ABSTRACT
Many zoonotic diseases are found in wild animals and present a serious risk to human health, in particularly the virus carried by birds flying freely around the world is hard to control. There are three main bird migration routes which cover the most areas of China. It is important to investigate and fully understand the types of avian transmitted diseases in key areas on the bird migration routines and its impacts on both birds and human health. However, no literature is available in how about the risk of virus carried by migrating birds, and how to predict and reduce this risk of virus spreading to human being so far. In this paper, we first reviewed the main pathogen types carried by birds, including coronaviruses, influenza viruses, parasites, Newcastle disease virus (NDV), etc., and then discussed the spread risk of avian viruses to human being and animals in key areas of biosafety prevention. We also analyzed and discussed the risk of cross-spread of diseases among different bird species in nature reserves located on bird migration routes which provide sufficient food sources for migratory birds and attract numerous birds. Diseases transmitted by wild birds pose a serious threat to poultry farms, where high density of poultry may become avian influenza virus (AIV) reservoirs, cause a risk of avian influenza outbreaks. Airports are mostly built in suburban areas or remote areas with good ecological environment. There are important transit places for bird migration and densely populated areas, which have serious risk of disease transmission. Finally, this paper puts forward the following prevention suggestions from three aspects. First, establish and improve the monitoring and prediction mechanism of migratory birds, and use laser technology to prevent contact between wild birds and poultry. Second, examine and identify virus types carried by birds in their habitats and carry out vaccination. Third, protect the ecological environment of bird habitat, and keep wild birds in their natural habitat, so as to reduce the contact between wild birds and human and poultry, and thus reduce the risk of virus transmission.
ABSTRACT
A mortality prediction model can be a great tool to assist physicians in decision making in the intensive care unit (ICU) in order to ensure optimal allocation of ICU resources according to the patient's health conditions. The entire world witnessed a severe ICU patient capacity crisis a few years ago during the COVID-19 pandemic. Various widely utilized machine learning (ML) models in this research field can provide poor performance due to a lack of proper feature selection. Despite the fact that nature-based algorithms in other sectors perform well for feature selection, no comparative study on the performance of nature-based algorithms in feature selection has been conducted in the ICU mortality prediction field. Therefore, in this research, a comparison of the performance of ML models with and without feature selection was performed. In addition, explainable artificial intelligence (AI) was used to examine the contribution of features to the decision-making process. Explainable AI focuses on establishing transparency and traceability for statistical black-box machine learning techniques. Explainable AI is essential in the medical industry to foster public confidence and trust in machine learning model predictions. Three nature-based algorithms, namely the flower pollination algorithm (FPA), particle swarm algorithm (PSO), and genetic algorithm (GA), were used in this study. For the classification job, the most widely used and diversified classifiers from the literature were used, including logistic regression (LR), decision tree (DT) classifier, the gradient boosting (GB) algorithm, and the random forest (RF) algorithm. The Medical Information Mart for Intensive Care III (MIMIC-III) dataset was used to collect data on heart failure patients. On the MIMIC-III dataset, it was discovered that feature selection significantly improved the performance of the described ML models. Without applying any feature selection process on the MIMIC-III heart failure patient dataset, the accuracy of the four mentioned ML models, namely LR, DT, RF, and GB was 69.9%, 82.5%, 90.6%, and 91.0%, respectively, whereas with feature selection in combination with the FPA, the accuracy increased to 71.6%, 84.8%, 92.8%, and 91.1%, respectively, for the same dataset. Again, the FPA showed the highest area under the receiver operating characteristic (AUROC) value of 83.0% with the RF algorithm among all other algorithms utilized in this study. Thus, it can be concluded that the use of feature selection with FPA has a profound impact on the outcome of ML models. Shapley additive explanation (SHAP) was used in this study to interpret the ML models. SHAP was used in this study because it offers mathematical assurances for the precision and consistency of explanations. It is trustworthy and suitable for both local and global explanations. It was found that the features that were selected by SHAP as most important were also most common with the features selected by the FPA. Therefore, we hope that this study will help physicians to predict ICU mortality for heart failure patients with a limited number of features and with high accuracy.
