Bread wheat and durum wheat genotypes were grown in field experiments at two locations in New South Wales, Australia across several years and using two sowing times (‘early’ v. ‘late’). Genotypes were grouped based on genetic similarity. Grain yield, grain size, soil characteristics and daily weather data were collected. The weather data were used to calculate water and heat stress indices for four key growth periods around flowering. Least absolute shrinkage and selection operator (LASSO) was used to predict grain yield and to identify the most influential features (a combination of index and growth period). A novel approach involving the crop water supply–demand ratio effectively summarized water relations during growth. LASSO predicted grain yield quite well (adjusted R2 from 0.57 to 0.98), especially in a set of durum genotypes. However, the addition of other important variables such as lodging score, disease incidence, weed incidence and insect damage could have improved modelling results. Growth period 2 (30 days pre-flowering up to flowering) was the most sensitive for yield loss from heat stress and water stress for most features. Although one group of bread wheat genotypes was more sensitive to water stress (drought) in period 3 (20 days pre-flowering to 10 days post-flowering). Evapotranspiration was a significant positive feature but only in the vegetative phase (pre-flowering, period 1). This study confirms the usefulness of LASSO modelling as a technique to make predictions that could be used to identify genotypes that are suitable candidates for further investigation by breeders for their stress-tolerance ability.

This paper explain how the geometric notions of local contractibility and properness are related to the $\Sigma$-types and $\Pi$-types constructors of dependent type theory. We shall see how every Grothendieck fibration comes canonically with such a pair of notions—called smooth and proper maps—and how this recovers the previous examples and many more. This paper uses category theory to reveal a common structure between geometry and logic, with the hope that the parallel will be beneficial to both fields. The style is mostly expository, and the main results are proved in external references.

This article explores the implications of non-ideal theorising for the problem of evil. The critique of ideal theory – which has gained increased attention in several philosophical sub-disciplines during recent years – states that analytic philosophers tend to rely on overly idealised conditions, to the point of being completely unrealistic, in their theorising. To investigate if this charge holds merit in the philosophy of religion, I apply a non-ideal methodology to one traditional area of philosophy of religion – the problem of evil. Here, Richard Swinburne’s theodicy constitutes a sample of how the problem of evil is typically approached in mainstream philosophy of religion. Additionally, Swinburne’s Principle of Credulity will, in relation to his theodicy, be interrogated as well. Applying non-ideal theorising, I find that Swinburne’s theorisation relies on idealised cases and presupposes ideal conditions, while overlooking non-ideal realities. Turning to epistemic injustice and epistemology of ignorance, I find that Swinburne assumes ideal epistemological conditions in both inter-agent communication (testimony), and in collective cognition. After examining the implications of such idealisations, I find that Swinburne’s idealisations abstract away non-ideal factors which are relevant for his theories, concluding that Swinburne displays tendencies typical of ideal theorising.

There has been great popular and scholarly interest in the activities of non-Arctic actors in the Arctic region, and in the Arctic Council specifically. We find controversy around the activities of Observers in the Council, with some seeing challenges to Arctic states and others seeing positive co-operation. The Arctic Council is the preeminent governance forum for the Arctic region, consisting of the Arctic states (as of 2023, minus Russia) and six Indigenous peoples’ organisations. Non-Arctic states, intergovernmental organisations and non-governmental organisations can be Observers in the institution. Existing literature has examined the significance, interest and powers of these actors; this paper answers the research question, what do Observers actually do in the Arctic Council? To answer this question, this paper presents the results of content analysis of official Arctic Council Observer reviews and reports, which catalogue their activities. The answer may seem obvious: Observers observe. However, Arctic Council Observers do more than this simple function. This paper proposes that all of the activities of Observers fit into a typology of six types of activity. The ultimate finding is that Observers in the Arctic Council work with Arctic states to enhance institutional work around climate change and sustainable development; we see examples of positive co-operation that enhances regional governance. It is another example of peaceful international relations in the Arctic.

