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26 pages, 2459 KiB  
Article
Urban Agriculture for Post-Disaster Food Security: Quantifying the Contributions of Community Gardens
by Yanxin Liu, Victoria Chanse and Fabricio Chicca
Urban Sci. 2025, 9(8), 305; https://doi.org/10.3390/urbansci9080305 - 5 Aug 2025
Abstract
Wellington, New Zealand, is highly vulnerable to disaster-induced food security crises due to its geography and geological characteristics, which can disrupt transportation and isolate the city following disasters. Urban agriculture (UA) has been proposed as a potential alternative food source for post-disaster scenarios. [...] Read more.
Wellington, New Zealand, is highly vulnerable to disaster-induced food security crises due to its geography and geological characteristics, which can disrupt transportation and isolate the city following disasters. Urban agriculture (UA) has been proposed as a potential alternative food source for post-disaster scenarios. This study examined the potential of urban agriculture for enhancing post-disaster food security by calculating vegetable self-sufficiency rates. Specifically, it evaluated the capacity of current Wellington’s community gardens to meet post-disaster vegetable demand in terms of both weight and nutrient content. Data collection employed mixed methods with questionnaires, on-site observations and mapping, and collecting high-resolution aerial imagery. Garden yields were estimated using self-reported data supported by literature benchmarks, while cultivated areas were quantified through on-site mapping and aerial imagery analysis. Six post-disaster food demand scenarios were used based on different target populations to develop an understanding of the range of potential produce yields. Weight-based results show that community gardens currently supply only 0.42% of the vegetable demand for residents living within a five-minute walk. This rate increased to 2.07% when specifically targeting only vulnerable populations, and up to 10.41% when focusing on gardeners’ own households. However, at the city-wide level, the current capacity of community gardens to provide enough produce to feed people remained limited. Nutrient-based self-sufficiency was lower than weight-based results; however, nutrient intake is particularly critical for vulnerable populations after disasters, underscoring the greater challenge of ensuring adequate nutrition through current urban food production. Beyond self-sufficiency, this study also addressed the role of UA in promoting food diversity and acceptability, as well as its social and psychological benefits based on the questionnaires and on-site observations. The findings indicate that community gardens contribute meaningfully to post-disaster food security for gardeners and nearby residents, particularly for vulnerable groups with elevated nutritional needs. Despite the current limited capacity of community gardens to provide enough produce to feed residents, findings suggest that Wellington could enhance post-disaster food self-reliance by diversifying UA types and optimizing land-use to increase food production during and after a disaster. Realizing this potential will require strategic interventions, including supportive policies, a conducive social environment, and diversification—such as the including private yards—all aimed at improving food access, availability, and nutritional quality during crises. The primary limitation of this study is the lack of comprehensive data on urban agriculture in Wellington and the wider New Zealand context. Addressing this data gap should be a key focus for future research to enable more robust assessments and evidence-based planning. Full article
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32 pages, 6681 KiB  
Article
Spatial Distribution Characteristics and Cluster Differentiation of Traditional Villages in the Central Yunnan Region
by Tao Chen, Sisi Zhang, Juan Chen, Jiajing Duan, Yike Zhang and Yaoning Yang
Land 2025, 14(8), 1565; https://doi.org/10.3390/land14081565 - 30 Jul 2025
Viewed by 300
Abstract
As an integral component of humanity’s cultural heritage, traditional villages universally confront challenges such as population loss and cultural discontinuity amid rapid urbanization. Cluster-based protection models have increasingly become the international consensus for addressing the survival crisis of such settlements. This study selects [...] Read more.
