A simple operating principle (similar to a combination of a pottery wheel and a catapult or, simply, the weapon used by David to slay Goliath) coupled with the success of some moderate engineering challenges may allow for the transmission of a carrier wave from Earth to Mars in less than one second! This paper also directly addresses the controversy of light speed variance/invariance (which has arisen from the “wave/particle nature of light” debate) by referencing Joseph A. Rybczyk’s 2012 paper, “Lunar (...) Laser Evidence of Light Speed Variance”. (shrink)

Earthbodies describes how our bodies are open circuits to a sensual magic and planetary care that when closed off leads to disastrous detours, such as illness, ...

This essay discusses how our traditional ethics may harbor assumptions that place humans in a position in which overt violence towards animals is an almost inevitable outcome since their formulation involves violence towards ourselves and our animal fellows in our cutting our embodied ties with them. The essay explores Derrida’s Animal that Therefore, I Am, in its detailing of the two discourses within European intellectual history of those who felt they were “above” animals and were not addressed by them versus (...) those who could acknowledge that animals do address us. Derrida also cites the “lyconomy” of this tradition that brandishes the image of the “wolf” within us as a streak of rapacious violence that we can only fight with violence, thus projecting onto the wolf a false identity to justify our own demons of violence. Merleau-Ponty’s notions of embodiment further this idea that we are enmeshed with animals in a basic affective, perceptual and visceral way and that to ignore this interweaving of lives is to do violence to ourselves as well as violence towards them. I then cite ethologists for evidence that wolves are one of the most social, non-violent animals on the planet and detail how two million were slaughtered in the name of eradicating an “evil” being. Such behavior on our part I call “speciocide,” as heinous as genocide. Finally, phenomenology, as one particular philosophical approach, may have a critical edge in helping us to see our animal fellows more clearly, to understand them better, and discern our truer moral obligations to them. (shrink)

On rationalist infallibilism, a wide range of both (i) analytic and (ii) synthetic a priori propositions can be infallibly justified (or absolutely warranted), i.e., justified to a degree that entails their truth and precludes their falsity. Though rationalist infallibilism is indisputably running its course, adherence to at least one of the two species of infallible a priori justification refuses to disappear from mainstream epistemology. Among others, Putnam (1978) still professes the a priori infallibility of some category (i) propositions, while Burge (...) (1986, 1988, 1996) and Lewis (1996) have recently affirmed the a priori infallibility of some category (ii) propositions. In this paper, I take aim at rationalist infallibilism by calling into question the a priori infallibility of both analytic and synthetic propositions. The upshot will be twofold: first, rationalist infallibilism unsurprisingly emerges as a defective epistemological doctrine, and second, more importantly, the case for the a priori infallibility of one or both categories of propositions turns out to lack cogency. (shrink)

Minimalism is currently the received deflationary theory of truth. On minimalism, truth is a transparent concept and a deflated property of truth bearers. In this paper, I situate minimalism within current deflationary debate about truth by contrasting it with its main alternative―the redundancy theory of truth. I also outline three of the primary challenges facing minimalism, its formulation, explanatory adequacy and stability, and draw some lessons for the soundness of its conception of truth.

The critique of tourism as being only a distanced, detached, and consumerist passing through of foreign landscapes and cultures isdisputed in this essay. The idea that tourism necessarily fits the paradigm of inauthenticity as the tranquilized and alienated hopping from spot to spot in prepackaged, superficial presentations is contrasted with another sense of tourism as drawing upon the potential power of the glance to disrupt the everyday, to focus on the particular, to be surprised by the new, and to bodily (...) join up with the rhythms of place being as shifting. Authenticity is seen in both Heidegger and Merleau-Ponty to be primarily about a greater bodily awareness of surround and transformation of the self as an ongoing process of “selving” that yields a more singular sense of who one is in relationship to places and their interconnectedness. To gain a better sense of oneself in one own being or uniqueness is to gain more meaning through emplacement within the surround. The glance at a new world can open up an “interplace” which expands anddeepens the sense of who we are in the interconnection and reverberations among places. (shrink)

Cyborgs are ongoing becomings of a doubly “in-between” temporality of humans and machines. Materially made from components of both sorts of beings, cyborgs gain increasing function through an interweaving in which each alters the other, from the level of “neural plasticity” to software updates to emotional breakthroughs of which both are a part. One sort of temporal in-between is of the progressive unfolding of a deepening becoming as “not-one-not-two” and the other is a “doubling back” of time into itself in (...) which moments that were once disparate are conjoined or enjambed. Tracing the experience of Michael Chorost during a four year period of coming to terms with his cochlear implant, related in Rebuilt: How Becoming Part Computer Made Me More Human, the essay pinpoints shifts in awareness, perceptual belief, and being-with others that unfold within the in-between of person and machine. (shrink)

