Weather Effects on the Patterns of People's Everyday Activities: A Study Using GPS Traces of Mobile Phone Users

This study explores the effects that the weather has on people''s everyday activity patterns. Temperature, rainfall, and wind speed were used as weather parameters. People''s daily activity patterns were inferred, such as place visited, the time this took place, the duration of the visit, based on the GPS location traces of their mobile phones overlaid upon Yellow Pages information. Our analysis of 31,855 mobile phone users allowed us to infer that people were more likely to stay longer at eateries or food outlets, and (to a lesser degree) at retail or shopping areas when the weather is very cold or when conditions are calm (non-windy). When compared to people''s regular activity patterns, certain weather conditions affected people''s movements and activities noticeably at different times of the day. On cold days, people''s activities were found to be more diverse especially after 10AM, showing greatest variations between 2PM and 6PM. A similar trend is observed between 10AM and midnight on rainy days, with people''s activities found to be most diverse on days with heaviest rainfalls or on days when the wind speed was stronger than 4 km/h, especially between 10AM–1AM. Finally, we observed that different geographical areas of a large metropolis were impacted differently by the weather. Using data of urban infrastructure to characterize areas, we found strong correlations between weather conditions upon people''s accessibility to trains. This study sheds new light on the influence of weather conditions on human behavior, in particular the choice of daily activities and how mobile phone data can be used to investigate the influence of environmental factors on urban dynamics.     

Multidimensional Human Dynamics in Mobile Phone Communications

In today''s technology-assisted society, social interactions may be expressed through a variety of techno-communication channels, including online social networks, email and mobile phones (calls, text messages). Consequently, a clear grasp of human behavior through the diverse communication media is considered a key factor in understanding the formation of the today''s information society. So far, all previous research on user communication behavior has focused on a sole communication activity. In this paper we move forward another step on this research path by performing a multidimensional study of human sociality as an expression of the use of mobile phones. The paper focuses on user temporal communication behavior in the interplay between the two complementary communication media, text messages and phone calls, that represent the bi-dimensional scenario of analysis. Our study provides a theoretical framework for analyzing multidimensional bursts as the most general burst category, that includes one-dimensional bursts as the simplest case, and offers empirical evidence of their nature by following the combined phone call/text message communication patterns of approximately one million people over three-month period. This quantitative approach enables the design of a generative model rooted in the three most significant features of the multidimensional burst - the number of dimensions, prevalence and interleaving degree - able to reproduce the main media usage attitude. The other findings of the paper include a novel multidimensional burst detection algorithm and an insight analysis of the human media selection process.     

Daily Rhythms in Mobile Telephone Communication

Circadian rhythms are known to be important drivers of human activity and the recent availability of electronic records of human behaviour has provided fine-grained data of temporal patterns of activity on a large scale. Further, questionnaire studies have identified important individual differences in circadian rhythms, with people broadly categorised into morning-like or evening-like individuals. However, little is known about the social aspects of these circadian rhythms, or how they vary across individuals. In this study we use a unique 18-month dataset that combines mobile phone calls and questionnaire data to examine individual differences in the daily rhythms of mobile phone activity. We demonstrate clear individual differences in daily patterns of phone calls, and show that these individual differences are persistent despite a high degree of turnover in the individuals’ social networks. Further, women’s calls were longer than men’s calls, especially during the evening and at night, and these calls were typically focused on a small number of emotionally intense relationships. These results demonstrate that individual differences in circadian rhythms are not just related to broad patterns of morningness and eveningness, but have a strong social component, in directing phone calls to specific individuals at specific times of day.     

Socio-geography of human mobility: a study using longitudinal mobile phone data

A relationship between people's mobility and their social networks is presented based on an analysis of calling and mobility traces for one year of anonymized call detail records of over one million mobile phone users in Portugal. We find that about 80% of places visited are within just 20 km of their nearest (geographical) social ties' locations. This figure rises to 90% at a 'geo-social radius' of 45 km. In terms of their travel scope, people are geographically closer to their weak ties than strong ties. Specifically, they are 15% more likely to be at some distance away from their weak ties than strong ties. The likelihood of being at some distance from social ties increases with the population density, and the rates of increase are higher for shorter geo-social radii. In addition, we find that area population density is indicative of geo-social radius where denser areas imply shorter radii. For example, in urban areas such as Lisbon and Porto, the geo-social radius is approximately 7 km and this increases to approximately 15 km for less densely populated areas such as Parades and Santa Maria da Feira.     

