COVID-19 is a pandemic that has affected nearly every country in the world.At present,sustainable development in the area of public health is considered vital to securing a promising and prosperous future for humans.H...COVID-19 is a pandemic that has affected nearly every country in the world.At present,sustainable development in the area of public health is considered vital to securing a promising and prosperous future for humans.However,widespread diseases,such as COVID-19,create numerous challenges to this goal,and some of those challenges are not yet defined.In this study,a Shallow Single-Layer Perceptron Neural Network(SSLPNN)and Gaussian Process Regression(GPR)model were used for the classification and prediction of confirmed COVID-19 cases in five geographically distributed regions of Asia with diverse settings and environmental conditions:namely,China,South Korea,Japan,Saudi Arabia,and Pakistan.Significant environmental and non-environmental features were taken as the input dataset,and confirmed COVID-19 cases were taken as the output dataset.A correlation analysis was done to identify patterns in the cases related to fluctuations in the associated variables.The results of this study established that the population and air quality index of a region had a statistically significant influence on the cases.However,age and the human development index had a negative influence on the cases.The proposed SSLPNN-based classification model performed well when predicting the classes of confirmed cases.During training,the binary classification model was highly accurate,with a Root Mean Square Error(RMSE)of 0.91.Likewise,the results of the regression analysis using the GPR technique with Matern 5/2 were highly accurate(RMSE=0.95239)when predicting the number of confirmed COVID-19 cases in an area.However,dynamic management has occupied a core place in studies on the sustainable development of public health but dynamic management depends on proactive strategies based on statistically verified approaches,like Artificial Intelligence(AI).In this study,an SSLPNN model has been trained to fit public health associated data into an appropriate class,allowing GPR to predict the number of confirmed COVID-19 cases in an area based on the given values of selected parameters. Therefore, this tool can help authorities in different ecological settingseffectively manage COVID-19.展开更多
Managing waste has been an aged-old challenge, especially in developing cities, like the Freetown Metropolitan City. Solid Waste and/or waste in general is an artefact of human activities that can spring from individu...Managing waste has been an aged-old challenge, especially in developing cities, like the Freetown Metropolitan City. Solid Waste and/or waste in general is an artefact of human activities that can spring from individuals, families, community, commercial/industrial operations etc. This study is a qualitative investigation, and it is intended to gather an inclusive knowledge of solid wastes management for better public health in Freetown, the Capital City of Sierra Leone. Statistical analysis was employed to observe numerical representations on a wide range of selected data. In an attempt to achieve the aim of this research project, reviews of available online resources were exploited, and juxtaposed with everyday knowledge in the existing state of the Freetown’s municipality solid waste management. The study revealed that residents in Freetown produce an average 0.45 kg of solid waste per individual per day. It was further established that biodegradable/organic matters comprise approximately 75% to 85% of total waste stream along with assorted retired furniture, scarp metals and plastic bags as most important recyclable elements. The hitches connected with municipal solid waste management in Freetown have become palpable, spanning from the past decade to date. Among many other factors, an upsurge influx urbanisation after the 11 years brutal civil war that ended in 2001, combine up with insufficient approved dumping sites for waste disposal and institutional incapability stand out. In this project, the contemporary approach of solid waste disposal in Freetown was carefully assessed with efforts to bring out the most feasible alternatives of solid waste disposal and acclaim ways of refining its activities. It was concluded from the study that, solid wastes in the Freetown Municipality must be tackled in a synergetic approach. That is, government corroborating with private solid waste managing actors so as to enhance an excellent better-public health, sustainable environmental, urban economic development and a resourceful energy paradigm.展开更多
Public-private partnerships(PPPs) have reshaped the institutional structure of global governance.They have advanced collaboration on core issues such as health, clean energy, the rights of women and children, and acce...Public-private partnerships(PPPs) have reshaped the institutional structure of global governance.They have advanced collaboration on core issues such as health, clean energy, the rights of women and children, and access to infrastructure, among others. But which actors create and finance public-private partnerships in global governance to advance such objectives? What are the implications of the agency behind such collaboration for influencing the global agenda on sustainable development? While some scholars and advocacy groups see the growing role of private actors as a powershift away from public institutions, others argue that such arrangements tend to be complementary to public mandates and indeed may provide a new means for international institutions to pursue such mandates. The article probes this debate by analyzing the type of actors that finance global health partnerships, an area in which the influence of hybrid initiatives is particularly prominent. It reveals that public financing remains a core and necessary condition for the emergence and functioning of PPPs. The growing share of private financing,nonetheless, has important implications for shaping partnerships agendas and steering global health and sustainability governance. Rather than a powershift or abdication of responsibilities by the state, there is rather a tendency of deliberate diffusion of power by donors toward hybrid structures.展开更多
