We present novel insights into trade in amphorae-borne products over a 550-year period Germania along the frontier of Roman Empire, derived through probabilistic aoristic methods to study temporal changes archaeological materials. Our data analysis reveals highly detailed differential patterns consumption and production within German market. show how connections far-flung regions such as Eastern Mediterranean or Iberian Peninsula wax wane time, local producers start compete with these...

<title>Abstract</title> This paper presents novel insights into the long-term chronological patterns related to distribution and consumption of amphora-borne foodstuffs in Italy. The study specifically focuses on wine, olive oil, fish sauces, both produced locally imported from provinces. Notably, it contributes significantly our understanding Roman economy by revealing significant changes these over time a scale that was previously unknown. One key findings analysis is demonstration...

In the past years, scientific research in Data Science and Artificial Intelligence has witnessed vast progress. The number of published papers digital objects (data, code, models) is growing exponentially. However, not all these artifacts are findable, accessible, interoperable reusable (FAIR), contributing to a rather low level reproducibility experimental findings reported scholarly publications (reproducibility crisis). this paper, we focus on Open best practices, i.e., set...

The article summarizes the twenty years of development library legislation Federal subjects Russian Federation and assesses its contemporary state.