We describe how the set of tools, practices, and social relations known as “precision agriculture” is defined, promoted, and debated. To do so, we perform a critical discourse analysis of popular and trade press websites. Promoters of precision agriculture champion how big data analytics, automated equipment, and decision-support software will optimize yields in the face of narrow margins and public concern about farming’s environmental impacts. At its core, however, the idea of farmers leveraging digital infrastructure in (...) their operations is not new, as agronomic research in this vein has existed for over 30 years. Contemporary discourse in precision ag tends to favour emerging digital technologies themselves over their embeddedness in longstanding precision management approaches. Following several strands of science and technology studies research, we explore what rhetorical emphasis on technical innovation achieves, and argue that this discourse of novelty is a reinvention of precision agriculture in the context of the growing “smart” agricultural economy. We overview six tensions that remain unresolved in this promotional rhetoric, concerning the definitions, history, goals, adoption, uses, and impacts of precision agriculture. We then synthesize these in a discussion of the extent to which digital tools are believed to displace farmer decision-making and whether digital agriculture addresses the biophysical heterogeneity of farm landscapes or land itself has become an “experimental technology”—a way to advance the general development of artificial intelligence. This discussion ultimately helps us name a larger dilemma: that the smart agricultural economy is perhaps less about supporting land and its stewards than promising future tech and profits. (shrink)

Recent technological and methodological changes in farming have led to an emerging set of claims about the role of digital technology in food production. Known as precision agriculture, the integration of digital management and surveillance technologies in farming is normatively presented as a revolutionary transformation. Proponents contend that machine learning, Big Data, and automation will create more accurate, efficient, transparent, and environmentally friendly food production, staving off both food insecurity and ecological ruin. This article contributes a critique of (...) these rhetorical and discursive claims to a growing body of critical literature on precision agriculture. It argues precision agriculture is less a revolution than an evolution, an effort to shore up and intensify the conventional farming system responsible for generating many of the social and environmental problems precision agriculture is presented as solving. While precision agriculture advocates portray it as a radical, even democratic epistemological break with the past, this paper locates truth claims surrounding datafication and algorithmic control in farming within deeper historical contexts of the capitalist rationalization of production and efforts to quantify and automate physical and mental labor. Abjuring the growing cultural tendency to treat algorithmic systems as revolutionary in favor of social and historical dimensions of precision agriculture, can help re-frame the discussion about its design and use around real, socially and ecologically oriented change in farming, and so ensure that the possibilities and benefits of precision agriculture are as evenly and effectively shared as possible. (shrink)

Although agricultural mechanization, hybrid cultivars, the Green Revolution, and modern biotechnology have been implemented on a global scale, conventional farmers still have to face a lot of ethical debate and criticism. From a plants ethics perspective, they are challenged by organic farmers to reorganize their practices in a responsible way, and no longer consider plants as mere instruments. However, by embracing the development of precision farming, conventional crop production seems to turn in the opposite direction and tends to become (...) large-scale digitalized robot farming. By integrating many kinds of data, precision farming technologies can be conceived as creating ‘digital’ plants as next step in the instrumentalization of crop plants. In this chapter we first discuss the main approaches to plant ethics. We use the concept of “flourishing” as our starting point for addressing the moral status of plants. On this basis, we develop a framework for ‘digital’ plants and apply it to several key technologies that have influenced the development of precision farming: sensing technologies, data processing and utilization, and control technologies. Finally, we discuss the possibility to develop a responsible precision farming of crop plants, based on a plant ethics of flourishing. (shrink)

The food security of more than half of the world’s population depends on rice production which is one of the key objectives of precision agriculture. The traditional rice almanac used astronomical and climate factors to estimate yield response. However, this research integrated meteorological, agro-chemical, and soil physiographic factors for yield response prediction. Besides, the impact of those factors on the production of three major rice ecotypes has also been studied in this research. Moreover, this study found a different (...) set of those factors with respect to the yield response of different rice ecotypes. Machine learning algorithms named Extreme Gradient Boosting and Support Vector Regression have been used for predicting the yield response. The SVR shows better results than XGBoost for predicting the yield of the Aus rice ecotype, whereas XGBoost performs better for forecasting the yield of the Aman and Boro rice ecotypes. The result shows that the root mean squared error of three different ecotypes are in between 9.38% and 24.37% and that of R-squared values are between 89.74% and 99.13% on two different machine learning algorithms. Moreover, the explainability of the models is also shown in this study with the help of the explainable artificial intelligence model called Local Interpretable Model-Agnostic Explanations. (shrink)

Smart Farming Technologies raise ethical issues associated with the increased corporatization and industrialization of the agricultural sector. We explore the concept of biomimicry to conceptualize smart farming technologies as ecological innovations which are embedded in and in accordance with the natural environment. Such a biomimetic approach of smart farming technologies takes advantage of its potential to mitigate climate change, while at the same time avoiding the ethical issues related to the industrialization of the agricultural sector. We explore six principles of (...) a natural concept of biomimicry and apply these principles in the context of smart farming technologies. (shrink)

Precision livestock farming promises to allow modern, large-scale farms to replicate, at scale, caring farmers who know their animals. PLF refers to a suite of technologies, some only speculative. The goal is to use networked devices to continuously monitor individual animals on large farms, to compare this information to expected norms, and to use algorithms to manage individual animals automatically. Supporters say this could not only create an artificial version of the partially mythologized image of the good steward caring (...) for his or her animals, but to also improve on it. As one paper in favor of PLF has said, “We can not only replace the farmer’s ‘eyes and ears’ to each individual animal as in the past, but several other variables will soon be measurable in practice” Livestock production and society, Wageningen Academic Publishers, Wageningen, pp 287–292, 2006). Yet these methods of monitoring and control raise a host of ethical issues, including alienation of laborers, further consolidation of farms, and further cover for meat consumption. In this paper, I will address these ethical issues, and suggest a different, under-examined concern: namely, that though PLF may indeed improve the lives of livestock, and the sustainability of livestock operations, it is possible that it will do so at the cost of a loss of identity and relationships for farmers, as well as for the animals in their charge. (shrink)

Face aux pollutions environnementales causées par les pratiques productivistes, le modèle de l’« agriculture de précision»s’est développé depuis les années 1990 : des capteurs, des satellites, des GPS et des algorithmes permettraient de diminuer les dégâts écologiques causés par les activités de production. Au-delà des pratiques sur les exploitations, « agriculture digitale », « smartfarming » et autres « AgTech » sont devenus des termes quotidiens pour les organismes et les politiques agricoles. L’article propose de s’interroger sur l’argumentaire (...) environnemental entourant ces outils numériques et leur développement, en mettant en avant les enjeux politiques, techniques et commerciaux inhérents à ce déploiement. (shrink)

Farming is undergoing a digital revolution. Our existing review of current Big Data applications in the agri-food sector has revealed several collection and analytics tools that may have implications for relationships of power between players in the food system. For example, Who retains ownership of the data generated by applications like Monsanto Corproation's Weed I.D. “app”? Are there privacy implications with the data gathered by John Deere's precision agricultural equipment? Systematically tracing the digital revolution in agriculture, and charting (...) the affordances as well as the limitations of Big Data applied to food and agriculture, should be a broad research goal for Big Data scholarship. Such a goal brings data scholarship into conversation with food studies and it allows for a focus on the material consequences of big data in society. (shrink)

Prevalent narratives of agricultural innovation predict that we are once again on the cusp of a global agricultural revolution. According to these narratives, this so-called fourth agricultural revolution, or agriculture 4.0, is set to transform current agricultural practices around the world at a quick pace, making use of new sophisticated precision technologies. Often used as a rhetorical device, this narrative has a material effect on the trajectories of an inherently political and normative agricultural transition; with funding, other policy (...) instruments, and research attention focusing on the design and development of new precision technologies. A growing critical social science literature interrogates the promises of revolution. Engagement with new technology is likely to be uneven, with benefits potentially favouring the already powerful and the costs falling hardest on the least powerful. If grand narratives of change remain unchallenged, we risk pursuing innovation trajectories that are exclusionary, failing to achieve responsible innovation. This study utilises a range of methodologies to explore everyday encounters between farmers and technology, with the aim of inspiring further work to compile the microhistories that can help to challenge robust grand narratives of change. We explore how farmers are engaging with technology in practice and show how these interactions problematise a simple, linear notion of innovation adoption and use. In doing so, we reflect upon the contribution that the study of everyday encounters can make in setting more inclusionary, responsible pathways towards sustainable agriculture. (shrink)

