Mobile phone-based applications (apps) can promote faster targeted actions to control COVID-19. However, digital contact tracing systems raise concerns about data security, system effectiveness, and their potential to normalise privacy-invasive surveillance technologies. In the absence of mandates, public uptake depends on the acceptability and perceived legitimacy of using technologies that log interactions between individuals to build public health capacity. We report on six online deliberative workshops convened in New South Wales to consider the appropriateness of using the COVIDSafe app to (...) enhance Australian contact tracing systems. All groups took the position (by majority) that the protections enacted in the app design and supporting legislation were appropriate. This support is contingent on several system attributes including: the voluntariness of the COVIDSafe app; that the system relies on proximity rather than location tracking; and, that data access is restricted to local public health practitioners undertaking contact tracing. Despite sustained scepticism in media coverage, there was an underlying willingness to trust Australian governing institutions such that in principle acceptance of the new contact tracing technology was easy to obtain. However, tensions between the need to prove system effectiveness through operational transparency and requirements for privacy protections could be limiting public uptake. Our study shows that informed citizens are willing to trade their privacy for common goods such as COVID-19 suppression. But low case numbers and cautionary public discourses can make trustworthiness difficult to establish because some will only do so when it can be demonstrated that the benefits justify the costs to individuals. (shrink)

This paper deals with the memoirs of two Bengali revolutionary women, Bina Das’ Srinkhal Jhankar published in 1948, translated as Bina Das: A Memoir, and Kamala Dasgupta’s Rakter Akshare (Written in Blood) in 1954 to argue how their subjective desire and experience dismantle the gendered rhetoric of nationalism in colonial Bengal. The accounts of Bina and Kamala present their involvement in militant activism and subsequent imprisonment. Notably, there is an inherent urge in their writings to sacrifice life for the nation (...) and a determination not to retreat from the torturous conditions of the colonial prison. The paper contends that the rhetoric of nationalism in colonial Bengal is embedded in hegemonic masculinity that initially confined women to the spiritual and domestic realm and later allowed them to be educated and modern without acknowledging their subjectivity. Activities of these political women thus destabilise the gender discourse prevalent in the private and public sphere of colonial society, which calls for a revision of the nationalist historiography. So, this essay will examine how tropes of the body, self-sacrifice, and penal experience, as produced in these memoirs, negotiate the nationalist ideology, subvert the binary of masculine and feminine, and establish their political subjectivity. (shrink)

Assuming, we show that generalized eventually narrow sequences on a strongly inaccessible cardinal κ are preserved under a one step iteration of the Hechler forcing for adding a dominating κ‐real. Moreover, we show that if κ is strongly unfoldable, and λ is a regular cardinal such that, then there is a set generic extension in which.

The purpose of this article is to discuss Safavid period Islamic philosopher Sadraddin Shirazi’s philosophical methodology and the sources of the school founded by him. The article relies on research conducted on Shirazi philosophy. It shows that Shirazi through synthesizing the methods of the earlier schools that existed in Islam to acquire knowledge devised a new mechanism for acquiring knowledge. Before coming to Shirazi, intellectual movements formed during Islam’s classical period, such as peripateticism, illuminationism, theology and Gnosticism, were of different (...) views regarding the best way to reach the truth. For example, for peripatetics reason, for theologians revelation, for gnostics/mystics intuition or personal experience were important, but ishraqi school was somewhere between peripatetic and Gnostic schools. Sadraddin Shirazi, though, considered all these agents necessary, for they complement each other, and said they should be utilized altogether to obtain ultimate reality. Similarly, considering his philosophical sources, we see that he is influenced almost by all philosophical schools as well as religious sources. However, Ibn Sina and Ibn Arabi’s influence on him was more profound compared to other philosophers. (shrink)

A dichotomous decision-making context in committees is considered where potential partisan members with predetermined votes can generate inefficient decisions and buy neutral votes. The optimal voting rule minimizing the expected costs of inefficient decisions for the case of a three-member committee is analyzed. It is shown that the optimal voting rule can be non-monotonic with respect to side-transfers: in the symmetric case, majority voting is optimal under either zero, mild or full side-transfer possibilities, whereas unanimity voting may be optimal under (...) an intermediate side-transfer possibility. The side-transfer possibilities depend on the power of partisans (their ability or willingness to pay for neutral votes) relative to the corruptibility of neutral members (personal cost of deliberately casting a `wrong' vote). (shrink)

