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Search Results (431)

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Keywords = ephemeral

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27 pages, 1803 KiB  
Article
Mural Painting Across Eras: From Prehistoric Caves to Contemporary Street Art
by Anna Maria Martyka, Agata Rościecha-Kanownik and Ignacio Fernández Torres
Arts 2025, 14(4), 77; https://doi.org/10.3390/arts14040077 - 16 Jul 2025
Abstract
This article traces the historical evolution of mural painting as a medium of cultural expression from prehistoric cave art to contemporary street interventions. Adopting a diachronic and interdisciplinary approach, it investigates how muralism has developed across civilizations in relation to techniques, symbolic systems, [...] Read more.
This article traces the historical evolution of mural painting as a medium of cultural expression from prehistoric cave art to contemporary street interventions. Adopting a diachronic and interdisciplinary approach, it investigates how muralism has developed across civilizations in relation to techniques, symbolic systems, social function, and its embeddedness in architectural and urban contexts. The analysis is structured around key historical periods using emblematic case studies to examine the interplay between materiality, iconography, and socio-political meaning. From sacred enclosures and civic monuments to post-industrial walls and digital projections, murals reflect shifting cultural paradigms and spatial dynamics. This study emphasizes how mural painting, once integrated into sacred and imperial architecture, has become a tool for public participation, protests, and urban storytelling. Particular attention is paid to the evolving relationship between wall painting and the spaces it inhabits, highlighting the transition from permanence to ephemerality and from monumentality to immediacy. This article contributes to mural studies by offering a comprehensive framework for understanding the technical and symbolic transformations of the medium while proposing new directions for research in the context of digital urbanism and cultural memory. Full article
(This article belongs to the Section Applied Arts)
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69 pages, 1738 KiB  
Article
The Plant Communities of the Class Isoëto-Nanojuncetea in Sardinia
by Salvatore Brullo, Gianluigi Bacchetta, Salvatore Cambria, Valeria Tomaselli, Gianpietro Giusso del Galdo, Pietro Minissale, Giovanni Rivieccio, Maria Carmela Caria and Simonetta Bagella
Plants 2025, 14(14), 2187; https://doi.org/10.3390/plants14142187 - 15 Jul 2025
Viewed by 111
Abstract
A syntaxonomical revision of the plant communities of the Isoëto-Nanojuncetea class occurring in Sardinia is provided. Within this class, the ephemeral herbaceous hygrophilous associations linked to temporarily submerged surfaces occur, which are widespread in the European, Mediterranean, and Macaronesian countries. It groups plant [...] Read more.
A syntaxonomical revision of the plant communities of the Isoëto-Nanojuncetea class occurring in Sardinia is provided. Within this class, the ephemeral herbaceous hygrophilous associations linked to temporarily submerged surfaces occur, which are widespread in the European, Mediterranean, and Macaronesian countries. It groups plant communities floristically characterized by a rich set of annual hygrophytes or more rarely hemicryptophytes and geophytes, which are also physiognomically, ecologically, and structurally well differentiated. Within this class, two orders are recognized in Sardinia, such as Isoëtetalia and Nanocyperetalia, which are represented by several alliances. In particular, four alliances can be referred to as Isoëtetalia (Isoëtion, Menthion cervinae, Cicendio-Solenopsion laurentiae, and Agrostion pourretii), while a single alliance (Verbenion supinae) belonging to Nanocyperetalia has been identified. Within these alliances, several associations already described have been surveyed, while several other unpublished ones, are here proposed as new to science. Overall, 35 associations are recognized, 18 of which are described for the first time. Each higher-rank syntaxa and related associations are examined from a nomenclatural, floristic, ecological, and chorological point of view. In particular, the more significant phytosociological relevés regarding the examined associations were processed using cluster analysis, DCA ordination, optimclass diagram in order to highlight the correlations between them. As regards the floristic aspects, a checklist of the species occurring in the phytosociological relevés is provided. Full article
(This article belongs to the Section Plant Ecology)
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24 pages, 18475 KiB  
Article
Aeolian Landscapes and Paleoclimatic Legacy in the Southern Chacopampean Plain, Argentina
by Enrique Fucks, Yamile Rico, Luciano Galone, Malena Lorente, Sebastiano D’Amico and María Florencia Pisano
Geographies 2025, 5(3), 33; https://doi.org/10.3390/geographies5030033 - 14 Jul 2025
Viewed by 172
Abstract
The Chacopampean Plain is a major physiographic unit in Argentina, bounded by the Colorado River to the south, the Sierras Pampeanas and Subandinas to the west, and the Paraná River, Río de la Plata Estuary, and the Argentine Sea to the east. Its [...] Read more.