Mobile phone ownership and use among school children in three Hungarian cities

In spite of rapid worldwide increase in mobile phone use and public concerns about associated potential health effects, little is known about patterns of mobile phone ownership and use in the general population and among children. In April 2005, we conducted a survey of mobile phone ownership and use among fourth grade school children in three Hungarian cities. From 24 schools, 1301 student filled out a short, self-administered questionnaire on basic demographics, mobile phone ownership, pattern of mobile phone use, and after-school activities. Overall, 989 students (76%) owned a mobile phone. Three hundred thirteen students (24%) used a mobile phone daily to make phone calls, and an additional 427 students (33%) used mobile phones for phone calls at least several times per week. Sixty-six students (5%) sent text messages daily and an additional 308 students (24%) sent text messages at least several times per week. Girls, children with no siblings, children who were members of a sport club, and children who played computer games daily were more likely to own and use mobile phones regularly. A higher number of socially disadvantaged children in a class predicted lower likelihood of regular mobile phone use among children. Our results suggest that mobile phone ownership and regular use is highly prevalent among school children in Hungary. Due to rapid changes in ownership patterns follow up surveys will be required to obtain information on temporal trends and changes in mobile phone ownership and pattern of use among school children.     

The function of food-associated calls in white-faced capuchin monkeys, Cebus capucinus, from the perspective of the signaller

In many species, call recipients respond to food-associated calls by approaching the signaller. For this reason, most studies of food-associated calls focus on the benefits to a signaller of attracting a particular audience to a food source. Although call recipients respond as if they have been informed about the location of a food source, it is not necessarily the case that the primary function of food-associated calls is to inform others. I combined naturalistic observations and food placement experiments to investigate the environmental and social influences on call production in white-faced capuchin monkeys to assess other possible functions of food-associated calls. Individuals did not call under the circumstances predicted by an information-sharing hypothesis. The quantity of food and the age-sex composition of the audience did not influence call production, but food type did. Individuals produced more food-associated calls when they discovered fruit compared with insects or eggs. Results of observations of social interactions after food discovery indicated another possible function of food-associated calls. Individuals who called when they discovered food were less likely to be approached by others who were in visual contact than individuals who remained silent. Individuals who did not call when they discovered food were more likely to call subsequently if a higher-ranking, as opposed to a lower-ranking, animal approached them. Furthermore, individuals who called when approached by higher-ranking animals were less likely to receive aggression than individuals who did not call. Therefore, food-associated calls may function to announce food ownership, thereby decreasing aggression from other individuals.     

Mobile telephone use is associated with changes in cognitive function in young adolescents

As part of the Mobile Radiofrequency Phone Exposed Users' Study (MoRPhEUS), a cross‐sectional epidemiological study examined cognitive function in secondary school students. We recruited 317, 7th grade students (144 boys, 173 girls, median age 13 years) from 20 schools around Melbourne, Australia. Participants completed an exposure questionnaire based on the Interphone study, a computerised cognitive test battery, and the Stroop colour‐word test. The principal exposure metric was the total number of reported mobile phone voice calls per week. Linear regression models were fitted to cognitive test response times and accuracies. Age, gender, ethnicity, socio‐economic status and handedness were fitted as covariates and standard errors were adjusted for clustering by school. The accuracy of working memory was poorer, reaction time for a simple learning task shorter, associative learning response time shorter and accuracy poorer in children reporting more mobile phone voice calls. There were no significant relationships between exposure and signal detection, movement monitoring or estimation. The completion time for Stroop word naming tasks was longer for those reporting more mobile phone voice calls. The findings were similar for total short message service (SMS, also known as text) messages per week, suggesting these cognitive changes were unlikely due to radiofrequency (RF) exposure. Overall, mobile phone use was associated with faster and less accurate responding to higher level cognitive tasks. These behaviours may have been learned through frequent use of a mobile phone. Bioelectromagnetics 30:678–686, 2009. © 2009 Wiley‐Liss, Inc.     

