A survey on deep learning for human mobility

M Luca, G Barlacchi, B Lepri… - ACM Computing Surveys …, 2021 - dl.acm.org
The study of human mobility is crucial due to its impact on several aspects of our society,
such as disease spreading, urban planning, well-being, pollution, and more. The …

Past, present, and future of the satellite-based automatic identification system: Areas of applications (2004–2016)

M Fournier, R Casey Hilliard, S Rezaee… - WMU journal of maritime …, 2018 - Springer
In 2016, the world shipping fleet grew by 3.5%. Even if the annual growth rate remains at its
lowest since 2013, the global situation is still in overcapacity (UNCTAD 2016). Ninety …

AIS in maritime research

M Svanberg, V Santén, A Hörteborn, H Holm… - Marine Policy, 2019 - Elsevier
Although not originally developed for research use, the Automatic Identification System (AIS)
enables its data to be used in research. The present paper provides a structured overview of …

Empowering high seas governance with satellite vessel tracking data

DC Dunn, C Jablonicky, GO Crespo… - Fish and …, 2018 - Wiley Online Library
Between 1950 and 1989, marine fisheries catch in the open‐ocean and deep‐sea beyond
200 nautical miles from shore increased by a factor of more than 10. While high seas …

Opportunities and challenges for improving fisheries management through greater transparency in vessel tracking

S Orofino, G McDonald, J Mayorga… - ICES Journal of …, 2023 - academic.oup.com
When fisheries managers cannot see who is fishing or where fishing occurs, their scope for
management interventions is limited. This lack of transparency in spatial fishing activity is …

How can Automatic Identification System (AIS) data be used for maritime spatial planning?

M Le Tixerant, D Le Guyader, F Gourmelon… - Ocean & Coastal …, 2018 - Elsevier
Although the importance of Maritime Spatial Planning (MSP) as a concept is know
acknowledged and the legal framework is in place, the task of applying it remains a delicate …

A comparison of VMS and AIS data: the effect of data coverage and vessel position recording frequency on estimates of fishing footprints

JL Shepperson, NT Hintzen, CL Szostek… - ICES Journal of …, 2018 - academic.oup.com
Understanding the distribution of fishing activity is fundamental to quantifying its impact on
the seabed. Vessel monitoring system (VMS) data provides a means to understand the …

AIS data to inform small scale fisheries management and marine spatial planning

M James, T Mendo, EL Jones, K Orr, A McKnight… - Marine Policy, 2018 - Elsevier
Abstract Automatic Identification Systems (AIS) are collision avoidance devices used on-
board both commercial and leisure craft. These systems report the position, track and speed …

DNA metabarcoding of trawling bycatch reveals diversity and distribution patterns of sharks and rays in the central Tyrrhenian Sea

L Albonetti, G Maiello, A Cariani… - ICES Journal of …, 2023 - academic.oup.com
Conservation and management of chondrichthyans are becoming increasingly important, as
many species are particularly vulnerable to fishing activities, primarily as bycatch, which …

[PDF][PDF] Deep learning for human mobility: a survey on data and models

M Luca, G Barlacchi, B Lepri, L Pappalardo - arXiv preprint arXiv …, 2020 - iris.cnr.it
Urban population is increasing strikingly and human mobility is becoming more complex
and bulky, affecting crucial aspects of people lives such as the spreading of viral diseases …