The Chacopampean Plain is a major physiographic unit in Argentina, bounded by the Colorado River to the south, the Sierras Pampeanas and Subandinas to the west, and the Paraná River, Río de la Plata Estuary, and the Argentine Sea to the east. Its subsurface preserves sediments from the Miocene marine transgression, while the surface hosts some of the country’s most productive soils. Two main geomorphological domains are recognized: fluvial systems dominated by alluvial megafans in the north, and aeolian systems characterized by loess accumulation and wind erosion in the south. The southern sector exhibits diverse landforms such as deflation basins, ridges, dune corridors, lunettes, and mantiform loess deposits. Despite their regional extent, the origin and chronology of many aeolian features remain poorly constrained, as previous studies have primarily focused on depositional units rather than wind-sculpted erosional features. This study integrates remote sensing data, field observations, and a synthesis of published chronometric and sedimentological information to characterize these aeolian landforms and elucidate their genesis. Our findings confirm wind as the dominant morphogenetic agent during Late Quaternary glacial stadials. These aeolian morphologies significantly influence the region’s hydrology, as many permanent and ephemeral water bodies occupy deflation basins or intermediate low-lying sectors prone to flooding under modern climatic conditions, which are considerably wetter than during their original formation. Full article
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10 pages, 264 KiB  
Article
Кoнец фильма: Ruins, Remnants, and Remains of the USSR Army in Borne Sulinowo as an Inspiration for Performance Artists
by Małgorzata Kaźmierczak
Arts 2025, 14(4), 75; https://doi.org/10.3390/arts14040075 - 11 Jul 2025
Viewed by 363
Abstract
This article analyzes the significance of the ruins and remnants of the Soviet Army in Borne Sulinowo, a former secret Soviet military base in Western Pomerania (Poland), as a source of inspiration for performance artists. This study draws from a variety of theoretical [...] Read more.
This article analyzes the significance of the ruins and remnants of the Soviet Army in Borne Sulinowo, a former secret Soviet military base in Western Pomerania (Poland), as a source of inspiration for performance artists. This study draws from a variety of theoretical frameworks, including performance art theory, new materialism, and the thing theory. Additionally, it draws from the ideas of Carl Lavery, Richard Gough, Ann Laura Stoler, and Georg Simmel. This text delves into the notion that the transient character of performance art mirrors the fleeting nature of power, particularly in the context of the dissolution of the Soviet regime. Following the Polish reacquisition of the site in the early 1990s, artists such as Władysław Kaźmierczak and Brian Connolly transformed found objects and the decaying environment into performance art. This article analyzes performances such as Kaźmierczak’s кoнец фильма (The End of the Movie) and Connolly’s Frieze Frame. It discusses how these works captured the emotional and intellectual responses to the remnants of military occupation. The performances demonstrate the interplay between decay, memory, and historical consciousness, employing the ruins as a medium for reflecting on the collapse of Soviet influence in Poland and the shifting geopolitical landscape. Full article
28 pages, 521 KiB  
Article
Provably Secure and Privacy-Preserving Authentication Scheme for IoT-Based Smart Farm Monitoring Environment
by Hyeonjung Jang, Jihye Choi, Seunghwan Son, Deokkyu Kwon and Youngho Park
Electronics 2025, 14(14), 2783; https://doi.org/10.3390/electronics14142783 - 10 Jul 2025
Viewed by 151
Abstract
Smart farming is an agricultural technology integrating advanced technology such as cloud computing, Artificial Intelligence (AI), the Internet of Things (IoT), and robots into traditional farming. Smart farming can help farmers by increasing agricultural production and managing resources efficiently. However, malicious attackers can [...] Read more.