According to Field’s influential incompleteness objection, Tarski’s semantic theory of truth is unsatisfactory since the definition that forms its basis is incomplete in two distinct senses: (1) it is physicalistically inadequate, and for this reason, (2) it is conceptually deficient. In this paper, I defend the semantic theory of truth against the incompleteness objection by conceding (1) but rejecting (2). After arguing that Davidson and McDowell’s reply to the incompleteness objection fails to pass muster, I argue that, within the constraints (...) of a non-reductive physicalism and a holism concerning the concepts of truth, reference and meaning, conceding Field’s physicalistic inadequacy conclusion while rejecting his conceptual deficiency conclusion is a promising reply to the incompleteness objection. (shrink)

On rationalist infallibilism, a wide range of both (i) analytic and (ii) synthetic a priori propositions can be infallibly justified, i.e., justified in a way that is truth-entailing. In this paper, I examine the second thesis of rationalist infallibilism, what might be called ‘synthetic a priori infallibilism’. Exploring the seemingly only potentially plausible species of synthetic a priori infallibility, I reject the infallible justification of so-called self-justifying propositions.

The superassertability theory of truth, inspired by Crispin Wright (1992, 2003), holds that a statement is true if and only if it is superassertable in the following sense: it possesses warrant that cannot be defeated by any improvement of our information. While initially promising, the superassertability theory of truth is vulnerable to a persistent difficulty highlighted by James Van Cleve (1996) and Terrence Horgan (1995) but not properly fleshed out: it is formally illegitimate in a similar sense that unsophisticated epistemic (...) theories of truth are widely acknowledged to be. Sustained analysis reveals that the unrestricted formal legitimacy argument is firmly grounded in first person conceivability evidence. (shrink)

Linguistic competence, in general terms, involves the ability to learn, understand, and speak a language. The nativist view in the philosophy of linguistics holds that the principal foundation of linguistic competence is an innate faculty of linguistic cognition. In this paper, close scrutiny is given to nativism's fundamental commitments in the area of metaphysics. In the course of this exploration it is argued that any minimally defensible variety of nativism is, for better or worse, married to two theses: linguistic competence (...) is grounded in a faculty of linguistic cognition that is (i) embodied and (ii) whose operating rules are represented in the brains of human language users. (shrink)

The weak deflationist about truth is committed to two theses: one conceptual, the other ontological. On the conceptual thesis (what might be called a ‘triviality thesis’), the content of the truth predicate is exhausted by its involvement in some version of the ‘truth-schema’. On the ontological thesis, truth is a deflated property of truth bearers. In this paper, I focus on weak deflationism’s ontological thesis, arguing that it generates an instability in its view of truth: the view threatens to collapse (...) into either that of strong deflationism (i.e., truth is not a property) or that of some form of inflationism (i.e., truth is a substantial property). The instability objection to weak deflationism is sketched by way of a truth-property ascription dilemma, the two horns of which its proponent is at pains to circumvent. (shrink)

This essay details wolves’ sense of their surround in terms of how wolves’ perceptual acuities, motor abilities, daily habits, overriding concerns, network of intimate social bonds and relationship to prey gives them a unique sense of space, time, belonging with other wolves, memorial sense, imaginative capacities, dominant emotions (of affection, play, loyalty, hunger, etc.), communicative avenues, partnership with other creatures, and key role in ecological thriving. Wolves are seen to live within a vast sense of aroundness and closeness to aspects (...) of their surround (compared to humans), a highly charged intimacy and cooperation with other wolves, and a caring and non-aggressive attitude that goes beyond the pack, despite their loyalty and defense of territory. The cultural myths and history that absurdly demonize the wolf are explored in their self-righteous attempts to exterminate wolves, which I call “speciocide” and probe for projections of human viciousness. The supposed rapaciousness of wolves is re-examined by expanding Barry Lopez’s sense of the silent dialogue of death with other creatures to be reconsidered as a kind of respect, assertion of vitality, recognition or mortality and cooperation. (shrink)

Beauchamp and Childress created the ‘four principle’ approach to help clinicians analyse and resolve ethical dilemmas they may encounter when working. In this project, I will consider whether autonomy ought to have a privileged position within the four principles and if the four principles can apply outside the medical sphere.