In an era marked by the ‘technologization’ of modern warfare and the privatization of military supply chains, numerous items possess dual-use potential, capable of serving both civilian and military ends. Concurrently, governments increasingly view the acquisition of specific goods, materials, services, and technologies by rival states as a threat to their security. As a result, economic restrictions imposed on dual-use items, including export controls, have proliferated in recent years. These measures have elicited concerns regarding disguised protectionism and potential non-compliance with trade agreements. Central to the debate is the difficulty to strike a balance between addressing legitimate security imperatives and preventing economic protectionism. This article delves into the intersection of trade and security in the regulation of dual-use goods. It offers a focused examination of Article XXI(b)(ii) of the General Agreement on Tariffs and Trade (GATT) concerning trade restrictions on products destined for military use. The paper first reveals limitations of this provision in governing the regulation of dual-use items. Furthermore, it introduces the concept of a ‘purpose test’ provided by the provision as a safeguard against abusive invocation. Lastly, it sheds light on the challenge posed by the standard of proof issue, which complicates the review and mitigation of bad-faith invocations of security exceptions.

The philosophical ‘problem of evil’ goes back at least as far as Epicurus and has remained a powerful argument against the existence of God in contemporary philosophy. The argument is rooted in apparent contradictions between God’s divine attributes and various conditions of human existence. But these contradictions arise only given certain assumptions of what we should expect both God and the world to be like given God’s existence. In this article, I argue that we can utilise the work of the twentieth-century French philosopher Simone Weil to craft a coherent metaphysical picture of God, creation, and suffering that rejects these common assumptions. Further, I contend that this picture very plausibly follows from commonly accepted tenets of traditional monotheism. Given this, I argue that this Weil-inspired framework provides serious reasons for reframing the problem of evil and its corresponding theodicies by presenting a radically different view of how God must relate to creation. Yet, this picture does not necessarily vindicate the theist. I argue that this picture may leave us with a new question about creation in the face of evil. Namely, is it possible to understand God’s initial creative act as Weil describes it – as an act of love?

Let G be a finite solvable group. We prove that if $\chi\in{{\operatorname{Irr}}}(G)$ has odd degree and $\chi(1)$ is the minimal degree of the nonlinear irreducible characters of G, then $G/\operatorname{Ker}\chi$ is nilpotent-by-abelian.

The incidence of cognitive decline is rising, leading to increased attention on the preventive role of healthy foods on brain function. Previous reviews including primarily observational studies suggested that dietary proteins may improve cognitive performance, but evidence from individual randomised controlled trials (RCT) is less consistent. Therefore, this systematic review examined the long-term effects of dietary proteins from RCT, considering both their amount and type, on cognitive performance (psychomotor speed and attention, executive function, memory and global cognition). Alterations in cerebral blood flow (CBF) – a validated brain vascular function marker – were also considered. A total of 4747 studies were identified through a systematic search, resulting in twenty-three included papers reporting effects on cognitive performance (n = 23) and CBF (n = 3). Improvements were observed in three out of the nine studies that evaluated psychomotor speed which compared a dietary protein intervention with a non-protein or lower-protein control. Of the six beneficial observations on working memory (n = 12), declarative memory (n = 10) and visuospatial memory (n = 10), five were nut interventions from three different trials. Limited studies focusing on global cognition suggested that specific target populations, namely subacute stroke or dementia, may benefit more than healthy individuals from increased dietary protein intake. From the three studies involving CBF, improvements in regional blood flow were associated with most cognitive performance outcomes. The comparative effects of different protein types warrant further investigation. Overall, this review encourages additional research into protein-rich foods or supplements which could potentially prevent or mitigate cognitive decline.

In this paper, a brand-new adaptive fault-tolerant non-affine integrated guidance and control method based on reinforcement learning is proposed for a class of skid-to-turn (STT) missile. Firstly, considering the non-affine characteristics of the missile, a new non-affine integrated guidance and control (NAIGC) design model is constructed. For the NAIGC system, an adaptive expansion integral system is introduced to address the issue of challenging control brought on by the non-affine form of the control signal. Subsequently, the hyperbolic tangent function and adaptive boundary estimation are utilised to lessen the jitter due to disturbances in the control system and the deviation caused by actuator failures while taking into account the uncertainty in the NAIGC system. Importantly, actor-critic is introduced into the control framework, where the actor network aims to deal with the multiple uncertainties of the subsystem and generate the control input based on the critic results. Eventually, not only is the stability of the NAIGC closed-loop system demonstrated using Lyapunov theory, but also the validity and superiority of the method are verified by numerical simulations.

