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Diving behaviour and activity patterns of the invasive American mink, Neovison visonBagniewska, Joanna Maria January 2012 (has links)
Semi-aquatic mammals have evolved to forage in both aquatic and terrestrial environments, and they generally lack locomotor specialisation for either. Having relatively unspecialised adaptations, some semi-aquatic species are generalist foragers, and their activity and diving patterns provide insight into constraints on their foraging behaviour. The recent miniaturisation and improved accuracy of logging devices allow remote data collection from small (<1kg), shallow-diving species. The development of analytical methods has lagged behind technological advances (and techniques developed for fully aquatic animals do not account for the variability of behaviour typical of semi-aquatic animals and their switching between terrestrial and aquatic environments). I applied and developed novel analytical techniques to identify activities and diving patterns of a semi-aquatic mustelid, the American mink (Neovison vison), fitted with Time-Depth Recorders (TDRs). Using a hidden Markov model (HMM) algorithm allowed me to classify dives into three states to identify clustering, and describe sequential diving patterns by mink. TDRs were used to determine active/inactive periods on the basis of rapid TDR temperature changes, and this method was validated empirically. Having developed this methodology, I applied it to 18 datasets collected from 14 mink in lowland England. Terrestrial activity of mink was positively related to ambient temperature (across both sexes), however aquatic activity, especially diving, appeared to be more influenced by daylight than by temperature. Mink showed intersexual differences, with males being more nocturnal and more active on land, and females more diurnal, and more persistent in diving. There was considerable variability between sexes and individuals. This is the first study to use HMM to classify the dives of a semi-aquatic animal, and the first to use TDR temperature records to identify mammalian activity patterns. These methods will be generally applicable to animals that make rapid transitions between environments and have thus far been difficult to study.
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An Inventory Of Medium And Large Mammal Fauna In Pine Forests Of Beypazari Through Camera TrappingMengulluoglu, Deniz 01 October 2010 (has links) (PDF)
Information about large mammals in Turkey usually does not go further than species lists or annual counts of particular species such as the wild goat. Camera trapping is a very useful technique to overcome this deficiency by gathering information about species presence, numbers, habitat use and behavior. Hence, a one year long camera trap study was conducted to demonstrate the diversity, activity, distribution patterns, habitat preferences and interspecific interactions of medium and large mammals in a 148 km2 large pine woodland near Ankara. Brown bear (Ursus arctos), wolf (Canis lupus), Eurasian lynx (Lynx lynx), golden jackal (Canis aureus), jungle cat (Felis chaus), red fox (Vulpes vulpes), Eurasian badger (Meles meles), stone marten (Martes foina), red deer (Cervus elaphus), wild boar (Sus scrofa), brown hare (Lepus europaeus), Caucasian squirrel (Sciurus anomalus) and southern white-breasted hedgehog (Erinaceus concolor) were the 13 mammal species captured during the study.
Spatial segregation was observed among canid species indicating intraguild competition and competitive exclusion. Prey-predator interactions were documented at both spatial and temporal scales between wolves, deer and wild boars. Red deer showed seasonal and sex differences in activity patterns that appeared to be influenced by wolf predation risk.
The presence of two felids unknown to the local people were revealed by camera trapping, showing the utility of this technique for such secretive and rare species. However, the low encounter rates for particular species such as lynx, brown bear and jungle cat indicated the importance of the length of study.
Based on various evidence, resident adult population sizes were estimated for wolf (2-5), Eurasian lynx (2-4), brown bear (0-2) and jungle cat (2-3). The study showed that lynx can exist in high densities in a relatively small area when prey species are abundant.
This study area hosted a rich mammal fauna in spite of human activities such as livestock grazing, logging and hunting. A relatively intact ecosystem, high altitudinal and habitat diversity, and a positive attitude of local people are believed to be the reasons of this observed high diversity.
