus spp. a las alturas médiales y 800
cm2 para Littorina ziczac a la altura superior. El número de perfiles y puntos de muestreo fue, en general, 7-8 y
10-20, respectivamente. Diferentes tamaños de la muestra fueron relacionados con la abundancia de especies
individuales y su distribución espacial, que varían en cada altura de la zona intermareal de acuerdo con el
grado de stress ambiental.
Palabras clave: tamaño de muestra, comunidad bentónica, intermareal, rompeolas, norte de Río de Janeiro,
Brasil.
___________________
Corresponding author: Ilana Zalmon (ilana@uenf.br)
INTRODUCTION to Omena et al. (1995), a minimal number should
match sampling effort with statistical requirements.
Sample representation is one of the main issues in Methods to determine the minimum sample size
benthic community studies. It should consider two include species/area (Weinberg, 1978; Boudouresque
aspects of the community: specific and structural & Belsher, 1979), diversity/area (Ballesteros, 1986;
(Ballesteros, 1986) and should be large enough to take Vives & Salicrú, 2005) and similarity/area curves
into account the sample size and number. According (Weinberg, 1978; Ballesteros, 1986; Murray et al.,
2. 94 Lat. Am. J. Aquat. Res.
2006), with the stabilization of the selected criteria to (22°02'S, 41°03'W), northern coast of the State of Rio
determine the appropriate sample size. Ballesteros de Janeiro (Fig. 1). The rocky substrate is 10 m away
(1986) states that the criteria for defining the from the beach; it is approximately 30 m in length and
minimum area is always subjective and according to has a total inclination of 50º. Tidal regime is
Hawkins & Hartnoll (1980), the best solution is one in semidiurnal and amplitude is about 1.5 m.
which each investigator establishes his own.
Boudouresque & Belsher (1979) propose the Molinier Sampling design
point x/y to determine the minimum area, which
The sampling process was realized between April and
corresponds to the species/area curve where the
increase of x% over the area corresponds to the June 2007 during low tide always on smooth surfaces
increase of y% in the number of species. relatively perpendicular with its external faces facing
the sea. We looked for rocky slope with higher
The minimum sample size can also be determined
similarity but as a breakwater it was not always
for each species separately and several formulas were
possible mainly due to its extension (~30 m). Due to
proposed, which consider i) the standard error of the
the substrate discontinuity, the determination of each
average species abundance (Andrew & Mapstone,
height was performed by section with similar slope
1987; Kingsford & Battershill, 1998 in Murray et al.,
when possible (Gevertz, 1995). A total of six height
2006), ii) the standard deviation and the desired
levels compose the intertidal region of the rocky
precision level as a proportion of the species
substrate: height 1 (0.2 to 0.6 m of tide level), height 2
abundance (Andrew & Mapstone, 1987; Murray et al.,
(0.6 - 1.0 m), height 3 (1.0 - 1.4 m), height 4 (1.4 - 1.8
2006) and iii) an allowable error considering the
m), height 5 (1.8 - 2.2 m) and height 6 (2.2 - 2.6 m). In
confidence limits of 95% (Snedecor & Cochran, 1989;
this case, heights are related to the distance on shore
Murray et al., 2006).
from low water. The main representative species in
In Brazil, Rosso (1995) presented a theoretical each level is: Hypnea musciformis (Wulfen)
approach about this issue and proposed the Lamouroux and Ulva fasciata Delile 1813 (height 1),
determination of sample size by the application of Phragmatopoma lapidosa Kinberg, (1867), (Kröyer,
statistical models. Omena et al. (1995) determined the 1856) and U. fasciata (height 2), Gymnogongrus
optimal sample number for the fouling community in griffithsiae (Turner) Martius and Chthamalus spp.
