Changing Face Research Articles

A novel intelligent control of discrete-time nonlinear systems in the presence of output saturation

In this paper, a model free control method for a class of discrete time nonlinear systems is introduced. A type-3 fuzzy system estimates the unknown parameters required by the control system. The control system only uses the input and output data of the plant and therefore does not need to know its mathematical equations. On the other hand, the phenomenon of output saturation is a challenging problem for all control systems, addressed in detail in the proposed method. The convergence of the proposed method is guaranteed, and the control system is very robust in the face of changes in the dynamics of the plant. The simulation results on discrete-time nonlinear systems show that the proposed method is very accurate despite the high speed of convergence. In addition, the proposed method is robust for modeling uncertainties and has a better root mean square error and step response time compared to the other methods. Also, a comparison has been made between type-1 to type-3 fuzzy systems and control system based on trial and error, which shows firstly the importance of the presence of fuzzy system and secondly the superiority of type-3 fuzzy system compared to the other two types.

The more, the better: queer urban spatialities of Seoul in three films

ABSTRACT Queer space in South Korea’s primate city Seoul has historically remained excluded or invisible across multiple temporalities: in official histories and accounts of the past, in present urban life, and in planning for the future. This is especially noticeable in the municipal government’s numerous revitalization plans which focus on known ‘gayborhoods’ such as Jongno 3-ga. This article identifies and analyzes the structure of differing queer spatialities present in Seoul through close reading and examination of three films: the auteur produced A Cheonggyecheon Dog (2008), the realist documentary Miracle on Jongno Street (2010), and the archival art film Dadaikseon (2018). In these filmic representations, we observe multiple spatialities in Seoul that reflect the precarity and isolation faced by queer individuals in processes of urban redevelopment, the Janus-faced nature of urban space during the night versus the day which can allow or inhibit queer collectivity, and the dynamic erasure of urban spaces which fall outside of hegemonic norms in the face of urban change and gentrification. In the face of the homogenization of Seoul’s urban space, we argue that the identification of a multiplicity of queer spatialities opens up possibility and alternatives to dominant processes and patterns of urbanization, modernization and homogenization – that is, the more non-normative spatialities, the better.

THEORETICAL BASIS OF THE FORMATION AND DEVELOPMENT OF GREEN BUILDING

Green construction is a key element of Ukraine's sustainable development, as it contributes to reducing the impact on the environment and increasing the energy efficiency of buildings, which is critically important in the face of global climate change and modern challenges. Green construction also supports Ukraine's integration into the international economy through the implementation of environmental standards, which increases the competitiveness of domestic companies. The purpose of the article is to single out the theoretical basis of the formation and development of green construction, as well as to determine the main problems in this field in Ukraine and ways to solve them. The analysis of Ukrainian and foreign studies have showed that the development of green construction in Ukraine has significant potential, especially under the condition of effective implementation of international standards and their adaptation to local realities, which will contribute not only to the preservation of the environment, but also to economic development, improving the quality of life and health population. The theoretical basis of the formation and development of green construction is systematized. The legislative and regulatory framework for green construction aimed at supporting ecologically sustainable development and construction in Ukraine has been analyzed. The main problems faced by green construction on the way to its development in Ukraine (insufficient regulatory framework, high cost of implementing ecological technologies, low level of public awareness and environmental culture, lack of qualified specialists, technical limitations and infrastructure challenges) are identified, and also given possible solutions to these problems. It is noted that for the further development of green construction, it is necessary to implement comprehensive strategies, which include stimulating investments in the green sector, developing and implementing new technologies, raising quality standards, and promoting environmental education. It is emphasized that government support through financial instruments, such as tax incentives and subsidies, can also contribute to increasing the number of green buildings.

The Role Of Knowledge Management In Increasing Organizational Flexibility To Face The Changes Brought By The Industrial Revolution 4.0

The importance of knowledge management integration in increasing organisational flexibility in the midst of the Industrial Revolution 4.0, which demands rapid adaptation and responsiveness, requires organisations to continue to innovate in the dynamics of change. The purpose of this study is to explore the relationship between knowledge management and organisational flexibility and provide practical recommendations to optimise the application of knowledge management to improve organisational responsiveness. The research method uses a qualitative approach with literature study as the main source of data. The results revealed that effective integration between knowledge management and organisational flexibility can provide a significant competitive advantage. However, in its implementation, there are obstacles such as cultural resistance and technological limitations. The conclusion of this study confirms that a thorough and integrated application of knowledge management is the key to increasing organisational flexibility in the digital era. The implication of these findings is the need for organisational commitment to build a culture of knowledge sharing, adopt technologies that support knowledge management and align strategies with overall business objectives to ensure success in the face of change and maintain competitiveness in a dynamic market.