As an integral component of humanity’s cultural heritage, traditional villages universally confront challenges such as population loss and cultural discontinuity amid rapid urbanization. Cluster-based protection models have increasingly become the international consensus for addressing the survival crisis of such settlements. This study selects the Central Yunnan region of Southwest China—characterized by its complex geography and multi-ethnic habitation—as the research area. Employing ArcGIS spatial analysis techniques alongside clustering algorithms, we examine the spatial distribution characteristics and clustering patterns of 251 traditional villages within this region. The findings are as follows. In terms of spatial distribution, traditional villages in Central Yunnan are unevenly dispersed, predominantly aggregating on mid-elevation gentle slopes; their locations are chiefly influenced by rivers and historical courier routes, albeit with only indirect dependence on waterways. Regarding single-cluster attributes, the spatial and geomorphological features exhibit a composite “band-and-group” pattern shaped by river valleys; culturally, two dominant modes emerge—“ancient-route-dependent” and “ethnic-symbiosis”—reflecting an economy-driven cultural mechanism alongside latent marginalization risks. Concerning construction characteristics, the “Qionglong-Ganlan” and Han-style “One-seal” residential features stand out, illustrating both adaptation to mountainous environments and the cumulative effects of historical culture. Based on these insights, we propose a three-tiered clustering classification framework—“comprehensive-element coordination”, “feature-led”, and “potential-cultivation”—to inform the development of contiguous and typological protection strategies for traditional villages in highland, multi-ethnic regions. Full article
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18 pages, 1327 KiB  
Article
The Shifting Geography of Innovation in the Era of COVID-19: Exploring Small Business Innovation and Technology Awards in the U.S.
by Bradley Bereitschaft
Urban Sci. 2025, 9(8), 296; https://doi.org/10.3390/urbansci9080296 - 30 Jul 2025
Viewed by 242
Abstract
This research examines the shifting geography of small firm innovation in the U.S. by tracking the location of small business innovation research (SBIR) and small business technology transfer (STTR) awardees between 2010 and 2024. The SBIR and STTR are “seed fund” awards coordinated [...] Read more.
This research examines the shifting geography of small firm innovation in the U.S. by tracking the location of small business innovation research (SBIR) and small business technology transfer (STTR) awardees between 2010 and 2024. The SBIR and STTR are “seed fund” awards coordinated by the Small Business Administration (SBA) and funded through 11 U.S. federal agencies. Of particular interest is whether the number of individual SBA awards, awarded firms, and/or funding amounts are (1) becoming increasingly concentrated within regional innovation hubs and (2) exhibiting a shift toward or away from urban centers and other walkable, transit-accessible urban neighborhoods, particularly since 2020 and the COVID-19 pandemic. While the rise of remote work and pandemic-related fears may have reduced the desirability of urban spaces for both living and working, there remain significant benefits to spatial agglomeration that may be especially crucial for startups and other small firms in the knowledge- or information-intensive industries. The results suggest that innovative activity of smaller firms has indeed trended toward more centralized, denser, and walkable urban areas in recent years while also remaining fairly concentrated within major metropolitan innovation hubs. The pandemic appears to have resulted in a measurable, though potentially short-lived, cessation of these trends. Full article
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25 pages, 687 KiB  
Article
Inter-Municipal Planning as a Framework for Managing Policies for Inner Areas: Insights from the Italian Context
by Alessio Floris and Sergio Serra
Sustainability 2025, 17(15), 6896; https://doi.org/10.3390/su17156896 - 29 Jul 2025
Viewed by 161
Abstract
The socio-economic geography of the Italian territory is framed by strong imbalances in the settlement development, with consequent inequalities in terms of accessibility to essential services. These challenges are most critical in the ‘inner areas’, which are remote from metropolitan and urban centers [...] Read more.