Guanabara Bay, Rio de Janeiro, through panels. (height 3), Chthamalus spp. (heights 4 and 5) and
Experimental studies on consolidated substrates along Littorina ziczac (Gmelin, 1791) (height 6).
the Brazilian coast generally refer to zonation
(Oliveira-Filho & Mayal, 1976; Masi et al., 2009a), Sampling was performed by photo-quadrat
succession (Breves-Ramos et al., 2005), competition technique. Eight vertical profiles with a 2 m distance
(Sauer-Machado et al., 1996), herbivory (Apolinário were sampled from 0.2 m above tide level to a
et al., 1999), phytosociology (Villaça et al., 2008) or selected point above the organism on the highest
study methods (Sabino & Villaça, 1999; Moysés et al., portion of the rocky substrate. Along each profile the
2007), without a prior determination of the sample quadrats were photographed next to a PVC structure
size. of 1600 cm2. Each photograph was analyzed for
percent cover using the CPCe V3.4 (Coral Point Count
Since different benthic groups are associated on a for Excel) software program, which estimates bare
narrow intertidal zone it is hypothesized that the
space and the species percentage cover applied to a
sample size for studies of the respective community
digital grid of points in the photograph. The
structure and/or the abundant species should vary in
distinction between primary and secondary canopy
this small spatial scale (centimeters). In this study we
was not considered.
intend to answer the question about the minimum
sample size needed in different experimental designs Data analysis
(quadrat size, number of profiles and number of points
The minimum quadrat size was evaluated at each
in the quadrat) of the intertidal benthic community in a
intertidal height level in eight sample profiles by
rocky coast off Rio de Janeiro, combining feasible
logistics and a robust mathematical/statistical point of analyzing quadrats with 100, 200, 400, 800 and 1600
view. cm2 with 100 intersection points. Upon obtaining the
minimum quadrat size, 1, 2, 4 and 8 profiles were
MATERIALS AND METHODS randomly selected and analyzed, also considering 100
points of intersection in each quadrat. The minimum
Study area number of points in the quadrat was determined after
The study was conducted in a breakwater with a set of obtaining the area and the number of profiles. To this
granitic blocks, located on Farol de São Tomé beach end, we analyzed 10, 20, 40 and 80 points randomly
3. Sample size study of benthic intertidal community 95
Figure 1. Studied area at Farol de São Tomé beach, northern coast of Rio de Janeiro.
Figura 1. Área de estudio en la playa del Farol de São Tomé, costa norte de Rio de Janeiro.
selected in a grid of 100 points, each corresponding to confidence interval (Snedecor & Cochran, 1989;
100% percent coverage. Murray et al., 2006), with the criteria related on the
accepted angular error.
Comparative analysis
Comparative analysis of minimum sample size RESULTS
through indicators of community structure in the Indicators of community structure
intertidal zone included: 1) the Molinier point 100/20 The determination of the minimum quadrat area,
(Molinier, 1963 in Boudouresque & Belsher, 1979), number of profiles and quadrat points for community
where an increase of 100% for each sample size studies through the Molinier point for species richness
corresponds to an increase of 20% on species richness and diversity, the accumulated species number and the
and Brillouin diversity (H, loge); 2) the accumulated community similarity varied markedly on the six
species richness, considering the inclusion of 90% of investigated height levels (Table 1). Based on all the
the species (according to Murray et al., 2006); 3) the
above criteria and choosing the largest size among
community similarity in contiguous sample sizes (100
them for the determination of minimum quadrat size,
x 200 cm2, 200 x 400 cm2, 400 x 800 cm2, 800 x 1600
we obtained 800 cm2 at heights 1 and 6, 200 cm2 at
cm2; 2 x 4 profiles, 4 x 8 profiles and 10 x 20 points,
heights 2 and 4, 400 cm2 at height 3 and 100 cm2 at
20 x 40 points, 40 x 80 points) with the Bray-Curtis
height 5 (Table 1). These were used to determine the
index, considering the minimum sample size starting
number of profiles and points. Considering the
at 80% similarity.
number of profiles and choosing the largest size
Comparative analysis of minimum sample size among them to determine the minimum number we
through indicators of the representative species (> obtained: 4 profiles at height 1, 8 profiles at heights 2
10% of average coverage) included: 1) Molinier point to 5 and 2 profiles at height 6 (Table 1). Consequently,
100/20; 2) increasing sample sizes (area, profile and these were used to determine the number of sampling
number of points) versus SE/x, where SE = standard points in the quadrats. Based on the criteria used
error and x = average species abundance (Kingsford & above and choosing the largest size among them to
Battershill, 1998 in Murray et al., 2006), with the determine the minimum number of points in the
criteria being the decrease and/or the stabilization of
quadrat, we obtained: 80 points at heights 1, 3 and 6;
the curve; 3) increasing number of profiles versus
20 points at heights 2 and 4 and 40 points at height 5
[SD/px]2, where SD = standard deviation, P = desired
(Table 1).
accuracy as a proportion of the average species
abundance (= x) (Andrew & Mapstone, 1987; Murray
Indicators of individual species abundance
et al., 2006), with the criteria related on the adopted
repeatability; 4) increasing number of profiles versus Quadrat size. The Molinier point for the relative
4s2/L2, where s2 = variance in average species abundance of the representative species at height 1
abundance and L = acceptable error for a 95% corresponded to 100 cm2 for Hypnea musciformis
4. 96 Lat. Am. J. Aquat. Res.