Smart farming is an agricultural technology integrating advanced technology such as cloud computing, Artificial Intelligence (AI), the Internet of Things (IoT), and robots into traditional farming. Smart farming can help farmers by increasing agricultural production and managing resources efficiently. However, malicious attackers can attempt security attacks because communication in smart farming is conducted via public channels. Therefore, an authentication scheme is necessary to ensure security in smart farming. In 2024, Rahaman et al. proposed a privacy-centric authentication scheme for smart farm monitoring. However, we demonstrated that their scheme is vulnerable to stolen mobile device, impersonation, and ephemeral secret leakage attacks. This paper suggests a secure and privacy-preserving scheme to resolve the security defects of the scheme proposed by Rahaman et al. We also verified the security of our scheme through “the Burrows-Abadi-Needham (BAN) logic”, “Real-or-Random (RoR) model”, and “Automated Validation of Internet Security Protocols and Application (AVISPA) tool”. Furthermore, a performance analysis of the proposed scheme compared with related studies was conducted. The comparison result proves that our scheme was more efficient and secure than related studies in the smart farming environment. Full article
(This article belongs to the Special Issue Trends in Information Systems and Security)
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22 pages, 14299 KiB  
Article
Comparative Analysis of Runoff Diversion Systems on Terraces and Glacis in Semi-Arid Landscapes of Spain and Tunisia
by Ghaleb Fansa-Saleh, Alejandro J. Pérez Cueva and Emilio Iranzo-García
Geographies 2025, 5(3), 32; https://doi.org/10.3390/geographies5030032 - 10 Jul 2025
Viewed by 195
Abstract
This study explores the water harvesting systems of mgouds in southern Tunisia and boqueras in southeastern Spain to understand their adaptation to semi-arid conditions and geomorphic contexts. These systems use ephemeral water through medieval-origin infrastructures to increase the water supply to rainfed crops. [...] Read more.
This study explores the water harvesting systems of mgouds in southern Tunisia and boqueras in southeastern Spain to understand their adaptation to semi-arid conditions and geomorphic contexts. These systems use ephemeral water through medieval-origin infrastructures to increase the water supply to rainfed crops. The hypothesis is that the diversity of these systems stems from environmental rather than cultural factors. By employing a qualitative–analytical approach, this study compares concentrated runoff diversion systems to investigate the use of boqueras/mgouds in terraces and glacis in the arid and semi-arid areas of Tunisia and the southeastern Iberian Peninsula. The research involved performing detailed geomorphological and climatological analyses and comparing structural complexities and water management strategies across different regions. The results indicate significant variability in system size and complexity. Tunisian mgouds are typically simpler and more individualised, while Spanish boqueras are larger and more complex due to more frequent and intense torrential rainfall. No common patterns were identified between the two regions. This study reveals that both types of systems reflect sophisticated adaptations to manage water scarcity and mitigate the impacts of intense rainfall, with geomorphic and climatic factors playing a decisive role. The primary conclusion is that the design and functionality of these water systems are predominantly influenced by environmental conditions rather than cultural factors. This research provides insights for developing sustainable water management strategies in other semi-arid regions. Full article
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15 pages, 2135 KiB  
Article
Pollination Strategies of Eranthis stellata (Ranunculaceae), a Spring Ephemeral with Elaborate Petals
by Jiudong Zhang, Jie Sui, Lin Wang, Xianhua Tian, Xiaohui Zhang, Jing Xu and Tianpeng Gao
Biology 2025, 14(7), 804; https://doi.org/10.3390/biology14070804 - 3 Jul 2025
Viewed by 272
Abstract
Spring ephemerals have different pollination strategies to avoid the rareness and/or low activity of insect pollinators caused by low temperature in early spring. However, limited research has been conducted on the effects of elaborate petals and the pseudonectaries on petals on pollinator attraction. [...] Read more.