The socio-economic geography of the Italian territory is framed by strong imbalances in the settlement development, with consequent inequalities in terms of accessibility to essential services. These challenges are most critical in the ‘inner areas’, which are remote from metropolitan and urban centers and affected by chronic demographic decline and depopulation. Both European and national policies have relied primarily on financial interventions, often implemented with limited integration into comprehensive urban and territorial planning frameworks. Using a case study methodology, this research examines the area-based strategies of the 72 pilot areas designated under the 2014–2020 program-ming cycle of the National Strategy for Inner Areas (SNAI). The main research question guiding this study is as follows: how does economic planning intersect with territorial governance in Italy’s inner areas, and what is the specific role of local autonomies and the management of core functions, particularly in relation to urban and regional planning? Through this lens, this study proposes a conceptual reframing of the inter-municipal ad-ministrative scale as a strategic framework for promoting more effective territorial policies. Full article
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17 pages, 11812 KiB  
Article
Heritage GIS: Deep Mapping, Preserving, and Sustaining the Intangibility of Cultures and the Palimpsests of Landscape in the West of Ireland
by Charles Travis
Sustainability 2025, 17(15), 6870; https://doi.org/10.3390/su17156870 - 29 Jul 2025
Viewed by 359
Abstract
This paper presents a conceptual and methodological framework for using Geographical Information Systems (GIS) to “deep map” cultural heritage sites along Ireland’s Wild Atlantic Way, with a focus on the 1588 Spanish Armada wrecks in County Kerry and archaeological landscapes in County Sligo’s [...] Read more.
This paper presents a conceptual and methodological framework for using Geographical Information Systems (GIS) to “deep map” cultural heritage sites along Ireland’s Wild Atlantic Way, with a focus on the 1588 Spanish Armada wrecks in County Kerry and archaeological landscapes in County Sligo’s “Yeats Country.” Drawing on interdisciplinary dialogues from the humanities, social sciences, and geospatial sciences, it illustrates how digital spatial technologies can excavate, preserve, and sustain intangible cultural knowledge embedded within such palimpsestic landscapes. Using MAXQDA 24 software to mine and code historical, literary, folkloric, and environmental texts, the study constructed bespoke GIS attribute tables and visualizations integrated with elevation models and open-source archaeological data. The result is a richly layered cartographic method that reveals the spectral and affective dimensions of heritage landscapes through climate, memory, literature, and spatial storytelling. By engaging with “deep mapping” and theories such as “Spectral Geography,” the research offers new avenues for sustainable heritage conservation, cultural tourism, and public education that are sensitive to both ecological and cultural resilience in the West of Ireland. Full article
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22 pages, 3476 KiB  
Article
Digital Inequality and Smart Inclusion: A Socio-Spatial Perspective from the Region of Xanthi, Greece
by Kyriaki Kourtidou, Yannis Frangopoulos, Asimenia Salepaki and Dimitris Kourkouridis
Smart Cities 2025, 8(4), 123; https://doi.org/10.3390/smartcities8040123 - 28 Jul 2025
Viewed by 363
Abstract
This study explores digital inequality as a socio-spatial phenomenon within the context of smart inclusion, focusing on the Regional Unit of Xanthi, Greece—a region marked by ethno-cultural diversity and pronounced urban–rural contrasts. Using a mixed-methods design, this research integrates secondary quantitative data with [...] Read more.