Ladybird Beetle Diversity in Natural and Human-Modified Habitats in the San Cristóbal Island, Galapagos, Ecuador.

This study investigates the species richness and distribution of ladybird beetles (Coccinellidae) across various habitats on San Cristóbal Island in the Galápagos Archipelago, Ecuador. Through extensive field surveys, we catalogued nineteen species, including four previously known species (two endemics, Psyllobora bisigma and Scymnobius scalesius, and two natives, Cycloneda sanguinea and Tenuisvalvae bromelicola). We also identified nine possibly native species reported for the first time in the Galapagos islands in this study or correspond to the first voucher specimens for the island. We collected three previously reported non-native species: Cheilomenes sexmaculata, Novius cardinalis, and Paraneda guticollis. Three species belonging to the genera Stethorus, Calloeneis, and Delphastus remain undetermined, pending further taxonomic analyses. Our findings reveal a rich and complex community with notable differences in species abundance and habitat preference. Endemic species were found to be particularly scarce and restricted mainly to crops undergoing forest regeneration and deciduous forests, emphasising their vulnerability and specialised habitat requirements. The native Cycloneda sanguinea emerged as the most prevalent species, exhibiting broad ecological adaptability. Non-native species, like Cheilomenes sexmaculata, were predominantly found in disturbed habitats, with some showing early signs of spreading into more natural environments, raising concerns about their potential impact on local biodiversity. These findings contribute valuable knowledge to understanding Coccinellidae diversity on San Cristóbal Island and highlight the importance of continued monitoring, particularly in the face of ongoing environmental change and the introduction of non-native species. This study underscores the need for targeted conservation efforts to protect the unique and fragile ecosystems of the Galápagos Archipelago.

A framework for developing a real-time lake phytoplankton forecasting system to support water quality management in the face of global change

AbstractPhytoplankton blooms create harmful toxins, scums, and taste and odor compounds and thus pose a major risk to drinking water safety. Climate and land use change are increasing the frequency and severity of blooms, motivating the development of new approaches for preemptive, rather than reactive, water management. While several real-time phytoplankton forecasts have been developed to date, none are both automated and quantify uncertainty in their predictions, which is critical for manager use. In response to this need, we outline a framework for developing the first automated, real-time lake phytoplankton forecasting system that quantifies uncertainty, thereby enabling managers to adapt operations and mitigate blooms. Implementation of this system calls for new, integrated ecosystem and statistical models; automated cyberinfrastructure; effective decision support tools; and training for forecasters and decision makers. We provide a research agenda for the creation of this system, as well as recommendations for developing real-time phytoplankton forecasts to support management.

Climatic temperature indices for the coastal resilience observatory in Tabasco (Dos Bocas)‒LANRESC

This study focused on calculating climate change indices derived from maximum and minimum temperature variables for the Coastal Resilience Observatory in Tabasco, Dos Bocas, located in Paraíso, Tabasco, Mexico. The indices were computed using CLIMPACT2, 2007 version, and a total of 26 indices were obtained for the period from 1940 to 2022. Subsequently, significant trends were calculated using statistical tests such as Mann‒Kendall, trend-free prewhitening, bias correction applied to prewhitening, and variance correction (by two methods). Sen's slope method was employed to determine the extent of alteration in extreme climate indices. Increasing trends were found in the indices tn90p (%), tx90p (%), tr (days), txgt50p (%), wdsi (days), su (days), tmge10 (days), tmge5 (days), gddgrow (days), and gsl (days), indicating the presence of local warming and providing evidence of climate change detection. These results contribute to updating climate information in the area and serve as a proposal for replication in the other six Coastal Observatories of the National Coastal Resilience Laboratory in Mexico, as part of measures related to climate stressors in coastal areas where these observatories are located. This information is valuable for decision-makers and the general population, as it will support socio-environmental adaptation and mitigation measures in the face of climate change as part of efforts to enhance the resilience of socioecosystems in coastal areas.