This study investigates the intersection of existing computational frameworks for zoonotic disease control within the emerging societal paradigm, Society 5.0. Technologies in human-centric computing can facilitate real-time data collection and analysis, enabling early detection and rapid response to zoonotic disease outbreaks, thereby enhancing surveillance and containment efforts for public health protection. It aims to explore challenges and opportunities within these frameworks and delineate future research directions to serve as a benchmark. Conducting a three-layered analysis, the study identifies high-level technologies, second-layer (...) technologies within those brackets, and minutely analyzes each technology in the second layer. The focus includes a comprehensive examination of the evolving landscape of zoonotic disease control and the influence of computational tools in public health. The findings highlight the potential of leveraging computational frameworks to predict, monitor, and control zoonotic diseases more effectively within Society 5.0. The major identified thrust areas include One Health and governmental integration, digital and data-driven solutions, healthcare and medical technologies, technologies for communication and information dissemination, and socio-cultural and ethical considerations. The integration of large-scale healthcare services offer a robust data source for AI-driven models, enabling early detection and dynamic response to zoonotic threats using data acquired from IoT surveillance and data acquisition infrastructures. However, challenges such as data privacy and equitable healthcare access need addressing. The study emphasizes the opportunities arising from the integration of computational frameworks with Society 5.0 for zoonotic disease control, proposing potential benefits in terms of improved disease surveillance and response. To fully realize this potential, the study suggests exploring specific technological landscapes for further investigation in the context of zoonotic disease control. (shrink)

The earlier volume in this series dealt with two religions of Indian origin, namely, Buddhism and Jainism. The Indian religious scene, however, is characterized by not only religions which originated in India but also by religions which entered India from outside India and made their home here. Thus religious life in India has been enlivened throughout its history by the presence of religions of foreign origin on its soil almost from the very time they came into existence. This volume covers (...) three such religions—Zoraoastrianism, Judaism, and Islam. In the case of Zoraostianism, even its very beginnings are intertwined with India, as Zoroastrianism reformed a preexisting religion which had strong links to the Vedic heritage of India. This relationship took on a new dimension when a Zoroastrian community, fearing persecution in Persia after its Arab conquest, sought shelter in western India and ultimately went on to produce India’s pioneering nationalist in the figure of Dadabhai Naoroji ( 1825-1917), also known as the Grand Old Man of India. Jews found refuge in south India after the destruction of the Temple by the Romans in 70 C.E. and have remained a part of the Indian religious scene since then, some even returning to Israel after it was founded in 1948. Islam arrived in Kerala as soon as it was founded and one of the earliest mosques in the history of Islam is found in India. Islam differs from the previously mentioned religions inasmuch as it went on to gain political hegemony over parts of the country for considerable periods of time, which meant that its impact on the religious life of the subcontinent has been greater compared to the other religions. It has also meant that Islam has existed in a religiously plural environment in India for a longer period than elsewhere in the world so that not only has Islam left a mark on India, India has also left its mark on it. Indeed all the three religions covered in this volume share this dual feature, that they have profoundly influenced Indian religious life and have also in turn been profoundly influenced by their presence in India. (shrink)

Moral pluralism of the kind associated with W. D. Ross is the doctrine that there is a plurality of moral principles, which in their application to particular cases can conflict, and that there is no further principle to determine which of these principles takes priority in cases of conflict. Two objections are commonly advanced against this kind of pluralism: that it proposes a rag-bag of moral principles lacking a unifying basis; and that it offers no way to adjudicate moral disputes (...) when our intuitions about what to do conflict. The present paper replies to both of these objections, in particular by responding to versions of them advanced by Brad Hooker. The tying together and justification of different moral principles may be achieved by a general rational justification procedure, rather than by a further moral principle; and such a rational justification procedure can help to adjudicate moral disputes. (shrink)

The aim of this paper is to understand why some ethical behaviours fail to embed, and importantly what can be done about it. We address this by looking at an example where ethical behaviour has not become the norm, i.e. the widespread, habitual, use of ‘bags for life’. This is an interesting case because whilst a consistent message of ‘saving the environment’ has been the basis of the promotion of ‘bags for life’ in the United Kingdom for many years, their (...) uptake has only recently become more widespread and still remains at low levels. Through an exploratory study, we unpack some of the contextual barriers which may influence ethical consumerism. We do this by examining the attitudes which influenced people to start using ‘bags for life’, and how people persuade others to use ‘bags for life’. We use a case study analysis to try and understand why ethical behaviour change has stalled and not become sustained. We find that both individuals and institutions play a significant interaction role in encouraging a sustained behavioural change towards ethical consumerism. (shrink)