This study explores digital inequality as a socio-spatial phenomenon within the context of smart inclusion, focusing on the Regional Unit of Xanthi, Greece—a region marked by ethno-cultural diversity and pronounced urban–rural contrasts. Using a mixed-methods design, this research integrates secondary quantitative data with qualitative insights from semi-structured interviews, aiming to uncover how spatial, demographic, and cultural variables shape digital engagement. Geographic Information System (GIS) tools are employed to map disparities in internet access and ICT infrastructure, revealing significant gaps linked to geography, education, and economic status. The findings demonstrate that digital inequality is particularly acute in rural, minority, and economically marginalized communities, where limited infrastructure intersects with low digital literacy and socio-economic disadvantage. Interview data further illuminate how residents navigate exclusion, emphasizing generational divides, perceptions of technology, and place-based constraints. By bridging spatial analysis with lived experience, this study advances the conceptualization of digitally inclusive smart regions. It offers policy-relevant insights into how territorial inequality undermines the goals of smart development and proposes context-sensitive interventions to promote equitable digital participation. The case of Xanthi underscores the importance of integrating spatial justice into smart city and regional planning agendas. Full article
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24 pages, 2710 KiB  
Article
Spatial and Economic-Based Clustering of Greek Irrigation Water Organizations: A Data-Driven Framework for Sustainable Water Pricing and Policy Reform
by Dimitrios Tsagkoudis, Eleni Zafeiriou and Konstantinos Spinthiropoulos
Water 2025, 17(15), 2242; https://doi.org/10.3390/w17152242 - 28 Jul 2025
Viewed by 324
Abstract
This study employs k-means clustering to analyze local organizations responsible for land improvement in Greece, identifying four distinct groups with consistent geographic patterns but divergent financial and operational characteristics. By integrating unsupervised machine learning with spatial analysis, the research offers a novel perspective [...] Read more.
This study employs k-means clustering to analyze local organizations responsible for land improvement in Greece, identifying four distinct groups with consistent geographic patterns but divergent financial and operational characteristics. By integrating unsupervised machine learning with spatial analysis, the research offers a novel perspective on irrigation water pricing and cost recovery. The findings reveal that organizations located on islands, despite high water costs due to limited rainfall and geographic isolation, tend to achieve relatively strong financial performance, indicating the presence of adaptive mechanisms that could inform broader policy strategies. In contrast, organizations managing extensive irrigable land or large volumes of water frequently show poor cost recovery, challenging assumptions about economies of scale and revealing inefficiencies in pricing or governance structures. The spatial coherence of the clusters underscores the importance of geography in shaping institutional outcomes, reaffirming that environmental and locational factors can offer greater explanatory power than algorithmic models alone. This highlights the need for water management policies that move beyond uniform national strategies and instead reflect regional climatic, infrastructural, and economic variability. The study suggests several policy directions, including targeted infrastructure investment, locally calibrated water pricing models, and performance benchmarking based on successful organizational practices. Although grounded in the Greek context, the methodology and insights are transferable to other European and Mediterranean regions facing similar water governance challenges. Recognizing the limitations of the current analysis—including gaps in data consistency and the exclusion of socio-environmental indicators—the study advocates for future research incorporating broader variables and international comparative approaches. Ultimately, it supports a hybrid policy framework that combines data-driven analysis with spatial intelligence to promote sustainability, equity, and financial viability in agricultural water management. Full article
(This article belongs to the Special Issue Balancing Competing Demands for Sustainable Water Development)
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18 pages, 352 KiB  
Article
Kristofer Schipper (1934–2021) and Grotto Heavens: Daoist Ecology, Mountain Politics, and Local Identity
by Peiwei Wang
Religions 2025, 16(8), 977; https://doi.org/10.3390/rel16080977 - 28 Jul 2025
Viewed by 367
Abstract
This article explores Schipper’s scholarly contributions to the study of dongtian fudi (grotto heavens and blessed lands) and specifically situates this project in its broader intellectual context and Schipper’s own research. While Schipper was not the first to open discussions on this topic, [...] Read more.