The changing face of castrate resistant prostate cancer

The changing face of castrate resistant prostate cancer

Species interactions drive continuous assembly of freshwater communities in stochastic environments

Understanding the factors driving the maintenance of long-term biodiversity in changing environments is essential for improving restoration and sustainability strategies in the face of global environmental change. Biodiversity is shaped by both niche and stochastic processes, however the strength of deterministic processes in unpredictable environmental regimes is highly debated. Since communities continuously change over time and space—species persist, disappear or (re)appear—understanding the drivers of species gains and losses from communities should inform us about whether niche or stochastic processes dominate community dynamics. Applying a nonparametric causal discovery approach to a 30-year time series containing annual abundances of benthic invertebrates across 66 locations in New Zealand rivers, we found a strong negative causal relationship between species gains and losses directly driven by predation indicating that niche processes dominate community dynamics. Despite the unpredictable nature of these system, environmental noise was only indirectly related to species gains and losses through altering life history trait distribution. Using a stochastic birth-death framework, we demonstrate that the negative relationship between species gains and losses can not emerge without strong niche processes. Our results showed that even in systems that are dominated by unpredictable environmental variability, species interactions drive continuous community assembly.

Adaptive small-scale fisheries in the eastern Cantabrian coast through reliance on essential species

Abstract In recent decades, small-scale fisheries (SSF) activity along the Basque coast (eastern Cantabrian) has declined, which has led remaining vessels to undergo notable shifts in their targeted species and therefore the fishing gears used, aimed at enhancing efficiency. Within that context, this study combines logbooks and sales notes spanning from 1995 to 2022 to assess inter-annual and seasonal variations in fishing activity and the main target species across different fishing gears, namely ‘fleet segments’. Results reveal that the spring Atlantic mackerel (Scomber scombrus) and summer albacore (Thunnus alalunga) seasons, with an intensified harvesting under favourable conditions during the past decade, affected the activity of all other segments throughout the year. In the face of climate change affecting harvested species, a scenario where mackerel and/or albacore seasons are disturbed would lead the SSF to predominantly depend on European hake, mainly caught by declining longlines and set nets, as well as on complementary species. Assessing essential species targeted by each SSF segment relies on is crucial for stakeholders as it helps manage interactions between fleets targeting the same species (e.g. SSF vs. industrial and recreational fisheries), and understand gear shifts by vessels targeting specific species in certain seasons.

Sustainable food systems transformation in the face of climate change: strategies, challenges, and policy implications

Sustainable food systems transformation in the face of climate change: strategies, challenges, and policy implications

Face swapping in seizure videos for patient deidentification

ObjectiveThis study aimed to test different AI-based face-swapping models applied to videos of epileptic seizures, with the goal of protecting patient privacy while retaining clinically useful seizure semiology. We hypothesized that specific models would show differences in semiologic fidelity compared to the original clinical videos. MethodsThree open-source models, SimSwap, MobileFaceSwap and GHOST were adopted for face-swapping. For every model, an AI generated male and female image were used to replace the original faces. One representative seizure per patient from three patients with epilepsy was chosen (3 seizure videos x 3 AI models x 2 M/F swap) and remade to 18 transformed video clips. To evaluate the performance of the three models, we used both objective (AI-based) and subjective (expert clinician) evaluation. The objective assessment included four metrics for facial appearance and four metrics for facial expression changes. Four experienced epileptologists reviewed the clips and scoring according to deidentification and preservation of semiology. Kruskal-Wallis H test was used for statistical analysis among the models. ResultsIn the reproduced videos, the swapped face cannot be recognized as the original face, with no significant difference in scores of deidentification either by objective or subjective assessment. Regarding semiology preservation, no significant differences between models were observed in the objective evaluations. The subjective evaluations revealed that the GHOST model outperformed the other two models (p=0.028). ConclusionThis is the first study evaluating AI face swapping models in epileptic seizure video clips. Optimization of AI face-swapping models could enhance the accessibility of seizure videos for education and research while protecting patient privacy and maintaining semiology.

The impact of breastfeeding on facial appearance in adolescent children.