Many claims about conceptual matters are often represented as, or inferred from, claims about the meaning, reference, or mastery, of words. But sometimes this has led to treating conceptual analysis as though it were nothing but linguistic analysis. We canvass the most promising justifications for moving from linguistic premises to substantive conclusions. We show that these justifications fail and argue against current practice (in metaethics and elsewhere), which confuses an investigation of a word’s meaning, reference, or competence conditions with an (...) analysis of some concept or property associated with that word. (shrink)

Cet essai a été présenté à l’atelier sur La démocratie de l’espace et l’espace de la démocratie, qui a eu lieu à Newcastle, en Angleterre, le 11 janvier 2008. Une version antérieure a été présentée à l’Université de Tokyo le 13 novembre 2007. Il sera publié en néerlandais, traduit par Freek Jansens, sous le titre “het plannen van ruimtes van (on)mogelijkheid” dans une collection éditée par Maarten Hajer et Jantine Grijzen sur les questions de politique contemporaine. Il a été traduit (...) de l’anglais par Martin Blanchard et révisé par Daniel Weinstock. (shrink)

The study aimed to investigate the language learning strategies and their contribution to the language competence of English major students in the teacher education program at Kapalong College of Agriculture Sciences and Technology. The researcher utilized a mixed-method design using the convergent parallel approach. Participants were English major students across all year levels at the college institution, with 204 students randomly selected for the quantitative phase and approximately 10 students purposively selected for the qualitative phase: 5 for in-depth interviews and (...) 5 for focused group discussions. The results indicated that both the level of language learning strategies and language competence were high; the findings were rejected, which reveals that there is significant relationship between them. Further, the findings from both the quantitative and qualitative phases largely converged however, there was one divergent indicator. The study confirmed that language learning strategies significantly impact the enhancement of language competencies among English major students, facilitating effective and efficient language use in realistic contexts. It is recommended that language learners must also prioritize memory strategies despite from the indicators’ lowest mean based from the results, such as mnemonic devices and spaced repetition techniques, to enhance vocabulary and grammar retention. Additionally, to improve speaking competency, students should engage in practical applications of the language within their specific contexts, allowing them to practice and develop fluency, essential for effective communication in professional, social, and academic environments. (shrink)

This paper argues that the plethora of experiments with decentralized social technologies (DSTs)—clusters of which are sometimes called “the Web 3.0 ecosystem” or “the Fediverse”—have brought us to a constitutional moment. These technologies enable radical innovations in social, economic, and political institutions and practices, with the potential to support transformative approaches to political economy. They demand governance innovation. The paper develops a framework of prudent vigilance for making ethical choices in this space that help to both grasp positive opportunities for (...) transformation and avoid the potentially problematic consequences. Most of our specific examples and concerns come from the blockchain/Web3 universe, as this has received the greatest investment, attention, and adoption to date. However, we aim to offer a framework for governance decision-making in conditions of uncertainty that applies more broadly to other DSTs. Specifically, under the framework of prudent vigilance, we propose a pragmatic, democratic, and pluralist approach to navigating bold experimentation with social practices and political economy enabled by these technologies. Our overarching goal is to provide a framework open to transformative improvement and constrained by guardrails and guiding values supportive of democracy, freedom, and pluralism. We take a relatively strong position, rather than simply laying out ethical issues and potential approaches. We seek to be provocative in order to spur further work and hope this paper will serve as a first bridge between academic philosophy and the DST community, which have hardly interacted to date. (shrink)

Once known as the city of silk, Suzhou 苏州 has become the centre of wedding dress production, selling paradise on earth for one day, including copies of the last royal wedding dress, out of shops at the foot of mythic Tiger Hill. Suzhou is also the host of what is known as the Silicon Valley of the East. It has attracted millions of migrants searching for a better future; millions of tourists visit every year to experience the past, strolling through (...) the gardens and courtyards of its Old Town. The contrasts could hardly be more apparent. Slow time, and fast time, and the time of the in-between, are woven into the city’s complex spatial fabric. This is a conversation by eight authors in eight frames on a city that connects them. (shrink)

Evidence matters for responsibility. This paper investigates implications of this insight for group responsibility and the literature on group belief. In particular, we will be focusing on the transmission of group responsibility from group to individual. We will argue that there are cases in which responsibility transmits fully (to all members of the group), partially (to some but not all of its members), or not at all (to none of its members), and we will explore some implications of these observations (...) for accounts of group belief and evidence in the literature on social epistemology. More specifically, we will provide reason to think that these observations provide support for an account of group belief that we favour over its main rivals in the literature. (shrink)