This article explores Schipper’s scholarly contributions to the study of dongtian fudi (grotto heavens and blessed lands) and specifically situates this project in its broader intellectual context and Schipper’s own research. While Schipper was not the first to open discussions on this topic, his research in this direction still offers profound insights, such as the coinage of the concept of “Daoist Ecology” and his views on mountain politics. This article argues that Schipper’s work on dongtian fudi is a response to the school of Deep Ecology and its critics, and also a result of critical reflection on the modern dichotomy between nature and culture. In Schipper’s enquiry of dongtian fudi, the “mountain” stands as the central concept: it is not only the essential component of Daoist sacred geography, but a holistic site in which nature and society are interwoven, endowed with both material and sacred significance. Through his analysis of the Daoist practice of abstinence from grain (duangu), Schipper reveals how mountains serve as spaces for retreat from agrarian society and state control, and how they embody “shatter zones” where the reach of centralized power is relatively attenuated. The article also further links Schipper’s project of Beijing as a Holy City to his study of dongtian fudi. For Schipper, the former affirms the universality of the locality (i.e., the unofficial China, the country of people), while the latter envisages the vision of rewriting China from plural localities. Taken together, these efforts point toward a theoretical framework that moves beyond conventional sociological paradigms, one that embraces a total worldly perspective, in which the livelihoods of local societies and their daily lives are truly appreciated as a totality that encompasses both nature and culture. Schipper’s works related to dongtian fudi, though they are rather concise, still significantly broaden the scope of Daoist studies and, moreover, provide novel insights into the complexity of Chinese religion and society. Full article
(This article belongs to the Special Issue Heavens and Grottos: New Explorations in Daoist Cosmography)
25 pages, 639 KiB  
Review
Understanding Sexual Consent Among Adolescents: A 30-Year Scoping Review
by Carolyn O’Connor and Stephanie Begun
Sexes 2025, 6(3), 41; https://doi.org/10.3390/sexes6030041 - 25 Jul 2025
Viewed by 321
Abstract
Sexual consent is one of the most important tools used in the prevention of sexual violence, for which adolescents are especially vulnerable. However, it is unclear how sexual consent processes are defined and used by this population. To bridge this gap in knowledge, [...] Read more.
Sexual consent is one of the most important tools used in the prevention of sexual violence, for which adolescents are especially vulnerable. However, it is unclear how sexual consent processes are defined and used by this population. To bridge this gap in knowledge, this scoping review sought to identify and synthesize the existing empirical research findings on sexual consent conceptualizations and processes among adolescents, as well as determine critical gaps in knowledge. Forty-three articles were reviewed following a systematic search of six academic databases. Articles were included if they were original empirical work published in English between January 1990 and March 2020, included adolescents aged 10 to 17 in their sample, and specifically studied sexual consent conceptualization, communication, and/or behavior. Seventeen articles, diverse in study design and geography, met these criteria and were analyzed. The findings suggest a propensity for adolescents to abstractly define sexual consent as verbal and direct in nature while simultaneously espousing indirect and non-verbal behavioral processes when presented with “real life” scenarios (e.g., vignettes, reflections on personal experience). In addition, the results reveal the significance of concepts like gender norms, normative refusals, and silence as key aspects of adolescent sexual consent. This review demonstrates that research on sexual consent among adolescents is highly limited overall, and the findings that are available indicate some concerning perceptions. Full article
(This article belongs to the Section Sexual Behavior and Attitudes)
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15 pages, 466 KiB  
Article
Epidemiological Insights into Maedi-Visna Virus in Algeria: First National Seroprevalence Survey and Risk Factor Profiling in Sheep Herds
by Takfarinas Idres, Nasir Adam Ibrahim, Ali Lamara, Sofiane Boudjellaba, Assia Derguini, Nosiba Sulaiman Basher, Soraya Temim, Mohammed Saad Aleissa and Yahia Chebloune
Animals 2025, 15(15), 2166; https://doi.org/10.3390/ani15152166 - 23 Jul 2025
Viewed by 257
Abstract
Maedi-visna virus (MVV), a small ruminant lentivirus causing chronic multisystemic disease in sheep, poses significant economic burdens due to reduced productivity and a lack of effective treatments. Despite its worldwide prevalence, epidemiological data from Algeria remain absent. This first national seroprevalence study aimed [...] Read more.
