Drought is a creeping phenomenon that slowly holds an area over time and can be continued for many years. The impacts of drought occurrences can affect communities and environments worldwide in several ways. Thus, assessment and monitoring of drought occurrences in a region are crucial for reducing its vulnerability to the negative impacts of drought. Therefore, comprehensive drought assessment techniques and methods are required to develop adaptive strategies that a region can undertake to reduce its vulnerability to drought substantially. For (...) this purpose, this study proposes a new method known as a regional comprehensive assessment of meteorological drought. The Standardized Precipitation Index, Standardized Precipitation Evapotranspiration Index, and Standardized Precipitation and Temperature Index are jointly used for the development of the RCAMD. Further, the RCAMD employs Monte Carlo feature selection and steady-state probabilities to comprehensively collect information from various stations and drought indices. Moreover, the RCAMD is validated on the six selected stations in the northern areas of Pakistan. The outcomes associated with the RCAMD provide a comprehensive regional assessment of meteorological drought and become the initial source for bringing more considerations to drought monitoring and early warning systems. (shrink)

The construction industry is usually characterized as a fragmented system of multiple-organizational entities in which members from different technical backgrounds and moral values join together to develop a particular business or project. The greatest challenge in the construction process for the achievement of a successful practice is the development of an outstanding reputation, which is built on identifying and applying an ethical framework. This framework should reflect a common ethical ground for myriad people involved in this process to survive and (...) compete ethically in today’s turbulent construction market. This study establishes a framework for ethical judgment of behavior and actions conducted in the construction process. The framework was primarily developed based on the essential attributes of business management identified in the literature review and subsequently incorporates additional attributes identified to prevent breaches in the construction industry and common ethical values related to professional engineering. The proposed judgment framework is based primarily on the ethical dimension of professional responsibility. The Ethical Judgment Framework consists of descriptive approaches involving technical, professional, administrative, and miscellaneous terms. The framework provides the basis for judging actions as either ethical or unethical. Furthermore, the framework can be implemented as a form of preventive ethics, which would help avoid ethical dilemmas and moral allegations. The framework can be considered a decision-making model to guide actions and improve the ethical reasoning process that would help individuals think through possible implications and consequences of ethical dilemmas in the construction industry. (shrink)

Abstract: Potatoes are edible tubers, available worldwide and all year long. They are relatively cheap to grow, rich in nutrients, and they can make a delicious treat. The humble potato has fallen in popularity in recent years, due to the interest in low-carb foods. However, the fiber, vitamins, minerals, and phytochemicals it provides can help ward off disease and benefit human health. They are an important staple food in many countries around the world. There are an estimated 200 varieties of (...) potatoes, which can be classified into a number of categories based on the cooked texture and ingredient functionality. Using a public dataset of 2400 images of potatoes, we trained a deep convolutional neural network to identify 4 types (Red, Red Washed, Sweet, and White).The trained model achieved an accuracy of 99.5% of test set, demonstrating the feasibility of this approach. (shrink)

Background: The Bene-Anthony Family Relations Test is one of the most widely used measures of family dynamics seen from a child’s perspective. However, the most common issue surrounding this test is the lack of accurate normative scores for use with non-white ethnic groups. The purpose of this study was to examine the BAFRT’s reliability and validity for use with Arab children, as well as to provide normative data for this group. Methods: The BAFRT was translated into Arabic and back-translated to (...) ensure accuracy. The test was administered to a cohort of 394 Arab children, consisting of both cognitively normal children and children diagnosed with a psychological disorder, all aged 5–8 years old. Test-retest reliability was assessed using a sub-set of children and validity was tested against clinical status as well as CBCL and SDQ measures. Normative measures were calculated after examining the impact of influencing variables such as age and gender. Results: Statistical analyses showed that in our cohort of Arab children the BAFRT has good test-retest reliability, correlates well with measures of emotional and behavioral adjustment, and discriminates accurately between clinical and non-clinical children. Age, gender, and clinical status all significantly impacted upon BAFRT scores and therefore normative values are presented from our cohort when considering these variables. Conclusion: The normative scores we present will provide researchers and clinicians an appropriate reference point for the comparison of scores from Arab children and a starting point for future research into this area. (shrink)