Research and policy interest in questions of environmental waste is growing, especially plastic bag pollution. Where trash disposal and recycling are not highly regulated, the proliferation of plastic bags has created dramatic social and environmental consequences. In this article, we draw on 30 interviews with women who sell goods in markets in Mali as an entry point into investigating this issue through the interrelated dimensions of identity, gender, globalization, and the environment. We find the choices of women become suspect and (...) blamed for this environmental issue despite their having few socio-political options, while global and local political and economic elites have largely been responsible for implementing a series of policies and programs that have heightened the local effects of globalization while diminishing the services available to deal with the environmental and cultural dimensions of these changes. The issue of plastic bag pollution demonstrates the environmental consequences of development strategies that have emphasized economic growth with seemingly little concern or value for local cultures and environments, let alone the experiences and lives of poor women. (shrink)

Bu araştırma, dijital bağımlılık kavramını ve dijital çağın zararlı etkileri karşısında çocuk, dijital medya ve ebeveyn ilişkisinin sınırlarını tartışmaktadır. Araştırmada 4-6 yaş aralığındaki çocukları günde üç saat ve üzeri dijital medya kullanıcısı olan ebeveynlerin Erken Çocuklukta Dijital Bağımlılıkla Mücadele Seminerlerine katıldıktan sonra çocuklarının dijital medya kullanımına karşı nasıl bir tutum değişikliği göstereceklerine, ebeveyn arabuluculuğu stratejilerinde değişiklik olup olmayacağına cevap aranmaktır. Çalışmada nitel araştırma yöntemi kullanılmıştır. Çocukların günlük yaşantılarında dijital medya araçlarını kullanım durumlarının, sürelerinin, sebeplerinin, çocuk ve ebeveyn açısından yaşanan sorunların (...) tespit edilmesi amacıyla 8 ebeveyn ile yarı yapılandırılmış görüşme yapılmıştır. Elde edilen veriler değerlendirilerek seminer programına son hali verilmiştir. 93 ebeveynin katıldığı 5 hafta süren 10 seminer sonrası seminerlerin tamamına katılan 15 ebeveyn ile odak grup görüşmesi yapılmıştır. Araştırmada dijital okuryazarlık ve dijital ebeveynlik merkezli seminerlerin dijital bağımlılıklarla mücadelede önemli bir basamak olduğu sonucuna varılmıştır. Ebeveynlerin tutum ve davranışları ile çocukların uzun süreli dijital medya kullanımı arasında ilişki olduğu görülmüştür. Ebeveynlerin çocuklarının dijital medya kullanımını denetlemeye başladığı aktif arabuluculuk ve sınırlayıcı arabuluculuk stratejilerini benimsedikleri, teknik arabuluculuk stratejisinin azaldığı, izleme stratejisinden de tamamen vazgeçildiği tespit edilmiştir. (shrink)

A fruitful way to approach The Idea of Phenomenology is through Husserl’s claim that consciousness is not a bag, box, or any other kind of container. The bag conception, which dominated much of modern philosophy, is rooted in the idea that philosophy is restricted to investigating only what is really immanent to consciousness, such as acts and sensory contents. On this view, what Husserl called the riddle of transcendence can never be solved. The phenomenological reduction, as Husserl develops it in (...) The Idea of Phenomenology, opened up a new and broader sense of immanence that embraces the transcendent, making it possible both to solve the riddle and to escape the bag conception once and for all. The essay will discuss ways in which this new conception of immanence is tied to the key Husserlian themes of appearance, phenomenon, essence, seeing or intuiting, and constitution. (shrink)

Robert Mursch's picture book, The Paper Bag Princess, inverts many of the gender roles traditionally found in fairy tales: It's a prince (Roland) who gets abducted in this story, not a princess, though it's the princess (Elizabeth) who must come to the rescue and save him. Although these reversals are a source of the book's humor, they also underscore claims made in feminist philosophy, the specific branch of social and political philosophy considered in this chapter. Feminist philosophers and literary scholars (...) have pointed out that happy endings reassert harmful gender norms. Elizabeth's rejection of Roland marks her as a truly feminist hero, for she won't let him treat her in a demeaning manner even though she has staked her own life on saving him. With this story, you can hopefully steer children into a discussion of gender bias and oppression, and how traditional stories function to support it. (shrink)