Table 1. Sample size required to quadrat size, number of profiles and number of points in the quadrat considering the
Molinier point (Mol.) 100/20 criteria for species richness (R) and diversity (D), accumulated richness (AR) and similarity
assemblages (SI) at six height levels of the intertidal rocky investigated. The suggested minimum sizes (S) are in bold.
Tabla 1. Tamaño necesario para el área del cuadrado de cada muestra, número de perfiles y número de puntos en el
cuadrante considerando el criterio de punto de Molinier (Mol.) 100/20 para riqueza de especies (R) y diversidad (D),
riqueza acumulada (AR) y similaridad (SI) de la comunidad en las seis alturas de una zona intermareal rocosa. Los
tamaños mínimos sugeridos (S) están en negrita.
Quadrat size (cm2) Number of profiles Number of points
Height levels Mol. Mol. Mol.
AR SI S AR SI S AR SI S
R D R D R D
6 (2.2 - 2.6 m) 100 100 100 800 800 2 2 2 2 2 80 80 80 10 80
5 (1.8 - 2.2 m) 100 100 100 100 100 2 4 8 2 8 10 10 40 10 40
4 (1.4 - 1.8 m) 100 100 200 100 200 1 4 8 1 8 20 10 10 10 20
3 (1.0 - 1.4 m) 400 400 400 100 400 1 1 8 4 8 40 20 80 10 80
2 (0.6 - 1.0 m) 200 200 200 100 200 2 2 8 1 8 20 10 10 10 20
1 (0.2 - 0.6 m) 800 800 100 100 800 1 1 4 4 4 40 40 80 10 80
(Wulfen) Lamouroux and 400 cm2 for Ulva fasciata average species abundance showed a declining
Delile, 1813; at height 2 at 100 cm2 for Phrag- function, where the addition of more profiles reflected
matopoma lapidosa Kinberg (1867), (Krøyer, 1856) in a declining standard error, followed by a trend
and 200 cm2 for U. fasciata; at height 3 at 100 cm2 for towards the stability of the curves, mostly from 4
P. caudata, 200 cm2 for Gymnogongrus griffithsiae profiles for all representative species at heights 1, 2, 3
(Turner) Martius and 800 cm2 for Chthamalus spp.; at and 5. Only for Chthamalus spp. at heights 3 and 4, a
heights 4, 5 and 6 at 100 cm2 for Chthamalus spp. and decreasing function was recorded with 8 sample
Littorina ziczac (Gmelin, 1791) (Table 2). profiles. L. ziczac at height 6 showed a tendency for
Plotting the standard error as a proportion of the stability of the respective curve starting at 2 profiles
average abundance versus sampled area revealed a (Fig. 3a).
function that tended to decline or to stabilize (Fig. 2). Plotting the number of profiles versus the desired
Based on the criteria above and choosing the largest accuracy level as a proportion of average species
size among them to determine the sampling area, we abundance in accordance with the formula [DP/p x]2,
obtained: height 1-100 cm2 for H. musciformis and showed that a greater precision (0.05) was directly
400 cm2 for U. fasciata; height 2-400 cm2 for U. related to a high number of profiles, between 33 and
fasciata and P. caudata; height 3-400 cm2 for P. 1416. Assuming a precision of 0.15, we observed a
caudata and G. griffithsiae and 800 cm2 for sharp decrease but still above 8 profiles, except for
Chthamalus spp.; heights 4 and 5-200 cm2 for Phragmatopoma lapidosa Kinberg, (1867) with 6
Chthamalus spp., height 6-800 cm2 for L. ziczac (Fig. profiles at height 2 and Chthamalus spp. with 4
2, Table 2). profiles at height 4. The minimum number of profiles
proved to be equal to or lower than the largest
Number of profiles sampled size (N = 8 profiles) with a precision value
The Molinier point for the relative abundance of the starting at 0.40 (Fig. 3b).
representative species at height 1 corresponded to 4 Plotting the number of profiles versus the variance
profiles for Hypnea musciformis and 8 profiles for on average species abundance for a confidence level
Ulva fasciata; at heights 2, 3 and 4 corresponded to 1 of 95% with an allowed error of ± 2, a number of
profile for all species and at heights 5 and 6 profiles superior to 170 is necessary at all heights and
corresponded to 2 profiles for Chthamalus spp. and species, except for L. ziczac that required 4 profiles.
