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29 pages, 21857 KB  
Article
Spatial Inequalities in Fatal Crash Risk Under Environmental Stress: Evidence from Melbourne, Australia
by Siqing Chen
Urban Sci. 2026, 10(7), 383; https://doi.org/10.3390/urbansci10070383 - 2 Jul 2026
Abstract
Sustainable urban transportation is fundamentally linked to public health outcomes, specifically the mitigation of fatal traffic risks under environmental stress. While stressors like adverse weather affect entire cities, traditional road safety models often assume uniform risk, thereby masking the spatial inequalities inherent in [...] Read more.
Sustainable urban transportation is fundamentally linked to public health outcomes, specifically the mitigation of fatal traffic risks under environmental stress. While stressors like adverse weather affect entire cities, traditional road safety models often assume uniform risk, thereby masking the spatial inequalities inherent in the urban fabric. This study addresses this gap by investigating the geographically heterogeneous impact of environmental stressors—including rainfall, surface moisture, and lighting conditions—on the conditional probability of fatal crash outcomes in Melbourne, Australia. Analyzing 43,075 severe crashes through a multi-stage geospatial framework (Getis-Ord Gi* and Geographically Weighted Logistic Regression), this research diagnoses how varying urban development patterns mediate the lethality of these stressors. The findings unmask a critical “threshold-crossing” pattern for wet surfaces, where risk transitions from protective to hazardous based on local infrastructure form and street geometry. Significant spatial inequalities are identified: high-density inner-urban cores and adjacent coastal corridors exhibit a heightened sensitivity to visibility failures and moisture, whereas newer industrial peripheries show stronger protective “risk compensation” effects. These results reveal a systemic mismatch between historical urban form and contemporary climate-driven public health risks. By identifying localized “lethality thresholds”, this study provides a robust evidence base for integrated planning and equitable resource allocation. It enables urban planners to move beyond generalized safety warnings toward targeted structural interventions, ensuring that sustainable transportation networks prioritize safety equity for all citizens regardless of their location within the urban environment. Full article
(This article belongs to the Special Issue Sustainable Transportation and Urban Environments-Public Health)
25 pages, 4856 KB  
Article
Driving Factors of Habitat Quality and Degradation Revealed by GeoDetector-Based Analysis: A Coastal District of Çeşme, İzmir (Türkiye)
by Esra Kut Görgün, Stefano Salata, Kemal Mert Çubukçu and Koray Velibeyoğlu
Land 2026, 15(7), 1193; https://doi.org/10.3390/land15071193 - 2 Jul 2026
Abstract
Habitats are fundamental for maintaining biodiversity, supporting ecological processes, and delivering essential ecosystem services such as carbon sequestration, water regulation, and soil conservation. Habitat degradation has become an increasingly critical environmental concern, particularly in coastal regions where anthropogenic pressures intersect with natural dynamics [...] Read more.
Habitats are fundamental for maintaining biodiversity, supporting ecological processes, and delivering essential ecosystem services such as carbon sequestration, water regulation, and soil conservation. Habitat degradation has become an increasingly critical environmental concern, particularly in coastal regions where anthropogenic pressures intersect with natural dynamics under the accelerating impacts of climate change. (1) This study explores the spatially stratified heterogeneity and underlying driving factors of habitat quality and degradation in Çeşme, a rapidly developing coastal district in western Türkiye. (2) The InVEST Habitat Quality model was applied to assess both habitat quality and habitat degradation across the study area for the years 2017 and 2024. The GeoDetector method was applied to analyze the spatial heterogeneity in habitat quality and degradation, enabling the assessment of dominant environmental and anthropogenic drivers, including urban development pressure, tourism activities, energy-related infrastructure, road density, and vegetation conditions. (3) Night-time light intensity showed the highest explanatory power among the tested variables, although its absolute explanatory power for habitat degradation remained limited, while protection status represented a contrasting human-related factor associated with higher habitat quality. (4) These findings underscore the importance of carefully directing human interventions to balance development pressures with effective conservation strategies. Full article
14 pages, 3431 KB  
Article
Assessing Infrastructure Accessibility as a Prerequisite for Decarbonized Mobility: A Case Study of a Coastal Port City
by Agnieszka Jankowska, Adam Przybyłowski and Tomasz Owczarek
Sustainability 2026, 18(13), 6667; https://doi.org/10.3390/su18136667 - 1 Jul 2026
Abstract
Sustainable transport transformation increasingly depends on the configuration and performance of urban infrastructure systems. In coastal and port cities, decarbonizing transport is particularly complex due to spatial constraints, heritage protection requirements, and the coexistence of freight and passenger flows. In such environments, accessibility [...] Read more.