ABSTRACT
The emergence of globalisation and the removal of obstacles between markets have heightened rivalry between territorial areas. To have a competitive advantage, the regions have to be unique. As one of the tactics used to boost their reputation on a territorial level, territories are progressively adopting environmental policies for sustainable and shared prosperity. Indeed, effective management of urban growth depends heavily on sustainable development. In this regard, the literature occasionally refers to the "green branding” of cities, a strategy that makes use of environmental aspects to boost the allure of metropolitan environments. There is currently little consensus in the literature on the measuring of environmental performance, and no statistical study has been done to confirm the efficacy of these measures in terms of territorial competitiveness. Therefore, it is important to determine whether there is a relationship between a territory's level of sustainability and competitiveness in Italy. According to the statistical analysis of the Italian provinces, the Northeast, Northwest, Centre, and Islands are the four geographical regions with the highest average scores. This unquestionably indicates a basic comprehension and supports the notion that there is a relationship between the two variables. However, it also serves as a warning about how geographical disparities in Italy represent a major issue affecting the most diverse sectors. In addition, the COVID-19 pandemic problem has drastically altered consumer demands and goals, leading consumers to seek out more sustainable travel and cities that are designed with citizens' requirements in mind. It will therefore become more and more important to research how public and private administrators, as well as policy makers, react to these changes.
ABSTRACT
This study aims to make an investigation on the relationship between ecotourism motivation (EM), satisfaction (SA), place attachment (PA), and environmentally responsible behavior intention (ER) based on the analysis of camping tourism andstudy the mediating roles of SA and PA in the relationship between EM and ER. A questionnaire-based survey was conducted on 400 camping tourists who visited the Yunnan Province of China within the last year. The distribution of survey questionnaires range from 12 February 2023–24 February 2023. The results reveal that EM positively influences SA, PA, and ER, whereas, although SA positively impacts PA, it does not significantly affect ER. In contrast, PA positively affects ER. Furthermore, PA has a positive mediating impact on the relationship between EM and ER, whereas, SA does not significantly mediate this relationship. Finally, SA and PA act as chain mediators between EM and ER. The findings contribute to the tourism literature by shedding light on the complex relationships between EM, SA, PA, and ER in the context of camping tourism, thereby, enhancing tourist satisfaction and promoting environmentally responsible behavior, thus, contributing to the growth of a sustainable camping industry.
ABSTRACT
The COVID-19 pandemic has highlighted the importance of incorporating nature-based solutions in urban design, in order to create sustainable and resilient cities. Inspired by these events, the present study aims at exploring the mental health benefits of nature exposure during the outbreak. Secondarily, we investigate changes in use patterns towards urban green spaces (UGS) and urban blue spaces (UBS) and whether extreme conditions, such as these of a lockdown, can lead to an increase in people's appreciation of urban nature. Through an online survey, we observed that the pandemic resulted in a decrease in the frequency of visitation to UGS/UBS (p < 0.001). Significant differences were found for exercise (p < 0.001) and socialization (p < 0.05) as main drivers for visiting urban nature pre- and post-lockdown. Accordingly, visitation rates for forests (p < 0.05), playgrounds (p < 0.001), and the sea (p < 0.001) differed significantly when comparing the two periods. In people's perception, UGS/UBS are important for the urban fabric (89%). Our structural equation model indicated that nature exposure had a beneficial effect on participants' mental health (p < 0.001). Pathways that explain the relationship between nature exposure and post- lockdown value were nature relatedness, motivation, and perceived importance of UGS/UBS. No mediation could be extracted for nature exposure and mental health. Our findings show the positive association between nature exposure and mental health improvement, especially in times of crisis, as well as a shift in the "value domain” towards urban nature.
