Search

Background: Indonesia's recent economic and political history has left a legacy of widespread poverty and serious health problems, and has contributed to marked inequalities in health care. One means of responding to these challenges has been through a reconsideration of the professional roles of nurses, to enable them to deal with the range and complexity of health problems. However, there are currently a number of obstacles to achieving these aims: there is a serious shortfall in trained nurses; the majority of nurses have only limited education and preparation for the role; and there is no central registration of nurses, which means that it is impossible to regulate either the profession or the standards of care. This study aimed to establish the occupational profiles of each grade of nurse, identify their training and development needs and ascertain whether any differences existed between nurses working in different regions or within hospital or community settings. Methods: An established and psychometrically valid questionnaire was administered to 524 nurses, covering three grades and coming from five provinces. Results: Significant differences in job profile were found in nurses from different provinces, suggesting that the nature of the role is determined to some degree by the geographical location of practice. The roles of hospital and community nurses, and the different grades of nurse, were fairly similar. All nurses reported significant training needs for all 40 tasks, although these did not vary greatly between grade of nurse. The training needs of nurses from each of the provinces were quite distinct, while those of hospital nurses were greater than those of community nurses. Conclusion: The results suggest that the role of the nurse is not as diverse as might be expected, given the different levels of preparation and training and the diversity of their work environments. This may reflect the lack of a central registration system and quality framework, which would normally regulate clinical activities according to qualifications. The differences in training needs between subsections of the sample highlight the importance of identifying skills deficits and using this information to develop customized post-registration education programmes. Together, these results provide a rigorous and reliable approach to defining the occupational roles and continuing education needs of Indonesian nurses. [ABSTRACT FROM AUTHOR]

Managing disasters and public health emergencies poses a complex challenge, particularly in maintaining the crucial elements of surge capacity, often referred to as the 4S: staff, stuff, space, and system. While discussions surrounding the management of these emergencies typically emphasize their impact on emergency healthcare services, resources, and capabilities, it is essential to recognize the inherent limitations of these resources. Therefore, integrating nonmedical resources such as community staff, supplies, and spaces into the response chain is equally important. Among community facilities, hotels are particularly intriguing due to their organizational and structural capabilities to serve as alternative care sites for lightly injured or non-injured emergency victims. This narrative review explored the potential use of hotels as alternative care sites and the legal implications associated with such utilization. The results confirmed a high potential for using hotels as alternate care sites. However, data concerning its practical and legal implications are insufficient. This paper suggests further research to investigate the criteria for utilizing hotels in this capacity, including admission guidelines for disaster victims and relevant ethical and legal considerations. [ABSTRACT FROM AUTHOR]

Copyright of Investigacion & Educacion en Enfermeria is the property of Universidad de Antioquia, Facultad de Enfermeria and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

While people's social backgrounds clearly shape their adoption of digital technology and the Internet, their urban lifestyles and place of residence better explain their digital activities when they are online, and how they use technology. Most studies investigating individuals' use of digitization have neglected the effects of the physical built environment and the daily life of the community. Addressing this gap, this paper places digital practices in the socio-spatial world, and conceptualizes the term "urban digital lifestyle," which refers to the dynamic relationships among three dimensions: (1) the user's socioeconomic status, (2) the user's residency, with a focus on the locale's socio-spatial characteristics, and (3) the user's digital practices. Empirically, this paper uses a mixture of methods to analyze the digital usage of residents in four neighborhoods in Tel Aviv. The methods used are neighborhood prototype analysis, digital practices survey (n = 490), and spatial and GIS analyses. Although the results may at first glance support the argument that education and socioeconomic status have significant influence on digital practices, these practices also reflect many other factors associated with the urban lifestyle. Thus, locales, places and neighborhoods remain crucial socio-spatial categories that have a major influence on daily life in the digital age. • Conceptualization of Urban Digital Lifestyle (UDL) offers a new temporal reading of digital differences in a city. • UDL is a helpful category for juxtaposing user's socioeconomic status, user's digital practices, and locale's sociospatial characteristics. • UDL is a helpful tool to identify (1) types of digital lifestyles, and (2) clustering of these digital lifestyles in geographical context. [ABSTRACT FROM AUTHOR]