Convergence research is driven by specific and compelling problems and requires deep integration across disciplines. The potential of convergence research is widely recognized, but questions remain about how to design, facilitate, and assess such research. Here we analyze a seven-year, twelve-million-dollar convergence project on sustainable climate risk management to answer two questions. First, what is the impact of a project-level emphasis on the values that motivate and tie convergence research to the compelling problems? Second, how does participation in convergence projects (...) shape the research of postdoctoral scholars who are still in the process of establishing themselves professionally? We use an interview-based approach to characterize what the project specifically enabled in each participant’s research. We find that (a) the project pushed participants’ research into better alignment with the motivating concept of convergence research and that this effect was stronger for postdoctoral scholars than for more senior faculty. (b) Postdocs’ self-assessed understanding of key project themes, however, appears unconnected to metrics of project participation, raising questions about training and integration. Regarding values, (c) the project enabled heightened attention to values in the research of a large minority of participants. (d) Participants strongly believe in the importance of explicitly reflecting on values that motivate and pervade scientific research, but they question their own understanding of how to put value-focused science into practice. This mismatch of perceived importance with poor understanding highlights an unmet need in the practice of convergence science. (shrink)

Vietnam’s forests are at risk - carbon offset schemes could be the best chance of saving them, say Dr. Quan-Hoang Vuong and Minh-Hoang Nguyen. The value of forests is deeply ingrained in Vietnamese culture. Rừng vàng, biển bạc” [“forests of gold and seas of silver”] is both a metaphor for Vietnam, and a description of its natural wealth. The phrase is everywhere, from political speeches to daily conversation, as is Nhất phá sơn lâm, nhì đâm hà bá [“the worst crime (...) is to destroy the mountains and forests, the second worst is to kill the river”]. Deforestation is a Vietnamese taboo. (shrink)

Abstract: Forests are areas with a high density of trees, and they play a vital role in the health of the planet. They provide a habitat for a wide variety of plant and animal species, and they help to regulate the climate by absorbing carbon dioxide from the atmosphere. While in 2010, the world had 3.92Gha of forest cover, covering 30% of its land area, in 2019, there was a loss of forest cover of 24.2Mha according to the Global Forest (...) Watch institute. Discovery and classification depend on human experience and effort, so the error in the results of this process can lead to forest fires and disasters. Therefore, deep learning algorithms from artificial intelligence and machine learning sciences have been applied to help specialists avoid false or inaccurate diagnoses when detecting Forest fires in images using a pre-trained convolutional neural network called VGG16. The model was customized to fit the Forest fires classification and then applied to a dataset consisting of (14,000) of the Forests collected from the Kaggle depository. We trained, validated, and tested the modified VGG16 model. The proposed VGG16 model obtained Precision (99.96%), Recall (99.96%), and F1-Score (99.96%). (shrink)

Tropical cyclones and their pertinent natural hazards can cause destructive damage to people and properties. Vietnam, located in the Northwest Pacific basin, is highly vulnerable to tropical cyclones due to its geography (i.e., a long coastline and narrow width). In this paper, we discuss how the negative consequences of tropical cyclones on Vietnam can be exacerbated by climate change and how forests, either in the mountainous or in the coastal regions, play crucial roles in safeguarding the country from tropical cyclones (...) and their pertinent hazards (e.g., landslides and flood). Despite the importance of forests, their protection values are undermined, leading to continuous deforestation of natural forests for socio-economic development. We suggest the social transitions towards eco-surplus culture through more proactive and transparent communication of the destructive outcomes of tropical cyclones and the protection roles of forests in the current climate change era. (shrink)

The practice of trading forest carbon credits has gained significant attention as a strategy to combat climate change. By allowing companies to buy and sell credits representing forest carbon sequestration, it aims to create financial incentives for forest preservation. However, a recent report highlights the dangers of commodifying forest carbon if such financial mechanisms overshadow other vital environmental and social values. To understand the complexities of this issue, we can turn to the mindsponge theory (MT), particularly its information-value nexus hypothesis, (...) for valuable insights. (shrink)