Spring ephemerals have different pollination strategies to avoid the rareness and/or low activity of insect pollinators caused by low temperature in early spring. However, limited research has been conducted on the effects of elaborate petals and the pseudonectaries on petals on pollinator attraction. We examined the role of the elaborate petals and the pseudonectaries in pollinator attractions of the spring ephemeral Eranthis stellata (Ranunculaceae) using a combination of observational and experimental approaches. The results indicated that the color contrast created by the yellow pseudonectaries that did not secrete nectar on the white petals, was more attractive to both bees and flies as nectar guides, but only bees with relatively longer tongues could access nectar at the base of the petal tubes. Also, the pseudonectaries were food deception for fly visitors. Food deception as a mechanism to increase the efficiency of pollination has not been reported for Ranunculaceae or other basal eudicots. Full article
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24 pages, 737 KiB  
Article
Sustainability of Masstige Brands’ Identitary Values
by Živilė Sederevičiūtė-Pačiauskienė and Sigita Kamašauskė
Sustainability 2025, 17(13), 5919; https://doi.org/10.3390/su17135919 - 27 Jun 2025
Viewed by 363
Abstract
Masstige fashion brands present a promising alternative to both luxury and fast fashion in the context of sustainability, offering an affordable yet prestigious option. However, these brands face the challenge of leveraging digital transformation tools while balancing prestige and accessibility. With its visual [...] Read more.
Masstige fashion brands present a promising alternative to both luxury and fast fashion in the context of sustainability, offering an affordable yet prestigious option. However, these brands face the challenge of leveraging digital transformation tools while balancing prestige and accessibility. With its visual appeal, interactive features, and daily usage, Instagram Stories is a highly engaging communication tool for masstige brands. Despite its importance, ephemeral brand communication remains an underexplored area. This study investigates how young consumers interpret and decode Instagram Stories featuring human models from masstige fashion brands that represent identitary values Sexuality and Seduction, Seasonality, and Renewal. Using mind mapping and focus group discussions with 75 frequent Instagram users, findings reveal that audiences actively reinterpret brand messages, sometimes reshaping their intended meaning. Highly stylized celebrities led to skepticism or disengagement, while authentic, everyday portrayals fostered positive engagement. Sexualized imagery was often reframed as functional rather than aspirational. The study reveals that while brands aim to communicate identitary values such as Sexuality and Seduction, these are usually reinterpreted or even rejected by users in favor of values like comfort, simplicity, or emotional authenticity. Conversely, values like Seasonality, Renewal, and Quality were more consistently recognized and positively decoded, suggesting a more substantial alignment between brand encoding and audience perception in those domains. Full article
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19 pages, 8913 KiB  
Article
The Effects of Nearshore Forest Thinning on Upland Habitat Use by Pond-Breeding Amphibians in a Montane Coniferous Forest
by Andrew McIntyre, Karen L. Pope, Adam K. Cummings, Shawn J. Wheelock and Jonah Piovia-Scott
Forests 2025, 16(7), 1059; https://doi.org/10.3390/f16071059 - 26 Jun 2025
Viewed by 321
Abstract
Forest thinning treatments are expanding in scope and scale to counter increasing wildfire risk. Such treatments are being applied in aquatic-adjacent forests that provide a critical habitat for sensitive amphibians, yet little is known about the impact of these treatments. We used a [...] Read more.
Forest thinning treatments are expanding in scope and scale to counter increasing wildfire risk. Such treatments are being applied in aquatic-adjacent forests that provide a critical habitat for sensitive amphibians, yet little is known about the impact of these treatments. We used a 5-year (2017–2021) before–after–control–impact experiment to investigate the effects of hand-thinning on pond-breeding amphibian activity around an ephemeral lake in the southern Cascade Range of California. We found that hand-thinning had no detectable negative effects on long-toed salamanders (Ambystoma macrodactylum) and western toads (Anaxyrus boreas) and significantly increased adult Sierran chorus frog (Pseudacris sierra) activity (χ2 = 4.70, df = 1, p = 0.030) in upland habitats. These results are consistent with pre-treatment habitat associations—chorus frog activity was higher when tree density was lower, and the treatment reduced tree density; adult long-toed salamanders and western toads were positively associated with canopy closure, which was not significantly reduced by the treatment. In addition, late-season surface activity of adult long-toed salamanders and chorus frogs was strongly associated with fall rain events when they tend to cluster very near the lake edge. Hand-thinning in aquatic-adjacent habitat may have minimal negative impacts, and even some positive impacts, on pond-breeding amphibians in coniferous forests, especially if treatments are not implemented during periods of high amphibian activity and do not substantially alter canopy closure. Full article
(This article belongs to the Section Forest Biodiversity)
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21 pages, 6399 KiB  
Article
An Upscaling-Based Strategy to Improve the Ephemeral Gully Mapping Accuracy
by Solmaz Fathololoumi, Daniel D. Saurette, Harnoordeep Singh Mann, Naoya Kadota, Hiteshkumar B. Vasava, Mojtaba Naeimi, Prasad Daggupati and Asim Biswas
Land 2025, 14(7), 1344; https://doi.org/10.3390/land14071344 - 24 Jun 2025
Viewed by 339
Abstract
Understanding and mapping ephemeral gullies (EGs) are vital for enhancing agricultural productivity and achieving food security. This study proposes an upscaling-based strategy to refine the predictive mapping of EGs, utilizing high-resolution Pléiades Neo (0.6 m) and medium-resolution Sentinel-2 (10 m) satellite imagery, alongside [...] Read more.