Individual Distinctiveness in Call Types of Wild Western Female Gorillas

Individually distinct vocalizations play an important role in animal communication, allowing call recipients to respond differentially based on caller identity. However, which of the many calls in a species'' repertoire should have more acoustic variability and be more recognizable is less apparent. One proposed hypothesis is that calls used over long distances should be more distinct because visual cues are not available to identify the caller. An alternative hypothesis proposes that close calls should be more recognizable because of their importance in social interactions. To examine which hypothesis garners more support, the acoustic variation and individual distinctiveness of eight call types of six wild western gorilla (Gorilla gorilla) females were investigated. Acoustic recordings of gorilla calls were collected at the Mondika Research Center (Republic of Congo). Acoustic variability was high in all gorilla calls. Similar high inter-individual variation and potential for identity coding (PIC) was found for all call types. Discriminant function analyses confirmed that all call types were individually distinct (although for call types with lowest sample size - hum, grumble and scream - this result cannot be generalized), suggesting that neither the distance at which communication occurs nor the call social function alone can explain the evolution of identity signaling in western gorilla communication.     

Weather conditions determine attenuation and speed of sound: Environmental limitations for monitoring and analyzing bat echolocation

Echolocating bats are regularly studied to investigate auditory‐guided behaviors and as important bioindicators. Bioacoustic monitoring methods based on echolocation calls are increasingly used for risk assessment and to ultimately inform conservation strategies for bats. As echolocation calls transmit through the air at the speed of sound, they undergo changes due to atmospheric and geometric attenuation. Both the speed of sound and atmospheric attenuation, however, are variable and determined by weather conditions, particularly temperature and relative humidity. Changing weather conditions thus cause variation in analyzed call parameters, limiting our ability to detect, and correctly analyze bat calls. Here, I use real‐world weather data to exemplify the effect of varying weather conditions on the acoustic properties of air. I then present atmospheric attenuation and speed of sound for the global range of weather conditions and bat call frequencies to show their relative effects. Atmospheric attenuation is a nonlinear function of call frequency, temperature, relative humidity, and atmospheric pressure. While atmospheric attenuation is strongly positively correlated with call frequency, it is also significantly influenced by temperature and relative humidity in a complex nonlinear fashion. Variable weather conditions thus result in variable and unknown effects on the recorded call, affecting estimates of call frequency and intensity, particularly for high frequencies. Weather‐induced variation in speed of sound reaches up to about ±3%, but is generally much smaller and only relevant for acoustic localization methods of bats. The frequency‐ and weather‐dependent variation in atmospheric attenuation has a threefold effect on bioacoustic monitoring of bats: It limits our capability (1) to monitor bats equally across time, space, and species, (2) to correctly measure frequency parameters of bat echolocation calls, particularly for high frequencies, and (3) to correctly identify bat species in species‐rich assemblies or for sympatric species with similar call designs.     

Calling under pressure: short-finned pilot whales make social calls during deep foraging dives

Toothed whales rely on sound to echolocate prey and communicate with conspecifics, but little is known about how extreme pressure affects pneumatic sound production in deep-diving species with a limited air supply. The short-finned pilot whale (Globicephala macrorhynchus) is a highly social species among the deep-diving toothed whales, in which individuals socialize at the surface but leave their social group in pursuit of prey at depths of up to 1000 m. To investigate if these animals communicate acoustically at depth and test whether hydrostatic pressure affects communication signals, acoustic DTAGs logging sound, depth and orientation were attached to 12 pilot whales. Tagged whales produced tonal calls during deep foraging dives at depths of up to 800 m. Mean call output and duration decreased with depth despite the increased distance to conspecifics at the surface. This shows that the energy content of calls is lower at depths where lungs are collapsed and where the air volume available for sound generation is limited by ambient pressure. Frequency content was unaffected, providing a possible cue for group or species identification of diving whales. Social calls may be important to maintain social ties for foraging animals, but may be impacted adversely by vessel noise.     