Forests play fundamental roles in the Earth’s ecosystems. With the great capability of carbon sequestration, tropical forests are expected to contribute substantially to reducing the CO2 in Earth’s atmosphere. However, global tropical forest areas have declined drastically over the last few decades due to pressures from socio-economic development pursuit. The current essay aims to demonstrate the ongoing global deforestation crisis and its underlying drivers and discuss the vital roles of tropical forests in the socio-economic development in the face of climate (...) change when developed countries start to tighten the carbon emission control regulations (e.g., European Union’s Carbon Border Adjustment Mechanism). It suggests why developing countries in tropical regions, particularly Vietnam, should not sacrifice forests for short- and medium-term socio-economic goals but capitalize on them to leverage long-term development. Moreover, evidence of Vietnamese political leaders’ commitment to forest protection and sustainable development is also provided. (shrink)

Our latest contribution to the world’s battle against climate and biodiversity crises was an expert commentary on Vietnamese forests and the prospect of carbon credits trade. The article appeared in the Land and Climate Review on Feb. 2, 2024.

Do forest owners’ levels of education or value profiles explain their responses to climate change? The cultural cognition thesis has cast serious doubt on the familiar and often criticized "knowledge deficit" model, which says that laypeople are less concerned about climate change because they lack scientific knowledge. Advocates of CCT maintain that citizens with the highest degrees of scientific literacy and numeracy are not the most concerned about climate change. Rather, this is the group in which cultural polarization is greatest, (...) and thus individuals with more limited scientific literacy and numeracy are more concerned about climate change under certain circumstances than those with higher scientific literacy and numeracy. The CCT predicts that cultural and other values will trump the positive effects of education on some forest owners' attitudes to climate change. Here, using survey data collected in 2010 from 766 private forest owners in Sweden and Germany, we provide the first evidence that perceptions of climate change risk are uncorrelated with, or sometimes positively correlated with, education level and can be explained without reference to cultural or other values. We conclude that the recent claim that advanced scientific literacy and numeracy polarizes perceptions of climate change risk is unsupported by the forest owner data. In neither of the two countries was university education found to reduce the perception of risk from climate change. Indeed in most cases university education increased the perception of risk. Even more importantly, the effect of university education was not dependent on the individuals' value profile. (shrink)

One of the most influential and controversial schools of 20th century Thomism—especially in North America—is the “River Forest School” or “River Forest Thomism”. And one of the most influential and controversial theses associated with that school is the thesis that metaphysics cannot be established as a distinct and autonomous science unless one has already proven the existence of a positively immaterial being. The purpose of this paper is to show that River Forest Thomism cannot and should not be reduced to (...) that controversial thesis. As such, rejection of the thesis cannot and should not constitute a rejection of the school. Indeed, as soon as we understand what River Forest Thomism was really about, it will become clear that all Thomists should be River Forest Thomists. (shrink)

As global temperatures rise and extreme weather events become more frequent, the focus on urban trees is intensifying. Research highlights their crucial role in mitigating climate change, improving public health, and providing significant economic benefits.

Glen Pettigrove's work enlarges my own thinking on forgiveness. In this review, I argue for even more attention to some philosophical connections that I suggest he neglects. But it is undeniably the case that Pettigrove advances a new view of forgiveness, taking the results of his analysis of the utterance, “I forgive you,” to inform a “broader definition that encompasses a wider range of experiences” than are accommodated by predominant conceptions of forgiveness as an emotional state (151). Philosophers interested (...) in moral emotions and moral practices should read this book in order to have a fuller sense of the state of forgiveness studies and the possibilities for thinking about forgiveness in its many manifestations. Philosophers who are already very familiar with the literature on forgiveness will find that Pettigrove takes up exceptionally detailed discussion of forgiveness as it relates to understanding, love, grace, gratitude, and desert. (shrink)

This paper reviews current initiatives to establish carbon offset forests in suburban and peri-urban environments. While moments of density occur within urban territories the general spatial condition is one of fragmented and patchy networks made up of a heterogeneous mix of residential enclaves, industrial parks, waste sites, infrastructure easements interspersed with forests, agriculture, leftover voids and overlooked open space. These overlooked open spaces have the potential to form a new green urban structure of carbon offset forests as cities respond to (...) the carbon economy. Furthermore such urban spaces are not likely to diminish over time as cities are not only growing larger but are becoming more dispersed according to recent World Bank reports. This strong trend is not limited to developed or developing cities but is a worldwide phenomenon. In the future, policy incentives for carbon sequestration will drive land use change in rural and urban areas alike. The paper documents projects in Blacktown City Council in Western Sydney. (shrink)