Sustainable transport transformation increasingly depends on the configuration and performance of urban infrastructure systems. In coastal and port cities, decarbonizing transport is particularly complex due to spatial constraints, heritage protection requirements, and the coexistence of freight and passenger flows. In such environments, accessibility functions as a key indicator of transport infrastructure performance, reflecting how effectively transport systems enable low-carbon and multimodal mobility choices. Gdynia, a major Baltic port city in Poland, represents a context in which infrastructure limitations intersect with growing mobility demand. The concentration of port-related traffic, compact urban form, and limited opportunities for network expansion create structural conditions that may reinforce car dependency. This study examines infrastructure and accessibility challenges at the micro-scale of the Faculty of Navigation at Gdynia Maritime University, a centrally located campus with limited integration into public and active transport systems. Based on a survey of 342 respondents, including students and employees, the research analyzes modal split, travel time, and perceived barriers to sustainable mobility. The findings reveal infrastructure gaps in public transport connectivity, cycling network integration, and parking policy, collectively influencing transport behavior and constraining the shift toward low-carbon mobility. The study highlights the importance of infrastructure alignment, intermodal integration, and accessibility-based planning as prerequisites for smart and sustainable transport systems in coastal areas. Full article
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19 pages, 2479 KB  
Article
Effects of Different Orientations and Treatments in an Outdoor Natural Aging of Japanese Cryptomeria and Scots Pine Wood
by Joana Oliveira Almeida, António Labrincha, Helena Parauta, Fábio Fernandes and Pedro Delgado
Buildings 2026, 16(13), 2620; https://doi.org/10.3390/buildings16132620 - 30 Jun 2026
Viewed by 54
Abstract
Wood is an excellent material in terms of sustainability; however, for durability reasons, it is critical to understand its aging over time, especially in outdoor spaces. Maximizing the lifespan of outdoor timber requires identifying the primary drivers of early-stage deterioration. This understanding ensures [...] Read more.
Wood is an excellent material in terms of sustainability; however, for durability reasons, it is critical to understand its aging over time, especially in outdoor spaces. Maximizing the lifespan of outdoor timber requires identifying the primary drivers of early-stage deterioration. This understanding ensures the selection of the most effective treatment and maintenance strategies. For this purpose, a natural aging exposure test was conducted on 32 samples of Cryptomeria wood and Scots pine, with 4 different solar orientations and 4 treatments, in a coastal area. To assess material behavior during the early stages of exposure without maintenance intervention, degradation was recorded over the initial 2 years of exposure. Those records were made based on visual analyses and classification tables for abiotic and biotic degradation, complemented by colorimetry to determine the specific effects of UV-induced photodegradation. The results obtained underline the importance of anti-tannin impregnation in the treatment process and demonstrate that treated pine wood shows greater color variations than treated Cryptomeria wood. This study reaffirms the indispensability of wood protection systems and suggests that reapplication must occur early in the service life to mitigate initial deterioration. Full article
(This article belongs to the Special Issue Built Environments and Environmental Buildings: 2nd Edition)
35 pages, 1167 KB  
Review
Salicornia europaea L. as a Marine Bioactive Resource: Phytochemical Profile, Health Mechanisms, and Functional Applications in Precision Nutrition
by José Francisco Tornero-Aguilera, Carlota Valeria Villanueva-Tobaldo, Edgar Simón Sancho-Haro, Mario Muñoz-López, Miguel López-Moreno, Rodrigo Yáñez-Sepúlveda, José Francisco López-Gil and Vicente Javier Clemente-Suárez
Mar. Drugs 2026, 24(7), 229; https://doi.org/10.3390/md24070229 - 29 Jun 2026
Viewed by 109
Abstract
Marine halophytes are gaining attention as a source of plant-derived bioactive compounds with potential applications across nutraceuticals, functional foods, and preventive nutrition. Among them, Salicornia europaea L. is a coastal succulent whose adaptation to hypersaline environments shapes a distinctive phytochemical profile of pharmacological [...] Read more.