In recent years Community Supported Agriculture (CSA), an innovative grassroots movement connecting consumers with a local farm, has rapidly spread across Germany and other industrialized countries. An increasing number of consumers who are dissatisfied with conventional food supply chains have signed up to receive fresh produce, support a local community and protect the environment. So far little is known, though, about the underlying value structures of CSA. Nevertheless, identifying factors influencing consumers’ interest in CSA is regarded as a major (...) aim of contemporary CSA research. This research aims to provide insights into CSA members’ value structures, and delineates CSA members by comparing their value structures to those of the German population in general. Schwartz’s Portrait Value Questionnaire was used in a standardized online survey of CSA members to mirror the dataset which is available to the German public via the European Social Survey. A total sample of 205 CSA members was used to examine common value structures by comparing them with the German public. This study’s findings strongly indicate that a CSA membership goes along with a characteristic value pattern: CSA members highly appreciate self-transcendence and openness to change, but tend to reject conservation and self-enhancement values. Addressing members’ preference for openness to change and self-transcendence may help CSAs to reduce fluctuation rates. It might also enhance CSA marketing strategy by addressing potential members’ interests more precisely. Therefore, identifying and communicating common values of a CSA might be a key factor in determining its long-term success and stability. (shrink)

Legal structures may form barriers to, or enablers of, adoption of precision agriculture management with small autonomous agricultural robots. This article develops a conceptual regulatory framework for small autonomous agricultural robots, from a practical, self-contained engineering guide perspective, sufficient to get working research and commercial agricultural roboticists quickly and easily up and running within the law. The article examines the liability framework, or rather lack of it, for agricultural robotics in EU, and their transpositions to UK law, as (...) a case study illustrating general international legal concepts and issues. It examines how the law may provide mitigating effects on the liability regime, and how contracts can be developed between agents within it to enable smooth operation. It covers other legal aspects of operation such as the use of shared communications resources and privacy in the reuse of robot-collected data. Where there are some grey areas in current law, it argues that new proposals could be developed to reform these to promote further innovation and investment in agricultural robots. (shrink)

This study aims to identify artificial intelligence (AI) technologies that are applied in climate-smart agricultural practices and address ethical concerns of deploying those technologies from legal perspectives. As climate-smart agricultural AI, the study considers those AI-based technologies that are used for precision agriculture, monitoring peat lands, deforestation tracking, and improved forest management. The study utilized a systematic literature review approach to identify and analyze AI technologies employed in climate-smart agriculture and associated ethical and legal concerns. The study (...) findings indicate several ethical concerns for deploying AI in climate-smart agricultural practices pertaining to data inaccuracy, other technical errors based on wrong recommendations or wrongful acts, data ownership and intellectual property issues, and economic issues resulting in digital division and privacy and security related issues. In this study, the ethical concerns were further examined based on criminal law, tort law, privacy and data protection law, and intellectual property law. In this regard, the study finds that the current tort law pattern is more suitable than the criminal law pattern to address some major ethical concerns, such as data inaccuracy and other technical errors based on wrong recommendations or wrongful acts. Finally, the study recommends that at the global level, all countries need to fill up the current gap of international law on climate-smart agriculture through agreeing on a standard set of legal provisions and enhancing collaboration in innovation and deployment of climate-smart agricultural AI. It further recommends that at the local level, countries need to adopt suitable regulations addressing multi-stakeholders’ interests associated with the deployment of climate-smart agricultural AIs. (shrink)

This article addresses the value of information that affects the ambiguity faced by a decision maker. Our analysis is applied to the case of a farmer whose production can be damaged by a pest attack with unknown probability, this damage being reduced if the farmer decides to use a pesticide. Early warning systems have precisely been implemented in many countries to help farmers avoid inappropriate decisions in terms of pesticide use. We investigate, both theoretically and experimentally, how farmers value these (...) systems. We propose a two-state self-insurance model in which an α\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\alpha$$\end{document}-MaxMin Expected Utility farmer may use pesticides that reduce the loss in the accident state while incurring a cost in both states. Her decision to self-insure or not depends on risk and ambiguity attitudes. We compile and compare the value of two types of information leading to a reduction of ambiguity and analyze their properties with respect to ambiguity attitude. Both types of information are valued positively if the farmer is ambiguity averse. We conduct a framed field experiment in which farmers and agricultural students have to decide whether or not to apply pesticides depending on risk, ambiguity and the associated monetary gains resulting from pesticide cost. The experimental findings support the theory. The average value of information among all participants is between €0.9/ha and €3.3/ha depending on the information gain. (shrink)

Aspirations to farm ‘better’ may fall short in practice due to constraints outside of farmers’ control. Yet farmers face proliferating pressures to adopt practices that align with various societal visions of better agriculture. What happens when the accumulation of external pressures overwhelms farm management capacity? Or, worse, when different visions of better agriculture pull farmers toward conflicting management paradigms? This article addresses these questions by comparing the institutional manifestations of two distinct societal obligations placed on California fruit and (...) vegetable farmers: to practice sustainable agriculture and to ensure food safety. Drawing on the concept of constrained choice, I define and utilize a framework for comparison comprising five types of institutions that shape farm management decisions: rules and standards, market and supply chain forces, legal liability, social networks and norms, and scientific knowledge and available technologies. Several insights emerge. One, farmers are expected to meet multiple societal obligations concurrently; when facing a “right-versus-right” choice, farmers are likely to favor the more feasible course within structural constraints. Second, many institutions are designed to pursue narrow or siloed objectives; policy interventions that aim to shift farming practice should thus anticipate and address potential conflicts among institutions with diverging aspirations. Third, farms operating at different scales may face distinct institutional drivers in some cases, but not others, due to differential preferences for universal versus place-specific policies. These insights suggest that policy interventions should engage not just farmers, but also the intersecting institutions that drive or constrain their farm management choices. As my framework demonstrates, complementing the concept of constrained choice with insights from institutional theory can more precisely reveal the dimensions and mechanisms that bound farmer agency and shape farm management paradigms. Improved understanding of these structures, I suggest, may lead to novel opportunities to transform agriculture through institutional designs that empower, rather than constrain, farmer choice. (shrink)

AbstractAdvances in precision agriculture, driven by big data technologies and machine learning algorithms can transform agriculture by enhancing crop and livestock productivity and supporting faster and more accurate on and off-farm decision making. However, little is known about how PA can influence farmers’ sense of self, their skills and competencies, and the meanings that farmers ascribe to farming. This study is animated by scholarly commitment to social identity research, and draws from socio-cyber-physical systems research, domestication theory, and (...) activity theory. This conceptualization of PA within these theoretical perspectives helps to render visible how big agricultural data and machine learning algorithms can affect meaning, doing, and being for US farmers. Through analysis of data from six focus group discussions and follow-up surveys with stakeholders across the PA value chain, this paper shows that PA tools can necessitate farmers to learn and develop new competencies such as flying drones and interpreting yield maps. At the same time, PA can shape new meaning of farm work and new expectation about a ‘good farmer’, changing what it means to be a ‘successful’ farmer from someone who is not only a data observer or data gatherer but also validators of PA models by using their local knowledge of agronomic and environmental phenomenon. We conclude that PA can alter social expectations about farming by reorienting the role of farmers. Policymakers and agriculture extension and outreach programmers can develop more socially relevant PA knowledge and innovation if they can attend to both new and traditional ‘good farmer’ identities. (shrink)