Littorina ziczac (Table 2). With an allowed error of ± 8, there is a decrease in the
A graphical representation of the number of minimum number of profiles, but it is still above 10.
profiles versus the standard error as a proportion of the The minimum number of profiles proved to be equal
5. Sample size study of benthic intertidal community 97
to or lower than the largest sampled size (N = 8
profiles) with an allowed error starting at ± 20 (Fig.
3c).
In summary, based on the criteria above
investigated and choosing the largest size among them
to determine the minimum number of profiles, we
obtained more than 8 profiles for the representative
species of the intertidal zone (Table 2).
Number of sampling points
The Molinier point for the relative abundance of the
representative species corresponded to 10 points at
heights 1 to 5, except for Gymnogongrus griffithsiae at
height 3 and Littorina ziczac at height 6, which was
achieved with a higher sample size, 40 points (Table
2). A graphical representation of the number of
sampling points versus the standard error as a
proportion of the average species abundance revealed
stable values from the smallest number for almost all
the species and heights except for L. ziczac at height 6
that required a maximum number of 80 points.
Based on the criteria above and considering the
largest size among them to determine the minimum
number of sampling points, we obtained at height 1:
10 points for H. musciformis and U. fasciata; height 2:
20 points for U. fasciata and P. caudata; height 3: 10
points for Chthamalus spp., 20 for P. caudata and 40
for G. griffithsiae; heights 4 and 5: 10 points for
Chthamalus spp. and height 6: 80 for L. ziczac (Table
2).
DISCUSSION
Community structure
The Molinier point is considered as one of the oldest
for determining the minimum sample size (Molinier,
1963 in Boudouresque & Belsher, 1979) and relates
with the information content of a numerical descriptor.
In this study, in each intertidal height level, the
Molinier point corresponded to different sample sizes
and in the lower shore the minimum sample area
corresponded to 800 cm2. Boudouresque & Belsher
(1979) in a Mediterranean breakwater used only this
Figure 2. Standard error/mean abundance of the repre- criterion and obtained 100 cm2 as the minimum area
sentative species on different sampled areas (A: 100 cm2; for benthic community in the lower shore.
B: 200 cm2; C: 400 cm2; D: 800 cm2; E: 1600 cm2), at six Considering the accumulated richness, in which
height levels of the intertidal rocky zone (N = 8 profiles).
Note the different y-axis scales. 90% of species were included, we agree with
Ballesteros (1986) that in seeking the appropriate
Figura 2. Error standart/abundancia media de las
especies más representativas en las diferentes áreas
sample area it is necessary to obtain a representative
muestreadas (A: 100 cm2; B: 200 cm2; C: 400 cm2; D: fraction of its total richness. The whole community
800 cm2; E: 1600 cm2), en las seis alturas da zona was not considered since this 10% difference
intermareal rocosa (N = 8 perfiles). Observe las represented a rare species (< 3% average coverage).
diferentes escalas del eje y. Omena et al. (1995) also worked with the accumulated
6. 98 Lat. Am. J. Aquat. Res.
Table 2. Sample size required to quadrat size, number of profiles and number of points in the quadrat considering the
Molinier point 100/20 criteria and the formulas standard error/mean abundance (SE/x), [DP/px]2 and 4 s 2 /L 2 of the most
representative species at six height levels of the intertidal rocky zone. The suggested minimum sizes (S) are in bold.
Tabla 2. Tamaño necesario para el área del cuadrado de cada muestra, número de perfiles y número de puntos en el
cuadrante considerando el criterio de punto de Molinier 100/20 y las fórmulas error standart/abundancia media (SE/x),
[DP/px]2 and 4 s 2 /L 2 de las especies representativas en las seis alturas da zona intermareal rocosa. Los tamaños mínimos
sugeridos (S) están en negrita.