Understanding and mapping ephemeral gullies (EGs) are vital for enhancing agricultural productivity and achieving food security. This study proposes an upscaling-based strategy to refine the predictive mapping of EGs, utilizing high-resolution Pléiades Neo (0.6 m) and medium-resolution Sentinel-2 (10 m) satellite imagery, alongside ground-truth EGs mapping in Niagara Region, Canada. The research involved generating spectral feature maps using Blue, Green, Red, and Near-infrared spectral bands, complemented by indices indicative of surface wetness, vegetation, color, and soil texture. Employing the Random Forest (RF) algorithm, this study executed three distinct strategies for EGs identification. The first strategy involved direct calibration using Sentinel-2 spectral features for 10 m resolution mapping. The second strategy utilized high-resolution Pléiades Neo data for model calibration, enabling EGs mapping at resolutions of 0.6, 2, 4, 6, and 8 m. The third, or upscaling strategy, applied the high-resolution calibrated model to medium-resolution Sentinel-2 imagery, producing 10 m resolution EGs maps. The accuracy of these maps was evaluated against actual data and compared across strategies. The findings highlight the Variable Importance Measure (VIM) of different spectral features in EGs identification, with normalized near-infrared (Norm NIR) and normalized red reflectance (Norm Red) exhibiting the highest and lowest VIM, respectively. Vegetation-related indices demonstrated a higher VIM compared to surface wetness indices. The overall classification error of the upscaling strategy at spatial resolutions of 0.6, 2, 4, 6, 8, and 10 m (Upscaled), as well as that of the direct Sentinel-2 model, were 7.9%, 8.2%, 9.1%, 10.3%, 11.2%, 12.5%, and 14.5%, respectively. The errors for EGs maps at various resolutions revealed an increase in identification error with higher spatial resolution. However, the upscaling strategy significantly improved the accuracy of EGs identification in medium spatial resolution scenarios. This study not only advances the methodology for EGs mapping but also contributes to the broader field of precision agriculture and environmental management. By providing a scalable and accessible approach to EGs mapping, this research supports enhanced soil conservation practices and sustainable land management, addressing key challenges in agricultural sustainability and environmental stewardship. Full article
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22 pages, 13795 KiB  
Article
The Nucleation and Degradation of Pothole Wetlands by Human-Driven Activities and Climate During the Quaternary in a Semi-Arid Region (Southern Iberian Peninsula)
by A. Jiménez-Bonilla, I. Expósito, F. Gázquez, J. L. Yanes and M. Rodríguez-Rodríguez
Geographies 2025, 5(3), 27; https://doi.org/10.3390/geographies5030027 - 24 Jun 2025
Viewed by 266
Abstract
In this study, we selected a series of pothole wetlands to investigate their nucleation, evolution, and recent anthropogenic degradation in the Alcores Depression (AD), southern Iberian Peninsula, where over 100 closed watersheds containing shallow, ephemeral water bodies up to 2 hm2 have [...] Read more.
