Given a set of synchronous time series, each associated with a sensor-point in space and characterized by inter-series relationships, the problem of spatiotemporal forecasting consists of predicting future observations for each point. Spatiotemporal graph neural networks achieve striking results by representing the relationships across time series as a graph. Nonetheless, most existing methods rely ...

Arctic marine ecosystems are becoming more boreal due to climate change. Predictions of ecosystem change focus mainly on Arctic inflow or interior shelves, with few comprehensive studies on Arctic outflow regions. During September–October 2017, soft-bottom communities were sampled and benthic ecosystem processes were quantified at 12 stations on the Northeast Greenland shelf (outflow shelf) and ...

In recent years, the energy efficiency of buildings has received increasing attention due to climate change mitigation goals, and higher energy costs. This paper explores the integration of 3D models, IoT sensors, Digital Twins (DT), data-driven modeling, and Artificial Intelligence (AI), particularly Machine Learning (ML) algorithms, to enhance energy performance prediction and optimisation in ...

This paper 1) argues for the inclusion of a phenomenological form of academic textual evidence, 2) makes a case for James Moffett's abstraction ladder for teaching and learning, and 3) provides concrete examples of the abstraction ladder both as inspiration for practical application by teachers and to demonstrate how it may be used to broaden academic written discourse. These three aims are ...

I artikkelen utforsker jeg hvordan arbeidstakere med utviklingshemming opplever arbeidsvilkår og medvirkning i VTA-tiltak (varig tilrettelagt arbeid) på ordinær arbeidsplass. Arbeidstakerne opplever utfordringer med å finne arbeidsoppgaver, og noen opplever lave forventninger fra ledelsen. De beskriver å ha noe medvirkning, men at det stilles få krav til dem. Vilkårene de tilbys som arbeidstakere, ...

During the 16th and 17th centuries, the very first Arctic explorations took place. The maps from that age not only express the mathematical and scientific knowledge of the time, they are also artistic artefacts with a rich symbolic language. Maps are often adorned with illustrations of indigenous peoples, exotic animals and mythological creatures, reflecting the mystique surrounding the Arctic.

Background: Age-friendly environments intend to promote active ageing by facilitating social, mental, and physical participation. This could potentially delay the onset of chronic complex conditions, enabling people to live longer independently at home, and prevent loneliness. This study investigates a community-based living environment in Norway called Helgetun and aims to explore how it can ...

Background: Shaft fractures of the femur are commonly treated with intramedullary nailing, which can release bone marrow emboli into the bloodstream. Emboli can travel to the lungs, impairing gas exchange and causing inflammation. Occasionally, emboli traverse from the pulmonary to the systemic circulation, hindering perfusion and resulting in injuries such as heart and brain infarctions, known ...

Mercury (Hg) is a heterogeneously distributed toxicant affecting wildlife and human health. Yet, the spatial distribution of Hg remains poorly documented, especially in food webs, even though this knowledge is essential to assess large-scale risk of toxicity for the biota and human populations. Here, we used seabirds to assess, at an unprecedented population and geographic magnitude and high resolution, ...

Background Fee-for-service is a common payment model for remunerating general practitioners (GPs) in OECD countries. In Norway, GPs earn two-thirds of their income through fee-for-service, which is determined by the number of consultations and procedures they register as fees. In general, fee-for-service incentivises many and short consultations and is associated with high service provision. GPs ...