Quadrat size (cm2) Number of profiles Number of points
Height levels Species 2 2 2
Mol SE/x S Mol SE/x [DP/p·x] 4s /L S Mol SE/x S
6 (2.2 - 2.6 m) L. ziczac 100 800 800 2 2 8 4 8 40 80 80
5 (1.8 - 2.2 m) Chthamalus spp. 100 200 200 2 4 8 8 8 10 10 10
4 (1.4 - 1.8 m) Chthamalus spp. 100 200 200 1 8 4 7 8 10 10 10
Chthamalus spp. 800 800 800 1 8 8 8 8 10 10 10
3 (1.0 - 1.4 m)
P. caudata 100 400 400 1 4 7 8 8 10 20 20
G. griffithsiae 200 400 400 1 4 7 7 7 40 10 40
P. caudata 100 400 400 1 4 6 8 8 10 20 20
2 (0.6 - 1.0 m)
Ulva fasciata 200 400 400 1 4 5 8 8 10 20 20
H. musciformis 100 100 100 4 4 6 8 8 10 10 10
1 (0.2 - 0.6 m)
U. fasciata 400 200 400 8 4 8 8 8 10 10 10
richness criterion, but they used the curve stabilization sensu, Masi et al., 2009a), where environmental
to determine the minimum sample number for the conditions are more stressful due to longer emersion
fouling community in Rio de Janeiro. In this study, we periods, the greater variability in the abundance of the
sought for less subjectivity. It was registered a high fewer species reflected in a low similarity between
variability in species richness at small spatial scales contiguous sample sizes, which was a determining
(centimeters) along the vertical gradient in the studied factor of a higher minimum quadrat size.
breakwater and Masi et al. (2009b) attributed this to Considering the number of profiles, the minimum
specific local environmental factors as air temperature, size corresponded to the largest ones (N = 8 profiles)
height and wave period together with air exposure to in most of the heights. The substrate consists of a
which the organisms are exposed. breakwater with an accentuated degree of wave
Although a pilot study is recommended in each exposure. According to Bulleri & Chapman (2004),
individual area, 400 to 500 cm2 are considered as breakwaters are three-dimensional habitats and offer a
representative sizes for benthic communities variety of environments regarding orientation, shading
throughout the intertidal region by many authors and wave exposure. The high variability in species
(Sabino & Villaça, 1999; Breves-Ramos et al., 2005; abundance between the profiles is attributed to the
Moysés et al., 2007). In this study, we observed that irregular topography of the substrate, providing
different quadrat sizes are necessary for the intertidal different environmental conditions on a small scale,
community along its extension, which vary according which favors the formation of different associations of
to different environmental conditions. At heights 1 species at the same height level (Masi & Zalmon,
and 6, the minimum size corresponded to 800 cm2, at 2008). According to Murray et al. (2006), if the
height 3 was 400 cm2 and in the others, even smaller variability in species abundance is high, several
areas were considered appropriate. At height 1 samples are necessary, which was also observed in
corresponding to the Infralittoral fringe (Masi et al., this study. It is worth emphasizing that the
2009a), where environmental conditions are less determination of the number of profiles is related to
stressful, the greatest richness and diversity values at the area of the quadrat. According to Rosso (1995)
800 cm2 quadrats were representative of the local adopting smaller and numerous elements helps to
community structure. At height 6 (Supralitoral Fringe reveal the different microhabitats. A higher number of
7. Sample size study of benthic intertidal community 99
Figure 3. Number of profiles as a function of a) the standard error/mean abundance, b) the desired precision level in
accordance with the formula [D P /p x ] 2 , c) the allowable errors in accordance with the formula 4s 2 /L 2 at six height
levels of the intertidal rocky zone. Note the different y-axis scales.
Figura 3. Número de perfiles como función de: a) el error estándar /abundancia media, b) la precisión deseada de acuerdo
con la fórmula [ DP /p x ] 2 , c) los errores permitidos de acuerdo con la fórmula 4 s 2 /L 2 en las seis alturas da zona
intermareal rocosa. Observe las diferentes escalas del eje y.