Marine halophytes are gaining attention as a source of plant-derived bioactive compounds with potential applications across nutraceuticals, functional foods, and preventive nutrition. Among them, Salicornia europaea L. is a coastal succulent whose adaptation to hypersaline environments shapes a distinctive phytochemical profile of pharmacological interest. This narrative review integrates current evidence on the bioactive composition, mechanistic activities, and translational relevance of S. europaea and related Salicornia species. Their secondary metabolome includes flavonols, isorhamnetin glycosides, hydroxycinnamic acids, oleanane-type triterpene saponins, fermentable polysaccharides, carotenoids, and a mineral-rich ionic matrix. Reported activities span antioxidant, anti-inflammatory, vascular-protective, anti-adipogenic, glycaemic-modulating, antimicrobial, and microbiome-related effects, mediated through pathways involving NF-κB, PPAR-γ, endothelial nitric oxide signalling, and short-chain fatty acid production. Beyond its individual phytochemical components, the matrix as a whole may also support sodium-reduction strategies in food formulation, providing a complementary nutritional rationale for its incorporation as a functional ingredient. Despite a coherent body of mechanistic and preclinical findings, clinical evidence remains limited, particularly regarding long-term efficacy, dose standardisation, and bioavailability in humans. Future work should prioritise adequately powered intervention trials and standardised characterisation of marine halophyte bioactives to clarify their evidence-based role in functional food development and future precision nutrition applications. Full article
(This article belongs to the Special Issue Research on Marine-Derived Functional Foods)
13 pages, 14469 KB  
Article
Spatial Heterogeneity of Microplastic Contamination in a Tropical Sandy Beach: Influence of Management Regimes and Recreational Use
by Kanokporn Kaewsong, Jetsada Wongprom, Adisak Ngiamsanoi and Surinthon Bunrod
Coasts 2026, 6(3), 26; https://doi.org/10.3390/coasts6030026 - 29 Jun 2026
Viewed by 63
Abstract
Microplastic contamination is a growing environmental concern in coastal ecosystems, particularly on recreational beaches where human activities may influence plastic inputs. This study investigated microplastic abundance and particle characteristics across five recreational zones along Hatwanakorn Beach in the Gulf of Thailand, focusing on [...] Read more.