While there is only little transformation to the absolute power of the party-state to be detected, some grassroots democratic experiments, however, are receiving enormous attention of the world, especially village elections. Nevertheless, this preliminary exercise of democracy is widely characterized as a mixed bag of results. Since its first conduction, it has experienced immense development and bought great impact not only on different rural political institutions, but also on common mass villagers, as well as changes to the local governance. But (...) at the same time, the limitations of the factual effectiveness of these elections can hardly be underestimated and such aspects as the standardization of electoral procedures are still to be further improved. Moreover, given the wide variations across Chinese countryside and the strong oppositions from all levels, the future of China’s village elections remain hard to gauge. (shrink)

This article argues that the 2010 short film Pumzi is an exploration of post-crisis, ecological rehabilitation that asks for a rethinking of narratives modes for representing climate change. Employing seeds and sowing as ecological tropes, Pumzi explores how we create and carry narrative in relation to a rapidly changing earth. Both the multi-scalar geographical expanses as well as the deep geological timelines of Anthropocene discourse mean that placing the human in relation to its post-crisis environment requires more collective notions of (...) what narrative production and world building mean. This article argues that Pumzi cultivates a sympoietic—making together—mode of storytelling in an age of environmental crisis and planet-death as a well to both tell new stories and to think future worlds. In this way, Pumzi offers us a vision of an afrofuturist eco-ethics based in narrative practice. (shrink)

The growing prominence of computers in contemporary life, often seemingly with minds of their own, invites rethinking the question of moral responsibility. If the moral responsibility for an act lies with the subject that carried it out, it follows that different concepts of the subject generate different views of moral responsibility. Some recent theorists have argued that actions are produced by composite, fluid subjects understood as extended agencies (cyborgs, actor networks). This view of the subject contrasts with methodological individualism: the (...) idea that actions are produced only by human individuals. This essay compares two views of responsibility: moral individualism (the ethical twin of methodological individualism), and joint responsibility (associated with extended agency theory). It develops a view of what joint responsibility might look like, and considers the advantages it might bring relative to moral individualism as well as the objections that are sure to be raised against it. (shrink)

There is a difference between acting with a probability of making a difference to who is harmed, and worsening someone’s prospect. This difference is relevant to debates about the ethics of offsetting, since it means that showing that emitting-and-offsetting has the first feature is not a way of showing that it has the second feature. In an earlier paper, we illustrate this difference with an example of a lottery in which you shake the bag from which a ball will be (...) drawn to determine the identity of the person who will suffer a harm. Here, we reply to Stefansson and Willners’ criticism of that example, explaining how their reply makes a mistake about the point of the example. (shrink)

Suri and Gross's 2022 connectionist emotion theory can be considered as one version of a family of theories known as network theories of emotion. It presents similarities and differences with older...

White pollution has become a global problem. China issued a strict plastic ban but fell into an awkward position. Despite the increasing environmental awareness, the positive attitude of consumers toward using reusable bags instead of plastic bags is difficult to reflect on from their behavior. This article bridges this gap by utilizing a consumer behavior framework based on the behavioral reasoning theory and the attitude-behavior-context model. This framework is tested using structural equation modeling with 481 Chinese consumers. This article confirms (...) that the value has a significant impact on consumer attitudes. Meanwhile, the article reveals the positive influence of “reasons for” in predicting attitudes and the negative influence of “reasons against” in predicting intentions. Reusable bag consumption behavior is a result of multiple pathways working together, which causes the gap between attitudes and behaviors. This article also confirms the moderating role of the Chinese face and the enforcement of the plastic ban in influencing behavior. These findings offer interesting insights for enterprises and governments to solve the problem of plastic consumption. (shrink)

Philosophers sometimes discuss cases of forgery and appropriation in art as similar but contrasting examples to understand issues relevant to the artistic value of artworks (Irvin 2005, Hick 2010). Something interesting about these cases is that both in forgeries and in ‘appropriation art’, we find works that can look very similar, and yet, deserve different value judgements or are actually evaluated differently. Moreover, despite the similarity of the cases, the philosophical analysis of what justifies different evaluations in the case of (...) forgeries and appropriation art provides different conclusions in each case. I propose a third contrasting example: a case of cultural (mis)appropriation exemplified by what I will call the Chiapas tote bag and a questionably fancier doppelgänger. (shrink)