Precision agriculture is a breakthrough in digital farming technology, which facilitates the application of precise and exact amount of input level of water and fertilizer to the crop at the required time for increasing the yield. Since agriculture relies on direct rainfall than irrigation and the prediction of rainfall date is easily available from web source, the integration of rainfall prediction with precision agriculture helps to regulate the water consumption in farms. In this work, an (...) edge computing model is developed for predicting soil moisture in real time and managing the water usage in accordance with rain prediction. A soil moisture prediction hybrid algorithm has been developed that revolves around the decision-making techniques with live environmental parameters including weather parameters for the prediction of soil moisture through the impact of precipitation. Numerous algorithms with the combination of regression + clustering are estimated, and it is inferred that XGBoost + k-means outperforms other algorithmic combinations that is deployed in edge model. This model is used as an intermediary between the end IoT devices and cloud that results in the saving of computationally intensive processing performed on cloud servers. The servers located on a local edge network perform the developed algorithmic computations. Avoiding transmission over the cloud results in significant latency, response time, and computation power savings and therefore increases the efficiency of data transfer. The proposed edge computing model is implemented in Raspberry Pi as an edge, Heroku as cloud, and edge nodes as the combination of Pi with actuators and sensors. The monitored data from Pi are stored in MongoDB webserver that is controlled by Web dashboard. Finally, the developed model is implemented in cloud and edge where the edge server implementation performs better in terms of latency, bandwidth, throughput, response time, and CPU memory usage. (shrink)

This paper examines classification practices in the domain of plant data semantics, and particularly methods used to label plant traits to foster the collection, management, linkage and analysis of data about crops across locations—which crucially inform research and interventions on plants and agriculture. The efforts required to share data place in sharp relief the forms of diversity characterizing the systems used to capture the biological and environmental characteristics of plant variants: particularly the biological, cultural, scientific and semantic diversity affecting (...) the identification and description of plant traits, the methods used to generate and process data, and the goals and skills of those with relevant expertise—including farmers and breeders. Through a study of the Crop Ontology (which explicitly recognizes and negotiates diversity) and its application to cassava breeding, I argue for a process-sensitive approach to the naming of plant traits that focuses on documenting environmental processes instead of biological products. I claim that this approach can foster reliable linkage and robust re-use of plant data, while at the same time facilitating dialogue between data scientists, plant researchers, breeders, and other relevant experts in ways that crucially inform agricultural interventions. I conclude that the study of data semantics and related descriptors constitutes a productive and underexplored way to think about the epistemic import of naming traits within plant science. The effort to articulate semantic differences among plant varieties and methods of data processing can generate newly inclusive ways to develop and communicate biological knowledge. In turn, such practices have the potential to defy existing understandings of systematisation and hierarchies of expertise in biology, thus bolstering the extent to which plant science can support biodiversity and sustainable agriculture. (shrink)

One of the main driving forces in the era of cyber-physical systems is the introduction of massive sensor networks into manufacturing processes, connected cars, precision agriculture, and so on. Therefore, large amounts of sensor data have to be ingested at the server side in order to generate and make the “twin digital model” or virtual factory of the existing physical processes for predictive simulation and scheduling purposes usable. In this paper, we focus on our ultimate goal, a novel (...) software container-based approach with cloud agnostic orchestration facilities that enable the system operators in the industry to create and manage scalable, virtual IT platforms on-demand for these two typical major pillars of CPS: server-side framework for sensor networks and configurable simulation tool for predicting the behavior of manufacturing systems. The paper discusses the scalability of the applied discrete-event simulation tool and the layered back-end framework starting from simple virtual machine-level to sophisticated multilevel autoscaling use case scenario. The presented achievements and evaluations leverage on the synergy of the existing EasySim simulator, our new CQueue software container manager, the continuously developed Occopus cloud orchestrator tool, and the latest version of the evolving MiCADO framework for integrating such tools into a unified platform. (shrink)

Early diagnosis of leaf diseases is a fundamental tool in precision agriculture, thanks to its high correlation with food safety and environmental sustainability. It is proven that plant diseases are responsible for serious economic losses every year. The aim of this work is to study an efficient network capable of assisting farmers in recognizing pear leaf symptoms and providing targeted information for rational use of pesticides. The proposed model consists of a multioutput system based on convolutional neural networks. (...) The deep learning approach considers five pretrained CNN architectures, namely, VGG-16, VGG-19, ResNet50, InceptionV3, MobileNetV2, and EfficientNetB0, as feature extractors to classify three diseases and six severity levels. Computational experiments are conducted to evaluate the model on the DiaMOS Plant dataset, a self-collected dataset in the field. The results obtained confirm the robustness of the proposed model in automatically extracting the discriminating features of diseased leaves by adopting the multitasking learning paradigm. (shrink)

This paper contributes to our understanding of farm data value chains with assistance from 54 semi-structured interviews and field notes from participant observations. Methodologically, it includes individuals, such as farmers, who hold well-known positionalities within digital agriculture spaces—platforms that include precision farming techniques, farm equipment built on machine learning architecture and algorithms, and robotics—while also including less visible elements and practices. The actors interviewed and materialities and performances observed thus came from spaces and places inhabited by, for example, (...) farmers, crop scientists, statisticians, programmers, and senior leadership in firms located in the U.S. and Canada. The stability of “the” artifacts followed for this project proved challenging, which led to me rethinking how to approach the subject conceptually. The paper is animated by a posthumanist commitment, drawing heavily from assemblage thinking and critical data scholarship coming out of Science and Technology Studies. The argument’s understanding of “chains” therefore lies on an alternative conceptual plane relative to most commodity chain scholarship. To speak of a data value chain is to foreground an orchestrating set of relations among humans, non-humans, products, spaces, places, and practices. The paper’s principle contribution involves interrogating lock-in tendencies at different “points” along the digital farm platform assemblage while pushing for a varied understanding of governance depending on the roles of the actors and actants involved. (shrink)

Vertical farming is a rapidly expanding type of indoor controlled environment agriculture whose promises have attracted widespread praise and considerable early-stage capital in recent years. Among vertical farming’s many claimed benefits, per-area productivity is frequently mentioned, proposing crop yields at least two orders of magnitude higher than outdoor field agriculture. These extremely high yields form the basis for a theory of land use change whereby yield-increasing technologies reduce or reverse the expansionary demands of lower-yielding farms, retaining or returning (...) those areas to “wild nature”. In a sensational articulation of this kind of intensification, from 2007 to 2017 many vivid proposals portrayed centrally located skyscraper farms as a key strategy for building self-sufficient cities. This skyscraper articulation of vertical farming captured the public imagination and led to substantial investment into contemporary vertical farming facilities, the majority of which are in large suburban high-ceiling single-story warehouses. This paper traces the politics of vertical farming’s land-sparing narratives beginning early in the twentieth century, with a closer analysis of two contrasting historical examples: Othmar Ruthner’s 1960s tower greenhouses, which closely resemble the imaginary skyscraper farms of the 2010s; and Noel Davis’ 1980s PhytoFarms, which more closely resembles the well-funded warehouse vertical farms of the 2020s. This analysis suggests that, despite their high yields, the extremely high capital investments needed to build the precise controlled environments of today’s vertical farms preclude the profitable production of staple crops, rendering them unlikely to fulfil their land-sparing promises. (shrink)

Veterinarians are increasingly confronted with new technologies, such as Precision Livestock Farming (PLF), which allows for automated animal monitoring on commercial farms. At the same time, we lack information on how veterinarians, as stakeholders who may play a mediating role in the public debate on livestock farming, perceive the use and the impact of such technologies. This study explores the meaning veterinarians attribute to the application of PLF in the context of public concerns related to pig production. Semi-structured interviews (...) were carried out with pig veterinarians located in the Netherlands and Germany. By using an inductive and semantic approach to reflexive thematic analysis, we developed four main themes from the interview data: (1) the advisory role of the veterinarian, which is characterized by a diverse scope, including advice on PLF, generally positive evaluations and financial dependencies; (2) the delineation of PLF technologies as supporting tools, which are seen as an addition to human animal care; (3) the relationship between veterinarian and farmer, which is context-related, ranging from taking sides with to distancing oneself from farmers; and (4) the distance between agriculture and society, in the context of which PLF has both a mitigating and reinforcing potential. The present findings indicate that veterinarians play an active role in the emerging field of PLF in livestock farming. They are aware of and reflect on competing interests of different groups in society and share positions with different stakeholders. However, the extent to which they are able to mediate between stakeholder groups in practice seems to be constrained by external factors, such as financial dependencies. (shrink)