Microplastic contamination is a growing environmental concern in coastal ecosystems, particularly on recreational beaches where human activities may influence plastic inputs. This study investigated microplastic abundance and particle characteristics across five recreational zones along Hatwanakorn Beach in the Gulf of Thailand, focusing on fine-scale variability within a spatially continuous beach system and across management regimes. Supratidal sediments were collected using a quadrat-based approach, and polymer types were identified using Fourier Transform Infrared spectroscopy (FTIR). Fibers were the predominant particle type, followed by fragments, and most particles were classified as large microplastics (1–5 mm). Significant spatial differences in abundance were observed among recreational zones (Kruskal–Wallis test, χ2 = 13.37, p = 0.0096). At the management regime scale, a negative binomial generalized linear model also indicated significant differences (χ2 = 30.58, p < 0.001), with higher abundance in the Hatwanakorn Forestry Research and Student Training Station (HWK Station) and Community regimes than in the National Park regime. These results indicate that microplastic distribution can be spatially heterogeneous even within a continuous recreational beach system, underscoring the importance of accounting for fine-scale spatial variability when assessing microplastic contamination in coastal environments. Full article
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17 pages, 4415 KB  
Article
Sea-Level Fall over Rainfall: Mask-Applied Satellite Reassessment of Gulf of Carpentaria Mangrove Dieback
by Seung-Jun Lee, Jisung Kim, In-Seok Heo and Hong-Sik Yun
Sustainability 2026, 18(13), 6562; https://doi.org/10.3390/su18136562 - 29 Jun 2026
Viewed by 117
Abstract
Mangrove forests deliver globally significant climate-mitigation and coastal-protection benefits, yet their resilience to climate extremes remains poorly quantified—a key uncertainty for sustainable coastal management. We reassess the unprecedented 2015–2016 mangrove dieback along ~1000 km of the Gulf of Carpentaria, northern Australia, to determine [...] Read more.
Mangrove forests deliver globally significant climate-mitigation and coastal-protection benefits, yet their resilience to climate extremes remains poorly quantified—a key uncertainty for sustainable coastal management. We reassess the unprecedented 2015–2016 mangrove dieback along ~1000 km of the Gulf of Carpentaria, northern Australia, to determine its driver and whether the collapse was structurally abrupt. Combining a mangrove-extent mask, an 11-year radar backscatter series, satellite precipitation, the modeled sea level, the reanalysis temperature and atmospheric dryness, and an El Niño index, we show that an apparent abrupt radar decline during the event was an artifact of non-vegetated tidal-flat and open-water pixels: once analysis was restricted to mangrove pixels, the signal remained stable throughout. Independent spaceborne lidar confirmed that canopy structure concentrates within the mapped mangrove zones, validating the mask. The dieback coincided with a strong sea-level fall, with anomalies reaching about −15 cm, under near-to-above-average rainfall and low atmospheric dryness, indicating that sea-level fall, not rainfall deficit, was the proximate stressor. These findings advance sustainable, mask-applied satellite monitoring of blue-carbon ecosystems and provide an evidence base for climate-adaptive coastal-resilience planning under intensifying climate variability. Full article
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26 pages, 2683 KB  
Article
GC-MS-Based Metabolomics Provides Insights into the Biochemical Peculiarity of Seven Brown Algal Species of the Order Fucales
by Elena Tarakhovskaya, Ekaterina Gulk, Bochao Yang, Paula Schliebe, Susan Billig and Claudia Wiesner
Mar. Drugs 2026, 24(7), 227; https://doi.org/10.3390/md24070227 - 29 Jun 2026
Viewed by 395
Abstract
Brown algae are important primary producers in coastal ecosystems, where they provide habitat and food for numerous marine species. For humans, they provide raw materials (food, animal feed, and ingredients for pharmaceuticals and cosmetics) as well as ecosystem services such as coastal protection [...] Read more.