Evidence that breastfeeding impacts the facial features of children is conflicting. Most studies to date have focused on dental and skeletal malocclusion. It currently remains unclear whether such effects are of sufficient magnitude to be detectable on outward facial appearance. Here, we evaluate the extent to which maternally reported breastfeeding is associated with 3D facial shape in a large adolescent cohort. After extracting 3D facial surfaces from MR scans in 2275 9- and 10-year-old children and aligning the surfaces in dense correspondence, we analyzed the effect of breastfeeding on shape as a dichotomous (no/yes) and semi-quantitative (to assess duration in months) variable using partial least squares regression. Our results showed no effect (p = 0.532) when breastfeeding was dichotomized. However, when treated as a semi-quantitative variable, breastfeeding duration was associated with statistically significant changes in shape (p = 3.61x 10-4). The most prominent facial changes included relative retrusion of the central midface, zygomatic arches, and orbital regions along with relative protrusion of forehead, cheek, and mandible. The net effect was that as breastfeeding duration increased, the facial profile in children became flatter (less convex). The observed effects on the face, however, were subtle and likely not conspicuous enough to be noticed by most observers. This was true even when comparing the faces of children breastfed for 19-24 months to children with no reported breastfeeding. Thus, breastfeeding does appear to have detectable effect on outward facial appearance in adolescent children, but its practical impact appears to be minimal.

Integrating biochar production in biorefineries: towards a sustainable future and circular economy

AbstractBiochar, a carbon‐rich material derived from organic biomass under low‐O2 conditions, has gained importance due to its role in mitigating climate change by sequestering carbon. It can be used as an alternative energy source and has applications in nutrient cycling, improving soil properties, and removing heavy metals and organic pollutants, thus contributing to sustainable agriculture and environmental remediation. In the face of alarming climate change, rising energy demand, and increasing pollution, the integration of biochar production into biorefineries is an important strategy to promote a sustainable and circular economy. Adopting a holistic approach to biomass utilization by developing strategies to maximize biochar production along with the production of other value‐added products while improving its quality can increase biorefineries' overall sustainability and efficiency. Fine‐tuning the biorefinery process from feedstock selection to co‐production, optimizing pyrolysis conditions, and integrating it with other technologies can help to achieve this goal while generating zero waste and diversified revenues. With the biochar market growing exponentially, further research into the long‐term impact of biochar on carbon sequestration and its application in the environment is the next step.

The Biodiversity and Climate Variability Experiment (BioCliVE): Quantifying the role of biodiversity in buffering ecosystems against climatic variability

Extreme climate events such as floods and droughts are becoming increasingly frequent and intense across the world. Future climate scenarios predict both an increase in individual extreme events, as well as chronic changes in climatic seasonality. Yet, the combined and relative effects of these pressures on ecosystems remain unknown. Concurrently, human-induced ecological disruption is accelerating species extinction rates, which are estimated to be 100 to 1000 times greater than pre-human levels. This is alarming as greater biological diversity is thought to buffer ecosystem functioning against extreme climate events, thereby safeguarding the provisioning of essential ecological services that contribute to human well-being. However, how and to what extent biodiversity buffers ecosystems against climate variability remains unclear. We recently constructed experimental grassland communities in a mesocosm-based field design representing a realistic gradient of plant diversity. Both extreme events (drought and flood) and a change in seasonality of precipitation are manipulated in a full factorial design to quantify the effects of future seasonal shifts and extremes in precipitation. We will: 1) determine to what extent higher biological diversity ensures that grasslands can continue to provide multiple ecosystem services even in the context of climate change and 2) unravel the fundamental mechanisms by which this is achieved including species asynchrony and positive species interactions. Results of our experimental approach will advance our understanding of the buffering potential of plant diversity and contribute to the development of strategies for sustainable service provisioning of our ecosystems in the face of climate change.

Unleashing the potential of MSMEs in India: A strategic analysis

ABSTRACT Micro-, small, and medium-sized enterprises (MSMEs) are crucial to the Indian economy, significantly contributing to employment, industrial output, and regional development. As of March 2024, India hosts approximately 40 million MSMEs, predominantly micro-enterprises, which together account for around 30 percent of Gross Domestic Product and employ over 110 million people. This article explores the multifaceted role of MSMEs, examining their distribution across manufacturing, trade, and services sectors. The manufacturing segment, including textiles and food processing, employs about 31 percent of the MSME workforce, while trade and services sectors contribute 33 percent and 36 percent, respectively. The study reviews financing mechanisms, government policies, and human capital development, assessing the MSME sector’s resilience and adaptability in the face of economic disruptions and policy changes. Linear regression analysis reveals stability in manufacturing, fluctuations in trade, and consistent growth in the services and electricity sectors. Despite the MSME sector’s significant contributions, MSMEs face challenges, such as limited access to finance, regulatory complexity, and technological gaps. Opportunities for growth include digital transformation, export expansion, and enhanced government support. Addressing these challenges through improved credit facilities, technological support, regulatory reforms, and infrastructure development is essential for sustaining MSME growth and competitiveness. The World Congress on MSMEs underscores the need for comprehensive policy frameworks to support the MSME sector’s ongoing development and their role in driving economic progress and regional development.