Maedi-visna virus (MVV), a small ruminant lentivirus causing chronic multisystemic disease in sheep, poses significant economic burdens due to reduced productivity and a lack of effective treatments. Despite its worldwide prevalence, epidemiological data from Algeria remain absent. This first national seroprevalence study aimed to elucidate MVV distribution, risk factors, and transmission dynamics in Algerian sheep herds. A cross-sectional survey of 1400 sheep across four regions (East, Center, West, South) was conducted, with sera analyzed via indirect ELISA (IDvet). Risk factors (geography, age, sex, breed, farming system) were evaluated using chi-square tests and Cramer’s V. Overall seroprevalence was 9.07% (95% CI: 7.57–10.57), with significant variation by sex (females: 20.44% vs. males: 3.68%; p < 0.05), age (1–5 years: 6.86% vs. <1 year: 0.29%; p = 0.01), and region (Central: 3.36% vs. Eastern: 0.86%; p < 0.05). Notably, no association was found with breed or farming system (p ≥ 0.08), contrasting prior studies and suggesting region-specific transmission dynamics. Females exhibited heightened seropositivity, implicating prolonged herd retention and vertical transmission risks. Geographic disparities highlighted industrialized farming in central Algeria as a potential transmission amplifier. Strikingly, seronegative animals in high-prevalence herds hinted at genetic resistance, warranting further investigation. This study provides foundational insights into MVV epidemiology in North Africa, underscoring the need for targeted surveillance, ewe-focused control measures, and genetic research to mitigate transmission. The absence of prior national data elevates its significance, offering actionable frameworks for resource-limited settings and enriching the global understanding of SRLV heterogeneity. Full article
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25 pages, 1714 KiB  
Article
Geospatial Patterns of Property Crime in Thailand: A Socioeconomic Perspective for Sustainable Cities
by Hiranya Sritart, Hiroyuki Miyazaki, Sakiko Kanbara and Somchat Taertulakarn
Sustainability 2025, 17(14), 6567; https://doi.org/10.3390/su17146567 - 18 Jul 2025
Viewed by 405
Abstract
Property crime is a pressing issue in maintaining social order and urban sustainability, particularly in regions marked by pronounced socioeconomic disparity. While the link between socioeconomic stress and crime is well established, regional variations in Thailand have not been fully examined. Therefore, the [...] Read more.
Property crime is a pressing issue in maintaining social order and urban sustainability, particularly in regions marked by pronounced socioeconomic disparity. While the link between socioeconomic stress and crime is well established, regional variations in Thailand have not been fully examined. Therefore, the purpose of this research was to examine spatial patterns of property crime and identify the potential associations between property crime and socioeconomic environment across Thailand. Using nationally compiled property-crime data from official sources across all provinces of Thailand, we employed geographic information system (GIS) tools to conduct a spatial cluster analysis at the sub-national level across 76 provinces. Both global and local statistical techniques were applied to identify spatial associations between property-crime rates and neighborhood-level socioeconomic conditions. The results revealed that property-crime clusters are primarily concentrated in the south, while low-crime areas dominate parts of the north and northeast regions. To analyze the spatial dynamics of property crime, we used geospatial statistical models to investigate the influence of socioeconomic variables across provinces. We found that property-crime rates were significantly associated with monthly income, areas experiencing high levels of household debt, migrant populations, working-age populations, an uneducated labor force, and population density. Identifying associated factors and mapping geographic regions with significant spatial clusters is an effective approach for determining where issues concentrate and for deepening understanding of the underlying patterns and drivers of property crime. This study offers actionable insights for enhancing safety, resilience, and urban sustainability in Thailand’s diverse regional contexts by highlighting geographies of vulnerability. Full article
(This article belongs to the Special Issue GIS Implementation in Sustainable Urban Planning—2nd Edition)
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19 pages, 300 KiB  
Article
The Ravidassia in Italy: History, Geography, and Identity Politics of the Largest Punjabi Dalit Diaspora in the EU
by Annamaria Laudini
Religions 2025, 16(7), 922; https://doi.org/10.3390/rel16070922 - 17 Jul 2025
Viewed by 554
Abstract
This article discusses caste dynamics within the Punjabi diaspora in Italy—the largest in the EU—by focusing on the case of the Ravidassia community and describing its evolving relations with the local Sikh community. Previous research on Punjabi migration to Italy mainly focused on [...] Read more.