This paper argues that there is need for current efforts to reintegrate youth militants in the Niger Delta of Nigeria into normal community life to be anchored on a thorough understanding of the peculiar agency of youth and the socio-cultural challenges of post-conflict reintegration. Such efforts should also take cognisance of the complex nature of the problem. The paper contends that while the on-going amnesty programme in the region has achieved partial success, it was founded on a parochial philosophy, which creates a booming economic environment for the managers. Therefore, it recommends that the initiative should be anchored on both a thorough understanding of the youth as social agency and the deleterious impact of the conflict on ideal socio-cultural norms of expectations and roles among different generations of the population in the region. In effect, a proper sociological framing and nuancing of the programme would appear imperative for sustainable peace in the region. [ABSTRACT FROM AUTHOR]

Bougaard, an emerging South African creative practitioner, examines games from her “Coloured” childhood community in Eden Park, Johannesburg, and how these games may offer a window into a reframed Kullid identity. She considers the rhymes used in these games and the role of language—specifically Afrikaaps—in identity formation, and explores through papermaking and art installations the social contexts and meanings embedded in these games. In this article, the authors analyse Bougaard’s use of sculpture, papermaking and printmaking techniques both to mediate and to subvert conventionalised tropes and stereotypes of “Coloured” communities as well as to empower a sense of her familial and community-based identity through an emergent Kullidness. The authors focus on selected paper works and on three mixed media installations (2021–2022). The authors complicate any reading of these works as uncritically affirmative of a declamatory and essentialist identity position by proposing Bougaard’s visual strategies as premised upon mediation, ambivalence, indexicality, and refuting iconicity. The authors identify Bougaard as deploying elements of strategic essentialism in her desire for community visibility and visual sovereignty, and the authors therefore critique the benefits and the limitations of this approach, concluding that Bougaard’s choice of mediating strategies avoids a simplistic narrative of community life. [ABSTRACT FROM AUTHOR]

As Chinese cities undergo a transition from incremental development to retrofit development and urban governance tends to be more refined, the renovation mode of old residential communities is also under the transformation from large-scale bulldozer demolition and reconstruction to small-scale refined renovation and regeneration. However, the practice of micro community renovation has encountered a number of challenges throughout the implementation process, including conflicts between multiple stakeholders in the initial stage of planning, unconcordance between different implementation bodies in the intermediate stage of construction, and the lack of guarantee mechanisms in the later stage of maintenance. Based on the concept of life cycle, this paper divides the practical process of micro community renovation into seven steps, i.e., establishing communal platforms, identifying community features, cultivating communal organizations, designing community activities, formulating planning schemes, conducting participatory constructions, and establishing long-lasting mechanisms. It takes the Gejiaying Community in Wuhan as a case to verify the above analysis, in the hope of providing a reference for the current practice of urban regeneration and community renovation in China. [ABSTRACT FROM AUTHOR]

This paper is based on research that examined civil and community life in 34 settlements of Szigetköz in 2021 and 2022. A total of 337 NGOs and countless informal groups operate in the region. The examination is based on questionnaire research (43 fillings), interviews (25 pieces), observations (9 times) and document analysis, and one of the results is four case studies about four settlements (Dunasziget, Kimle, Mecsér and Győrladamér). The goal of this paper is to summarize the knowledge related to social sustainability and analyze its operation in these settlements. The principal finding of the research is that the four settlements coped with the challenges posed by their geographical location, economic situation and infrastructural capabilities in four ways. These roads show creative solutions using local resources, which are the key to the social sustainability of settlements. [ABSTRACT FROM AUTHOR]

Copyright of Acta Iuris Stetinensis is the property of Wydawnictwo Naukowe Uniwersytetu Szczecinskiego / University of Szczecin Press and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Vegueta: Anuario de la Facultad de Geografía e Historia is the property of Vegueta: Anuario de la Facultad de Geografia e Historia and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Although the suburbs of numerous cities worldwide are shrinking, research on how to address suburban decline remains scarce. This paper explores participatory mapping in shrinking suburbs as a tool to articulate knowledge co-creation between local officials and communities to inform planning decisions. The paper argues that participatory planning helps to identify sweet spots, everyday life community spaces upon which to anchor regeneration strategies. Using as a case study Minamiashigara, a shrinking suburb of Tokyo, the paper discusses how sweet spots can be integrated into existing municipal strategies to alleviate the consequences of shrinkage. [ABSTRACT FROM AUTHOR]

