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Research Article Open Access
Using the kriging method based on cross-validation stepwise variable selection to optimize anaerobic wastewater treatment process
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In this study, process parameters for wastewater treatment are optimised in order to improve the efficiency of energy recovery from wastewater treatment. In order to identify process parameters that have a significant impact on carbon recovery, we propose a stepwise forward variable selection method based on K-fold cross kriging to validate the loss ER.The results show that for complex wastewater treatment systems, the cross-validated kriging-based stepwise variable selection method can predict carbon recovery quickly and accurately. Finally, this paper combines the kriging prediction model with the PSO optimisation strategy to determine the optimal set points of process parameters with the objective of maximising carbon recovery.
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Ecological impacts of geography and traditional culture on the Tibetan plateau
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There are diverse factors influencing the ecology of the Qinghai-Tibet Plateau, and this article primarily discusses them from two perspectives. These include the impact of natural geographical conditions and the influence of cultural traditions. Natural geographical conditions primarily consider the plateau's unique geographical location and altitude, while cultural traditions mainly involve local religious beliefs and customs affecting the ecology. The article primarily demonstrates a comprehensive understanding of the current ecological state of the Qinghai-Tibet Plateau from multiple angles and discusses how these factors can be utilized to protect and improve the ecological situation.
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Sleep stages and brain oscillations: An in-depth analysis using quantitative and mathematical models
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This study explores the intricate relationship between sleep stages and brain oscillations, utilizing quantitative EEG analysis and mathematical models. We examine the distinct EEG characteristics of light sleep, deep sleep, and REM sleep, focusing on power spectral density (PSD), coherence, and phase synchronization analyses. The Ising model and Kuramoto model provide frameworks for understanding the synchronization dynamics and phase relationships of neuronal populations across sleep stages. Our findings highlight significant variations in oscillatory activity, coherence, and phase synchronization, offering insights into the neural mechanisms underlying sleep regulation. Additionally, we discuss the implications of these findings for sleep disorders such as insomnia, sleep apnea, and narcolepsy, demonstrating how mathematical models can predict therapeutic outcomes and guide targeted interventions. This comprehensive analysis contributes to the understanding of sleep architecture and the development of novel treatments for sleep disorders.
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Research and analysis of the ecological environment index of broad-leaved Korean Pine Forest in Changbai mountain
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In order to better study and analyze the ecological environment index of the broad-leaved Korean pine forest in Changbai Mountain, 30 sets of data related to the ecological environment index of the broad-leaved Korean pine forest and six influencing factors were collected. The influencing factors, including slope, temperature, humidity, soil erosion, elevation, and pressure, were analyzed for their correlation with the ecological environment index of the broad-leaved Korean pine forest through polynomial fitting. The results indicate that the ecological environment index increases with the increase of slope, temperature, humidity, and pressure, while it decreases with the increase of soil erosion and elevation. Soil erosion has the greatest impact on the variation of the ecological environment index of the broad-leaved Korean pine forest. Additionally, other factors such as slope, temperature, humidity, elevation, and pressure also affect the ecological environment index, thus requiring comprehensive consideration for the formulation of comprehensive ecological protection strategies.
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Impacts of El Nino on renewable energy industry and fishery and aquaculture industry around the pacific
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The effects of climate change on the world economy come into view in recent years, in El Nino is one of the most intricate and solid problems in predicting its occurrence and mitigating its effects. Former studies include its impacts on fishery and aquaculture, agriculture and major crops and the renewable energy market. Possible impacts include reproductive failure of fish, worsening well-being of people in coastal consortiums, decreasing production in maize, especially in warmer regions and decreasing efficiency and quantity of wind power production. Observed regions varied from the South American Coast and Peruvian waters to Malaysia, but neither of them compared the differences between each region as their major part. In this paper, fixed effects and dummy variable regression are used to evaluate El Nino’s impact on fishery and renewable energy industries and contrast the differences between Japan, the USA and Australia. Results show that El Nino has a clear restraint on both industries but a stable increase in renewable energy production makes the relationship positive. Among the countries, Japan is the most restrained in both industries while the USA is the least affected. Among the different renewable energy sources, solar energy is promoted while hydro energy is restrained.