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Ecologia de Tropidurus torquatus (Wied, 1820) (Squamata, Tropiduridae) no Costão de Itacoatiara, Parque Estadual da Serra da Tiririca, municípios de Niterói e Maricá, RJ / Ecology of Tropidurus torquatus (Wied, 1820) (Squamata, Tropiduridae) no Costão de Itacoatiara, Parque Estadual da Serra da Tiririca, municípios de Niterói e Maricá, RJFernanda Cascaes Gonçalves e Cunha 06 September 2012 (has links)
O lagarto Tropidurus torquatus (Wied, 1820) possui ampla distribuição
geográfica e é encontrado em abundância nas áreas onde ocorre, sendo
considerada uma espécie apropriada para estudos ecológicos. No presente estudo
nós analisamos o período de atividade, o uso do microhabitat, a intensidade de
forrageamento, a dieta e a ecologia térmica de uma população de T. torquatus do
Costão de Itacoatiara, no Parque Estadual da Serra da Tiririca, situado nos
municípios de Niterói e Maricá, RJ. Os dados foram coletados em dois períodos:
entre julho de 2004 e janeiro de 2008 para estudo do período de atividade, uso do
microhabitat e intensidade de forrageamento, e entre julho e agosto de 2010 para
estudo da ecologia térmica e dieta. Todos os indivíduos coletados eram adultos,
com comprimento rostro-cloacal médio de 66,2 12,0mm para machos (n = 11) e
64,1 8,0mm para fêmeas (n = 03). O período de atividade de T. torquatus no
Costão de Itacoatiara durou de 12 a 14 horas. Teve um padrão unimodal na estação
seca, com pico de atividade entre 09:00h e 13:00h, durante as horas mais quentes
do dia. Na estação chuvosa o padrão de atividade foi bimodal, com um pico entre
8:00h e 9:00h e outro entre 16:00h e 17:00h, ambos associados aos horários de
temperaturas ambientais mais amenas. O período de atividade não diferiu entre as
estações, o que pode ser explicado pelo extenso pico de atividade dos lagartos na
estação seca. Os microhabitats mais utilizados foram o substrato rochoso do Costão
e a bromélia, refletindo a disponibilidade destes na área. A intensidade de
forrageamento não diferiu sazonalmente e o tempo médio que os lagartos ficaram
parados foi maior do que o tempo médio em deslocamento. A dieta foi onívora e
esteve composta por artrópodes, principalmente insetos, e material vegetal,
principalmente frutos. Os principais insetos consumidos foram Formicidae,
Coleoptera e Hymenoptera não-Formicidae como pequenas vespas e abelhas. Os
frutos, as sementes e as flores consumidos pertenciam às cactáceas Rhipsalis
cereoides e Coleocephalocereus fluminensis, para as quais T. torquatus pode ser
um potencial agente dispersor de sementes na área. Lagartos maiores consumiram itens maiores, mas em menor número, indicando um balanço energético positivo. O
consumo de material vegetal variou de acordo com o tamanho dos lagartos,
aumentando sua proporção nos indivíduos mais velhos. A temperatura média em
atividade de T. torquatus foi de 34,3 2,5C, estando na faixa de temperatura
corpórea média encontrada para outras populações e para outros Tropidurus. O
substrato foi a fonte de calor ambiental com maior importância relativa para a
termorregulação dos lagartos durante a estação seca, explicando cerca de 48% da
variação na temperatura corpórea da população. Os lagartos termorregularam de
forma passiva, principalmente em relação à temperatura do substrato. / The lizard Tropidurus torquatus (Wied, 1820) has a wide geographical
distribution and is abundant within its area of occurrence, thus making it a suitable
species for ecological studies. In the present study we analysed the activity period,
microhabitat use, foraging intensity, diet and thermal ecology of a T. torquatus
population in Costão de Itacoatiara, State Park of Serra da Tiririca, situated in the
municipalities of Niterói and Maricá, RJ. Data were collected in two steps: between
July 2004 and January 2008 for the activity period, microhabitat use and foraging
intensity studies and between July and August 2010 for diet and thermal ecology
studies. All specimens collected were adults, with snout-vent length = 66,2
12,0mm for males (n = 11) and 64,1 8,0mm for females (n = 3). The activity period
of T. torquatus in Costão de Itacoatiara was between 12 and 14 hours. In the dry
season it had a unimodal pattern, with a peak between 09:00 and 13:00h, during the
hottest hours of the day. In the rainy season the pattern was bimodal, with a peak
between 8:00 and 9:00h and another between 16:00 and 17:00h. Both periods were
associated with lower temperatures. There was no significant difference in activity
period between seasons, which can be explained by the intense lizard activity period
in dry season. The most used microhabitats were rock and bromeliads, which reflects
the wide availability of these microhabitats in the study area. Foraging intensity
showed no seasonal differences and the mean time that lizards were stationary was
higher than the mean time lizards were moving. Diet was omnivorous and composed
of arthropods, mainly insects, and vegetable matter, mainly fruits. The most
consumed insects were Formicidae, Coleoptera, and other Hymenoptera such as
small wasps and bees. Fruits, seeds and flowers consumed belonged to the
Cactaceae Rhipsalis cereoides and Coleocephalocereus fluminensis, for which T.