This qualitative investigation examines fish conservation practices in the community water resources of three northeastern Thai provinces. Data was gathered from documentary review and field study, through observation, interviews, and focus group discussions. The findings revealed that fish resources are decreasing in Northeastern Thai communities. This is due to a combination of factors, including unsystematic conservation methods and negative human impact. In acknowledging the ecocontextual nature of Thai Buddhism, this investigation argues a case for the adoption of Buddhist principles toward environmentalism as a means for more sustainable and successful fish conservation. The paper outlines eight key religious principles compatible with conservation approaches and recommends their inclusion in government policy. [ABSTRACT FROM AUTHOR]

Copyright of Environmental & Social Management Journal / Revista de Gestão Social e Ambiental is the property of Environmental & Social Management Journal and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

This paper analyzes the information collection data of coordination sensors and designs a corresponding evaluation method to conduct an in-depth assessment of the configuration of community emergency resources. Based on the principles of assessment index system construction and the actual research, an assessment index system of community emergency resource allocation level is established. In this paper, the G1 method was selected to determine the weights of the evaluation indexes, and the gray clustering method was applied to construct the whitening weight function, determine the gray level to which each index belongs and the affiliation degree of each gray class, and establish a comprehensive evaluation model of the community emergency resource allocation level. In response to the problem that the increase of state variables leads to a decrease in real-time map building, a dynamic local window size mechanism is proposed, which can reduce the time consumption and save computational resources under the condition of ensuring the accuracy of positioning and map building. Therefore, it is urgent to design an efficient self-interference cancellation mechanism to resist the influence of self-interference on the signal-to-noise ratio of the first-hop link. For example, the IMU pre integration theory is combined with the wheel range method to solve the problem of frequency synchronization; An initialization algorithm is proposed to recover the scale information of the camera and optimize the external parameters; Design a graphic optimization framework integrating IMU, wheel range finder and camera. The monitoring terminal sends the data information of coordination transportation to the monitoring platform in real-time, and the monitoring platform is responsible for storing and displaying the data information, thus realizing the real-time monitoring of the coordination transportation process. Finally, the functions of the monitoring terminal and the display system of the monitoring platform experiment, respectively, and the test results verify the effectiveness and integrity of the system data communication, which proves the correctness of the terminal design of the integrated coordination monitoring system based on multidimensional information and has practical engineering value. [ABSTRACT FROM AUTHOR]

Social scientists, geographers, criminologists, and health scientists are often tasked with finding data to best capture the impact of "community context" on individual outcomes, including residential services, physical resources, and social institutions. One outlet for such data in Canada is Digital Map Technologies Inc. (DMTI) Spatial, which offers a national repository of over one million businesses and recreational points of interest. The database is generated through CanMap Streetfiles, which includes geocodes of each point's precise location. These data are available to researchers from their university data library and Esri Canada, but primarily available to private sector and government markets. That said, the goal of the current paper is to encourage researchers to access this rich yet under‐utilized data source. Each service, business, or resource in the DMTI Spatial database is assigned to a respective category using Standard Industrial Classification codes and North American Industrial Classification System codes. It is not clear, however, which is the more reliable coding criteria. We provide an overview of our review of DMTI Spatial data and take‐away suggestions for using this valuable resource for future research on meso‐level residential markers. Key messages: The goal of this paper is to outline existing data source(s) and measures from DMTI Spatial that might help capture meso‐level residential institutions.We recommend "best practices" for using DMTI Spatial data in researchers' own work to capture neighbourhood resources/amenities, or the social infrastructure of the community using either Standard Industrial Classification codes or North American Industrial Classification System codes.We conclude that Standard Industrial Classification codes in DMTI Spatial enhanced points of interest data are more complete—and more accurate—than North American Industrial Classification System codes. [ABSTRACT FROM AUTHOR]

The widespread availability of high spatial and temporal resolution public transit data is improving the measurement and analysis of public transit-based accessibility to crucial community resources such as jobs and health care. A common approach is leveraging transit route and schedule data published by transit agencies. However, this often results in accessibility overestimations due to endemic delays due to traffic and incidents in bus systems. Retrospective real-time accessibility measures calculated using real-time bus location data attempt to reduce overestimation by capturing the actual performance of the transit system. These measures also overestimate accessibility since they assume that riders had perfect information on systems operations as they occurred. In this paper, we introduce realizable real-time accessibility based on space–time prisms as a more conservative and realistic measure. We, moreover, define accessibility unreliability to measure overestimation of schedule-based and retrospective accessibility measures. Using high-resolution General Transit Feed Specification real-time data, we conduct a case study in the Central Ohio Transit Authority bus system in Columbus, Ohio, USA. Our results prove that realizable accessibility is the most conservative of the three accessibility measures. We also explore the spatial and temporal patterns in the unreliability of both traditional measures. These patterns are consistent with prior findings of the spatial and temporal patterns of bus delays and risk of missing transfers. Realizable accessibility is a more practical, conservative, and robust measure to guide transit planning. [ABSTRACT FROM AUTHOR]