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The history context and future directions of lactic acid
Lactic acid, initially considered a neglected metabolic waste product, has gradually shown its irreplaceable value in the human body. Up to now, it has become a hot topic of current research. From its first time its discovery in milk to its becoming a product of cellular respiration and metabolism, lactic acid was viewed to be a useless product in metabolism and therefore resulted in the suspension of related research. Later, with the birth of the concept of lactate shuttle between cells, lactate once again showed a very important function in the energy field of physiological research, including the participation of whole-body energy metabolism and the regulation of the cancer microenvironment. However, after some time, the research on lactic acid seems to have stalled again in the role of lactic acid as a small molecule. Not until 2019, the discovery of acetylation of histone extended a new field of lactate research epigenetic modification. This review summarizes the research on various aspects of lactate and highlights the progress and application of lactate in histone modification.
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Enhancing transparency and security in blood donation management through blockchain technology
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In the context of the increasing importance of digitalization and cybersecurity, exploring the application of blockchain and smart contract technologies in blood donation management aims to enhance data transparency and privacy protection, addressing challenges in current healthcare systems. This paper explores the transformative potential of blockchain and smart contract technologies in digitalizing the blood donation process. By leveraging the Ethereum platform and employing a Browser/Server (B/S) architecture integrated with Solidity programming and web development practices, this paper proposes a novel framework designed to enhance the transparency, digitalization, and shared accessibility of blood donation data. The implementation of this system within a healthcare context promises to streamline the donation process, ensuring the integrity and confidentiality of donor data, thereby fostering trust among all stakeholders involved. The findings indicate that the application of blockchain technology not only facilitates a more efficient and secure management of blood donation records but also sets a precedent for future healthcare innovations.
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Impact of personalized care on isolated older adults living with dementia
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Dementia is a common condition among older adults; it is estimated that one-third of people aged 85 and up have some form of dementia. With the growing population of dementia among older adults and the younger generation’s shift to a more individualistic lifestyle, a large number of older adults have been forced to live in isolation. Isolation can impair cognitive functions and decrease overall well-being in older adults, particularly those with dementia. Many research studies have focused on implementing and evaluating personalized care interventions for this vulnerable population in response to this issue. The purpose of this paper is to investigate the impact of personalized care on isolated older adults living with dementia. Current literature findings highlight the significance of personalized approaches that aim to satisfy the unique needs, preferences, and backgrounds of each older adult. Research demonstrates individualized care can improve emotional connections improve cognitive function and enhance well-being among older adults with dementia. Furthermore, it emphasized the importance of community engagement, caregiver training, and technological innovations in delivering effective personalized care solutions. By shedding light on the potential of personalized care for older people with dementia, this study aims to contribute to the ongoing research on enhancing the well-being and quality of life for isolated older adults with dementia.
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Specific application of nature-based solutions in ecological restoration
As a result of the growing human capacity to exploit and the rising and demand for natural resources, the earth is now experiencing ecological overload.Ecological restoration has emerged as a significant concern that human beings must confront. The notion of “Nature-based Solutions” introduced by the International Union for Conservation of Nature (IUCN) in 2004 has garnered increasing scholarly interest in recent years . As to the IUCN, nature-based solutions refer to measures that safeguard, responsibly oversee, and rehabilitate both natural and modified ecosystems. Since the concept of “nature-based solution” was put forward, numerous scholars have made various attempts to use it in the field of ecological restoration. Through the method of literature review, this paper elucidates the basic principles of ecological restoration and nature-based solutions. This research studies the specific implementation of nature-based solutions in ecological restoration, focusing on their specific application in water body and land restoration. Additionally, this paper summarizes the advancements made in this field of research and provides illustrative examples of nature-based solutions applied in ecological restoration.
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Reviewing the feasibility for a renewable society powered by photovoltaic boards
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This paper investigates the feasibility of pursuing a future for renewable energy with photovoltaic boards by reviewing economic and environmental data. Initially, in order to meet society’s always-increasing need for electricity, the paper envisions a future with microgrids and looks into the possibility of including photovoltaic boards or lithium-ion batteries. First, the long-term prognosis, subsidies, and initial costs are all taken into account in the economic aspect. In this research, data from NREL and FORBES are reviewed. Secondly, through the analysis of environmental data – taken from various research papers -- the production and recycling methods are compared. By combining the two analyses, the conclusion ultimately deems the future for a world of solar energy as practical. Lastly, improvements and suggestions are provided to augment the feasibility of the future that is more dependent upon solar panels which include the enhancement of daily practices, installation, and economic and environmental suggestions for the governments.
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