ABSTRACT
This article explores creative supervision with Headteachers and Senior Leaders following the Covid-19 pandemic. It examines the effects of a global trauma on schools and the need for effective supervision to provide a safe container for school staff. Different forms of creative supervision are considered, including the use of symbol and metaphor as well as working outdoors, in nature. (PsycInfo Database Record (c) 2023 APA, all rights reserved)
ABSTRACT
The COVID-19 pandemic required changes in habits. Tourism was one of the most affected sectors. The objective of the article was to analyze the negative impacts resulting from the pandemic on conservation projects, with emphasis on the Hyacinth Macaw Institute (Instituto Arara Azul - ITA). The research was developed through a literature review and documents from the ITA. In the years 2018 and 2019 the Hyacinth Macaw Institute received an average of 299 tourists per year, in 2020 this average dropped by 60%. With the restrictions imposed by the pandemic, people stopped traveling and visiting the projects, with this, the collection structure was affected. However, ecotourism was one of the first activities to be resumed, after a prolonged period of isolation, people look for activities that provide physical and mental well-being.
ABSTRACT
The economic turmoil and restrictions on human movement precipitated by the COVID-19 pandemic severely impacted conservation efforts. Many conservation actors rapidly implemented various adaptive measures in response to the cessation of the nature-based tourism industry, the primary revenue source for much of conservation in sub-Saharan Africa. This timely preliminary study examined the innovative use of virtual safaris, a form of virtual nature-based tourism, as an adaptive response to the crisis. Eight in-depth semi-structured interviews and two written responses from a range of ‘conservation operators' provided insight into motivations, benefits, and challenges associated with using virtual safaris. This novel study found three mechanisms through which virtual safaris helped to alleviate the effects of COVID-19 with the potential to develop conservation resilience: 1) as a stopgap measure, 2) for revenue diversification, and 3) as a means of scaling ecosystem services. Virtual safaris provided a critical lifeline for conservation operators, created a new tool to connect with distant audiences, and strengthened relationships with donors. However, this research highlighted a need to re-evaluate the role of sustainable tourism within conservation, with transformative changes essential to enhance future conservation resilience.
ABSTRACT
Tourists' preference for ecological attractions was boosted in the post-Covid-19 period and reinforced the importance of ecotourism around the world, with the appreciation of domestic trips to destinations marketed as sustainable. Therefore, the general objective of this article is to reflect on potentialities and challenges for ecotourism in the municipality of Rancharia (SP, Brazil). It should be noted that Rancharia is part of the "Sol do Oeste" and "Oeste Rios" Circuits, so there is a regional articulation focused on a tourism policy. The research methodology consisted of a theoretical review on the topic of ecotourism, tourism planning and tourism sustainability, highlighting study concepts and perspectives. Documents provided by the municipal government were consulted, such as the Master Plan, the Master Plan for Tourism Development and the Urbanistic and Environmental Master Plan. To complement the analyses, an interview was conducted with the Director of the Municipal Department of Tourism, the main activity management sector on a local scale. The results show that Rancharia has the potential to perpetuate ecotourism practices, especially when it is verified the presence of expressive natural resources in its territory and the title of Municipality of Tourist Interest (MIT) conquered in 2007, when it started to receive funds for investments in infrastructure tourism, as well as resources from the Improvement Fund for Tourist Municipalities to benefit the activity. On the other hand, the challenges are related to the opening of private properties to public visitation, as they have natural attractions that already motivate flows of people, however, they also lack investments in infrastructure for access and permanence of visitors. Likewise, it is necessary to sensitize the community to the value of ecotourism as an alternative to socioeconomic development. From this, it would be possible to structure an ecotourism itinerary with an emphasis on practices and leisure activities in contact with nature, attracting more tourist flows to the municipality.