The impact of global climate change and air pollution on mental health has become a crucial public health issue.Increased public awareness of health,advancements in medical diagnosis and treatment,the way media outlet...The impact of global climate change and air pollution on mental health has become a crucial public health issue.Increased public awareness of health,advancements in medical diagnosis and treatment,the way media outlets report environmental changes and the variation in social resources affect psychological responses and adaptation methods to climate change and air pollution.In the context of climate change,extreme weather events seriously disrupt people's living environments,and unstable educational environments lead to an increase in mental health issues for students.Air pollution affects students'mental health by increasing the incidence of diseases while decreasing contact with nature,leading to problems such as anxiety,depression,and decreased cognitive function.We call for joint efforts to reduce pollutant emissions at the source,improve energy structures,strengthen environmental monitoring and governance,increase attention to the mental health issues of students,and help student groups build resilience;by establishing public policies,enhancing social support and adjusting lifestyles and habits,we can help students cope with the constantly changing environment and maintain a good level of mental health.Through these comprehensive measures,we can more effectively address the challenges of global climate change and air pollution and promote the achievement of the United Nations Sustainable Development Goals.展开更多
on July 26, 2022, the 2022 Beijing Forum on Human Rights, co-organized by the China Society for Human Rights Studies and the China Foundation for Human Rights Development, was successfully held in Beijing, with the th...on July 26, 2022, the 2022 Beijing Forum on Human Rights, co-organized by the China Society for Human Rights Studies and the China Foundation for Human Rights Development, was successfully held in Beijing, with the theme of “Working Together Towards Fairer, More Equitable, Reasonable and Inclusive Global Human Rights Governance”. About 200 senior officials, experts, and scholars from more than 70 countries and international organizations delivered fruitful results in five parallel sessions on Sustainable Development and Human Rights protection, Democracy and Human Rights protection, public Health Security and Human Rights protection, Multilateralism and Global Human Rights Governance, and open and Inclusive Development and Human Rights protection.展开更多
文摘COVID-19 is a pandemic that has affected nearly every country in the world.At present,sustainable development in the area of public health is considered vital to securing a promising and prosperous future for humans.However,widespread diseases,such as COVID-19,create numerous challenges to this goal,and some of those challenges are not yet defined.In this study,a Shallow Single-Layer Perceptron Neural Network(SSLPNN)and Gaussian Process Regression(GPR)model were used for the classification and prediction of confirmed COVID-19 cases in five geographically distributed regions of Asia with diverse settings and environmental conditions:namely,China,South Korea,Japan,Saudi Arabia,and Pakistan.Significant environmental and non-environmental features were taken as the input dataset,and confirmed COVID-19 cases were taken as the output dataset.A correlation analysis was done to identify patterns in the cases related to fluctuations in the associated variables.The results of this study established that the population and air quality index of a region had a statistically significant influence on the cases.However,age and the human development index had a negative influence on the cases.The proposed SSLPNN-based classification model performed well when predicting the classes of confirmed cases.During training,the binary classification model was highly accurate,with a Root Mean Square Error(RMSE)of 0.91.Likewise,the results of the regression analysis using the GPR technique with Matern 5/2 were highly accurate(RMSE=0.95239)when predicting the number of confirmed COVID-19 cases in an area.However,dynamic management has occupied a core place in studies on the sustainable development of public health but dynamic management depends on proactive strategies based on statistically verified approaches,like Artificial Intelligence(AI).In this study,an SSLPNN model has been trained to fit public health associated data into an appropriate class,allowing GPR to predict the number of confirmed COVID-19 cases in an area based on the given values of selected parameters. Therefore, this tool can help authorities in different ecological settingseffectively manage COVID-19.