China Art by Phone: Mobile Movies

Jia ZhangKe's film Platform gives crystalline shape to a generation in a group of youth gathered around a tape-recorder in Fenyang city. The tape itself had come from Guangzhou and before that, presumably, from across the border with Hong Kong. Perhaps a Cantonese filtering, a local expression of Western and brand-name product that, viewed positively, marks the largest and most sweeping educational drive in China's history, the distribution and assimilation of fashion, DVDs, CDs, video, and design. This article seeks to know empirically the conditions that lay the groundwork for this educational drive, focusing on social transformation and the impact of digital technologies on theory, approach, practice, consumption. Clearly, mobility is important in this process of social transformation. Platform gives us images of the mobility of people, things, and ideas. This article also looks at the effects of the transport of people, things, and ideas and explores the cultural dimensions of social transformation. The article asks: What is mobility for artists and media producers? What are the urbanistic interconnections that emerge from an engagement with public space? These questions are explored around the social and cultural terrain of the mobile phone.

The article considers the virtual public space of the mobile telephone now opening to cultural producers and consumers. In what way does the mobile telephone, as an instrument for dialogue, a marketing device, and a promotional tool, affect our perception of public space? This article examines several initiatives that bring the mobile phone and cultural production together. One of these is titled “Focus: This Moment,” a program of eight short films by eight contemporary Chinese film directors made for mobile phone and Internet distribution. Another is “Connect to Art,” initiated by Nokia in September 2004 in Helsinki, continued in Monaco in December 2004, and then furthered again in Shanghai in May 2006 with the unveiling of four works by Chinese contemporary artists: Ai Weiwei, Yang Fudong, Zhang Peili, and Feng Mengbo. The article considers how mobile phone movies modify and enrich our understanding of cinema. This is thus an enquiry into the impact of digital technology on the mature film industry. Furthermore, the article asks how public space is enfolded in multiple contextual discourses that create the mobility and interface of the mobile phone.     

‘Do you have a mobile?’ Mobile phone practices and the refashioning of social relationships in Port Vila Town

Mobile phones have quickly become an important part of young people's social relationships in Port Vila Vanuatu. In particular, young people embrace the new technology's capacity to broaden the breadth of their sociality. They use the mobile phone to facilitate private and secretive communication, engage in unsanctioned relationships, pre‐marital sexual relationships, and also multiple concurrent intimate relationships. Literature on mobile phone use often either takes the approach that mobile phone technology becomes purely incorporated into pre‐existing social practices, or that it dramatically reshapes social ontologies. The present article argues for an alternative view, one that takes into account the nuances between these two analytical poles. This article suggests that young people use the mobile phone in practices informed by previous models of social relationships, yet the specific materiality of the mobile phone technology is influencing the direction in which models of social relationships are changing. In demonstrating this point, I pay particular attention to two material aspects of the mobile phone technology ‐ the mobile phone as a repository of a particular kind of information ‐ ‘evidence’, and the capacity of the mobile phone to ‘disconnect’ people from their relationships by switching off the mobile. This article argues that these practices are influencing the emergence of a radically altered kinship and gender landscape in the urban context.     

Emergence of bursts and communities in evolving weighted networks

Understanding the patterns of human dynamics and social interaction and the way they lead to the formation of an organized and functional society are important issues especially for techno-social development. Addressing these issues of social networks has recently become possible through large scale data analysis of mobile phone call records, which has revealed the existence of modular or community structure with many links between nodes of the same community and relatively few links between nodes of different communities. The weights of links, e.g., the number of calls between two users, and the network topology are found correlated such that intra-community links are stronger compared to the weak inter-community links. This feature is known as Granovetter's "The strength of weak ties" hypothesis. In addition to this inhomogeneous community structure, the temporal patterns of human dynamics turn out to be inhomogeneous or bursty, characterized by the heavy tailed distribution of time interval between two consecutive events, i.e., inter-event time. In this paper, we study how the community structure and the bursty dynamics emerge together in a simple evolving weighted network model. The principal mechanisms behind these patterns are social interaction by cyclic closure, i.e., links to friends of friends and the focal closure, links to individuals sharing similar attributes or interests, and human dynamics by task handling process. These three mechanisms have been implemented as a network model with local attachment, global attachment, and priority-based queuing processes. By comprehensive numerical simulations we show that the interplay of these mechanisms leads to the emergence of heavy tailed inter-event time distribution and the evolution of Granovetter-type community structure. Moreover, the numerical results are found to be in qualitative agreement with empirical analysis results from mobile phone call dataset.     