ABSTRACT
In Colombia, overcrowding has historically been one of the main problems in prisons and penitentiaries, a fact that became more evident during the health crisis unleashed by COVID-19, as well as the way in which it violates the fundamental human rights of individuals deprived of their liberty. On the other hand, and from an educational perspective, another of the problems faced by the penitentiary system of the country is the reduced offer of training projects that have an impact on the development of the moral dimension of people in prison conditions, a shortcoming that, added to many others, hinders resocialization and explains the high recidivism in crimes.In this article, and supported by a reading of some of Dewey's works dedicated to thinking about human nature, its moral character and the characteristics of an authentic moral education, we advocate for an ethical education for people in prison conditions where the interest in transforming the conditions in which they develop and the creation of scenarios that favor the development of their capacity to reflexively examine experience through philosophy converge.Now, the conceptualizations presented here were precursors of a research process that began at the Universidad Nacional Abierta y A Distancia in the year 2021 under the guidance and accompaniment of Ph.D. Jose Barrientos-Rastrojo, professor at the University of Seville and director of the International Boecio Project, and in the framework of which stoicism workshops are developed in prisons oriented by students from different programs of the School of Education and the School of Social Sciences, Arts and Humanities. This research project led to the adaptation of the workshops to virtual and distance modalities for the work with different vulnerable groups and its impact is currently being evaluated by different degree works associated with this research.
ABSTRACT
The COVID-19 pandemic led to national lockdown measures, implying individuals' household confinement, constraining active contact with outdoor nature, with potential associated mental health consequences. Hence, this cross-sectional correlational design study with 310 participants examined the relationship between self-reported measures of variety and intensity of indoor/outdoor activities involving contact with nature, life satisfaction and affect during the first nationwide lockdown in Portugal in 2020. Results showed a positive weak association between indoor activity intensity and positive affect, and between reported indoor mental recreation of contact with nature and negative affect. Actual indoor contact with nature was positively associated with life satisfaction and positive affect. Individuals without a variety of contact with indoor nature reported lower life satisfaction than those with high variety. Indoor contact with nature seemed particularly important for well-being during lockdown. During prolonged household confinement, mental health and well-being could be promoted through outdoor contact but indoor alternatives should also be considered.
ABSTRACT
Childhoodnature encounters can flourish in the Anthropocene. Assembled theories supporting childhoodnature can produce sparks when knocked together. The chemical composition of all living things is composed of the shared building blocks of all life: carbon, hydrogen, nitrogen, oxygen, phosphorus, and sulphur. Indeed, even beyond our own planet, recent research has demonstrated that humans and our galaxy share 97% of the same atoms. Indeed, we are all merely matter circulating with and through bodies, places, and time. This entanglement of matter can be known as sympoiesis. Making together or making with, sympoiesis is a philosophical, ontological, and epistemological concept that rejects notions of human exceptionalism. Rather it supports an entangled and relational view;beings forever adapting, changing, and evolving in relation with one another. Boundaries are blurred between bodies, what is being human and what is being nonhuman is no longer clear. Applying a sympoietic approach to outdoor encounters this chapter explores the doing of childhoodnature and its relationship with outdoor environment education (OEE). Childhoodnature as a concept explicitly recognises children as ecologically congruent to all entities who are currently manifesting liveability on a dying planet. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.
ABSTRACT
Researchers are beginning to explore the impact of the COVID-19 pandemic on island populations, but little is known about the experiences of the residents of Nantucket and Martha's Vineyard in the Northeast region of the United States. In this study, islanders (N=41) provide insight into how spending time in nature influenced their well-being, especially their mental well-being, during this unprecedented time. For the majority of participants, the influence of nature on their well-being increased during the pandemic. Additionally, participants shared benefits of island living such as isolation from the mainland, as well as challenges such as food and supply shortages. Results from this study indicate that further research is needed around the importance of nature on well-being, especially mental health, for island residents.