文摘Managing waste has been an aged-old challenge, especially in developing cities, like the Freetown Metropolitan City. Solid Waste and/or waste in general is an artefact of human activities that can spring from individuals, families, community, commercial/industrial operations etc. This study is a qualitative investigation, and it is intended to gather an inclusive knowledge of solid wastes management for better public health in Freetown, the Capital City of Sierra Leone. Statistical analysis was employed to observe numerical representations on a wide range of selected data. In an attempt to achieve the aim of this research project, reviews of available online resources were exploited, and juxtaposed with everyday knowledge in the existing state of the Freetown’s municipality solid waste management. The study revealed that residents in Freetown produce an average 0.45 kg of solid waste per individual per day. It was further established that biodegradable/organic matters comprise approximately 75% to 85% of total waste stream along with assorted retired furniture, scarp metals and plastic bags as most important recyclable elements. The hitches connected with municipal solid waste management in Freetown have become palpable, spanning from the past decade to date. Among many other factors, an upsurge influx urbanisation after the 11 years brutal civil war that ended in 2001, combine up with insufficient approved dumping sites for waste disposal and institutional incapability stand out. In this project, the contemporary approach of solid waste disposal in Freetown was carefully assessed with efforts to bring out the most feasible alternatives of solid waste disposal and acclaim ways of refining its activities. It was concluded from the study that, solid wastes in the Freetown Municipality must be tackled in a synergetic approach. That is, government corroborating with private solid waste managing actors so as to enhance an excellent better-public health, sustainable environmental, urban economic development and a resourceful energy paradigm.
基金support from the Swiss Network of International Studies(SNIS project 3369)for this interdisciplinary project
文摘Public-private partnerships(PPPs) have reshaped the institutional structure of global governance.They have advanced collaboration on core issues such as health, clean energy, the rights of women and children, and access to infrastructure, among others. But which actors create and finance public-private partnerships in global governance to advance such objectives? What are the implications of the agency behind such collaboration for influencing the global agenda on sustainable development? While some scholars and advocacy groups see the growing role of private actors as a powershift away from public institutions, others argue that such arrangements tend to be complementary to public mandates and indeed may provide a new means for international institutions to pursue such mandates. The article probes this debate by analyzing the type of actors that finance global health partnerships, an area in which the influence of hybrid initiatives is particularly prominent. It reveals that public financing remains a core and necessary condition for the emergence and functioning of PPPs. The growing share of private financing,nonetheless, has important implications for shaping partnerships agendas and steering global health and sustainability governance. Rather than a powershift or abdication of responsibilities by the state, there is rather a tendency of deliberate diffusion of power by donors toward hybrid structures.
文摘The impact of global climate change and air pollution on mental health has become a crucial public health issue.Increased public awareness of health,advancements in medical diagnosis and treatment,the way media outlets report environmental changes and the variation in social resources affect psychological responses and adaptation methods to climate change and air pollution.In the context of climate change,extreme weather events seriously disrupt people's living environments,and unstable educational environments lead to an increase in mental health issues for students.Air pollution affects students'mental health by increasing the incidence of diseases while decreasing contact with nature,leading to problems such as anxiety,depression,and decreased cognitive function.We call for joint efforts to reduce pollutant emissions at the source,improve energy structures,strengthen environmental monitoring and governance,increase attention to the mental health issues of students,and help student groups build resilience;by establishing public policies,enhancing social support and adjusting lifestyles and habits,we can help students cope with the constantly changing environment and maintain a good level of mental health.Through these comprehensive measures,we can more effectively address the challenges of global climate change and air pollution and promote the achievement of the United Nations Sustainable Development Goals.
文摘on July 26, 2022, the 2022 Beijing Forum on Human Rights, co-organized by the China Society for Human Rights Studies and the China Foundation for Human Rights Development, was successfully held in Beijing, with the theme of “Working Together Towards Fairer, More Equitable, Reasonable and Inclusive Global Human Rights Governance”. About 200 senior officials, experts, and scholars from more than 70 countries and international organizations delivered fruitful results in five parallel sessions on Sustainable Development and Human Rights protection, Democracy and Human Rights protection, public Health Security and Human Rights protection, Multilateralism and Global Human Rights Governance, and open and Inclusive Development and Human Rights protection.