Floods generate both risks and benefits. In Langhorne Creek, South Australia, a historically-embedded system of shared floodwater management exists among farmers, who rely on semi-regular flood inundations as part of the region’s hydrosocial terroir – a dynamic conjunction of water, landscape, social relations and agricultural practice. Unruly floods coexist with a heavily regulated and precisely measured system of modern water management for viticultural irrigation across the region. Since the mid-twentieth century, groundwater extraction and new pipeline schemes have linked Langhorne Creek (...) to the Murray Darling Basin water management system, which has displaced flooding as the primary source of irrigation water. The associated modernist shift towards the rationalization of water as a measurable resource has acted to sideline flood irrigation. Yet, floods maintain important viticultural, ecological and social roles in Langhorne Creek, adding to the flexibility and resilience of the region in response to water management challenges. The system involves technological and infrastructural components, such as flood gates and channels, but also relies upon the cooperation and coordination of community members. Local vignerons suggest that flood irrigation is environmentally as well as economically beneficial, rejuvenating riparian wetlands along watercourses. A more formal acknowledgement of the specific regional experiences of water management in a wine region like Langhorne Creek helps to fill a gap between emplaced and hydrosocial understandings of flood irrigation and broader assumptions about flooding as wasteful and inefficient. (shrink)

Transitioning to food systems that are equitable, resilient, healthy and environmentally sustainable will require the cultivation and diffusion of transformational sociotechnical innovations—and grassroots movements are an essential source of such innovations. Within the literature on strategic niche management, government-provided ‘protected spaces’ where niche innovations can develop without facing the pressures of the market is an essential part of sustainability transitions. However, because of their desire to _transform_ rather than _transition_ food systems, grassroots movements often struggle to acquire such protected spaces (...) and so must determine how and where to generate change whilst being marginalised and exposed to unprotected spaces. The aim of this research is to gain a precise view of the multiple touchpoints of marginalisation that exist across the grassroots-government interface and to apply a new framework for conceptual analysis of these touchpoints that can help to identify where and how grassroots movements might be able to push against this marginalisation. The study finds that, by applying a ‘who, what, where’ framework of analysis to policies across this interface, it is possible to find pathways forward for achieving small wins towards food systems transformation. (shrink)

By many accounts, CRISPR gene-editing technology is revolutionizing biotechnology. It has been hailed as a scientific game changer and is being adopted at a break-neck pace. This hasty adoption has left little time for ethical reflection, and so this paper aims to begin filling that gap by exploring whether CRISPR is as much an ethical game changer as it is a biological one. By focusing on the application of CRISPR to non-human animals, I argue that CRISPR has and will continue (...) to result in significant shifts in the ethical debate landscape. For instance, the fact that many CRISPR edits are non-transgenic has important implications for the ethical debate, particularly the popular objection to genetic engineering that it objectionably involves “crossing species boundaries,” as well as the regulatory debate in the United States, where currently only transgenic organisms are officially genetically modified organisms. I also explore various impacts CRISPR may have on animal welfare, suggesting that although the improved precision of CRISPR suggests fewer unintended welfare problems in comparison to past techniques, the greater versatility means that more animals than ever will be engineered. Finally, I end my discussion of animal welfare issues by exploring the possibility of using CRISPR to directly improve animal welfare, for instance through introducing disease resistance. (shrink)

The concepts of sustainable agriculture, organic agriculture, regenerative agriculture, and alternative agriculture are receiving increasing attention in the academic and popular literature on present trends and future directions of agriculture. Whatever the reasons for this interest, there nevertheless remain differences of opinion concerning what counts as a sustainable agriculture. One of the reasons for these differences is that the moral underpinnings of a policy of sustainability are not clear. By understanding the moral obligatoriness of (...) sustainability, we can come to understand precisely what must be sustained, and by implication, how. This article discusses the arguments that can be advanced for sustaining anything and initially concludes that our obligations to future generations entail sustaining more than just sufficient food production or an adequate resource base. Indeed, a tradition of care and community must underlie whatever agricultural and resource strategies we are to develop under the rubric of sustainability. A consideration of the larger social and environmental system in which agriculture operates and the constraints this system places on agriculture forces us to recognize that sustainability has to do with larger institutional issues, including our ability to incorporate our common morality democratically into our institutions, practices, and technologies. (shrink)

The concepts of sustainable agriculture, organic agriculture, regenerative agriculture, and alternative agriculture are receiving increasing attention in the academic and popular literature on present trends and future directions of agriculture. Whatever the reasons for this interest, there nevertheless remain differences of opinion concerning what counts as a sustainable agriculture. One of the reasons for these differences is that the moral underpinnings of a policy of sustainability are not clear. By understanding the moral obligatoriness of (...) sustainability, we can come to understand precisely what must be sustained, and by implication, how. This article discusses the arguments that can be advanced for sustaining anything and initially concludes that our obligations to future generations entail sustaining more than just sufficient food production or an adequate resource base. Indeed, a tradition of care and community must underlie whatever agricultural and resource strategies we are to develop under the rubric of sustainability. A consideration of the larger social and environmental system in which agriculture operates and the constraints this system places on agriculture forces us to recognize that sustainability has to do with larger institutional issues, including our ability to incorporate our common morality democratically into our institutions, practices, and technologies. (shrink)

Fallait-il inventer l'agriculture? Que se passe-t-il quand une région d'Afrique est totalement administrée par des médecins coloniaux? Qui a inventé la pisciculture? Et les SMS? Comment les animaux identifient-ils les plantes qui les soignent? Que savent les agriculteurs sur les semences? La guerre de 1914-1918 a-t-elle été une guerre des sciences? En partant de situations exemplaires mais peu connues, les cinquante-deux auteurs, tous spécialistes de leur domaine, qui ont participé à ce livre foisonnant, montrent comment se réapproprier les sciences (...) et les techniques. À travers ces petites histoires toujours surprenantes et très accessibles, les auteurs révèlent en effet que la production des institutions scientifiques et techniques fonctionne bien autrement que l'image qu'elles veulent donner d'elles-mêmes, celles de savoirs inaccessibles au commun des mortels. On découvrira, au contraire, que les productions et les savoirs scientifiques transforment en permanence la société et l'environnement via les brevets, la consommation et les usages. C'est bien la raison pour laquelle les sciences nous concernent. En bref, un livre aussi instructif que démystificateur, pour en finir avec le rapport "magique" à la science dans lequel scientifiques et ingénieurs tendent à enfermer les citoyens que leurs productions concernent pourtant au premier chef. Remettre la science en démocratie, en somme : c'est précisément l'objectif que s'est donné l'association d'éducation populaire Les Petits Débrouillards, promoteur et porteur de cet ouvrage. (shrink)

This paper explores and discusses the various meanings of the stewardship concept in the field of sustainability science. We highlight the increasing differences between alternative approaches to stewardship and propose a typology to enable scientists and practitioners to more precisely identify the basis and objectives of the concept of stewardship. We first present the two dimensions we used to map the diversity of stances concerning stewardship. Second, we analyse these positions in relation to the limits of the systemic approach, ideological (...) manipulation, responsibility, and solidarity. In the final section we explain how the concept of ecological solidarity, a core principal in recent French law on biodiversity conservation and national park governance can contribute to the underpinning of a specific form of social-ecological stewardship. (shrink)