ABSTRACT
The effects of the COVID-19 pandemic have accentuated pleas worldwide for urgent action in social, political, and environmental matters. Many of these appeals portray the pandemic as a "wake-up call” to the many long-standing problems affecting societies worldwide, including social and economic inequality, political struggles, and climate change. Indeed, calls for urgent environmental action have predominated in the wake of the pandemic, on one hand by presenting contemporary human-environment interactions as a root cause, and on the other, by comparing the pandemic effects to what could possibly occur if effective remediating actions are not taken in the short term. In this chapter, we broadly examine some relevant perspectives on the pandemic-environment relationship in the Costa Rican institutional milieu with particular focus on those who envision the pandemic as a turning point towards a more environmentally-sound development model in a country commonly portrayed as "green” and highly dependent on nature-based tourism. In so doing, we seek to provoke discussions on how these perspectives that leverage on the pandemic crisis can lead to social and environmental change significant enough to effectively redirect development pathways toward sustainability. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2022.
ABSTRACT
This book focuses on understanding biomimetic architecture and its role as a sustainable design tool. It presents the role of biomimicry in mitigation and adaptation to climate change and examines how biomimetic architecture can provide healthy solutions to limit the spread of COVID-19 in buildings and cities. Coverage includes global examples of biomimetic approaches and buildings, an evaluation of the performance of biomimicry applications in architecture to illustrate best practices, and an exploration of how nature can offer inspiration in building design to conserve resources and save energy use as well as curb carbon emissions - a reaffirmed goal of COP 26 and an outcome of Glasgow Climate Pact. Finally, the book presents guidelines to enhance urban areas and healthier spaces in buildings to meet COVID-19 social distance regulations and beyond. • Examines global applications of biomimicry in architecture;• Highlights the importance of biomimicry in driving livability in cities and buildings;• Explores the role of biomimetic architecture in mitigating climate change. "The line of argument developed is highly relevant to the present, in addition to being original and pertinent to research on urban regeneration, especially in regard to the exploration of the use of biomimicry architecture in response to changing urban demands.” -Alessandra Battisti, Ph.D., Professor of Architecture, University of Rome La Sapienza. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022.
ABSTRACT
PurposeIndigenous peoples represent one of the most vulnerable groups and need access as well as hands-on experience in the use of emerging Earth observations (EO)-based DRR solutions at the community level, while balancing this learning with traditional indigenous knowledge (IK). However, complicating any engagement between EO and IK is the reality that IKs are diverse and dynamic, with location-specific relevance and accuracy. Additionally, the COVID-19 pandemic caused complex risks and cascading effects for which the world was not prepared. Thus, there is a need to examine the lessons learned and motivate emerging EO-based innovations and demonstrations related to DRR and climate change adaptation.Design/methodology/approachHence, this study aims to undertake an in-depth assessment of IK related to DRR covering relevant UN instruments and provides state-of-the-art of opportunities presented by EO-based tools and solutions.FindingsThe overall research strategy was designed to integrate key components of IK for DRR in a coherent and logical way, with those offered by the EO technology developers and providers. There are several EO tools accessible that are relevant to integrate IK and complement DRR. The study examined and identified challenges and barriers to implement workable and replicable EO solutions in pursuit of resilience.Originality/valueThe key findings of this study will help create a balanced approach by acknowledging the importance of IK for DRR with co-development, co-creation and use of culturally relevant EO data and tools for sustainable innovation, capacity building and youth empowerment. The technological inequalities appear to be growing, and it would be challenging to meet the Sendai Framework indicators.