The interview is an excerpt from a dialogue that took place in two video calls between the author and co-author and visual artist Arissana Pataxó as part of the "A South-North Dialogue on Afro-Indigenous Art" project led by the interviewer. The interview is organized through an open dialogue that covers the artist's ways of producing, linked to community life and her daily life as a community educator. [ABSTRACT FROM AUTHOR]

This conceptual paper explores theoretical linkages between community well-being and key dimensions of public spaces (i.e., physical characteristics, technical experts, and communities). It draws on environmental justice literature and the Tripartite Framework to contextualize the concept of access to public spaces. The nexus between the key dimensions of public spaces and community well-being are explored by drawing on the Network Theory of Wellbeing. The main contribution of this paper is its merging of the aforementioned seminal work (i.e., Tripartite Framework and Network Theory of Wellbeing), two important bodies of scholarship that have yet to intersect but which offer a formidable platform to advance knowledge on how technical (e.g. planners), social (i.e. communities) and physical (e.g. built spaces like parks) dimensions of public space production can contribute to communal benefits derived from a public resource and community well-being. The applicability of the conceptual synthesis is illustrated through the discussion of specific examples in Maryvale. [ABSTRACT FROM AUTHOR]

Over the last twenty years increasing attention has been paid to the ways in which diasporic communities can shape global development processes, thorough a variety of intersecting scales and spatialities. This promotion of diasporic‐centred development has occurred in parallel to a narrowing of civic space and it is these juxtaposing narratives that this paper interrogates. This paper firstly considers diasporic‐centred development before moving on to think about how the contemporary narrowing of civic space may be (re)shaping diasporic civic life and participation in global development processes. The paper concludes that the spaces for diasporic civic participation in development are vulnerable to being squeezed in multiple intersecting ways, including through the racialised marginalisation of diasporic communities in everyday life, restrictions on diasporic associational life, the delegitimising of diasporic organisations in the (formal) development sphere and the extra‐territorial narrowing of diasporic civic space by state (and non‐state) actors. It is imperative that we explore the intersections in the diasporic‐civic space‐development nexus, with further research needed to understand how diasporic communities are responding to these changes, how diasporic civic spaces are reconfiguring and reconstituting themselves in this context, and what this means for global development. [ABSTRACT FROM AUTHOR]

In this paper, we introduce a new large-scale change detection dataset called LIM-CD, designed for training and evaluating change detection algorithms on high resolution remote sensing images. The dataset currently consists of 9,259 images with labels covering six construction land use change types (i.e., residential land, industrial land, commercial land, public facilities, transportation land, and special land). The image annotations contain not only newly added regions of construction land as change annotations but also auxiliary information about construction land present in pre-change image (image T1), which serves as secondary annotations. These annotations offer crucial information for incremental monitoring applications. The remote sensing images are carefully selected to cover a broad range of imaging variations, including different image sources, years, backgrounds, and terrain. Additionally, we have provided comprehensive metadata labels, which can serve as additional features to aid model training and optimization. To establish a baseline for future algorithm development, we applied seven widely used and state-of-the-art change detection algorithms to the LIM-CD dataset. We are confident that our dataset can serve as a valuable resource for the research community, enabling the development of more accurate and robust change detection models. More information about the project can be found at https://github.com/xiaoxiangAQ/LIM-CD-dataset. [ABSTRACT FROM AUTHOR]

For a long time the world has campaigned against child labour, both with local and global efforts. These initiatives however tend to ignore contextual forces such as, specific socio-cultural contexts and societal interpretation of child labour. Scholarship on this subject uncovers several circumstances, reasons, consequences, processes, and challenges of child labour among different communities in Africa. Extant literature also reveals information regarding the complexities of sociocultural dimension in examining child labour practices. Building on the already existing evidence, this paper uncovers sociocultural complexity in explaining child labour practices among semi nomadic pastoral Wataturu communities in Igunga. The paper exploits various information collected through library and archival research, participant observation, and oral interviews to demonstrate how sociocultural set up of Wataturu challenges the mainstream approach to the claimed child labour practices. [ABSTRACT FROM AUTHOR]