Traditionally Ψ is used to stand in for both the mathematical wavefunction (the representation) and the quantum state (the thing in the world). This elision has been elevated to a metaphysical thesis by advocates of the view known as wavefunction realism. My aim in this paper is to challenge the hegemony of the wavefunction by calling attention to a little-known formulation of quantum theory that does not make use of the wavefunction in representing the quantum state. This approach, called Lagrangian (...) quantum hydrodynamics (LQH), is not an approximation scheme, but rather a full alternative formulation of quantum theory. I argue that a careful consideration of alternative formalisms is an essential part of any realist project that attempts to read the ontology of a theory off of the mathematical formalism. In particular, I show that LQH undercuts the central presumption of wavefunction realism and falsifies the claim that one must represent the many-body quantum state as living in a 3n-dimensional configuration space. I conclude by briefly sketching three different realist approaches one could take toward LQH, and argue that both models of the quantum state should be admitted. When exploring quantum realism, regaining sight of the proverbial forest of quantum representations beyond the Ψ is just the first step. (shrink)

Data from the International Space Station reveals that, in some tropical forests, a small percentage of forest leaves are exposed to extreme temperatures. Scientists are concerned and warn that this trend may continue to escalate. This is a consequence of the Earth’s warming process, causing tropical forests to become excessively hot, potentially surpassing the maximum temperature threshold for leaves to photosynthesize. The ultimate result could be the collapse of the flora system.

In this study, we consider that enabling young people to experience direct contact with nearby natural environments can positively influence their knowledge and feelings about the biodiversity that occurs there, contributing to its protection and conservation for current and future generations. In this study, we explore how teenagers (n = 17) aged between 13 and 17 years old describe and perceive the nearby natural environment before and after an interpretive trail in Una, Bahia, Brazil. Participants were asked to draw the (...) Atlantic Forest with colored pencils on white paper and, based on the drawing, they answered the following questions: “What is in your drawing? and “What is happening in your drawing?,” in addition to other information such as the title of the drawing, difficulty of the activity, and sociodemographic aspects. Content analysis was used to analyze the information collected. From the drawings and responses of the participants, categories related to knowledge, experiences, and types of relationships with the visited place emerged. (shrink)

Uncertainty, insufficient information or information of poor quality, limited cognitive capacity and time, along with value conflicts and ethical considerations, are all aspects thatmake risk managementand riskcommunication difficult. This paper provides a review of different risk concepts and describes how these influence risk management, communication and planning in relation to forest ecosystem services. Based on the review and results of empirical studies, we suggest that personal assessment of risk is decisive in the management of forest ecosystem services. The results are (...) used together with a reviewof different principles of the distribution of risk to propose an approach to risk communication that is effective aswell as ethically sound. Knowledge of heuristics and mutual information on both beliefs and desires are important in the proposed risk communication approach. Such knowledge provides an opportunity for relevant information exchange, so that gaps in personal knowledge maps can be filled in and effective risk communication can be promoted. (shrink)

Abstract: This research employs a Random Forest classification model to predict and assess obesity and cardiovascular disease (CVD) risk based on a comprehensive dataset collected from individuals in Mexico, Peru, and Colombia. The dataset comprises 17 attributes, including information on eating habits, physical condition, gender, age, height, and weight. The study focuses on classifying individuals into different health risk categories using machine learning algorithms. Our Random Forest model achieved remarkable performance with an accuracy, F1-score, recall, and precision all reaching 97.23%. (...) The model's success is attributed to its ability to effectively leverage attributes related to eating habits, physical condition, and demographic factors. Feature importance analysis reveals key factors contributing to accurate predictions. This paper contributes to the field of health analytics by demonstrating the effectiveness of Random Forest in predicting and categorizing health risks. The insights gained from this research have the potential to inform personalized health interventions and contribute to the advancement of precision health strategies. Furthermore, the study highlights the importance of leveraging machine learning techniques for health risk assessment in diverse populations. (shrink)

This article addressed historical aspects of the political economy involving sustained forest ecology in Sierra Leone as a whole, with emphasis on the Freetown Peninsula and its surrounding communities. Attention is paid to cultural, social and economic aspects involving forest livelihoods of residents on the Freetown Peninsula and far afield. The term 'Political Economy' is used in this situation to denote the relationship between the economics of people's livelihoods and public policy (in relation to the management of legislative procedures) in (...) ensuring that resources in the forest environment is sustainably managed to cater for the livelihood needs of people in Sierra Leone, while at the same time maintaining a balance in protecting the forest ecosystems. The paper has provided a critical review of the political economy of forest ecology in the country on the basis of scholarly discourses, and its applicability in adapting to the fragile political administrative management Sierra Leone have (and is continuing to) experienced. (shrink)