To achieve satisfying effects of plastic ban policies, it is important to promote people’s intention to use green bags. Many studies have examined the antecedents of reducing plastic bag usage, but research regarding the influential factors of reusable bag usage is limited. Based on a survey of 532 respondents in China, a multiple linear regression model is constructed in this study to examine the determinants of individuals’ intention to carry reusable bags for shopping. Results show that plastic ban awareness, social (...) responsibility, environmental motivation, and economic motivation significantly and positively affect consumers’ intention to use reusable bags for shopping. Of the two motivation factors, environmental motivation has a greater impact. More importantly, economic motivation positively moderates the relationship between environmental motivation and the intention to use reusable bags. This finding suggests a motivation “crowding-in” effect in predicting consumers’ intention to carry reusable bags for shopping. Results of this study also indicate that female, older, and richer people are more inclined to carry reusable bags for shopping. Implications for plastic crisis management are discussed. (shrink)

With the increasing scale of e-commerce, the complexity of image content makes commodity image classification face great challenges. Image feature extraction often determines the quality of the final classification results. At present, the image feature extraction part mainly includes the underlying visual feature and the intermediate semantic feature. The intermediate semantics of the image acts as a bridge between the underlying features and the advanced semantics of the image, which can make up for the semantic gap to a certain extent (...) and has strong robustness. As a typical intermediate semantic representation method, the bag-of-visual-words model has received extensive attention in image classification. However, the traditional BoVW model loses the location information of local features, and its local feature descriptors mainly focus on the texture shape information of local regions but lack the expression of color information. Therefore, in this paper, the improved bag-of-visual-words model is presented, which contains three aspects of improvement: multiscale local region extraction; local feature description by speeded up robust features and color vector angle histogram ; and diagonal concentric rectangular pattern. Experimental results show that the three aspects of improvement to the BoVW model are complementary, while compared with the traditional BoVW and the BoVW adopting SURF + SPM, the classification accuracy of the improved BoVW is increased by 3.60% and 2.33%, respectively. (shrink)

Drawing on the general ethics and social psychology literature, this study presents a model to delineate the major factors likely to affect consumers’ intentions to bring their own shopping bags when visiting a supermarket (called “bring your own bags” or “BYOB” intention). The model is empirically validated using a survey of 250 Chinese consumers. Overall, the findings support the hypothesized direct influence of teleological evaluation and habit on BYOB intention, as well as that of deontological evaluation and teleological evaluation on (...) ethical judgment about the BYOB practice. Teleological evaluation exerts a much stronger influence on ethical judgment than does deontological evaluation. In addition, the findings reveal that consumers who perceive the BYOB practice to be more important are more inclined to rely on their ethical judgment to derive their BYOB intention. Academically, these findings provide some encouraging evidence for the application of general ethics theories to explain green consumption-related practices. Practically, the findings also suggest that a utilitarian approach (i.e., emphasizing the consequences of BYOB) may represent an effective means for the Chinese government to promote BYOB practice among consumers. (shrink)

