Deep Learning-Based Water Crystal Classification

Much of the earth’s surface is covered by water. As was pointed out in the 2020 edition of the World Water Development Report, climate change challenges the sustainability of global water resources, so it is important to monitor the quality of water to preserve sustainable water resources. Quality of water can be related to the structure of water crystal, the solid-state of water, so methods to understand water crystals can help to improve water quality. As a first step, a water crystal exploratory analysis has been initiated with the cooperation with the Emoto Peace Project (EPP). The 5K EPP dataset has been created as the first world-wide small dataset of water crystals. Our research focused on reducing the inherent limitations when fitting machine learning models to the 5K EPP dataset. One major result is the classification of water crystals and how to split our small dataset into several related groups. Using the 5K EPP dataset of human observations and past research on snow crystal classification, we created a simple set of visual labels to identify water crystal shapes, in 13 categories. A deep learning-based method has been used to automatically do the classification task with a subset of the label dataset. The classification achieved high accuracy when using a fine-tuning technique.

How to govern the city? Polish debates about urban policy during the First World War

The subject of the article are Polish debates on urban policy during the First World War. This four-year period of time was, on the one hand, a huge economic and humanitarian crisis in the cities of the Kingdom of Poland. On the other hand, society achieved the possibility of self-organization through the organization of civic committees, but later also by taking part in municipal elections to councils established in the areas occupied by Central Powers and political campaigns in Warsaw or Łódź – two biggest and the most important cities in the Kingdom of Poland. Author analyzes the most representative aspects of an urban discourse from that period (including press and specialist literature published in Warsaw and Łódź), with particular emphasis on the issue of the dispute about the optimal shape of urban policy, scope of the self-government and the proper direction of urban development on the eve of Poland’s regaining independence and other Central and Eastern European countries. although the issue of municipal self-government appeared in almost every newspaper at that time, the new framework for city politics in Poland emerged in discussions between specialists and authors with the biggest knowledge and longtime experience in writing about this subject.

SARS-CoV-2 Omicron: evasion of potent humoral responses and resistance to clinical immunotherapeutics relative to viral variants of concern

Genetically distinct viral variants of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) have been recorded since January 2020. Over this time global vaccine programs have been introduced, contributing to lowered COVID-19 hospitalisation and mortality rates, particularly in the first world. In late 2021, the Omicron (B.1.1.529) virus variant emerged, with significant genetic differences and clinical effects from other variants of concern (VOC). This variant a demonstrated higher number of polymorphisms in the gene encoding the Spike (S) protein, and there has been displacement of the dominant Delta variant. We assessed the impact of Omicron infection on the ability of: serum from vaccinated and/or previously infected individuals; concentrated human IgG from plasma donors, and licensed monoclonal antibody therapies to neutralise the virus in vitro. There was a 17 to 27-fold reduction in neutralisation titres across all donors who had a detectable neutralising antibody titre to the Omicron variant. Concentrated pooled human IgG from convalescent and vaccinated donors had greater breadth of neutralisation, although the potency was still reduced 16-fold. Of all therapeutic antibodies tested, significant neutralisation of the Omicron variant was only observed for Sotrovimab, with other monoclonal antibodies unable to neutralise Omicron in vitro. These results have implications for ongoing therapy of individuals infected with the Omicron variant.

States of Emergency

More than one hundred years after the conclusion of the First World War, the edited collection States of Emergency. Architecture, Urbanism, and the First World War reassesses what that cataclysmic global conflict meant for architecture and urbanism from a human, social, economic, and cultural perspective. Chapters probe how underdevelopment and economic collapse manifested spatially, how military technologies were repurposed by civilians, and how cultures of education, care, and memory emerged from battle. The collection places an emphasis on the various states of emergency as experienced by combatants and civilians across five continents—from refugee camps to military installations, villages to capital cities—thus uncovering the role architecture played in mitigating and exacerbating the everyday tragedy of war.

The Fallen Soldier as Fascist Exemplar: Military Cemeteries and Dead Heroes in Mussolini’s Italy

This article aims to dissect the nature of exemplarity in Italian Fascism. The social and political structures that emerged in Fascist Italy were highly reliant on a sense of morality, largely because of the degree of violence inherent in those structures. Under Fascism, morality was founded on concrete examples rather than on abstract principles. Exemplars were idealized sources of moral strength, and figures with the capacity to inspire or persuade. In particular, the fallen soldier and those who died for the nation constituted a major category of Fascist exemplars. Thus, soldiers who fell in the First World War were awarded exemplary status in order to encourage behaviors favorable to the regime. With the goal to demonstrate the importance awarded to exemplars, this paper focuses on a group of ossuaries, or bone depositaries, that were built under Mussolini’s dictatorship, and within which the regime reburied the remains of soldiers who fell in the First World War. The main purpose of the ossuaries was to present the dead as role models that might boost support for a program of nationalism, militarism, and imperialism. Thus, while their creation drew on factors such as Romantic literature and Italy’s religious and political traditions, the ossuaries represent an ideal case study of how Fascist morality was aided by and expressed through the use of exemplars.

The appropriateness of health education

The subject of the present dissertation is to emphasize the importance of promoting and using the Health Education Theory and strategies, as an advance that manages to overcome the models that are used within patient care, through traditional methods, which focus on diseases, their prevention and treatments if they are present, giving priority to research to care for diseases, thus only fighting against morbid processes, which have already manifested themselves, from the level prevention or care. The Health Education is a strategy established in Ottawa, Canada in 1986, at the First World Conference on Health Promotion, where it is defined as: the process that provides individuals and communities with the means necessary to exercise greater control over their own health and thus be able to improve it, with its motto "Health for all in the year 2000", which has remained a utopian ideal at this time, still implies a challenge for the new Century and the changes in the comprehensive health approach.

Death and Resurrection on the If Island

The castle of If is one of the most popular tourist attractions in Marseille. This 16th-century fortress was a prison from 1540 until the First World War. Tourists from all over the world are drawn by the presence of a prisoner who has never been there because he never existed: Edmond Dantès, the Count of Monte-Cristo. This chapter analyses how this castle became a confluence space between fiction and reality and a venue for various film adaptations of Dumas' novel. It also shows how this romantic pamphleteer managed to overcome the paradox of giving authenticity to a tourist spot without paying any attention to historical facts or verisimilitude. The chapter draws on the concepts of literary and dark tourism, the concept of aura linked to authenticity in the work of art, and the concept of literary tourist.

Spectacles of Settler Colonial Memory: Archaeological Findings from an Early Twentieth-Century “First” Settlement Pageant and Other Commemorative Terrain in New England

In 1923, rural New England mill town Dover, New Hampshire, staged a Tercentenary pageant of extraordinary proportions to celebrate its “first” settlement. This public spectacle memorialized a specific, and deeply exclusionary, narrative of English settler colonialism, shaped by social anxieties of the post-First World War United States. Recent archaeological research has found possible remnants from this spectacle on a seventeenth-century site. In disturbing this site, the Tercentenary pageant appears to have disregarded actual significant material traces from the very era it aimed to memorialize--traces that offer distinct, fuller understandings of deeply nuanced Native-settler interactions in the Piscataqua River region. Dover’s pageant is situated in a regional analysis of Native and Euro-colonial commemorative place-making of the early twentieth century, exploring how different communities pursued multivocal, monovocal, or other approaches in their performative engagements with the seventeenth century.