We train and compare the performance of two machine learning methods, a multi-variate regression network and a ResNet-50-based neural network, to learn and forecast plant biomass as well as the relative growth rate from a short sequence of temporal images from plants in aeroponic cultivation. The training dataset consists of images of 57 plants taken from two different angles every hour during a 5

We train and compare the performance of two different machine learning algorithms to learn changes in winter wheat production for fields from the southwest of Sweden. As input to these algorithms, we use cloud-penetrating Sentinel-1 polarimetry radar data together with respective field topography and local weather over four different years. We note that all of the input data were freely available.

This article offers a reconsideration of religious mobilisation in the inter- and post-war periods. It focuses on how the Church of Sweden gradually altered its catechetical activities aimed at children to meet changing needs. Built on a range of statistical sources, this article calls for a reconsideration of the ways in which larger Protestant denominations adjusted to meet declining religious pThis article offers a reconsideration of religious mobilisation in the inter- and postwar periods. It focuses on how the Church of Sweden gradually altered its catechetical activities aimed at children to meet changing needs. Built on a range of statistical sources, this article calls for a reconsideration of the ways in which larger Protestant denominations adjusted to meet declining religious pr

The ways in which a bureaucratic model of oversight could be turned into a vehicle of individualizing religious practices in late-eighteenth-century Sweden is the central concern of this chapter. It focuses on how bureaucratic measures could be used to implement enlightened reform, thereby offering a different perspective on ‘pastoral Enlightenment’ in the rural European North. By examining how Ol

This chapter argues for the continued importance of studying the intertwining of Enlightenment and confessional culture in order to increase our understanding of how the Enlightenment took shape in the Nordic countries during the long eighteenth century. Proceeding from a careful evaluation of current scholarship, it provides an overview of political, cultural and socio-economic tendencies in the

Deep learning techniques can use public data such as facial photographs to predict sensitive personal information, but little is known about what information contributes to the predictive success of these techniques. This lack of knowledge limits both the public’s ability to protect against revealing unintended information as well as the scientific utility of deep learning results. We combine conv

The Russian invasion of Ukraine has brought an unprecedented chance to end the existence of harmful stereotype of Central and Eastern Europe as a region where the Kremlin has special interests. It has cost a lot of political efforts to bring Czechia, Poland, or the Baltic states out of this equation and join the Western institutional framework. Now there is enough momentum for doing the same with

BACKGROUND: Prolonged opioid use (more than 90 days) after injury puts the patient at risk for adverse effects. We investigated the patterns of opioid prescription after distal radius fracture and the effect of pre- and post-fracture factors on the risk for prolonged use.METHODS: This register-based cohort study uses routinely collected health care data, including purchases of prescription opioids

OBJECTIVE: Although injury burden prompts elite athletics (track and field) athletes to engage in injury management, little is known about their health literacy. We investigated musculoskeletal (MS) health literacy in world-leading athletics athletes and associations with prechampionship injury acknowledgement by reduction of training load in different socioeconomic environments.METHODS: Adult and

This piece investigates a contested intersection between the decisionisms of Carl Schmitt and Søren Kierkegaard. In his Political theology (1922), Schmitt quotes from Kierkegaard’s Repetition (1843) to support his claims about sovereignty, decision, and exception. However, as I argue, it is more likely an implicit (mis)interpretation of Fear and trembling’s (1843) articulation of faith – particula

Peatlands are unique ecosystems that contain massive amounts of carbon. These ecosystems are incredibly vulnerable to human disturbance and climate change. This may cause the peatland carbon sink to shift to a carbon source. A change in the carbon storage of peatlands may result in surface deformation. This research uses the interferometric synthetic aperture radar (InSAR) technique to measure the

Background: Treatment of common bile duct (CBD) stones after Roux-en-Y gastric bypass (RYGB) poses a particular challenge given the altered anatomy and inability to perform a standard endoscopic retrograde cholangiogram (ERC). The optimal treatment strategy for intraoperatively encountered CBD stones in post-RYGB patients has not been established. Objectives: To compare outcomes following laparosc

We introduce the notion of a-walk S(n) = a1X1 +… + anXn, based on a sequence of positive numbers a = (a1, a2,…) and a Rademacher sequence X1,X2,…. We study recurrence/ transience (properly defined) of such walks for various sequences of a.