torquatus seems to be a potential seed dispersor. Larger lizards consumed larger
items, but in smaller numbers, indicating a positive energetic balance. The
consumption of vegetable matter varied with lizard size, increasing its proportion in
older individuals. The mean activity temperature was 34.3 2.5C, which was inside
the range of mean temperature registered for other populations and Tropidurus
species. Substrate was the most important environmental heat source for lizard
thermoregulation along the dry season, explaining about 48% of the variation in lizard
body temperature. The T. torquatus population was predominantly thermoconformer,
mainly in relation to the substrate temperature.
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Ecologia de Tropidurus torquatus (Wied, 1820) (Squamata, Tropiduridae) no Costão de Itacoatiara, Parque Estadual da Serra da Tiririca, municípios de Niterói e Maricá, RJ / Ecology of Tropidurus torquatus (Wied, 1820) (Squamata, Tropiduridae) no Costão de Itacoatiara, Parque Estadual da Serra da Tiririca, municípios de Niterói e Maricá, RJFernanda Cascaes Gonçalves e Cunha 06 September 2012 (has links)
O lagarto Tropidurus torquatus (Wied, 1820) possui ampla distribuição
geográfica e é encontrado em abundância nas áreas onde ocorre, sendo
considerada uma espécie apropriada para estudos ecológicos. No presente estudo
nós analisamos o período de atividade, o uso do microhabitat, a intensidade de
forrageamento, a dieta e a ecologia térmica de uma população de T. torquatus do
Costão de Itacoatiara, no Parque Estadual da Serra da Tiririca, situado nos
municípios de Niterói e Maricá, RJ. Os dados foram coletados em dois períodos:
entre julho de 2004 e janeiro de 2008 para estudo do período de atividade, uso do
microhabitat e intensidade de forrageamento, e entre julho e agosto de 2010 para
estudo da ecologia térmica e dieta. Todos os indivíduos coletados eram adultos,
com comprimento rostro-cloacal médio de 66,2 12,0mm para machos (n = 11) e
64,1 8,0mm para fêmeas (n = 03). O período de atividade de T. torquatus no
Costão de Itacoatiara durou de 12 a 14 horas. Teve um padrão unimodal na estação
seca, com pico de atividade entre 09:00h e 13:00h, durante as horas mais quentes
do dia. Na estação chuvosa o padrão de atividade foi bimodal, com um pico entre
8:00h e 9:00h e outro entre 16:00h e 17:00h, ambos associados aos horários de
temperaturas ambientais mais amenas. O período de atividade não diferiu entre as
estações, o que pode ser explicado pelo extenso pico de atividade dos lagartos na
estação seca. Os microhabitats mais utilizados foram o substrato rochoso do Costão
e a bromélia, refletindo a disponibilidade destes na área. A intensidade de
forrageamento não diferiu sazonalmente e o tempo médio que os lagartos ficaram
parados foi maior do que o tempo médio em deslocamento. A dieta foi onívora e
esteve composta por artrópodes, principalmente insetos, e material vegetal,
principalmente frutos. Os principais insetos consumidos foram Formicidae,
Coleoptera e Hymenoptera não-Formicidae como pequenas vespas e abelhas. Os
frutos, as sementes e as flores consumidos pertenciam às cactáceas Rhipsalis
cereoides e Coleocephalocereus fluminensis, para as quais T. torquatus pode ser
um potencial agente dispersor de sementes na área. Lagartos maiores consumiram itens maiores, mas em menor número, indicando um balanço energético positivo. O
consumo de material vegetal variou de acordo com o tamanho dos lagartos,
aumentando sua proporção nos indivíduos mais velhos. A temperatura média em
atividade de T. torquatus foi de 34,3 2,5C, estando na faixa de temperatura
corpórea média encontrada para outras populações e para outros Tropidurus. O
substrato foi a fonte de calor ambiental com maior importância relativa para a
termorregulação dos lagartos durante a estação seca, explicando cerca de 48% da