In the case of magnetic resonance imaging (MRI) imaging, image processing is crucial. In the medical industry, MRI images are commonly used to analyze and diagnose tumor growth in the body. A number of successful brain tumor identification and classification procedures have been developed by various experts. Existing approaches face a number of obstacles, including detection time, accuracy, and tumor size. Early detection of brain tumors improves options for treatment and patient survival rates. Manually segmenting brain tumors from a significant (...) number of MRI data for brain tumor diagnosis is a tough and time-consuming task. Automatic image segmentation of brain tumors is required. The objective of this study is to evaluate the degree of accuracy and simplify the medical picture segmentation procedure used to identify the type of brain tumor from MRI results. Additionally, this work suggests a novel method for identifying brain malignancies utilizing the Bagging Ensemble with K-Nearest Neighbor (BKNN) in order to raise the KNN’s accuracy and quality rate. For image segmentation, a U-Net architecture is utilized first, followed by a bagging-based k-NN prediction algorithm for classification. The goal of employing U-Net is to improve the accuracy and uniformity of parameter distribution in the layers. Each decision tree is fitted on a little different training dataset during classification, and the bagged decision trees are effective since each tree has minor differences and generates slightly different skilled predictions. The overall classification accuracy was up to 97.7 percent, confirming the efficiency of the suggested strategy for distinguishing normal and pathological tissues from brain MR images; this is greater than the methods that are already in use. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:The Place of the Money Bag in the Secular-Mendicant Controversy at ParisRobert J. Karris O.F.M. (bio)Money bag, money bag. So many Bible-reading Christians don't know of your existence. In their defense I note that you are only mentioned twice in the entire New Testament: John 12:6 and 13:29. If faithful Bible-reading Christians don't know of your existence, what is your fate among the faithful who are less than faithful?! (...) Is ignorance truly bliss?New Testament ScholarsMoney bag, money bag. Perhaps, New Testament scholars are the reason why you are almost unknown among Christians.1 Commentators on John's Gospel give you a passing notice, if that.2 Even when they make mention of you, they [End Page 21] generally don't integrate your existence with other features of John's theology or life situation.3 As for the Jesus Seminar, its members sweep you into the dustbin of history along with 99.9% of John's Gospel.4 You see, you are deemed unhistorical. A couple of scholars involved in the quest for the historical Jesus say "Hi!" to you, but then go on with more important matters.5 Other scholars involved in the application [End Page 22] of social science methodology to the study of the New Testament opine that you were kept as a security measure and contained money to pay for the annual temple tax and such like obligations, but then they hold their peace.6Money bag, money bag. Scholars who have investigated the theme of rich and poor in the New Testament hardly give [End Page 23] you a second glance. You do not play a leading role in their general conclusions.7So, money bag, we have to take leave of New Testament scholarship if we are going to make your acquaintance on a serious level.The Middle AgesFrancis of AssisiAs we move into the Middle Ages, we ask: Did St. Francis of Assisi provide us with guidance on how to treat you with the respect that you, O money bag, so richly deserve? You see, some scholars maintain that John's Gospel was most important to Francis's worldview.8 However, Francis doesn't seem to see the problem you created for his all-consuming embrace of Jesus' missionary command of traveling with no money.9 [End Page 24] Surely Francis knows of your existence, for he refers to you in his Fourth Admonition n. 3:And the more they (superiors) are perturbed about their superiorship being taken from them than they would be over the loss of the office of washing feet, so much the more do they collect for themselves a money bag (John 12:6; 13:29) to the peril of their souls.10Francis is heir to a Benedictine spiritualization of the money bag. See how Roger the Abbot in his Sermo in ultima cena employs the money bag:Woe, how many money bags, woe, how many purses are in the monasteries of St. Benedict! Woe, how many cowls, which cover the ears of the tonsured, enclose private supplies of the mind, the money bag of one's own will, the purse of murmuring, detraction, idleness, pride, envy, jealousy, and bad will! But remember, most beloved brothers, that those who do such things follow Judas the traitor. And therefore, unless you amend your lives, you will not possess the kingdom of God.11O money bag, so Francis goes his merry way, apparently ignorant of your true meaning and leaves the problems created by your existence to his learned followers such as Bonaventure of Bagnoregio. To Bonaventure we now turn, but do so through his responses to his secular opponents, William of Saint-Amour and Gerard of Abbeville. First let's hear from the secular masters. [End Page 25]William of Saint-Amour and Gerard of AbbevilleWilliam of Saint-Amour comments on John 12:6 and argues that it does not permit begging and is the basis for the normative view that the apostles and their successors should have a money bag. He writes:Augustine, 'the Lord had a purse to keep the offerings... (shrink)

Flooding is one of the most damaging natural hazards globally. During the past three years, floods have claimed hundreds of lives and millions of dollars of damage in Iran. In this study, we detected flood locations and mapped areas susceptible to floods using time series satellite data analysis as well as a new model of bagging ensemble-based alternating decision trees, namely, bag-ADTree. We used Sentinel-1 data for flood detection and time series analysis. We employed twelve conditioning parameters of elevation, normalized (...) difference’s vegetation index, slope, topographic wetness index, aspect, curvature, stream power index, lithology, drainage density, proximities to river, soil type, and rainfall for mapping areas susceptible to floods. ADTree and bag-ADTree models were used for flood susceptibility mapping. We used software of Sentinel application platform, Waikato Environment for Knowledge Analysis, ArcGIS, and Statistical Package for the Social Sciences for preprocessing, processing, and postprocessing of the data. We extracted 199 locations as flooded areas, which were tested using a global positioning system to ensure that flooded areas were detected correctly. Root mean square error, accuracy, and the area under the ROC curve were used to validate the models. Findings showed that root mean square error was 0.31 and 0.3 for ADTree and bag-ADTree techniques, respectively. More findings illustrated that accuracy was obtained as 86.61 for bag-ADTree model, while it was 85.44 for ADTree method. Based on AUC, success and prediction rates were 0.736 and 0.786 for bag-ADTree algorithm, in order, while these proportions were 0.714 and 0.784 for ADTree. This study can be a good source of information for crisis management in the study area. (shrink)