Place-Based Attributes Predict Community Membership in a Mobile Phone Communication Network

Social networks can be organized into communities of closely connected nodes, a property known as modularity. Because diseases, information, and behaviors spread faster within communities than between communities, understanding modularity has broad implications for public policy, epidemiology and the social sciences. Explanations for community formation in social networks often incorporate the attributes of individual people, such as gender, ethnicity or shared activities. High modularity is also a property of large-scale social networks, where each node represents a population of individuals at a location, such as call flow between mobile phone towers. However, whether or not place-based attributes, including land cover and economic activity, can predict community membership for network nodes in large-scale networks remains unknown. We describe the pattern of modularity in a mobile phone communication network in the Dominican Republic, and use a linear discriminant analysis (LDA) to determine whether geographic context can explain community membership. Our results demonstrate that place-based attributes, including sugar cane production, urbanization, distance to the nearest airport, and wealth, correctly predicted community membership for over 70% of mobile phone towers. We observed a strongly positive correlation (r = 0.97) between the modularity score and the predictive ability of the LDA, suggesting that place-based attributes can accurately represent the processes driving modularity. In the absence of social network data, the methods we present can be used to predict community membership over large scales using solely place-based attributes.     

Change in BMI Accurately Predicted by Social Exposure to Acquaintances

Research has mostly focused on obesity and not on processes of BMI change more generally, although these may be key factors that lead to obesity. Studies have suggested that obesity is affected by social ties. However these studies used survey based data collection techniques that may be biased toward select only close friends and relatives. In this study, mobile phone sensing techniques were used to routinely capture social interaction data in an undergraduate dorm. By automating the capture of social interaction data, the limitations of self-reported social exposure data are avoided. This study attempts to understand and develop a model that best describes the change in BMI using social interaction data.We evaluated a cohort of 42 college students in a co-located university dorm, automatically captured via mobile phones and survey based health-related information. We determined the most predictive variables for change in BMI using the least absolute shrinkage and selection operator (LASSO) method. The selected variables, with gender, healthy diet category, and ability to manage stress, were used to build multiple linear regression models that estimate the effect of exposure and individual factors on change in BMI. We identified the best model using Akaike Information Criterion (AIC) and R².This study found a model that explains 68% (p<0.0001) of the variation in change in BMI. The model combined social interaction data, especially from acquaintances, and personal health-related information to explain change in BMI.This is the first study taking into account both interactions with different levels of social interaction and personal health-related information. Social interactions with acquaintances accounted for more than half the variation in change in BMI. This suggests the importance of not only individual health information but also the significance of social interactions with people we are exposed to, even people we may not consider as close friends.     

The neuropeptide arginine vasotocin alters male call characteristics involved in social interactions in the grey treefrog, Hyla versicolor

We investigated the effects of different doses (0, 2.5, 25 and 250 μg) of the neuropeptide arginine vasotocin (AVT) on the calling characteristics of the grey treefrog in a chorus in its natural habitat. AVT changed some call characteristics known to influence social behaviour in grey treefrogs. It increased call duration and number of pulses in a call, but not dominant frequency, call rate or pulse effort. Saline injections and handling did not produce significant changes in any of the call characteristics. In addition, individual animals injected with AVT only rarely produced call characteristics that were outside of the range found in the preinjection measurements, suggesting that AVT does not cause abnormal calling behaviour. Other researchers have demonstrated that longer calls with more pulses are produced by males when chorus densities increase, and females display a strong preference for longer calls with more pulses. This suggests that the changes induced by AVT injections may have functional consequences in social interactions. We previously demonstrated that AVT-injected males (25 μg AVT) displaced resident males from calling sites through changes in calling behaviour under natural field conditions. Our results indicate that changes in call duration and pulse number could contribute to the unmanipulated resident male's behaviour towards the AVT-injected intruder, perhaps because the calls are more attractive to females or because the calls are perceived as more aggressive. Copyright 2000 The Association for the Study of Animal Behaviour.     