ABSTRACT
Forests today constitute nearly one third of land cover worldwide, sequester nearly a third of carbon dioxide, and promote, maintain and restore health and wellbeing. Recent research has begun to unravel the therapeutic effects of forest environments. Reported benefits of forest therapy include mental health, cognitive function, the immune system, glycaemic control, pain relief, and hypertension. There is some evidence that biogenic volatile organic compounds emanating from trees themselves, so-called phytoncides, may also exert an antihypertensive effect. Decreases in objective measures of anxiety and depression have been attributed to forest environment exposure, with significantly lower scores on the profile and mood state questionnaire in the negative subscales of tension-anxiety, depression, anger-hostility, fatigue, and confusion. Limitations in the evidence base include small sample sizes, lack of research into long-term health effects, inconsistency around dose reproducibility and forest/woodland typology. The benefits to public health from investment in more detailed research could be a cost-effective strategy to mitigate the expensive burden of cardiovascular disease and mental illness on society, particularly in the wake of the ongoing COVID-19 pandemic. Isolating the elements of the forest-bathing experience responsible for its health benefits is difficult, although some evidence suggests that it may be a composite product of pleasant green scenery, soil, fresh air, sunlight, clean water, sounds of streams and waterfalls, bird song and the natural aromas of trees, plants, and flowers. The concept of green prescriptions is still in its infancy. With a greater awareness of the health benefits of forest immersion, the future medical consultation is likely to incorporate specific questions on this aspect of a patient's lifestyle. There may be a role for forest therapists who can counsel patients about the optimal intensity and duration of forest exposure for their individual health needs.
ABSTRACT
PurposeThe world of work is changing and creating challenges and opportunities for the employment inclusion of young people with disabilities. In this article, the perceptions held by young adults with disabilities regarding participation in the future of work are examined.Design/methodology/approachOne-on-one interviews were conducted with Canadian young adults (ages 18–36 years) living with a disability. Participants were asked about their thoughts regarding the impact of the changing nature of work on their labor market involvement and career aspirations. A thematic analysis was performed to identify and examine emergent salient themes.FindingsIn total, 22 young adults were interviewed;over half held secure employment. Career aspirations and work-related decisions were primarily shaped by a participant's health needs. The future of work was seen as a more proximal determinant to employment. Digital technologies were expected to impact working conditions and create barriers and facilitators to employment. Participants who indicated being securely employed held positive expectations regarding the impact of digital technology on their work. Participants working precariously held negative appraisals regarding the impact of digital technologies on employment opportunities. The role of technological and soft skills was critical to participating in a labor market reliant on advanced technology. Participants reported barriers to developing job skills related to their disability and their work arrangements.Originality/valueThis research highlights the importance of considering changes in the future of work, especially the digital transformation of the economy, in the design of initiatives which promote the employment inclusion of young adults with disabilities. Despite the significance of the changing nature of work, supporting health needs and encouraging access to secure work arrangements also remain paramount.
ABSTRACT
The aim of this article is to explore a philosophical perspective on health linked to the restoration of wild nature, especially on the basis of some lessons that can be drawn from the spread of recent zoonotic diseases. The first section presents the relationship that the COVID-19 pandemic has maintained with social justice, venturing the thesis that ecological justice is a dimension that should be incorporated with deeper attention. To justify this, the following sections propose, first at the conceptual level, to approach a concept of health that is plural, dynamic and interdependent, and, then at the pragmatic level, to take as a reference the casuistry that shows an inverse correlation between the presence of wild biodiversity in a territory and contagion by zoonoses. In sum, these thoughts may lead to justify anticipatory duties for future pandemics and a responsibility for global health that deserve to be analyzed from an ethical point of view.
ABSTRACT
The field of infant mental health is growing exponentially and many practitioners from a range of professional disciplines are desiring to grow their expertise to work with infants and young children. In that, practitioners are searching for new therapy strategies to intervene with parents and infants. As the growing interest in nature-based therapies increases, many practitioners are thinking about how to incorporate nature approaches for the youngest of clients. After the crisis of the COVID-19 pandemic and the healing benefits of nature came more to the forefront of awareness, the association began to widen their definition and recognized that infant mental health was supported by connection to nature overall-beyond just the physical health benefits. At birth, infants have garnered millions of nerve connections that are chemically ready to encode sensory input. The chapter presents a case study that examines how nature can provide a rich growing experience for a mother-infant relationship where they can develop and optimize their wide-range sensory systems and coregulate interrelational experiences while also exploring the boundaries of autonomy, attunement, risk taking, and safety within a series of therapist directed nature-based play therapy interventions. (PsycInfo Database Record (c) 2023 APA, all rights reserved)