8. 100 Lat. Am. J. Aquat. Res.
profiles combined with smaller areas reflected in a Its patchy distribution reflects a greater spatial
detailed substrate sampling and showed the variation on a small scale, which may result in larger
distribution of each organism. However a smaller sample size and in this case it will not underestimate
number of profiles combined with larger quadrats can the abundance of the species.
optimize the sampling time without interfering with At heights 2 and 3, corresponding to lower
the sample representation. Eulitoral (Masi et al., 2009a), the most representative
Regarding the number of sampling points, Sabino species Phragmatopoma lapidosa Kinberg, (1867) is a
& Villaça (1999) found that few points in a quadrat sandy reef constructer very common in this fringe
produced a biased sampling, recording only the (Masi & Zalmon, 2008; Masi et al., 2009a). Sample
dominant species. In this study, the minimum size sizes required at both height levels were 400 cm2, 8
required was different along the intertidal zone: at profiles and 20 points. In some quadrats, the
heights 1, 3 and 6 corresponded to the maximum (N = polychaete formed an extensive reef covering the area
80). At heights 1 and 3, the presence of several rare and in others had a discontinuous dominance, and
species (> 40% of the total species with < 4% constitutes variable mosaics in the substrate. The
coverage average) with a patchy distribution probably topographic irregularity may have contributed to this
contributed to a greater number of points. At height 6 distribution pattern and with the largest number of
the highest number of points also reflected the profiles.
presence of few species with low abundance (± 5%) Chthamalus spp., one of the most abundant at
with a punctual distribution. The number of points was height 3 and dominant at heights 4 and 5 required 800
correlated with the sampled area, requiring higher cm2 at the lowest one and 200 cm2 at the others. The
numbers in larger areas. minimum number of profiles and sampling points
corresponded to 8 and to 10 points in all the heights
Representative species above. Benedetti-Cecchi et al. (2000) observed the
Sampling effort sometimes targets a specific cirripede C. stellatus (Poli) with a scatter distribution
component of the community so the knowledge of the in the lower level of the intertidal zone. In the present
relative abundance and its variation is crucial to study Chthamalus spp. followed the same pattern,
determine the experimental design (Murray et al., which may have influenced the adoption of larger
2006). In the intertidal zone, the different sampling area at this height. At heights 4 and 5, the
environmental conditions along a narrow area smallest area reflects the absolute dominance of the
influence the species distribution and abundance, species, commonly recorded by several authors in the
reflecting different vertical assemblages. Thus, we upper intertidal zone (Benedetti-Cecchi et al., 2000;
chose to characterize the minimum sample size Coutinho & Zalmon, 2009).
considering also the most representative species at At height 6, which corresponds to the Supralitoral
different height levels of the studied intertidal Fringe (Masi et al., 2009a), the representative species
substrate. Littorina ziczac showed the necessity of the highest
At height 1 where the air exposure time is lower, quadrat sizes (800 cm2, 8 profiles and 80 points).
the most representative species Hypnea musciformis is According to Coutinho & Zalmon (2009), herbivorous
an abundant macroalgae in the coast of Rio de Janeiro gastropods are the most characteristic component in
(Sauer-Machado et al., 1996; Villaça et al., 2008). The this fringe. In the study area the species was not
appropriate sampling size corresponded to the smallest abundant with a maximum abundance of 5%, although
quadrat and number of points. Hypnea showed a it is representative of this height by its resistance to air
homogeneous distribution and covered about 100% in exposure and mobility. Judge et al. (2008) observed
most quadrats, which may have contributed for grazer gastropods occurring in the Supralitoral
smaller sizes. Rosso (1995) emphasized the frequently clustered in crevices, which provide a
importance of adopting a larger number of samples milder condition and a reduced stress by desiccation.
combined with smaller areas to study the distribution In this study, L. ziczac showed an irregular
of each organism. U. fasciata was also characterized distribution on the substrate, which possibly explains
as representative of the Infralitoral fringe site. Sauer- the larger sample sizes for the species.
Machado et al. (1996) registered Ulva sp. in lower In summary, the required sample area showed a
intertidal levels, considering the Chlorophyta direct relationship with the abundance and spatial
competitively inferior to H. musciformis. U. fasciata distribution of each species. Species with lower
showed an average abundance of about 20% at height abundance and patchy distribution required larger
1 and 35% at height 2, with the minimum quadrat size sampling areas, while those more abundant and more
corresponding to 400 cm2, 10-20 points and 8 profiles. evenly distributed corresponded to smaller areas.