AbstractIn order to foster a transition of the food system toward more sustainable outcomes, scholars have increasingly pointed at the need for organizing strengthened food democracy. By increasing the participation of citizens and food system actors, democratic innovations, such as food policy councils, are believed to promote the quality and legitimacy of food policymaking. However, the question of whether and how food democracy initiatives do indeed contribute to more democratic modes of governance largely remains unexplored. This study addresses this gap (...) by performing a systematic literature review of the existing scholarship on food democracy, assessing democratic innovations for their contributions to four democratic goods: inclusiveness, popular control, considered judgment and transparency. The analysis shows that food democracy initiatives tend to be dominated by organized interests, have more influence on agenda-setting and implementation compared to decision-making, and generally aim for some form of deliberation or knowledge exchange. The precise selection mechanisms, processes and quality of deliberation, and transparency of democratic innovations remain important research gaps. The paper ends with a plea to better connect food democracy scholarship with the broader political sciences, as well as various suggestions for future research. (shrink)

This paper explores the analytical relevance of Foucault's notion of biopower in the context of regulating and managing non-human lives and populations, specifically those animals that are the focus of livestock breeding based on genetic techniques. The concept of biopower is seen as offering theoretical possibilities precisely because it is concerned with the regulation of life and of populations. The paper approaches the task of testing the 'analytic mettle' of biopower through an analysis of four policy documents concerned with farm (...) animal genetics: the UK's National Scrapie Plan (2003); the UK National Action Plan on Farm Animal Genetic Resources (2006); the Agriculture and Environment Biotechnology Committee's report on Animals and Biotechnology (2002); and the Farm Animal Welfare Council's report on the Welfare Implications of Animal Breeding and Breeding Technologies in Commercial Agriculture (2004). Of interest is whether and how the four policy case studies articulate a form of biopower in relation to human-livestock animal relations in the context of genetic approaches to livestock breeding, and how biopower is variably expressed in relation to the different policy issues addressed. In concluding, the paper considers the overall applicability and relevance of biopower in the context of regulating animal lives within livestock breeding, highlighting both possibilities and limitations, and offers suggestions for taking forward research on livestock populations from a neo-Foucaultian perspective. (shrink)

Chris Stewart’s account of his experiences after purchasing a farm in Andalusia, in an isolated farmhouse in the mountains adjacent to Granada, are far from the traditionally bucolic depictions of a pastoral landscape, in which the drawbacks of agricultural life become unquestionably compensated by the bliss of life in nature. Even though, as the title indicates, he seems to be a born romantic and optimist, undefeated by the inconveniences of a life without the everyday commodities of a First-World country in (...) the twenty-first century, his memoir narrative is soon balanced by his own testimony, which provides a realistic counterbalance to Stewart’s initial idealistic portrayal of life in rustic Alpujarras. Nonetheless, as this article intends to demonstrate, it is precisely this necessary demystification of the rural setting prevailing in certain areas in Andalusia that becomes crucial for the establishment of an essential complicity with the audience, thereby trained to appreciate—and even become enthralled by—the reality of the rural surroundings which the contemporary reader can no longer envision as merely a place of “vales and hills” softly covered by “a host of golden daffodils”. El relato que lleva a cabo Chris Stewart acerca de sus experiencias tras adquirir una finca en Andalucía, en un lugar apartado de la sierra lindante con Granada, se aleja de las descripciones bucólicas de paisajes pastorales en los que las desventajas de la vida agrícola quedaban incuestionablemente compensadas por el gozo de la vida en mitad de la naturaleza. Incluso pese a que, tal y como el título de su novela indica, Chris Stewart parece ser un romántico y un optimista de nacimiento, que no se deja vencer por los inconvenientes de una vida sin las comodidades cotidianas de un país del primer mundo en el siglo xxi, su memoria-narrativa se ve inmediatamente equilibrada por su propio testimonio, que proporciona un contrapunto realista al idealizado retrato inicial de la vida en las rústicas Alpujarras. No obstante, como el presente artículo pretende demostrar, es precisamente esta necesaria desmitificación del entorno rural de ciertas zonas de Andalucía lo que resulta crucial para poder establecer una esencial complicidad con el lector, que llega, de este modo, a valorar, e incluso, a sentirse fascinado, por la realidad del contexto agrario, el cual deja ya de percibir meramente como un lugar de «valles y colinas» delicadamente cubierto por «una cohorte de dorados narcisos». (shrink)

The meteoric rise of CRISPR/Cas9 gene editing technology has ignited discussions of engineering agricultural animals to improve their welfare. While some have proposed enhancing animals, for instance by engineering for disease resistance, others have suggested we might diminish animals to improve their welfare. By reducing or eliminating species-typical capacities, the expression of which is frustrated under current conditions, animal diminishment could reduce or eliminate the suffering that currently accompanies industrial animal agriculture. Although diminishment could reduce animal suffering, there is (...) a widespread intuition that it would be wrong. One attempt to justify this intuition has been to claim that inhibiting the development of species-typical functions is wrong, even if it improves welfare. This has often been couched in terms of violating an animal’s dignity. I argue that the dignity objection to diminishment fails. In the first place, it fails to apply to some of the most troubling cases of diminishment, the creation of so-called animal microencepahlic lumps. In the second place, dignity views misplace the normative relevance of species norms; I argue that considerations from evolutionary biology should lead us to treat species norms - such as the possession of typical capacities - as merely a heuristic for rendering judgments about welfare. But diminishment cases are precisely the cases where the heuristic breaks down, and becomes a bias. I close my discussion with a sketch of my Historical Injustices Approach to animal ethics, and how it may help us vindicate our intuition that diminishment is wrong without appeal to species norms. (shrink)

This focus issue considers the normative implications of the recent emergence in genome editing technology known as CRISPR (clustered regularly interspaced short palindromic repeats) or CRISPR‐associated protein 9. Originally discovered in the adaptive immune systems of bacteria and archaea, CRISPR enables researchers to make efficient and site‐specific modifications to the genomes of cells and organisms. More accessible, precise, and economic than previous gene editing technologies, CRISPR holds the promise of not only transforming the fields of genetics, agriculture, and human (...) medicine, but also heralding a new era of democratized biotechnology. However, the speed with which developments in the field have progressed threatens to overwhelm our normative sensibilities about the long‐term practical and ethical implications. The contributors to this focus issue attempt to think through some of the more salient moral and practical consequences of CRISPR in the context of religious ethics, particularly as they relate to themes of autonomy, human flourishing, social justice, and the ethics of enhancement. (shrink)