Age-related differences in detecting facial emotion changes: unveiling the impact of dynamic stimuli on sensitivity

Age-related differences in detecting facial emotion changes: unveiling the impact of dynamic stimuli on sensitivity

Climate resilience in aquaculture: A cluster analysis of Chinese coastal regional production and farming practices in the face of climatic shifts 2017–2021

This study conducts a comprehensive analysis of the aquaculture industry across 11 coastal regions in eastern China from 2017 to 2021 to assess their adaptability and resilience in the face of climate change. Cluster analysis was employed to examine regional variations in aquaculture adaptation by analyzing data on annual average temperatures, annual extreme high/low temperatures, annual average relative humidity, annual sunshine duration, and total yearly precipitation alongside various aquaculture practices. The findings reveal that southern regions, such as Fujian and Guangdong, demonstrate higher adaptability and resilience due to their stable subtropical climates and advanced aquaculture technologies. In contrast, northern regions like Liaoning and Shandong, characterized by more significant climatic fluctuations, exhibit varying degrees of cluster changes, indicating a continuous need to adjust aquaculture strategies to cope with climatic challenges. Additionally, the study explores the specific impacts of climate change on species selection, disease management, and water resource utilization in aquaculture, emphasizing the importance of developing region-specific strategies. Based on these insights, several strategic recommendations are proposed, including promoting species diversification, enhancing disease monitoring and control, improving water quality management techniques, and urging governmental support for policies and technical guidance to enhance the climate resilience and sustainability of the aquaculture sector. These strategies and recommendations aim to assist the aquaculture industry in addressing future climate challenges and fostering long-term sustainable development.

Research on the Architectural Artistic Features of the World Cultural Heritage Kaiping Diaolou

Kaiping Diaolou, a UNESCO World Cultural Heritage site located in Kaiping, Guangdong Province, China, is a unique architectural form that combines defensive, residential, and aesthetic functions. This paper provides a detailed analysis of the types, architectural styles, and functional characteristics of the Kaiping Diaolou, revealing its distinctive artistic features and historical cultural significance. By introducing the number, distribution, and building materials of the diaolou, the paper showcases its broad influence and diversity. It is argued that the Kaiping Diaolou not only holds significant aesthetic and defensive value but also reflects the wisdom and innovation of the Kaiping people in the face of social changes and natural challenges. This research provides a scientific basis and new perspectives for the further protection and inheritance of this world cultural heritage.

Assessing population viability and management strategies for species recovery of the critically endangered Puerto Rican parrot

AbstractRecovery of endangered species is challenging and lengthy, especially when it involves reintroduction and dynamic environmental conditions. Because managers often need to decide between many management strategies with uncertain outcomes, periodically assessing progress toward recovery using population viability analysis (PVA) can help guide decision‐making. We developed a PVA for the critically endangered Puerto Rican parrot (Amazona vittata) to evaluate current status and potential future management strategies to reach goals set in the Recovery Plan. Having grown from their nadir of 13 birds in 1976 to 686 in 2021, the recovery effort has made great progress. Using 15 years of data, we built an individual‐based PVA that included interactions between two captive and three wild populations connected via annual releases. If management continues as planned, the wild populations have no to moderate risks of extinction (0–32%) over the next 100 years. However, wild populations remain dependent on releases to sustain growth, and recovery targets for stable population growth and connectivity have not yet been reached. Our analysis suggests that hurricanes are an impediment to reaching recovery targets and impact some wild populations more than others based on geography. Projections with climate‐change‐induced higher hurricane impact resulted in wild populations being less likely to stabilize. We identified demographic rates and associated management strategies that could positively impact wild populations: increasing reproduction (e.g., via increasing artificial nests, improving nest success) and decreasing first‐year mortality (e.g., via targeted predator control). Based on our current understanding of Puerto Rican parrot demographics, species recovery will continue to be management‐dependent unless demographic rates can be altered. As more data are gathered, especially for data‐sparse populations and in the face of environmental change, future iterations of this model can re‐evaluate progress, update management strategies, and provide support for deciding if and when to delist this iconic species.