This paper critically explores how women anti-mining activists conceptualize development, in the context of living with and resisting large-scale resource extraction in Cajamarca, Peru. I contend that participatory photography provides an opportunity to contest hegemonic development narratives and the notions of 'lack', 'poverty' and 'progress' that are bound up with such narratives, enabling participants to simultaneously evoke both hoped-for alternative futures and nostalgic renditions of a threatened present. Moving beyond an explicit and immediate focus on the socially and environmentally destructive nature of large-scale mining, I explore how the women instead document productive Andean livelihoods and everyday ways of life, capturing the ways in which hoped-for futures are enacted in the present. The women activists articulate their resistance through photography, identifying and celebrating practices of hope in their everyday lives and communities and providing an emotive counter-narrative to extractive-led neoliberal development discourses. The paper reveals that participatory photography approaches generate critical insight into the emotion-suffused ways in which development is understood by grassroots activists in contexts of extractivism. [ABSTRACT FROM AUTHOR]

Copyright of Croatica et Slavica Iadertina is the property of University of Zadar, Department of Croatian & Slavic Studies and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

In this paper, we propose a multi-agent-based architecture for a Unity3D simulation of dynamic agrirobot-fleet-coordination methods. The architecture is based on a Robot Operating System (ROS) and Agrobots-SIM package that extends the existing package Patrolling SIM made for multi-robot patrolling. The Agrobots-SIM package accommodates dynamic multi-robot task allocation and vehicle routing considering limited robot battery autonomy. Moreover, it accommodates the dynamic assignment of implements to robots for the execution of heterogeneous tasks. The system coordinates task assignment and vehicle routing in real time and responds to unforeseen contingencies during simulation considering dynamic updates of the data related to the environment, tasks, implements, and robots. Except for the ROS and Agrobots-SIM package, other crucial components of the architecture include SPADE3 middleware for developing and executing multi-agent decision making and the FIVE framework that allows us to seamlessly define the environment and incorporate the Agrobots-SIM algorithms to be validated into SPADE agents inhabiting such an environment. We compare the proposed simulation architecture with the conventional approach to 3D multi-robot simulation in Gazebo. The functioning of the simulation architecture is demonstrated in several use-case experiments. Even though resource consumption and community support are still an open challenge in Unity3D, the proposed Agri-RO5 architecture gives better results in terms of simulation realism and scalability. [ABSTRACT FROM AUTHOR]

This paper adds and divides the concepts related to life and health community and life safety, and integrates the common parts of both with the curriculum of physical education in colleges and universities. Through the study of life and health community, the position of human health in the society is analyzed, and the correlation between both physical education and health is analyzed, so that the main factors affecting human health can be derived. The relevance of the life safety concept to physical health is analyzed, and the integration of the life safety concept and physical health is mainly studied. The teaching effects of the integration of the two were explored in conjunction with the concept. The results showed that the physical education curriculum incorporating the life safety concept as one of the teaching objectives is conducive to improving teaching effectiveness. The effectiveness of physical education teaching after the integration was 75%, and 70% of the teaching forms were diversified. 99.1% of the students thought the life safety education course was important, and 96.5% of the students thought the content they learned about life safety education was helpful. [ABSTRACT FROM AUTHOR]

China prioritizes ecological civilization construction and embraces the concept of "lucid waters and lush mountains are invaluable assets." Great achievements have been made in ecological protection and restoration through implementing a series of policies and projects. This paper reviews the history of ecological restoration in China and the current development of the "integrated protection and restoration project of mountains, rivers, forests, farmlands, lakes, grasslands, and deserts (IPRP)." Furthermore, the characteristics of IPRP were systematically elaborated from the perspectives of the ecological civilization thought, the policy management, and the key scientific issues. Also, the current achievements were summarized in the fields of national ecological space management, biodiversity conservation, and ecological protection and restoration. Existing challenges in management policy, scientific issues, and engineering practices were highlighted. Future perspectives include ecological space control, nature-based Solutions, biodiversity big data platform, modern techniques, and value realization mechanisms of ecological products. [ABSTRACT FROM AUTHOR]