Brown algae are important primary producers in coastal ecosystems, where they provide habitat and food for numerous marine species. For humans, they provide raw materials (food, animal feed, and ingredients for pharmaceuticals and cosmetics) as well as ecosystem services such as coastal protection and carbon sequestration. The molecular characterization of brown algae is necessary to understand their role in ecosystems, their biochemical resources, and responses to environmental stresses—knowledge that is crucial for the sustainable use and biotechnological applications of seaweed. Within this context, we analyzed more than 300 primary and secondary metabolites by gas chromatography–mass spectrometry to elucidate the metabolic profiles of seven habitat-forming species of brown algae in the arctic and temperate seas. Metabolite profiles were discussed considering physiological and ecological characteristics of the different algae, thus revealing the taxon-specific biochemical signatures and metabolite patterns contributing to seaweed adaptation to their typical habitats. Three important groups of metabolites representing polyols, phenolic compounds, and organic acids, were analyzed and discussed in more detail. Our study revealed metabolic diversity of species from the same order and genus, thereby indicating a very distinct regulation at the molecular level to meet metabolic needs of the habitat. The knowledge of different compositions of algal extracts can be used to develop specialized applications for humans in cosmetic, medical, or nutritional sectors. Full article
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20 pages, 936 KB  
Article
The Impact of Urban Green Space on Public Health: Evidence from 30 Provinces in China (2012–2023)
by Yujie Chen, Weinuo Chen, Lvze Chen, Shipeng Su and Min Hou
Forests 2026, 17(7), 756; https://doi.org/10.3390/f17070756 - 27 Jun 2026
Viewed by 158
Abstract
The association between urban green space (UGS) and public health represents a core interdisciplinary issue in ecological city construction and the “Healthy China” strategy. However, the underlying mechanisms, contextual constraints, and regional heterogeneity of the impact of UGS on public health at the [...] Read more.
The association between urban green space (UGS) and public health represents a core interdisciplinary issue in ecological city construction and the “Healthy China” strategy. However, the underlying mechanisms, contextual constraints, and regional heterogeneity of the impact of UGS on public health at the provincial macro-scale remain insufficiently understood. Existing research primarily examined the health effects of green space at the resident-level micro-scale, with samples often limited to single cities or local urban clusters. Furthermore, limited attention has been paid to the moderating mechanisms and nonlinear threshold characteristics through which green space affects public health. Using panel data from 30 provinces in China from 2012 to 2023, this study empirically investigates the effects, moderating mechanisms, threshold effects, and regional heterogeneity of UGS on public health through two-way fixed-effects ordinary least squares (OLS) regression, moderation models, and threshold regression models. UGS The results show the following: (1) From 2012 to 2023, the overall levels of provincial UGS and public health in China increased, exhibiting a spatial distribution pattern characterized by higher levels in the east and lower levels in the west. (2) The development level of UGSs is significantly and positively associated with provincial public health in China; (3) The health-promoting effects of UGSs exhibit both moderation and threshold characteristics. Environmental regulation, traffic accessibility, and population aging exert positive moderating effects, whereas the level of urbanization exhibits a nonlinear threshold relationship. (4) Regarding regional heterogeneity, the health benefits of green spaces are more pronounced in urban functional zones and coastal regions, whereas key ecological functional zones and major grain-producing areas demonstrate synergies between ecological protection and health improvement. Accordingly, China should strengthen the coordinated advancement of UGS planning and public health protection, optimize the spatial layout of age-friendly green space, improve the supporting environmental regulation systems, and thereby promote the coordinated development of residents’ health and well-being and ecological environmental quality. Full article
(This article belongs to the Special Issue Ecological Functions of Urban Green Spaces)
17 pages, 6663 KB  
Article
Changes in Diversity, Density, and Biomass of Coral Reef Fishes in the Central Mexican Caribbean After the Construction of a Cruise Ship Pier
by Alicia C. Díaz-Osorio, Juan J. Schmitter-Soto, Alfonso Aguilar-Perera and Jesús A. Ruiz-Valencia
Water 2026, 18(13), 1570; https://doi.org/10.3390/w18131570 - 26 Jun 2026
Viewed by 386
Abstract
Decadal changes in the community structure of coral reef-associated fishes reflect prevailing poor environmental conditions. This study analyzed temporal shifts in fish communities (e.g., diversity, density, and biomass) recorded via SCUBA belt transects across coral reefs on the center–southern coast of Quintana Roo [...] Read more.
