The automatic detection of dark vessels (i.e. vessels that do not report their position to the Automatic Identification System (AIS)) from satellite imagery is particularly challenging in terms of technical capabilities, availability of satellite imagery, satellite revisit time and data availability. In addition, the correct identification of a specific suspicious vessel in a satellite image

Sociological insights from the development of a platform Platform development is not only a technical task. It first starts with a definition of the objectives, goals and outcomes. This is the first point to pass in a complex project with experts and non-experts from different academic and non-academic backgrounds. Thus, different interests come together and

Development of an analytical scheme Policy recommendations play a key role in the context of environmental crime. They function as a ‘first step’ into the development of a supporting system for law enforcement agencies (LEAs). There is a long history of environment policy leading back to the 1970s. Environment issues are on the political agenda

In our time, organized environmental crime poses a significant challenge on an international level. Recognizing the urgency, the European Multidisciplinary Platform Against Criminal Threats (EMPACT1) has identified environmental crime is a key priority for 2022-2025. Organized environmental crime is characterized by its complexity, its interconnection with other types of crime, and a growing tendency by

One of the objectives of the PERIVALLON project is to develop AI-based geospatial intelligence solutions applied to earth observation imagery captured by satellites, in order to detect activities potentially related to environmental crimes, particularly those related to illicit waste management. In this framework, one of the main requirements for a regional authority like ARPA Lombardia,

Crime detection usually refers to the discovery of a crime, which may include identifying suspects and collecting intelligence and evidence, all dependent on the law and legal requirements of a country. Its key ingredient, however, is in determining whether the alleged crime is indeed committed once discovered.[1] Acquiring relevant information, therefore, is critical to establish

In our rapidly changing world, keeping an eye on the environment is more critical than ever. Illegal logging, wildlife poaching, and pollution are just a few threats we face. To combat these challenges, the PERIVALLON platform offers a comprehensive solution using the latest technologies. We’re excited to share how our platform employs state-of-the-art reactive architecture

Understanding environmental crimes and their prevalence Environmental crimes pose a significant global challenge, affecting ecosystems and human health. These crimes encompass different activities such as illegal trafficking of waste or illegal dumping of waste in land and water. Moreover, these crimes are often orchestrated by organized criminal networks, that exploit regulatory complexities and enforcement disparities,

The Maritime industry is the backbone of global trade, with millions of vessels traversing the world’s oceans each year. Ensuring the safety and security of these vessels is of significant importance. With the advent of big data and advanced analytics, we are now able to monitor and predict maritime events in real-time, enhancing the safety

Ozone-depleting substances and hydrofluorocarbons contraband detection within X-ray cargo images using AI The illegal trade of ozone-depleting substances (ODS) and hydrofluorocarbons (HFCs) is a serious environmental concern. Despite regulations, recent seizures across Europe highlight a growing problem[1]. The successful interception of these products underscores the importance of vigilant monitoring and coordination among authorities in combating