The construction industry is typically characterized as a fragmented, multi-organizational setting in which members from different technical backgrounds and moral values join together to develop a particular business or project. The most challenging obstacle in the construction process is to achieve a successful practice and to identify and apply an ethical framework to manage the behavior of involved specialists and contractors and to ensure the quality of all completed construction activities. The framework should reflect a common moral ground for myriad (...) people involved in this process to survive and compete ethically in today’s turbulent construction market. This study establishes a framework for moral judgment of behavior and actions conducted in the construction process. The moral framework provides the basis of judging actions as “moral” or “immoral” based on three levels of moral accountability: personal, professional, and social. The social aspect of the proposed framework is developed primarily from the essential attributes of normative business decision-making models identified in the literature review and subsequently incorporates additional attributes related to professional and personal moral values. The normative decision-making models reviewed are based primarily on social attributes as related to moral theories. The professional and moral attributes are established by identifying a set of common moral values recognized by professionals in the construction industry and required to prevent common construction breaches. The moral framework presented here is the complementary part of the ethical framework developed in Part I of this article and is based primarily on the personal behavior or the moral aspect of professional responsibility. The framework can be implemented as a form of preventive personal ethics, which would help avoid ethical dilemmas and moral implications in the first place. Furthermore, the moral framework can be considered as a decision-making model to guide actions and improve the moral reasoning process, which would help individuals think through possible implications and the consequences of ethical and moral issues in the construction industry. (shrink)

Currently, most studies are moving towards Big Data Analytics because they are important in research, and this is becoming increasingly important as Internet and Web 2.0 technologies become increasingly popular and how to handle this massive data. Moreover, this proliferation of the Internet and social media has revolutionized the search process. With this Big Data of data generated by users using social media or electronic platforms, the use of these details and daily activities is integrated with tools designed for analysis. (...) The topic of analyzing big social media will be discussed and an intensive explanation will be given to the topic of Big Data. This paper compares Big Data analysis techniques using several methods of analysis, the first technique using neural networks and the second technique using data clustering. The purpose of this study is to infer the ages that use social media and what are their interests in writing and in the end, who are the most widely used social media males or females. (shrink)

Public health is concerned with how to improve the population’s health. At times, though, actions to improve the community’s health may collide with individual civil rights. For example, a public health response to a bioterrorism attack, such as smallpox, may require relaxing an individual’s due process protections to prevent the smallpox from spreading. This tension lies at the heart of public health policy. It also must be considered in discussing the concept of human rights in health.Proponents of incorporating the concept (...) of human rights in health emphasize the importance of both individual rights and collective rights. They argue that observing human rights is not only consistent with broad public health goals, but necessary to their attainment. To many human rights advocates, the concept is not limited to protecting against governmental intrusion. Accordingly, they emphasize the government’s obligation to promote attainment of human rights by, for instance, providing adequate health care. (shrink)

Public health is concerned with how to improve the population’s health. At times, though, actions to improve the community’s health may collide with individual civil rights. For example, a public health response to a bioterrorism attack, such as smallpox, may require relaxing an individual’s due process protections to prevent the smallpox from spreading. This tension lies at the heart of public health policy. It also must be considered in discussing the concept of human rights in health.Proponents of incorporating the concept (...) of human rights in health emphasize the importance of both individual rights and collective rights. They argue that observing human rights is not only consistent with broad public health goals, but necessary to their attainment. To many human rights advocates, the concept is not limited to protecting against governmental intrusion. Accordingly, they emphasize the government’s obligation to promote attainment of human rights by, for instance, providing adequate health care. (shrink)