In this study, we selected a series of pothole wetlands to investigate their nucleation, evolution, and recent anthropogenic degradation in the Alcores Depression (AD), southern Iberian Peninsula, where over 100 closed watersheds containing shallow, ephemeral water bodies up to 2 hm2 have been identified. We surveyed the regional geological framework, utilized digital elevation models (DEMs), orthophotos, and aerial images since 1956. Moreover, we analyzed precipitation and temperature data in Seville from 1900 to 2024, collected hydrometeorological data since 1990 and modelled the water level evolution from 2002 to 2025 in a representative pothole in the area. Our observations indicate a flooded surface reduction by more than 90% from the 1950s to 2025. Climatic data reveal an increase in annual mean temperatures since 1960 and a sharp decline in annual precipitation since 2000. The AD’s inception due to tectonic isolation during the Quaternary favoured the formation of pothole wetlands in the floodplain. The reduction in the hydroperiod and wetland degradation was primarily due to agricultural expansion since 1950, which followed an increase in groundwater extraction and altered the original topography. Recently, decreased precipitation has exponentially accelerated the degradation and even the complete disappearance of many potholes. This study underscores the fragility of small wetlands in the Mediterranean basin and the critical role of human management in their preservation. Restoring these ecosystems could be a highly effective nature-based solution, especially in semi-arid climates like southern Spain. These prairie potholes are crucial for enhancing groundwater recharge, which is vital for maintaining water availability in regions with limited precipitation. By facilitating rainwater infiltration into the aquifer, recharge potholes increase groundwater levels. Additionally, they capture and store run-off during heavy rainfall, reducing the risk of flooding and soil erosion. Beyond their hydrological functions, these wetlands provide habitats that support biodiversity and promote ecological resilience, reinforcing the need for their protection and recovery. Full article
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23 pages, 486 KiB  
Article
Copyright Implications and Legal Responses to AI Training: A Chinese Perspective
by Li You and Han Luo
Laws 2025, 14(4), 43; https://doi.org/10.3390/laws14040043 - 23 Jun 2025
Viewed by 893
Abstract
The emergence of generative AI presents complex challenges to existing copyright regimes, particularly concerning the large-scale use of copyrighted materials in model training. Legal disputes across jurisdictions highlight the urgent need for a balanced, principle-based framework that protects the rights of creators while [...] Read more.
The emergence of generative AI presents complex challenges to existing copyright regimes, particularly concerning the large-scale use of copyrighted materials in model training. Legal disputes across jurisdictions highlight the urgent need for a balanced, principle-based framework that protects the rights of creators while fostering innovation. In China, a regulatory approach of “moderate leniency” has emerged—emphasizing control over downstream AI-generated content (AIGC) while adopting a more permissive stance toward upstream training. This model upholds the idea–expression dichotomy, rejecting theories such as “retained expression” or “retained style”, which improperly equate ideas with expressions. A critical legal distinction lies between real-time training, which is ephemeral and economically insignificant, and non-real-time training, which involves data retention and should be assessed under fair use test. A fair use exception specific to AI training is both timely and justified, provided it ensures equitable sharing of technological benefits and addresses AIGC’s potential substitutive impact on original works. Furthermore, technical processes like format conversion and machine translation do not infringe derivative rights, as they lack human creativity and expressive content. Even when training involves broader use, legitimacy may be established through the principle of technical necessity within the reproduction right framework. Full article
13 pages, 8252 KiB  
Article
Ephemeral Art as Political Commentary: Russia’s Financial Woes and French Satirical Postcards, 1905–1907
by Alison Rowley
Arts 2025, 14(3), 66; https://doi.org/10.3390/arts14030066 - 6 Jun 2025
Viewed by 695
Abstract
This article looks at the ways in which satirical postcards provided political commentary at a pivotal moment in the Franco-Russian alliance. Often overlooked as a medium of communication, turn-of-the-20th-century postcards reflected contemporary cultural values and were an important art form. Here, the focus [...] Read more.