Decadal changes in the community structure of coral reef-associated fishes reflect prevailing poor environmental conditions. This study analyzed temporal shifts in fish communities (e.g., diversity, density, and biomass) recorded via SCUBA belt transects across coral reefs on the center–southern coast of Quintana Roo (eastern Yucatan Peninsula) in the Mexican Caribbean. Sites were initially investigated in 1995 and revisited in 2024 after the construction of a cruise ship pier, and we compared sites under different protection categories. Mean density and biomass decreased significantly over time, particularly at reef sites outside of a protected area in 1995. While species richness and density of commercially important fishes were higher in protected sites in 1995, parrotfishes (Scarinae) maintained stable density and biomass across both years and protection status. No significant differences were found in the biomass of other fishes (e.g., Haemulidae, Lutjanidae). Changes recorded may reflect historical fishing pressure, including poaching, but probably also pollution from intense growth of coastal tourism infrastructure in 2024, as well as damage from the beached Sargassum influx. Ultimately, the positive effect offered by protected areas is not enough to mitigate the local and regional environmental impacts on coral reefs. Our findings serve as a reference point where coastal development and climate change interact and affect coral reefs. Full article
(This article belongs to the Section Biodiversity and Functionality of Aquatic Ecosystems)
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24 pages, 6773 KB  
Article
Groundwater Evaluation and Management in the Surat Thani Basin, Southern Thailand, Using Stable Isotope and Numerical Modeling
by Songsak Muangnoi, Passakorn Pananont, Ladda Tangwattananukul, Pongsakorn Jiwapornkupt, Panu Trivej, Schradh Saenton, Chanai Rinkaew, Pee Poatprommanee and Somruedee Sakkaravej
Water 2026, 18(13), 1571; https://doi.org/10.3390/w18131571 - 26 Jun 2026
Viewed by 446
Abstract
Groundwater is an important resource for domestic, agricultural, and ecological use in the Surat Thani basin, southern Thailand, where increasing demand from agriculture, urbanization, and tourism is placing pressure on aquifer systems. This study investigates groundwater recharge and basin-scale flow dynamics using integrated [...] Read more.
Groundwater is an important resource for domestic, agricultural, and ecological use in the Surat Thani basin, southern Thailand, where increasing demand from agriculture, urbanization, and tourism is placing pressure on aquifer systems. This study investigates groundwater recharge and basin-scale flow dynamics using integrated numerical groundwater modeling, stable isotope analysis, and hydrochemical interpretation. A three-layer MODFLOW model representing floodplain (Qfd), terrace (Qt), and semi-consolidated aquifers was calibrated for 2018–2024 using PEST with pilot-point parameterization. Despite there being only four observation wells, the model achieved excellent agreement between simulated and observed heads (weighted RMSE = 0.0707 m). Simulated groundwater generally flows from western uplands toward the central floodplain and eastern coastal plain, with the Tapee River acting mainly as a gaining stream. Recharge rates range from 1.2 to 77.3 mm/yr (mean 23.7 mm/yr), representing only 1–4% of annual precipitation, while evapotranspiration is the dominant form of water loss. Stable isotope signatures (δ2H, δ18O) indicate recharge from direct monsoonal rainfall with minimal evaporation. Hydrochemical facies evolve from Ca–HCO3 recharge waters to mixed facies along downgradient flow paths, reflecting increasing residence time and water–rock interaction. The results identify western and northern upland areas as key recharge zones requiring long-term protection and sustainable groundwater management. Full article
(This article belongs to the Section Hydrogeology)
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18 pages, 1387 KB  
Article
Economic Valuation of Ecosystem Services Provided by Benthic Vegetation in Marine Protected Areas
by Tatiana Pankeeva, Nataliya Mironova, Aleksandra Nikiforova and Vladimir Tabunshchik
Phycology 2026, 6(3), 69; https://doi.org/10.3390/phycology6030069 (registering DOI) - 25 Jun 2026
Viewed by 118
Abstract
The article proposes a methodology for the valuation of ecosystem services rendered by benthic vegetation. The methodology is based on the integration of biotope mapping and characterization, quantitative assessment of macrophyte phytomass stocks, and aggregated unit values of ecosystem services. The coastal zone [...] Read more.