The academic community in the West tends to be suspicious of Russian philosophy, often relegating it to another category, such as “ideology” or “social thought.” But what is philosophy? There is no simple universal definition, and many thinkers consider it impossible to formulate one. The most credible attempt is nominalistic: philosophy is the practice in which Plato and Aristotle were involved. As Alfred North Whitehead wrote, “The safest general characterization of the European philosophical tradition is that it consists of a (...) series of footnotes to Plato.”If so, then Russian thought needs to be understood as an important part of the Western philosophical heritage, given that it offers perhaps the most elaborate set of footnotes to Plato's most mature and comprehensive dialogues: the Republic and the Laws. The status of ideas in Russian philosophy mirrors Plato's vision of them as ontological and political entities, “laws,” or ideal principles—as distinct from mere epistemic units or tools of cognition. The Platonic tendency to integrate and implement religious, philosophical, and political teachings culminated in twentieth-century Russia. In the Soviet state, perhaps more than anywhere else in history, philosophy became a supreme legal and political institution, acquiring the power of a suprapersonal, universal reason. Hence thought itself, in the moment of its triumph, became a prisoner in the social structures that Soviet ideocracy erected on a philosophical foundation. In discussing Russian philosophy, we inevitably consider the practical application of Platonic conceptions by the Soviet ideocracy to a state in which philosophy was called upon to rule.According to Sergei Averintsev, the emphasis on Platonism in the Russian intellectual tradition is nothing to be proud of; it should rather be lamented and repented. Despite the obvious Platonic preferences of Russian thinkers (from Ivan Kireyevsky to Aleksei Losev), Averintsev asks whether even now we might be able to reorient the tradition toward Aristotle instead—toward a more secular, tolerant, and analytic philosophy of human nature. “If Plato is the first utopian,” Averintsev writes, “Aristotle is the first thinker to look the spirit of utopia right in the eye and overcome it.... Aristotle's technique of thought is more neutral toward religion than is Plato's ecstasy.” Characteristically, the name index to the Palgrave Handbook of Russian Thought contains almost twice as many mentions of Plato as of Aristotle.Each national tradition has its own “strange attractor,” as they say now in complexity theory. English empiricism, French rationalism, German Idealism, American pragmatism... However stereotypical these generalizations are, they help to clarify the nations’ distinctive contributions to philosophy. Where does Russia stand in this row? I think that Caryl Emerson is correct to pinpoint, among the most distinctive features of the Russian intellectual tradition, the striving for “wholeness” (tselostnost’). Many Russian thinkers seem to evade definitive and particular “isms,” preferring to find ways of complementing (and thus diluting) those that are on offer. Faced with the claims for rationalism, for example, the Russian response tends to be that true rationality is or should be coupled with fullness of feeling. The characteristic Russian “ism” is at best “holism,” at worst “totalitarianism,” and is usually directed against Western thought. Kireyevsky declares: There [in the West] is a bifurcation [razdvoenie] of the spirit, a bifurcation of thoughts, a bifurcation of the sciences, a bifurcation of the state, a bifurcation of estates, a bifurcation of society, a bifurcation of family rights and duties, a bifurcation of morality and the heart.... In Russia, on the contrary, there is a predominant tendency toward the wholeness of the inner and the outer, of public and moral being.Vladimir Solovyov held that the goal of all knowledge was to comprehend “total unity” and to overcome all kinds of unilateralism, which he referred to as “abstract elements” (otvlechennye nachala). These one-sided elements included Realism, rationalism, empiricism, and positivism, all of which had been advanced by Western philosophical movements.Reading the Handbook, I was struck by how steadily, from one thinker to another, the concept of “unity” is reiterated in various synonyms and contexts: “all-unity,” “wholeness,” “totality,” “integrity,” “edinstvo,” “tsel'nost,’” “tselostnost,” “sobornost,” and so forth. Russian thinkers endeavor not to create something original and special but to unify everything that has already been done and known. Consider opponents, like the Slavophiles and Westernizers; take Petr Chaadaev and Vissarion Belinsky, Kireyevsky and Alexander Herzen, Dostoevsky and Solovyov—all are united by this “super-idea,” proclaiming its embodiment to be the all-embracing vocation of the Russian people. At the same time, they sharply reject all “private principles” and “trashy certainty” (Belinsky's driannaia opredelennost’)—anything that restricts and divides individuals or nations. All these forms of privacy and particularity must be overcome on the way to a universal whole that is even greater in scale than Western Catholicism. According to this logic of totality, we would be better off left with nothing than to be content with the particular and the limited. The first original Russian thinker, Chaadaev (1794–1856), makes the salto mortale of declaring Russia a country that has given nothing to the world, then proclaiming that Russia's destiny is to rise above the rest of the world and resolve all its contradictions. From nothing to everything: such are the philosophical foundations for the totalitarian aspiration of Russian thought, which eventually expressed itself in the revolutionary movements and communist experiments of the twentieth century.As is well known, Russian literature is considered in the West a far more powerful and original expression of philosophical ideas than Russian philosophy as such. Characteristically, then, almost half of the Handbook, its entire second part, is devoted to the dialogue of Russian philosophy with literature and art. As M. N. Forster remarks in the Handbook's concluding essay: “It is natural to wonder why this striking asymmetry between relatively modest achievements in pure philosophy and spectacularly high achievements in literature came about.” To the literary focus of Russian philosophy, we can add a political focus. At least a third of part one of the Handbook is devoted to Russian political and revolutionary philosophy, to Lenin and other Marxists, to Ivan Ilyin, and so on. In this context, both literature and politics assumed philosophical dimensions, often overshadowing philosophy itself.Bertrand Russell lamented that the system of philosophical categories in the West featured mostly nouns (being, consciousness, idea, matter, substance, and so forth), omitting adjectives, verbs, prefixes, and other parts of speech. This criticism should be applied to the category philosophy itself. Why the noun philosophy rather than the adjective philosophical, which can be applied to many areas of activity and creativity, including literature and politics?In Russian intellectual history, the philosophical, rather than philosophy, is the predominant category. The state, ideology, economics, politics and geopolitics, literature, art, warfare, space exploration—all these spheres in Russia and the USSR have been and remain abundantly philosophical, subordinated to certain philosophical tasks, though philosophy as such has never been as developed and sophisticated as in the West. As a discipline, Western philosophy “outsourced” itself to Russian disciples, leaving it to Dostoevsky and Tolstoy, Lenin and Trotsky, to test in literary and political practices a host of Western philosophical ideas, from those of Plato, Rousseau, and Hegel to those of Feuerbach, Marx, and Nietzsche.Likewise, the verb to philosophize is used in ways unusual and awkward in the West. “It is characteristic of the Russian people to philosophize [filosofstvovat'],” as Nikolai Berdyaev observed: “An illiterate Russian peasant likes to pose questions of a philosophical nature—about the meaning of life, about God, about eternal life, about evil and untruth, about how to realize the Kingdom of God.” The philosophical and philosophizing, as attributes and actions of the state and society, overpowered philosophy as a noun—as an academic discipline, if you will. Russian philosophy has had a very modest impact on the West, but the impact of the philosophical has been immense. Nineteenth-century Russian literature influenced Western culture with its philosophical interrogations and existential dilemmas, just as, in the twentieth century, the USSR influenced the West with the philosophical ideas (Marxism, materialism, dialectics, collectivism, socialism, communism) that determined Soviet ideology, politics, and economics.In the USSR of the 1920 and 1930s, for instance, philosophy as an independent academic subject was in a subdued position, as a servant of party ideology. But, meanwhile, the sphere of the philosophical spread to such distant domains as theater (Stanislavsky), physiology (Pavlov), and agriculture (Michurin), with all such activities glorified and sponsored by the state as “philosophically correct”—as faithful to “materialism” and “Realism.” Paradoxically, in the quintessentially philosophical state that was the USSR, the state of philosophy, with the repression of all independent thought and thinkers, was miserable. The fateful and often disastrous originality of Russian philosophy consisted precisely in its dissemination to other areas, in an act of kenosis or self-transcendence that can be viewed both as an aggressive philosophical appropriation of politics, economics, ideology, and literature—and as philosophy's sacrificial devotion to the world beyond its professional boundaries.So there are three features that make Russian thought relevant and dangerous: its Platonic utopian aspiration; its spirit of totality; and its tendency to transcend the boundaries of academic philosophy and to philosophize society, politics, and life in general. Russian philosophy has not been as good at explaining the world as at changing it, sometimes ethically and poetically, sometimes violently and aggressively. Teachers and students of Russian culture should be deeply motivated to draw more attention to the philosophical in Russia and to raise its status in the Western academy. In my view, we would do better service to Russian philosophy if we are frank enough to qualify it as dangerous, sometimes very toxic and addictive, fraught with totalistic tendencies. This philosophy is the voice of the “underground,” both in the Dostoevskian and Leninist senses.At the same time, however, the antidotes concocted in the Russian metaphysical laboratory are of enormous value: the Russian versions of personalism, existentialism, secular and religious liberalism, neorationalism, culturology, conceptualism, and postmodernism. These movements, which counteract totalization, need to be studied precisely because they were cooked up and tested under the same extreme conditions in which the most dangerous intellectual poisons have been produced. (shrink)