This article looks at the ways in which satirical postcards provided political commentary at a pivotal moment in the Franco-Russian alliance. Often overlooked as a medium of communication, turn-of-the-20th-century postcards reflected contemporary cultural values and were an important art form. Here, the focus is on postcards created by Orens and Mille, two of the best caricaturists of the day, as their work offered scathing critiques of Russia’s constant need for financial assistance from its ally and point to the ways in which the public was growing weary of these demands. Closely examining some of their postcards shows how such sentiments were expressed in visual form while also revealing the power of ephemeral materials as historical sources. Full article
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25 pages, 2843 KiB  
Article
Leveraging Phenology to Assess Seasonal Variations of Plant Communities for Mapping Dynamic Ecosystems
by Thilina D. Surasinghe, Kunwar K. Singh and Lindsey S. Smart
Remote Sens. 2025, 17(10), 1778; https://doi.org/10.3390/rs17101778 - 20 May 2025
Viewed by 558
Abstract
Seasonally dynamic plant communities present challenges for remote mapping, but estimating phenology can help identify periods of peak spectral distinction. While phenology is widely used in environmental and agricultural mapping, its broader ecological applications remain underexplored. Using a temperate wetland complex as a [...] Read more.
Seasonally dynamic plant communities present challenges for remote mapping, but estimating phenology can help identify periods of peak spectral distinction. While phenology is widely used in environmental and agricultural mapping, its broader ecological applications remain underexplored. Using a temperate wetland complex as a case study, we leveraged NDVI time series from Sentinel imagery to refine a wetland classification scheme by identifying periods of maximum plant community distinction. We estimated plant phenology with ground-reference points and mapped the study area using Random Forest (RF) with both Sentinel and PlanetScope imagery. Most plant communities showed distinct phenological variations between April–June (growing season) and September–October (transitional season). Merging phenologically similar communities improved classification accuracy, with April and September imagery yielding better results than the peak summer months. Combining both seasons achieved the highest classification accuracy (~77%), with key RF predictors including digital elevation, and near-infrared and tasseled cap indices. Despite its higher spatial resolution, PlanetScope underperformed compared to Sentinel, as spectral similarities between plant communities limited classification accuracy. While Sentinel provides valuable data, higher spectral resolution is needed for distinguishing similar plant communities. Integrating phenology into mapping frameworks can improve the detection of rare and ephemeral vegetation, aiding conservation efforts. Full article
(This article belongs to the Section Ecological Remote Sensing)
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19 pages, 12021 KiB  
Article
Assessing the Impact of Groundwater Extraction and Climate Change on a Protected Playa-Lake System in the Southern Iberian Peninsula: La Ratosa Natural Reserve
by Miguel Rodríguez-Rodríguez, Laszlo Halmos, Alejandro Jiménez-Bonilla, Manuel Díaz-Azpiroz, Fernando Gázquez, Joaquín Delgado, Ana Fernández-Ayuso, Inmaculada Expósito, Sergio Martos-Rosillo and José Luis Yanes
Geographies 2025, 5(2), 21; https://doi.org/10.3390/geographies5020021 - 8 May 2025
Viewed by 842
Abstract
We modeled the water level variations in a protected playa-lake system (La Ratosa Natural Reserve, S Spain) comprising two adjacent playa-lakes: La Ratosa and Herriza de los Ladrones. For this purpose, daily water balances were applied to reconstruct the water level. Model results [...] Read more.
We modeled the water level variations in a protected playa-lake system (La Ratosa Natural Reserve, S Spain) comprising two adjacent playa-lakes: La Ratosa and Herriza de los Ladrones. For this purpose, daily water balances were applied to reconstruct the water level. Model results were validated using actual water level monitoring over the past 20 years. We surveyed post-Pliocene geological structures in the endorheic watershed to investigate lake nucleation and to improve the hydrogeological model. Additionally, we investigated the groundwater level evolution in nearby aquifers, which have been profusely affected by groundwater exploitation for domestic and agricultural use. Then, the RCP 4.5 and RCP 8.5 climate change scenarios were applied to forecast the future of this lake system. We found that the playa-lake hydroperiod will shorten, causing the system to shift from seasonal to ephemeral, which appears to be a general trend in this area. However, the impact on the La Ratosa-Herriza de los Ladrones system would be likely more severe due to local stressors, such as groundwater withdrawal for urban demand and agriculture, driving the system to complete desiccation for extended periods. These results highlight the sensitivity of these protected ecosystems to changes in the watershed’s water balance and underscore the urgent need to preserve watersheds from any form of water use, other than ecological purposes. This approach aims to support informed decision-making to mitigate adverse impacts on these fragile ecosystems, ensuring their ecological integrity in the context of climate change and increasing water demand for various uses. Full article
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