The article proposes a methodology for the valuation of ecosystem services rendered by benthic vegetation. The methodology is based on the integration of biotope mapping and characterization, quantitative assessment of macrophyte phytomass stocks, and aggregated unit values of ecosystem services. The coastal zone of the natural monument “Coastal Aquatic Complex (CAC) near the Dzhangul landslide coast” was selected as a model water area. The study area is distinguished by high species diversity of benthic vegetation, the occurrence of species with conservation status, and low anthropogenic pressure. Five biotopes were identified and described, their macrophyte phytomass stocks were quantified, and their spatial distribution within the natural monument was analyzed. According to the calculated data, the total value of ecosystem services provided by macrophytobenthos within the boundaries of the natural monument “CAC near the Dzhangul landslide coast” amounted to USD 2,805,430.32. The largest contribution to this value is made by biotopes of block-boulder deposits dominated by Ericaria crinita and Gongolaria barbata (USD 2,319,641.52), followed by biotopes with a mosaic growth of these species together with Nereia filiformis and the attached form of Phyllophora crispa (USD 397,884.16). The quantitative results obtained may be applied to substantiate compensation payments, assess the effectiveness of investments in environmental protection frameworks, and support integrated coastal zone management. Full article
21 pages, 14883 KB  
Article
Assessing Coastal Vulnerability in Al Hoceima Bay, Morocco, Using a GIS-Based Coastal Vulnerability Index (CVI)
by Youssef Fannassi, Younes Oubaki, Zhour Ennouali, Titus Karderic Williams, Aicha Benmohammadi and Ali Masria
Oceans 2026, 7(4), 52; https://doi.org/10.3390/oceans7040052 - 25 Jun 2026
Viewed by 264
Abstract
Coastal zones are facing rising exposure to climate-related hazards alongside intensifying human pressures, which highlights the need for robust tools to assess vulnerability. This study uses a GIS-based Coastal Vulnerability Index (CVI) to quantify and map relative vulnerability along ~13 km of shoreline [...] Read more.
Coastal zones are facing rising exposure to climate-related hazards alongside intensifying human pressures, which highlights the need for robust tools to assess vulnerability. This study uses a GIS-based Coastal Vulnerability Index (CVI) to quantify and map relative vulnerability along ~13 km of shoreline in Al Hoceima Bay (northern Morocco). The proposed CVI integrates eight geological and physical indicators, including geomorphology, shoreline erosion and accretion rates, coastal slope, elevation, natural habitats, relative sea-level rise, significant wave height, and tidal range. Spatial analyses were performed using remote sensing data, historical records, field measurements, and Geographic Information Systems (GIS). The analysis reveals that 37% of the shoreline is categorized as high vulnerability, 44% is moderate, and 19% is low. Highly vulnerable sectors are primarily associated with low elevations, gentle coastal slopes, sandy beach systems, limited natural habitat protection, and proximity to river mouths. These findings demonstrate that the applied CVI provides a rapid and cost-effective framework for identifying priority areas for coastal management and climate adaptation. The proposed approach offers valuable decision-support insights for sustainable coastal planning in Al Hoceima Bay and other Mediterranean coastal environments characterized by limited data availability. Full article
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2 pages, 142 KB  
Abstract
Transitional Waters: Critical Habitats for Coastal Fish Species and Fisheries
by Karim Erzini
Proceedings 2026, 146(1), 108; https://doi.org/10.3390/proceedings2026146108 - 22 Jun 2026
Viewed by 80
Abstract
Transitional waters—such as estuaries, lagoons, deltas, and coastal wetlands—are dynamic environments where freshwater and seawater interact, forming highly productive and biologically diverse ecosystems. Shaped by temperature and salinity gradients, tidal influence, sediment transport, and nutrient-rich conditions, these habitats support diverse ecological functions. Their [...] Read more.