Storytelling is essential in climate litigation. The narratives that are told in and around legal cases shape public discourse and our collective imagination regarding the climate crisis. The stories that plaintiffs and their lawyers choose to highlight hold immense power to either reinforce or challenge dominant assumptions and worldviews. This article analyzes how storytelling has been utilized in climate lawsuits, with a particular focus on those that involve future generations. It highlights the need to craft narratives that foreground entanglement and relationality rather than notions of competing interests. We offer recommendations for strategically using storytelling and framing techniques to build public engagement, spur equitable climate action and transform legal systems.

The subject of this article is operators represented on a Fock space which act only on the two leading components of the tensor. We unify the constructions from [Ans07, BL09, BL11, LS08] and extend a number of results from these articles to our more general setting. The results include the quadratic relation satisfied by the kernel of the free cumulant generating function, the resolvent form of the generating function for the Wick polynomials, and classification results for the case when the vacuum state on the operator algebra is tracial. We handle the generating functions in infinitely many variables by considering their matrix-valued versions.

This article argues that natural environments should be seen as life-sustaining infrastructures. Countering a tendency to see infrastructures as human-engineered, I show how environmental infrastructures are shaped by humans and nonhumans alike, with their life-sustaining roles often only revealed by their disruption. I demonstrate how infrastructures might be shaped by nonhumans by highlighting the career of Elodea canadensis, or Canadian waterweed, an introduced plant that wrought havoc on Britain's watery environments in the mid- to late nineteenth century. Red weed, the plant introduced by the Martians in H. G. Wells's The War of the Worlds, echoes Elodea in its course through the British environment. But while Elodea and similar introduced species prompted nascent critiques of imperial plant movement, I show how Wells avoids such critiques by deleting red weed, and any further environmental consequences following from its introduction, from his novel's end. Instead, Wells endorses a natural-selection-driven explanation for the British environment's superior fitness—an explanation that affirms rather than critiques ecological imperialism and mitigates the role of nonhumans in reshaping environmental infrastructures.

To investigate long-term relationships between climate, vegetation, landscape geochemistry and fires in the boreal forest zone of Western Siberia, a sediment core of 345 cm was collected from Shchuchye Lake (located in south taiga zone of southeast part of West Siberian plain) and investigated by spore-pollen, radiocarbon, LOI and charcoal analyses. Quantitative palaeoclimate was reconstructed based on pollen data. Investigation revealed 13.2 cal ka history of vegetation, climate, landscapes and fires. In the dry climate of Late Glacial, the landscape was treeless. Continuous permafrost existed in the soil. In the middle of the YD cooling 12.4–12.2 cal ka BP, our data showed warming that caused degradation of permafrost in soils and settlement of spruce in moist places. Later, thawing and accumulation of moisture in a local lowering in relief increased and a lake was formed. With the beginning of the Holocene, the climate sharply changed to warmer and wetter. Intensified surface flow caused accumulation of mineral and carbonate fraction in the lake. Dense birch forests spread on drylands. As a result, the leaching regime initiated the formation of podzols in the soil. At about 10.0 cal ka BP, Scots pine (Pinus sylvestris) quickly spread in the area of investigation. Fires became more frequent and more intense during the dry Late Glacial time, sharply decreasing with increased precipitation in the Early Holocene, and again moderately increasing with spread of pine forests in the mid Holocene. With the transition to Late Holocene (after 6.0 cal ka BP), the intensity of regional background fires and number of local fires decreased.

There has been increased attention on how scientific communities should respond to spurious dissent. One proposed method is to hide such dissent by preventing its publication. To investigate this, I computationally model the epistemic effects of hiding dissenting evidence on scientific communities. I find that it is typically epistemically harmful to hide dissent, even when there exists an agent purposefully producing biased dissent. However, hiding dissent also allows for quicker correct epistemic consensus among scientists. Quicker consensus may be important when policy decisions must be made quickly, such as during a pandemic, suggesting times when hiding dissent may be useful.