The spiritual tradition of the Turkish population in RN Macedonia is rich and still nurtures some segments of Sufism from the Ottoman period such as the Bektashi dervish order. In the period before the arrival of the Ottomans (around the 13th century), numerous Sufis were active in these territories, which in some way represented a transition point for the conquest and settlement of the Turks. Numerous Bektashi tekkes were built during the Ottoman period, several of which are still active today. Depending on the ethnic composition of the followers, the linguistic dominance of these Sufi structures also changes. The only Bektashi tekke whose members are Turks is the tekke ‘Dikmen Baba’ located in the village Kanatlarci near Prilep. This tekke is one of the few in the Bektashi orders that, despite several divisions in the spiritual leadership, has operated without interruption since its founding in the 16th century. Such divisions did not affect the essence of the spiritual beliefs nor the ritual forms of this dervish order which remain almost identical to those practised at the very beginning. The main focus of this paper will be the musical tradition of the ritual, and for the following reasons: 1. music, as the main activity of the Bektashi rituals, is the essential vehicle for spreading and reinforcing beliefs and wisdom for everyday community life, 2. its importance as a fundamental tool in the expression of mystical theosophy, and 3. variations in the repertoire as a result of drawing upon and integrating sacred music from local populations. For this purpose, field research, interviews, and the analysis of audio materials from the sacred rites of the Bektashi tekke Dikmen Baba in the village of Kanatlarci have been carried out. [ABSTRACT FROM AUTHOR]

Copyright of Educatio Siglo XXI is the property of Servicio de Publicaciones de la Universidad de Murcia and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

The increasing severity and frequency of disasters across the USA is revealing a landscape that is not entirely prepared to cope with these exposures. Resilience as a socio-ecological concept has become progressively more important as a means of assessing and mitigating these losses. Technological advances and planning have improved many outcomes, but all populations have not experienced the benefits. In this paper, we focus on the shortcomings of current resilience measures in capturing neighborhood disparities. Much like vulnerability and sustainability, local disparities will have a deleterious impact on the community as a whole. We use the Baseline Resilience Indicators for Communities (BRIC) framework and downscale the index using neighborhood-level Census data (tracts) and variations in household access to community resources. These added variables represent the variation of resilience indicators across a community and capture cross-scale relationships that exist between county and Census tract characteristics. We apply scaled variables in the Pensacola Bay Watershed to demonstrate cross-scaled interactions in the Florida panhandle. Potential modifications and applications of the concepts are also discussed. [ABSTRACT FROM AUTHOR]

The 15-minute community life circle (15min-CLC) strategy is one of Shanghai's important methods for building a global city and facing a society with a more diverse population structure in the future. In the existing research, the balance between the construction of the life circle and the needs of the people in the life circle still needs to be further fulfilled. This paper is based on the city's multi-source large data set including 2018 AutoNavi POI (Point of Interests), OSM (OpenStreetMap) road network data and LandScan population data set, and evaluates the current status of Shanghai's 15min-CLC through the fusion of kernel density estimation, service area analysis and other statistical models and proposes relevant optimization suggestions. The results show that there are the following shortcomings: (1) From the perspective of different types of infrastructure service facilities, the spatial construction of Shanghai's overall life service facilities and shopping service facilities needs to be optimized. (2) From the perspective of comprehensive evaluation, the comprehensive service convenience of infrastructure service facilities in the downtown area is relatively high, while the comprehensive service convenience of urban infrastructure service facilities in the suburbs and outer suburbs is relatively low; The diversity of basic service facilities in the 15min-CLC in the downtown area is more consistent with the population distribution; However, in the peripheral areas of the urban area, too many infrastructure service facilities have been constructed. Based on the above shortcomings and the perspective of supply and demand matching, relevant optimization strategies are proposed in different regions and different types of infrastructure service facilities: (1) focus on the construction of basic service facilities in the urban fringe and urban-rural areas, improve the full coverage of the basic service facilities, and appropriately reduce the number of basic service facilities in the downtown area. (2) The development of community business models can be used to promote the development of new life service facilities and shopping service facilities. (3) Improve community medical institutions through facility function conversion, merger and reconstruction, etc. (4) Optimize the hierarchical basic service facility system and improve the population supporting facilities of basic service facilities in the 15min-CLC. This paper incorporates people's needs and concerns on the living environment into the 15min-CLC evaluation model, and uses Shanghai as an example to conduct research, summarizes the existing shortcomings, and proposes corresponding optimization strategies based on the matching of supply and demand. This article attempts to explore a replicable 15min-CLC planning model, so that it can be extended to the Yangtze River Delta urban agglomeration, to provide reference for further research on the 15min-CLC, and to promote urban construction under the concept of sustainable development. [ABSTRACT FROM AUTHOR]