9. Sample size study of benthic intertidal community 101
According to Andrew & Mapstone (1987), the size Valentin (Universidade Federal do Rio de Janeiro),
concept is related to the aggregation scale of Dr. Bernardo A. Perez da Gama (Universidade Federal
organisms. Benedetti-Cecchi et al. (1996) stated that Fluminense) and Dr. Jean-Christophe Joyeux
the sample size might vary according to the study (Universidade Federal do Espírito Santo) for the
goal, the complexity of the habitat and the spatial assistance on statistical analysis. To Laura Zoffoli for
distribution of the organisms. They found a high the Spanish review.
variation in the organism’s distribution among their
areas, also suggesting that the quadrat size was REFERENCES
generally related to the scale of aggregation.
Regarding the number of profiles, a minimum of 8 Andrew, N.L. & B.D. Mapstone. 1987. Sampling and
description of spatial pattern in marine ecology.
was required for the most representative species of the
Oceanogr. Mar. Biol. Annu. Rev., 25: 39-90.
substrate under study. The high number of profiles can
be attributed to the wave exposure, which reflects Apolinário, M., R. Coutinho & M.H. Baeta-Neves. 1999.
species associations on a patchy distribution (Masi & Periwinkle (Gastropoda: Littorinidae) habitat selec-
Zalmon, 2008). Parravicini et al. (2009) affirm that a tion and its impact upon microalgal populations. Rev.
Bras. Biol., 59(2): 211-218.
large number of replicates, 8 to 12, generally are
adopted in studies using the photoquadrat method. We Ballesteros, E. 1986. Métodos de análisis estructural em
indicate a higher number of profiles than the comunidades naturales, em particular del fitobentos.
maximum tested if greater accuracy and less error are Oecol. Aquat., 8: 117-1331.
required. Murray et al. (2006) found that the adoption Benedetti-Cecchi, L., L. Airold, M. Abbiati & F. Cinelli.
of a smaller error using the formula n = 4s2/L2 resulted 1996. Estimating the abundance of benthic
on a higher sample number. However, on the studied invertebrates: a comparison of procedures and varia-
substrate the sampling effort on more than 8 profiles is bility between observers. Mar. Ecol. Prog. Ser., 138:
logistically difficult due to the intense wave exposition 93-101.
and also to the extension of the breakwater (~30 m); Benedetti-Cecchi, L., S. Acunto, F. Bulleri & Cinelli.
they would be dependent sampling profiles. 2000. Population ecology of the barnacle Chthamalus
Considering the number of points in the quadrat, it stellatus in the northwest Mediterranean. Mar. Ecol.
was observed that 10-20 points proved to be enough Prog. Ser., 198: 157-170.
for the most representative species, with the Boudouresque, C.F. & T. Belsher. 1979. Le peuplement
exceptions of G. griffthsiae and L. ziczac, which are du Port-Vendres: recherches sur l’aire minimale
the rarest ones with irregular distributions, and qualitative. Cah. Biol. Mar., 20: 259-269.
reflected higher numbers than the others. Breves-Ramos, A., H.P. Lavrado, A.O.R. Junqueira &
The influence of the temporal variability must be S.H.G. Silva. 2005. Succession in rocky intertidal
considered. In a recent study Masi et al. (2009b) benthic communities in areas with different pollution
reported on the same breakwater that the seasonal levels at Guanabara Bay (Brazil). Braz. Arch. Biol.
variation of the benthic community was restricted to a Technol., 48: 951-965.
narrow intertidal band (1.0-1.2 m). So a temporal Bulleri, F. & M.G. Chapman. 2004. Intertidal
replicability on the sample size determination should assemblages on artificial and natural habitats in
be important at least on height 3. marinas on the northwest coast of Italy. Mar. Biol.,
145: 381-391.
The results show the importance of different
sample sizes for quadrat area, number of profiles and Coutinho, R. & I.R. Zalmon 2009. O bentos de costões
sampling points at different height levels in the rochosos. In: R.C. Pereira & A. Soares-Gomes (eds.).
intertidal zone to study the community structure and Biologia Marinha. Interciência, Rio de Janeiro,
pp.147-158.
each representative species. It is important to
emphasize that the adoption of any criteria depends on Gevertz, R. 1995. Em busca do conhecimento ecológico:
the objectives and the logistical feasibility. The time- uma introdução à metodologia. Editora Edgard
limited studies in the intertidal zone should also be Blucher Ltda, São Paulo, 128 pp.
considered without interfering with the accuracy and Hawkins, S.J. & R.G. Hartnoll. 1980. A study of small-
precision for the credibility of the results. scale relationship between species number and area
on a rocky shore. Estuar. Coast Shelf Sci., 10: 201-
214.