variação na temperatura corpórea da população. Os lagartos termorregularam de
forma passiva, principalmente em relação à temperatura do substrato. / The lizard Tropidurus torquatus (Wied, 1820) has a wide geographical
distribution and is abundant within its area of occurrence, thus making it a suitable
species for ecological studies. In the present study we analysed the activity period,
microhabitat use, foraging intensity, diet and thermal ecology of a T. torquatus
population in Costão de Itacoatiara, State Park of Serra da Tiririca, situated in the
municipalities of Niterói and Maricá, RJ. Data were collected in two steps: between
July 2004 and January 2008 for the activity period, microhabitat use and foraging
intensity studies and between July and August 2010 for diet and thermal ecology
studies. All specimens collected were adults, with snout-vent length = 66,2
12,0mm for males (n = 11) and 64,1 8,0mm for females (n = 3). The activity period
of T. torquatus in Costão de Itacoatiara was between 12 and 14 hours. In the dry
season it had a unimodal pattern, with a peak between 09:00 and 13:00h, during the
hottest hours of the day. In the rainy season the pattern was bimodal, with a peak
between 8:00 and 9:00h and another between 16:00 and 17:00h. Both periods were
associated with lower temperatures. There was no significant difference in activity
period between seasons, which can be explained by the intense lizard activity period
in dry season. The most used microhabitats were rock and bromeliads, which reflects
the wide availability of these microhabitats in the study area. Foraging intensity
showed no seasonal differences and the mean time that lizards were stationary was
higher than the mean time lizards were moving. Diet was omnivorous and composed
of arthropods, mainly insects, and vegetable matter, mainly fruits. The most
consumed insects were Formicidae, Coleoptera, and other Hymenoptera such as
small wasps and bees. Fruits, seeds and flowers consumed belonged to the
Cactaceae Rhipsalis cereoides and Coleocephalocereus fluminensis, for which T.
torquatus seems to be a potential seed dispersor. Larger lizards consumed larger
items, but in smaller numbers, indicating a positive energetic balance. The
consumption of vegetable matter varied with lizard size, increasing its proportion in
older individuals. The mean activity temperature was 34.3 2.5C, which was inside
the range of mean temperature registered for other populations and Tropidurus
species. Substrate was the most important environmental heat source for lizard
thermoregulation along the dry season, explaining about 48% of the variation in lizard
body temperature. The T. torquatus population was predominantly thermoconformer,
mainly in relation to the substrate temperature.
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The Contribution of Couple Leisure Involvement, Leisure Time and Leisure Satisfaction to Marital SatisfactionJohnson, Heather Ann 28 July 2005 (has links) (PDF)
The purpose of this study was to further clarify the relationship between couple leisure patterns and marital satisfaction by examining the contribution of joint couple leisure involvement, leisure time, and leisure satisfaction to couples' satisfaction with married life. The sample consisted of 48 married couples (N = 96). The Marital Activity Profile (MAP), a modified version of the Family Leisure Activity Profile (FLAP) was used to determine couple leisure involvement in core and balance leisure activities and leisure satisfaction. The Satisfaction With Married Life (SWML), a modified version of the Satisfaction With Life Scale (SWLS) was used to measure marital satisfaction. Blocked multiple regression analyses indicated a positive relationship between satisfaction with couple leisure and marital satisfaction, specifically satisfaction with core leisure activity patterns. Implications and recommendations for further research are discussed.