An ongoing debate among legal scholars and public health advocates is the role of litigation in shaping public policy. For the most part, the debate has been waged at a conceptual level, with opponents and proponents arguing within fairly well-defined boundaries. The debate has been based either on speculation of what litigation could achieve or on ideological grounds as to why litigation should or should not be used this way. With the exception of Rosenberg's study of how litigation shaped policy (...) in civil rights, abortion, and environmental matters, there is almost no empirical support for either position.In recent years, the most ardent proponents of litigation as public policy have been public health advocates. Perhaps out of frustration with the inability to achieve desired public health goals through the legislative branch of government, public health advocates have pursued litigation as an alternative strategy. Beginning with tobacco class action litigation in the early 1990s and continuing with litigation against gun manufacturers at the end of that decade, public health advocates have waged a veritable litigation assault aimed at changing how public health policy is formed. (shrink)

An ongoing debate among legal scholars and public health advocates is the role of litigation in shaping public policy. For the most part, the debate has been waged at a conceptual level, with opponents and proponents arguing within fairly well-defined boundaries. The debate has been based either on speculation of what litigation could achieve or on ideological grounds as to why litigation should or should not be used this way. With the exception of Rosenberg's study of how litigation shaped policy (...) in civil rights, abortion, and environmental matters, there is almost no empirical support for either position.In recent years, the most ardent proponents of litigation as public policy have been public health advocates. Perhaps out of frustration with the inability to achieve desired public health goals through the legislative branch of government, public health advocates have pursued litigation as an alternative strategy. Beginning with tobacco class action litigation in the early 1990s and continuing with litigation against gun manufacturers at the end of that decade, public health advocates have waged a veritable litigation assault aimed at changing how public health policy is formed. (shrink)

While relatively unknown to Anglophone circles, there was a thriving Anabaptist community in Italy during the reformation. It is the scope of this article to help retrace the origins of the Anabaptist movement in Italy and to set straight some misconceptions unintentionally perpetuated by some who have attempted this journey in the past. This is done in the hopes of raising appreciation for the movement and of enticing future research interest in this forgotten branch of the Radical Reformation.

Diabetes is a major public health issue that affects the nations of our time to a large extent and is described as a non-communicable epidemic. Diabetes mellitus is a common disease where there is too much sugar (glucose) floating around in your blood. This occurs because either the pancreas can’t produce enough insulin or the cells in body have become resistant to insulin. The concentration in this paper is on diagnosis diabetes by designing a proposed expert system. The main goal (...) of this expert system is to get the appropriate diagnosing of the illness, dealing with it quickly, and tips for permanent treatment whenever possible is given out. SL5 object expert system language was used for designing and implementing the proposed expert system. (shrink)

Niedenthal et al. recognize that cultural differences are important when interpreting facial expressions. Nonetheless, many of their core observations derive more from individualistic cultures than from collectivist cultures. We discuss two examples from the latter: (1) lower rates of mutual eye contact, and (2) the ubiquity of specific These examples suggest constraints on the assumptions and applicability of the SIMS model.

Benevolent intersubjectivity developed in parent–infant interactions and compassion toward friend and foe alike are non-violent interventions to group behavior in conflict. Based on a dyadic active inference framework rooted in specific parental brain mechanisms, we suggest that interventions promoting compassion and intersubjectivity can reduce stress, and that compassionate mediation may resolve conflicts.

Embodied cognition represents one of most important theoretical developments in contemporary cognitive science. Many cognitive processes appear to be influenced by body morphology, emotions, and sensorimotor systems. This perspective is supported by an ever increasing collection of empirical studies that fall into two broad classes: one consisting of experiments that implicate action, emotion, and perception systems in seemingly abstract cognitive tasks and the other consisting of experiments that demonstrate the contribution of bodily interaction with the external environment to the performance (...) of such tasks. Now that embodied cognition is fairly well established, the time seems right for assessing its further promise and potential limitations. This research topic aimed to create an interdisciplinary forum for discussing where we go from here. Given that we have good reason to think that the body influences cognition in surprisingly robust ways, the central question is no longer whether or not some cognitive processes are embodied. Other questions have come to the forefront. To what extent are cognitive processes embodied? Are there disembodied processes? Among those that are embodied, how are they embodied? Is there more than one kind of embodiment? Is embodiment a matter of degree? Extending the Research ProgramMany of the contributions to this research topic involve experiments that extend the empirical reach of embodied cognition. For instance, Soliman, Gibson, and Gl... (shrink)