ACKNOWLEDGEMENTS
Judge, M.L., R. Duell. L. Burriesci & W. Moarsi. 2008.
To CAPES and FAPERJ (Brazilian Research Life in the supralittoral fringe: Microhabitat choice,
Foundations) for the financial support; Dr. Jean L. mobility and growth in the tropical perwinkle
10. 102 Lat. Am. J. Aquat. Res.
Cenchritis (= tectarius) muricatus (Linneaus, 1758). Omena E.P., C.C. Barreto, A.C.S. Brasil & I.R. Zalmon.
J. Exp. Mar. Biol. Ecol., 369(2): 148-154. 1995. Número ideal de amostras para o estudo da
Kingsford, M. & Battershill, C. 1998. Studying comunidade de incrustante da região da Urca, Baía de
temperate marine environments: a handbook for Guanabara, RJ. Acta Biol. Leopold., 17: 35-46.
ecologists. Canterbury University Press, Christ- Parravicini, V., C. Morri, G. Ciribilli, M. Montefalcone,
church, New Zealand, 335 pp. G. Albertelli & C.N. Bianchi. 2009. Size matters
Masi, B.P. & I.R. Zalmon. 2008. Zonação de more than method: visual quadrats vs photography in
comunidade bêntica do entremarés em molhes sob measuring human impact on Mediterranean rocky
diferente hidrodinamismo na costa norte do estado do reef communities. Estuar. Coast Shelf Sci., 81: 359-
Rio de Janeiro, Rev. Bras. Zool., 25(40): 662-673. 367.
Masi, B.P., I.M. Macedo & I.R. Zalmon. 2009a. Benthic Rosso, R. 1995. Dimensionamento amostral em estudos
community zonation in a breakwater on northern Rio descritivos de comunidades de organismos bênticos
de Janeiro. State, Brazil. Braz. Arch. Biol. Technol., sésseis e semi-sésseis. Oecol. Brasil., 1: 193-223.
52(3): 637-646. Sabino, C.M. & R. Villaça. 1999. Estudo comparativo de
Masi, B.P., I.M. Macedo & I.R. Zalmon. 2009b. Annual métodos de amostragem de costão. Rev. Bras. Biol.,
and spatial variation of intertidal benthic community 59(3): 407-419.
zonation in a breakwater off Rio de Janeiro coast, Sauer-Machado, K.R.S., A.R.O. Chapman & R.
southeastern Brazil. J. Mar. Biol. Assoc. U.K., 89(2): Coutinho. 1996. Consumer species have limited and
225-234. variable roles in community organization on a
Molinier, R. 1963. Cours de géobotanique. C.R.D.P. Ed., tropical intertidal shore. Mar. Ecol. Prog. Ser., 134:
Aix-en-Provence, 248 pp. 73-83.
Moysés, D.N., A.O.R. Junqueira, H.P. & S.H.G. Silva. Snedecor, G.W. & W.G. Cochran. 1989. Statistical
2007. Method for monitoring intertidal communities methods. Iowa State University Press, Iowa, 503 pp.
in a steep rocky shore: a combination of digital image Villaça, R., Y. Yoneshegue-Valentin & C.F.
technology and field operational strategy. Braz. J. Boudouresque. 2008. Estrutura da comunidade de
Oceanogr., 55: 19-27. macroalgas do infralitoral do lado exposto da Ilha de
Murray, N.S., R.F. Ambrose & M.N. Dethier. 2006. Cabo Frio (Arraial do Cabo, RJ). Oecol. Brasil.,
Monitoring rocky shores. University of California 12(2): 206-221.
Press, California, 220 pp. Vives, S. & M. Salicrú. 2005. Accuracy in the estimation
Oliveira-Filho, R.C. & E.M. Mayal. 1976. Seasonal of quantitative minimal area from the diversity/area
distribution of intertidal organisms at Ubatuba, São curve. Math. Biosci., 195: 65-75.
Paulo (Brazil). Rev. Bras. Biol., 36: 305-316. Weinberg, S. 1978. The minimal area problem in
invertebrate communities of Mediterranean rocky
substrata. Mar. Biol., 49: 33-40.
Received: 12 May 2010; Accepted: 23 December 2010