Transitional waters—such as estuaries, lagoons, deltas, and coastal wetlands—are dynamic environments where freshwater and seawater interact, forming highly productive and biologically diverse ecosystems. Shaped by temperature and salinity gradients, tidal influence, sediment transport, and nutrient-rich conditions, these habitats support diverse ecological functions. Their structural complexity—including seagrass beds, salt marshes, mudflats, and mangroves—provides essential habitats for many fish species. These areas are crucial for fish life cycles, serving as nurseries, spawning grounds, feeding zones, and refuges from predators. Many commercially important species depend on them during early life stages before moving offshore, making them vital for both commercial and recreational fisheries. Beyond food provision, they deliver key ecosystem services, including water purification, coastal protection, and carbon storage. Research on the fish community of the Ria Formosa lagoon in Portugal since the 1980s highlights long-term changes in the fish community and the dominant role of habitat structure and temporal dynamics. Subtidal seagrass beds support higher fish abundance and diversity than unvegetated areas, acting as key nursery habitats and provide important fish provisioning services. Seasonal variation is also central, driven by recruitment pulses of marine migrants in late winter–spring. Recent pressures on this system have been driven by human activity and environmental change. Seagrass loss reduces nursery and feeding areas, while pollution degrades water quality. Overfishing (including illegal fishing), recreational activities, and aquaculture expansion add stress. Climate warming and invasive species such as Caulerpa prolifera, further disrupt ecosystem balance and threaten biodiversity. Sustainable management—such as habitat restoration, protected areas, and integrated policies—is essential to preserve the ecological and economic value of this unique lagoon. Ongoing research, monitoring, habitat restoration, and stakeholder engagement remain critical for ensuring resilience. Full article
(This article belongs to the Proceedings of The XI Iberian Congress of Ichthyology)
23 pages, 896 KB  
Article
From Wikidata to Smart Tourism: A Reproducible Pipeline Based on AI and Fuzzy Logic for Interpretable Multi-Category Classification of Points of Interest
by Aristea Kontogianni, Konstantina Chrysafiadi, Maria Virvou and Efthimios Alepis
Mathematics 2026, 14(12), 2227; https://doi.org/10.3390/math14122227 - 22 Jun 2026
Viewed by 239
Abstract
Wikidata provides extensive coverage of tourism-related Points of Interest (POIs), yet its heterogeneous type system and uneven metadata limit its direct use in smart tourism applications. This paper presents an end-to-end pipeline that transforms Wikidata POIs into a compact and interpretable tourism-oriented representation [...] Read more.
Wikidata provides extensive coverage of tourism-related Points of Interest (POIs), yet its heterogeneous type system and uneven metadata limit its direct use in smart tourism applications. This paper presents an end-to-end pipeline that transforms Wikidata POIs into a compact and interpretable tourism-oriented representation supporting multi-category assignments. We collect POIs from six countries—Greece, Italy, Spain, Norway, Sweden, and Denmark—and construct a dataset that integrates core identifiers with textual descriptions, type information, heritage indicators, geographic coordinates, and Wikipedia sitelinks. We introduce an eight-category tourism taxonomy capturing key themes, including cultural venues, archaeological and historic sites, monuments, fortifications, religious sites, protected areas, natural features, and coastal or water locations. As a reproducible baseline, category likelihoods are estimated using sentence embeddings and similarity to category anchor descriptions, producing a probability vector for each POI. Building on this baseline, we propose a fuzzy inference layer that integrates embedding-based probabilities with structured Wikidata signals to generate interpretable membership degrees across categories and enable principled multi-category classification. This fusion is particularly valuable for smart tourism applications, as it supports robust faceted exploration and personalized recommendations (e.g., “historic + coastal”), while providing evidence-based explanations that enhance user trust and facilitate curator oversight when POI metadata is sparse or ambiguous. The resulting pipeline produces ranked POI catalogs by country and category, country-level tourism profiles, and diagnostic views for examining uncertain cases. The approach is fully reproducible and readily adaptable to other geographic regions or domain taxonomies. Full article
(This article belongs to the Special Issue Advanced Fuzzy Logic in Artificial Intelligence)
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