This article discusses caste dynamics within the Punjabi diaspora in Italy—the largest in the EU—by focusing on the case of the Ravidassia community and describing its evolving relations with the local Sikh community. Previous research on Punjabi migration to Italy mainly focused on issues of labor exploitation, intermediation, and Sikh identity, often conflating the entire Punjabi population with its majoritarian—but far from exclusive—Sikh-Jatt component, thereby overlooking its internal heterogeneity of caste, religion, and class. Despite the growing number of Ravidassia-Chamar migrants in Italy—evidenced by the proliferation of Ravidassia temples and associations across the country—their migratory experiences, employment patterns, socioreligious practices, and inter-caste relationships remained unexplored. This article offers, for the first time, an overview of the history, geography, and identity politics of the Ravidassia in Italy. Drawing on data collected with Punjabi migrants during multi-sited ethnographic fieldwork, it illustrates the alternative strategies adopted by the Ravidassia to assert their identity in this diasporic context, focusing on cases in which their relations with the Sikh manifested their complex nature. It concludes by discussing the advantages and drawbacks of each strategy, in light of the history of power relations between the Ravidassia and the Sikh. Full article
(This article belongs to the Special Issue Sikhi, Sikhs and Caste: Lived Experiences in a Global Context)
18 pages, 957 KiB  
Article
CHTopo: A Multi-Source Large-Scale Chinese Toponym Annotation Corpus
by Peng Ye, Yujin Jiang and Yadi Wang
Information 2025, 16(7), 610; https://doi.org/10.3390/info16070610 - 16 Jul 2025
Viewed by 349
Abstract
Toponyms are fundamental geographical resources characterized by their spatial attributes, distinct from general nouns. While natural language provides rich toponymic data beyond traditional surveying methods, its qualitative ambiguity and inherent uncertainty challenge systematic extraction. Traditional toponym recognition methods based on part-of-speech tagging only [...] Read more.
Toponyms are fundamental geographical resources characterized by their spatial attributes, distinct from general nouns. While natural language provides rich toponymic data beyond traditional surveying methods, its qualitative ambiguity and inherent uncertainty challenge systematic extraction. Traditional toponym recognition methods based on part-of-speech tagging only focus on the surface-level features of words, failing to effectively handle complex scenarios such as alias nesting, metonymy ambiguity, and mixed punctuation. This leads to the loss of toponym semantic integrity and deviations in geographic entity recognition. This study proposes a set of Chinese toponym annotation specifications that integrate spatial semantics. By leveraging the XML markup language, it deeply combines the spatial location characteristics of toponyms with linguistic features, and designs fine-grained annotation rules to address the limitations of traditional methods in semantic integrity and geographic entity recognition. On this basis, by integrating multi-source corpora from the Encyclopedia of China: Chinese Geography and People’s Daily, a large-scale Chinese toponym annotation corpus (CHTopo) covering five major categories of toponyms has been constructed. The performance of this annotated corpus was evaluated through toponym recognition, exploring the construction methods of a large-scale, diversified, and high-coverage Chinese toponym annotated corpus from the perspectives of applicability and practicality. CHTopo is conducive to providing foundational support for geographic information extraction, spatial knowledge graphs, and geoparsing research, bridging linguistic and geospatial intelligence. Full article
(This article belongs to the Special Issue Text Mining: Challenges, Algorithms, Tools and Applications)
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16 pages, 2371 KiB  
Article
Exploring Patterns of Ethnic Diversification and Residential Intermixing in the Neighborhoods of Riga, Latvia
by Sindija Balode and Māris Bērziņš
Urban Sci. 2025, 9(7), 274; https://doi.org/10.3390/urbansci9070274 - 16 Jul 2025
Viewed by 278
Abstract
Residential segregation remains a persistent challenge in European urban environments and is an increasing focal point in urban policy debates. This study investigates the changing geographies of ethnic diversity and residential segregation in Riga, the capital city of Latvia. The research addresses the [...] Read more.