Syntactical Organization of the Gargle Vocalization of the Black-capped Chickadee,Parus atricapillus

The gargle is a complex call of the black-capped chickadee Parus atricapillus associated with agonistic interactions. A large sample of calls was recorded from five sites in southeastern Wisconsin. Three sites were near one another and the other two with a different dialect pattern were more distant (all sites were within 15 km of each other). A typical call consists of about 6 notes selected from an array of about 15 different note-types that are shared among individuals in the same population. Note-types are given in many combinations, and any individual may deliver many different variations. Analysis of two- and three-note sequences shows a syntactical organization with certain note-types much more likely to precede or follow than others. In some cases linkage between note-types was nearly complete. Some differences occurred among individuals and sites, but general organizational rules were similar. One effect on ordering was acoustical structure of the notes. Higher pitched, shorter duration notes were more likely at the beginning than the end of the call which often consisted of trills. Organization of the gargle was compared to that of the chick-a-dee call of the same species. Similarities include recombinant properties, general acoustic rules and syntax. A major difference may be that in chick-a-dee calls various note combinations constituting a call have different meanings, while the various note combinations comprising an individual's repertoire of gargles may be functionally equivalent.     

Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data

In this study we analyze one year of anonymized telecommunications data for over one million customers from a large European cellphone operator, and we investigate the relationship between people''s calls and their physical location. We discover that more than 90% of users who have called each other have also shared the same space (cell tower), even if they live far apart. Moreover, we find that close to 70% of users who call each other frequently (at least once per month on average) have shared the same space at the same time - an instance that we call co-location. Co-locations appear indicative of coordination calls, which occur just before face-to-face meetings. Their number is highly predictable based on the amount of calls between two users and the distance between their home locations - suggesting a new way to quantify the interplay between telecommunications and face-to-face interactions.     

手机辐射对大肠杆菌生长影响作用的研究

目的：探索了解手机辐射对大肠杆菌生长与繁殖的影响。方法：用不同型号的手机以通话方式对大肠杆菌进行辐射,检测大肠杆菌培养后的茵落的大小和数量,比较实验组与对照组的差异。结果：对照组与手机辐射组茵落数量相近,经统计学分析,两组菌落数差别无显著性,但是经手机辐射后,菌落的直径大于对照组,不同型号的手机之间也有差别,且差别有显著性（P〈0．05）。结论：手机辐射对大肠杆菌生长可能有影响,但其具体机制还有待进一步的研究进行阐明。     

Social context affects phee call production by nonreproductive common marmosets (Callithrix jacchus)

Common marmosets produce two variants of their long call (phee call) in different situations. Intergroup calls are produced in territorial situations, and intragroup separation calls are produced by marmosets isolated from group members. Marmoset groups frequently include postpubertal, nonreproductive members; their roles in the spontaneous production of territorial vocalizations is unclear. This study analyzed the production of home cage phee calls by nonreproductive, postpubertal marmosets while they were housed in their natal groups and after pairing with an opposite-sex conspecific. Additionally, the production of the separation phee call variant was assessed in both social conditions. The results indicated that the marmosets rarely produced home cage, or territorial, phee calls while they were natally housed. In contrast, both males and females produced the territorial phee call at a much higher rate as early as 4 days after pairing. Age-matched females remaining in their natal groups throughout the study produced home cage phee calls infrequently. Most marmosets produced separation phee calls at a high rate after separation from either their natal group or a partner, suggesting that the makeup of a social group has little effect on an animal's motivation to reunite with conspecifics. These results suggest that the social environment has an important influence on the production of territorial phee calls. Am. J. Primatol. 43:135–146, 1997. © 1997 Wiley-Liss, Inc.