RésuméNous étudions dans quelle mesure la Voie lactée a été utilisée comme outil d'orientation au début de la période islamique couvrant du 8e au 15e siècle, avec un accent sur la première moitié de cette période. Nous comparons les textes de trois auteurs au cours de trois périodes différentes et donnons des commentaires détaillés sur leur contenu astronomique et traditionnel. Le texte d'al-Marzūqī résume les informations sur la Voie lactée proposées par l'astronome et géographe ʾAbū Ḥanīfa al-Dīnawarī. Le texte indique (...) clairement que dans certaines régions, la Voie lactée pourrait être utilisée comme guide géographique pour déterminer la direction approximative vers une région terrestre ou la direction de la prière. Au 15e siècle, le célèbre navigateur Aḥmad b. Māǧid décrit la Voie lactée dans ses instructions nautiques. Il démontre fréquemment que la Voie lactée sert de guide pour trouver des constellations et des étoiles utiles pour une navigation précise sur terre et sur mer. D'autre part, dans sa description de la Voie lactée, Ibn Qutayba cite un vers du poète Ḏū al-Rumma également mentionné par al-Marzūqī. La Voie lactée y est utilisée pour indiquer les heures chaudes de l’été durant lesquelles voyager dans le désert était particulièrement difficile. Par conséquent, la Voie lactée était utile pour l'orientation dans l'espace et le temps et a été utilisée pour l'agriculture et à des fins de navigation. (shrink)

The conditions of hunting and gathering through which one line of primates evolved into humans form the basis of what I term the wild self, a self marked by developmental needs of prolonged human neoteny and by deep attunement to the profusion of communicative signs of instinctive intelligence in which relatively “unmatured” hominids found themselves immersed. The passionate attunement to, and inquiry into, earth-drama, in tracking, hunting, foraging, rhythming, singing, and other arts/sciences, provided the trail to becoming human, and provide (...) external grammatical structures that became the basis of human language and animate mind. I outline my new philosophy of history as a progress in precision, counteracted by a regressive contraction of mind. The progress associated with history since the beginning of agriculturally-based civilizations can be considered as a regressive contraction from animate mind of our hunter-gatherer evolutionary past, to anthropocentric mind, and finally to the ghost in the machine world-view of mechanico-centric mind. Contemporary consumption culture represents an inversion of the original conditions of the human self, and indeed, targets aspects of developmental neoteny to condition conformity to its rational-mechanical system imperatives. (shrink)

Floods are one of the most common natural disasters in the world that affect all aspects of life, including human beings, agriculture, industry, and education. Research for developing models of flood predictions has been ongoing for the past few years. These models are proposed and built-in proportion for risk reduction, policy proposition, loss of human lives, and property damages associated with floods. However, flood status prediction is a complex process and demands extensive analyses on the factors leading to the (...) occurrence of flooding. Consequently, this research proposes an Internet of Things-based flood status prediction (IoT-FSP) model that is used to facilitate the prediction of the rivers flood situation. The IoT-FSP model applies the Internet of Things architecture to facilitate the flood data acquisition process and three machine learning (ML) algorithms, which are Decision Tree (DT), Decision Jungle, and Random Forest, for the flood prediction process. The IoT-FSP model is implemented in MATLAB and Simulink as development platforms. The results show that the IoT-FSP model successfully performs the data acquisition and prediction tasks and achieves an average accuracy of 85.72% for the three-fold cross-validation results. The research finding shows that the DT scores the highest accuracy of 93.22%, precision of 92.85, and recall of 92.81 among the three ML algorithms. The ability of the ML algorithm to handle multivariate outputs of 13 different flood textual statuses provides the means of manifesting explainable artificial intelligence and enables the IoT-FSP model to act as an early warning and flood monitoring system. (shrink)

Calls for public engagement on emerging agricultural technologies, including genetic engineering of farm animals, have resulted in the development of information that people can interact and engage with online, including “Frequently Asked Questions” (FAQs) developed by organizations seeking to inform or influence the debate. We conducted a frame analysis of FAQs webpages about genetic engineering of farm animals developed by different organizations to describe how questions and answers are presented. We categorized FAQs as having a regulatory frame (emphasizing or challenging (...) the adequacy of regulations), an efficiency frame (emphasizing precision and benefits), a risks and uncertainty frame (emphasizing unknown outcomes), an animal welfare frame (emphasizing benefits for animals) or an animal dignity frame (considering the inherent value of animals). Animals were often featured as the object of regulations in FAQs, and questions about animals were linked to animal welfare regulations. The public were represented using a variety of terms (public, consumer) and pronouns (I, we). Some FAQs described differences between technology terms (gene editing, genetic modification) and categorized technologies as either well-established or novel. This framing of the technology may not respond to actual public concerns on the topic. Organizations seeking to use FAQs as a public engagement tool might consider including multiple viewpoints and actual questions people have about genetic engineering. (shrink)

History can be understood as involving a problematic interplay between the long-term legacy of human evolution, still tempered into the human body today, and the shorter-term heritage of civilization from its beginnings to the present. Each of us lives in a tension between our indigenous bodies and our civilized selves, between the philosophy of the earth and that which I characterize as “the philosophy of escape from the earth.” The standard story of civilization is one of linear upward progress, a (...) story that I contest with an alternative philosophy of history, picturing history instead as a set of concentric circles. I have devised a new philosophy of history with a three-part approach to understanding human development, taking civilization not as a linear advance of progress, but rather as a progress in precision, paradoxically counteracted by a regression in mind: history as a contraction of mind. I describe three stages in the contraction of mind: 1) animate mind as the evolved outlook of foraging life; 2) anthropocentric mind as representing the contracting transformation of consciousness produced by agriculturally-based civilization; 3) mechanico-centric mind as representing a further contraction from human-centered to a machine-centered consciousness, produced by the rise of modern civilization and the mechanical scientific worldview. Hence, this progressive contraction is marked by a turn from original practical and reverential attunement to the living earth in hunting and gathering societies, or animate mind, to a narrower focus of anthropocentric mind beginning with the development of early civilizations, where the human element became central and the wild devalued. And it moves to an even more narrow focus of mechanico-centric mind, expanding out of late medieval Europe and the development of modern science, where the machine became model of the ultimate, the objectivist filter through which the world is to be understood and made to fit. Far from controlling nature, humans have been consuming it in an unsustainable Malthusian-like trajectory whose limits are being reached in our time. (shrink)

In the words of Charles Peirce from 1901, “man is but a degenerate monkey, with a paranoic talent for self-satisfaction, no matter what scrapes he may get himself into, calling them ‘civilization…’” Peirce’s concept of degenerate monkey draws attention both to our neotenous or prolonged newborn-like nature as “degenerate” in the mathematical sense of a genetic falling away from more mature genomes of other primates, and also to our monkeying around with the long evolutionary narrative of foraging, through the advent (...) of agriculture, settlement, and civilization. -/- Homo sapiens, man the knower, is the way we humans like to distinguish ourselves from the rest of nature. But if we consider ourselves as degenerate monkeys, perhaps homo errans, man the blunderer, would have been a better term, calling attention to our softened instinctive intelligence, in contrast to the “unerring instincts of other races,” as Peirce put it. -/- I take Peirce’s term “degenerate monkey” as not limited to moderns, but applicable to homo sapiens sapiens, anatomically modern humans, generally. Considering humans as degenerate monkeys is a key to understanding human development, in my view, precisely because we need to attune ourselves to the instinctive intelligence of the environment, drawing its intelligence into our dematured, blundering selves through abductive inference, and therein finding our maturity. Without that attunement to the Others, monkey goes mad, monkeying in its mirror of itself, fatally fixated, like Narcissus, and with similar results: planet of the degenerate monkeys, monkeying to mayhem. -/- As Cornelius, the ape archaeologist and historian in The Planet of the Apes stated it, reading from the sacred scrolls: “Beware the beast Man, for he is the Devil's pawn. Alone among God's primates, he kills for sport or lust or greed. Yea, he will murder his brother to possess his brother's land. Let him not breed in great numbers, for he will make a desert of his home and yours. Shun him; drive him back into his jungle lair, for he is the harbinger of death.” Or as Ralph Waldo Emerson put it: “The end of the human race will be that it will eventually die of civilization.” . (shrink)

Urbach (1985) has concluded that the use of randomization in the design of clinical and agricultural trials is both inappropriate and ineffective. It is argued here that it is appropriate, as it eliminates the dependence of inference on the unknown precise physical model that underlies a set of observations, and effective, in that it is relatively simple to apply in practice compared with any competing method. Furthermore, it has been proven in practice.