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Pygmy Rabbit (Brachylagus idahoensis) Habitat Use, Activity Patterns and Conservation in Relationship to Habitat TreatmentsLee, Janet E. 27 June 2008 (has links) (PDF)
This study examined activity patterns and habitat use of pygmy rabbits (Brachylagus idahoensis) in mechanically treated and untreated areas in south-central Utah 2005-2008. We monitored fecal pellet plots in continuous sagebrush habitat as well as along treatment edges to record deposition and leporid presence over timed periods. Pygmy rabbit use of big sagebrush was higher than black-tailed jackrabbits (Lepus californicus) and mountain cottontail rabbits (Sylvilagus nuttallii ) (P< 0.01) relative to treated areas (P <0.01). We also compared pygmy rabbit use of areas with continuous sagebrush to residual sagebrush in a sample of mechanically treated areas. Our results suggest a treatment effect with higher (P <0.01) average counts of pygmy rabbit pellets in areas with continuous sagebrush compared to sagebrush strips and islands within treated areas. Before the big sagebrush biotype inhabited by pygmy rabbits is treated to reduce the occurrence and dominance of big sagebrush, we recommend managers consider two options. The first is no treatment, thus preserving, as is, the critical habitat of the pygmy rabbit and other sympatric big sagebrush obligate species of wildlife. The second option cautiously introduces the first prescription of habitat treatment ever recommended in relationship to the pygmy rabbit. This prescription includes recommended widths of the treated areas, seed mixes, widths of the preserved intact big sagebrush habitat for pygmy rabbits as well as suggested grazing systems for domestic livestock. Activity patterns of pygmy rabbits at their burrow were documented through the use of remote cameras. Photographs were analyzed for temporal and seasonal patterns of activity. Our results suggested that time of day was important in the activity level of pygmy rabbits while season was not. Pygmy rabbits were active during all time periods of the day but the greatest levels of activity occurred at night. Numerous other wildlife species were recorded by our remote cameras including other species of leporids, birds, rodents, reptiles and terrestrial predators.
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A Histomorphometric Analysis of Muscular Insertion Regions: Understanding Enthesis EtiologySchlecht, Stephen Harold 18 June 2012 (has links)
No description available.
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Developing a methodology for monitoring personal exposure to particulate matter in a variety of microenvironmentsSteinle, Susanne January 2014 (has links)
Adverse health effects from exposure to air pollution, although at present only partly understood, are a global challenge and of widespread concern. Quantifying human exposure to air pollutants is challenging, as ambient concentrations of air pollutants at potentially harmful levels are ubiquitous and subject to high spatial and temporal variability. At the same time, individuals have their very own unique activity-patterns. Hence exposure results from intertwined relationships between environmental and human systems add complexity to the assessment process. It is essential to develop a deeper understanding of individual exposure pathways and situations occurring in people’s everyday lives. This is important especially with regard to exposure and health impact assessment which provide the basis for public health advice and policy development. This thesis describes the development and application of a personal monitoring method to assess exposure to fine particulate matter in a variety of microenvironments. Tools and methods applied are tested with respect to feasibility, intrusiveness, performance and potential for future applications. The development of the method focuses on the application in everyday environments and situations in an attempt to capture as much of the total exposure as possible, across a complete set of microenvironments. Seventeen volunteers took part in the pilot study, collected data and provided feedback on methodology and tools applied. The low-cost particle counter applied showed good agreement with reference instruments when studied in two different environments. Based on the assessment of the two instruments functions to derive particle mass concentration from the original particle number counts have been defined. The application of the devices and tools received positive feedback from the volunteers. Limitations are mainly related to the non-weatherproof design of the particle counter. The collection of time-activity patterns with GPS and time-activity diaries is challenging and requires careful processing. Resulting personal exposure profiles highlight the influence of individual activities and contextual factors. Highest concentrations were measured in indoor environments where people also spent the majority of time. Differences between transport modes as well as between urban and rural areas were identified.