Residential segregation remains a persistent challenge in European urban environments and is an increasing focal point in urban policy debates. This study investigates the changing geographies of ethnic diversity and residential segregation in Riga, the capital city of Latvia. The research addresses the complex dynamics of ethnic residential patterns within the distinctive context of post-socialist urban transformation, examining how historical legacies of ethnic diversity interact with contemporary migration flows to reshape neighborhood ethnic composition. Using geo-referenced data from 2000, 2011, and 2021 census rounds, we examined changes in the spatial distribution of five major ethnic groups. Our analysis employs the Dissimilarity Index to measure ethnic residential segregation and the Location Quotient to identify the residential concentration of ethnic groups across the city. The findings reveal that Riga’s ethnic landscape is undergoing a gradual yet impactful transformation. The spatial distribution of ethnic groups is shifting, with the increasing segregation of certain groups, particularly traditional ethnic minorities, coupled with a growing concentration of Europeans and non-Europeans in the inner city. The findings reveal distinctive patterns of ethnic diversification and demographic change, wherein long-term trends intersect with contemporary migration dynamics to produce unique trajectories of ethnic residential segregation, which differ from those observed in Western European contexts. However, the specific dynamics in Riga, particularly the persistence of traditional ethnic minority communities and the emergence of new ethnic groups, highlight the unique context of post-socialist urban landscapes. Full article
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14 pages, 864 KiB  
Article
Trends and Disparities in Deaths from Kidney Disease Among Older Adults in the United States
by Benjamin Grobman, Connor P. Bondarchuk, Arian Mansur and Christine Y. Lu
J. Clin. Med. 2025, 14(14), 4950; https://doi.org/10.3390/jcm14144950 - 12 Jul 2025
Viewed by 379
Abstract
Background: Kidney disease is a significant cause of morbidity and mortality in the United States. However, less is known about its burden specifically among older adults. Methods: We analyzed deaths among U.S. adults aged 65 and older between 2018 and 2023 where kidney [...] Read more.
Background: Kidney disease is a significant cause of morbidity and mortality in the United States. However, less is known about its burden specifically among older adults. Methods: We analyzed deaths among U.S. adults aged 65 and older between 2018 and 2023 where kidney disease was listed as the primary cause of death, using data from the Centers for Disease Control and Prevention Wide-ranging Online Data for Epidemiologic Research (CDC WONDER). We examined overall and subgroup-specific death counts stratified by sex, race, ethnicity, and geographic location. Trends from 1999 to 2023 were also assessed. Results: Between 2018 and 2023, there were 263,436 deaths among adults aged 65+ with kidney disease as the primary cause, accounting for 81.5% of all kidney disease deaths during this period. Mortality rates were significantly higher among males compared to females (age-adjusted mortality rate (AAMR) ratio = 1.42, 95% CI: 1.42–1.43) and among Black Americans compared to White Americans (AAMR ratio = 1.94, 95% CI: 1.93–1.95). From 1999 to 2009, kidney disease mortality rates increased (annual percent change (APC) = 1.40, 95% CI: 0.90, 2.09), declined between 2009 and 2012 (APC = −5.35, 95% CI: −6.59, −2.33), and remained stable from 2012 to 2023. Conclusions: This majority of kidney disease deaths in the U.S. occur among older adults. While mortality briefly declined between 2009 and 2012, progress has since stalled. Persistent disparities by race and geography highlight the need for targeted research and interventions to reduce kidney disease mortality among older adults. Full article
(This article belongs to the Section Clinical Laboratory Medicine)
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