In lieu of an abstract, here is a brief excerpt of the content:Technology and Our Relationship with GodAnselm Ramelow O.P.God's Original Plan and the FallTechnology may appear to be a very secular thing, but to assume that technology can be understood without God would be a mistake. Technology is deeply involved in our relationship with God. This involvement is, moreover, profoundly ambivalent.1To begin with the positive side of this ambivalence: the growing awareness of the dangers of technology should not lead (...) Christians to think that technology is necessarily a bad thing. It is, in fact, not even merely a "necessary evil." Rather, we can find in the use of technology an unfolding of our God-given rational nature. If we believe that God "made us in his image and likeness," then this quite directly implies two things: (1) God is a maker (he made us), and (2) since he made us in his image and likeness, we are makers as well. The making of technology thus reflects our dignity as made in the image and likeness of God.2 Accordingly, the Church has been more positive towards the development of technology than one might expect, and some of our technologies (e.g., agricultural, architectural, and time-keeping technologies) have their roots in medieval monasteries.3 [End Page 159]We should therefore expect that Adam and Eve, had they not fallen, nevertheless would have become makers of technology in some form or other. They would have exhibited inventiveness and tool use, though perhaps not a tool use focused on warding off evil (which did not exist in Eden), but concerned with promoting positive forms life, such as tools of art and communication. Art and communication technologies are, like all tools, means to an end; but these in particular contain their ends in themselves. In Aristotelian terms, their making (poiesis) concerns a praxis (such as "making conversation"). That is why we sometimes forget to list such technologies among our typical examples of technologies. We forget, for example, that, among the technologies of communication, language as a physical tool (sounds or written marks) is an obvious example. And it is a prelapsarian feature: the book of Genesis has Adam naming things before the Fall. In doing so, Adam echoes God's own creative "technique" of speaking or calling things into being.4 Even in its oral form, language is a matter of human making and a technology of communication. In paradise, communication would not have been merely instrumental, not merely a means, but an intrinsic good, embodying knowledge and intersubjective communion.Other forms of prelapsarian technology, however, are a matter of speculation. And whether or not one agrees with Jacques Ellul's thesis that there was no such prelapsarian technology,5 the ambivalence of technology is clear from the very beginning as well. This is at least what we see in the book of Genesis. For, as a matter of biblical record, it was Cain and his descendants who founded cities and developed technology (e.g., Tubal-Cain as the "forger of all instruments of bronze and iron" in Gen 4:22). And the history [End Page 160] of these urban civilizations does not display the best part of human behavior. But if, as we have said, technology is not necessarily a bad thing, then this must be a corruption of technology. What might this corruption consist in?I want to suggest that it consists precisely in the corruption of our relationship with God, from which technology can never abstract and in which it is, for better or for worse, embedded. Unsurprisingly, therefore, as technology progresses, this relationship becomes more and more explicit, and it does so in a paradoxical way: initially, it is an attempt to put humanity in charge and control, to replace our need for reliance on God by allowing us to play God ourselves. But in our current situation, particularly with the emergence of artificial intelligence (AI) and machine learning, the roles appear reversed: rather than putting humanity in charge, technology in turn is increasingly in control—to the point of becoming itself a god or idol that rules human life. As a result, we only end up having replaced one God with another... (shrink)

Muitos termos possuem um sentido técnico sem que ele seja evidente para todos, por exemplo, a "governança ambiental", termo que remete no contexto atual a uma participação cidadã nesse tipo de questão, por exemplo, da saúde de um ecossistema específico, tal como uma floresta ou um vale agrícola, a partir de preocupações partilhadas e não a partir de uma problemática de controle organizacional. Após ter tornado preciso o que é a expertise e quais são os principais problemas postos pelo recurso (...) à expertise nos contextos da ação cidadã, proponho que as expertises técnicas podem ser postas no mesmo patamar que outros tipos de expertise, referindo principalmente aos saberes comuns, à prática e à experiência concreta, dita "de campo", o que corresponde a uma ampliação. Sugere-se, então, o modelo de fórum híbrido como quadro teórico possível dessa reformulação da concepção de expertise. Many terms have a technical meaning although it is not evident for everyone, for example, the "environmental governance", term that refers in the present context to citizen participation on this type of question, for example, of the health of a specific ecosystem, such as a forest or an agricultural field, from shared preoccupations and not from a problematic of organizational control. After having made precise what is the expertise and what are the main problems posed by the recourse to the expertise in the contexts of citizen action, I propose that technical expertise can be tantamount to other types of expertise, referring mainly to profane knowledge, to the practice and concrete experience called "of field", which corresponds to an enlargement. Then it is suggested the model of an hybrid forum as a possible theoretical frame of this reformulation of the conception of expertise. (shrink)

“Give to everyone who begs from you,” Jesus advised his followers. Most of us do not and rush on by, concerned for our safety, for what the beggar will buy with our gift of alms, for who will benefit from our gift. Fewer stop and give something: if not cash, then a snack or beverage, and their precious time. A century since Marcel Mauss published his famous essay, we all feel quite well informed about “the gift.” In this richly detailed (...) study, Caner's achievement is to show how different gift-giving was in the late antique Roman Empire, “the first truly affluent, complex Christian society.” Philanthropy was no longer the ancient “love of humanity,” the imperative to be generous to people, when you thought, or even knew, that they did not deserve it. Yet philanthropy was moreover not, or not only, a series of precisely calibrated acts of reciprocal giving.Caner's focus is on the religious gift. He identifies five distinct categories of religious gift-giving, which others have too easily conflated. The newest of these was the blessing (eulogia), which emerged only in the sixth century, in the thousands of sermons, saintly lives, and letters that Caner consulted. It has been identified similarly in other ascetic cultures, for example in Hinduism and Jainism, as the pure or free gift whose existence Mauss denied. The blessing is a gift of divine benevolence, grace delivered through a human mediator. It is not synonymous with the gift of alms (eleēmosynē), a very human act of mercy from one individual to another. These are in turn distinct from charity (agapē), “self-sacrificial gifts derived from essential resources”; two forms of offering—liturgical offerings (prosphorai), such as the communion bread, on the one hand, and fruit-bearing offerings (karpophoriai), along with agricultural and other gifts to support religious professionals. “Each category,” which has an equivalent in contemporary Syriac and Coptic writings, “was associated with a distinct set of goals, responsibilities, relationships, and material resources.”The late antique city was as busy with organized gangs of professional beggars as any modern downtown, but early Christians could not simply turn away. They were hectored into caring by golden-mouthed preachers like John, bishop of New Rome. Chrysostom insisted that almsgiving should be direct and personal, a source of discomfort for those who offered comfort. The rich might also, as ever, engage in ostentatious acts of giving, the exchange of worldly goods to redeem them from their sins, including the pride associated with ostentatious giving. Transactional gift-giving could end up with everyone insulted: generosity could be refused, donors repudiated, gifts returned. That much seems familiar at a time when museums and universities have felt compelled to remove the names of disgraced donors from their buildings and galleries. Caner's rich analysis, because it is so firmly rooted in early Byzantium, offers reasons, and some new tools, to think again and hard about the complexities of philanthropy. (shrink)

Nanotechnology not only offers the promise of new enhancements to existing materials but also allows for the development of new materials and devices. The potential applications of nanotechnology range from medicine to agriculture to health and environmental science and beyond. Nanotechnology is growing at such a rate that Lux Research in 2007 estimated that nanotechnology will be incorporated into 15% of global manufactured goods by 2014. The U.S. National Nanotechnology Initiative defines nanotechnology as the following: “ Research and technology (...) development involving structures with at least one dimension in the range of 1-100 nanometers, frequently with atomic/molecular precision; Creating and using structures, devices, and systems that have unique properties and functions because of their nanoscale dimensions; The ability to control or manipulate on the atomic scale.” Nanomedicine and its subcategories of nanotherapeutics and in vivo nanodiagnostics incorporate nanoscale materials with unique properties that can enable new or improved treatments and diagnostics for many diseases and disorders. (shrink)