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Objectively measured physical activity in three-year-old children : Associations with BMI, gender and parental socioeconomic statusBergqvist, Linnea January 2017 (has links)
Abstract Aim The aim of this study was to describe levels and patterns of three-year-old children´s physical activity. Furthermore, to investigate if there were any weight status-, gender- and parental SES differences in three-year-old children’s physical activity levels, using objective and subjective measurements from Early Stockholm Obesity Prevention Project (Early STOPP). Methods Data from 93 children, three years of age, included in the Early STOPP study was used. Children wore an actigraph GT3X+ accelerometer for at least four consecutive days including one weekend day. Average activity in counts per minute (CPM), time spent in sedentary, light PA and moderate to vigorous physical activity (MVPA) was assessed (5 s epoch) and used to examine differences between gender, weight status (ISOBMI according to Cole et al) and socioeconomic status (SES). For this reason an index measuring SES was created using subjective data; parental reported information on living conditions and background characteristics, from the Early STOPP study. Differences between weekdays and weekend days was also examined. Results The result showed neither any differences in PA between gender nor weight status and no differences between SES-groups. There was a difference in PA levels between weekdays and weekend days and a difference in PA between housing types. The children spent more time being active on weekdays and children living in apartments were more active than children living in villas. Children spent approximately 67% of their time being sedentary and an average of 12,5 minutes in MVPA. Conclusion The study concludes that PA-levels in children three years of age are low. There was a difference between housings, suggesting that parents/guardians play an important role in young children’s PA. However more research is needed to fully understand the PA-behavior of young children and their parents. The absence of PA differences between genders implies that gender differences later in childhood is an effect of social structures rather than innate differences. Objectively measured PA on children at this age is rare and therefore this study contributes to the knowledge regarding young children’s PA-behavior. Furthermore there is also a need to establish agreed upon definitions for SES and of thresholds to use when examining PA with accelerometer. / Sammanfattning Syfte Syftet med denna studie var att beskriva tre år gamla barns fysiska aktivitetsmönster och nivåer. Samt att undersöka om det fanns några skillnader i fysisk aktivitet (FA) beroende på viktstatus, kön och socioekonomisk tillhörighet genom objektiva och subjektiva mått från Early Stockholm Obesity Prevention Project (Early STOPP). Metod Data från 93 treåriga barn inkluderade I Early STOPP studien användes. Barnen använde en Actigraph GT3X+ rörelsemätare under minst fyra sammanhängande dagar med minst en helgdag. Genomsnittlig FA i slag per minut (CPM), tid i stillasittande, lätt aktivitet samt måttlig till kraftig fysisk aktivitet (MVPA) bedömdes (5 s intervaller) och användes för att undersöka om det fanns skillnader mellan kön, viktstatus (ISOBMI enligt Cole et al) samt socioekonomisk status (SES). Av denna anledning skapades ett index för SES med hjälp av subjektiva data; föräldrarapporterad information kring bakgrund och levnadsförhållanden från Early STOPP-studien. Även skillnader i FA mellan vardagar och helger undersöktes. Resultat Resultaten visade inga skillnader i FA mellan könen, viktstatus eller socioekonomisk tillhörighet. Det fanns däremot en skillnad mellan veckodagar och helger samt mellan boendeformer. Barnen var mer aktiva under veckodagarna och barnen boende i lägenhet var mer aktiva än barnen boende i villa. Ca 67 % av tiden spenderades i stillasittande och ungefär 12,5 min per dag spenderades i MVPA. Slutsats Studien drar slutsatsen att aktivitetsnivån hos tre år gamla barn är låg. Det fanns en skillnad i FA mellan boendeformer vilket indikerar att föräldrar/vårdnadshavare spelar en viktig roll för små barns aktivitet. Dock behövs mer forskning för att till fullo förstå barn och föräldrars aktivitetsmönster och hur dessa samvarierar. Avsaknaden av skillnader i FA mellan könen indikerar att könsskillnader senare i barndomen är en effekt av sociala strukturer snarare än medfödda skillnader. Objektivt uppmätt fysisk aktivitet hos barn i den här åldern är ovanligt och därför bidrar denna studie med kunskap kring små barns FA. Avslutningsvis drar denna studie slutsatsen att det finns ett behov av internationella bestämmelser kring definitioner av SES och av tröskelvärden att använda när FA mäts med accelerometri.
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Padrões de atividades de residentes de Paraisópolis: análise de dados de múltiplos dias coletados com smartphones. / Activity patterns of residents of Paraisópolis: analysis of multiple days of data collected with smartphones.Pizzol, Bruna 29 June 2018 (has links)
Esse trabalho propõe articular dois eixos principais de análise: investigar os padrões de atividades de 105 residentes de Paraisópolis, segunda maior favela de São Paulo, e avaliar o processo de coleta e processamento de dados de múltiplos dias obtidos a partir de um aplicativo instalado nos smartphones. Os dados foram obtidos por meio de uma entrevista domiciliar realizada em campo e pela coleta de dados de localização de GPS a cada cinco minutos, pelo período de uma semana. A partir dos dados de localização, foram identificadas atividades e locais de interesse para cada indivíduo. As atividades foram classificadas em seis categorias, usadas para descrever os padrões de atividades dos moradores. Uma segunda rodada de classificação agrupou os indivíduos que apresentavam padrões semanais de atividades semelhantes, em sete grupos distintos. A composição de cada grupo de indivíduos foi investigada segundo as características socioeconômicas das pessoas que os formavam, permitindo avaliar se os grupos com comportamento de atividades similar apresentavam também homogeneidade no que diz respeito ao gênero, idade, renda, ocupação, nível de escolaridade, entre outros atributos. Os resultados indicam que entre os sete grupos de indivíduos identificados, dois grupos realizam a maior parte de suas atividades na residência; outros dois grupos possuem uma atividade principal dentro de Paraisópolis, sendo que um deles apresenta padrão mais regular e o outro, padrão mais variado; e outros três grupos apresentam uma atividade principal fora de Paraisópolis, sendo o primeiro com padrão mais regular, o segundo com padrão mais variado e um terceiro grupo com padrão muito variado e ativo, com alto número de atividades realizadas no período. Destaca-se o fato de que entre todos os indivíduos, 56% foram classificados em grupos de comportamento variado, apontando para a necessidade de considerar outros tipos de padrões de atividades nos processos de modelagem de transportes, além dos padrões regulares tipicamente considerados, como casa-trabalho. / This dissertation explores two main lines of research: to investigate the activity patterns of 105 residents of the Paraisópolis, second largest slum of São Paulo, using data collected over multiple days using smartphones. Data was collected with a home interview and tracking GPS location every 5 minutes for one week. Based on location data, individual stays and points of interest we inferred. Based on their characteristics, stays were clustered into 6 classes, later used to describe individuals\' weekly activity patterns. Individuals were then clustered into 7 categories, based on similarity of their activity patterns. Each group of individuals was then investigated regarding its socioeconomic and demographic composition, to verify if similarity of behavior was associated with homogeneity concerning gender, age, income, occupation, level of education, among other attributes. Results suggest that among the seven clusters of individuals, two of them conduct most of their activities at home; individuals of other two groups seem to have a main frequent regular activity outside their home but within the area of Paraisópolis, one with greater diversity of activities than the other; finally, individuals of the three remaining groups participate in a frequent regular activity outside Paraisópolis, differing among themselves concerning variability and number of other activities conducted during one week. It should be highlighted that 56% of the people in the sample was classified in groups with diversified behavior, indicating the need to consider other activity patterns beyond the more usual simple commute considered in modelling efforts.
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