Can maritime big data be applied to shipping industry analysis? Focussing on commodities and vessel sizes of dry bulk carriers

Enriched navigational information provided by an automatic identification system (AIS) could improve the estimation accuracy of trade patterns analysis by using different data sources. This paper estimates the global trade flow pattern of dry bulk cargo by commodity, namely iron ore, coal, grains, f...

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Veröffentlicht in:Maritime economics & logistics 2021-06, Vol.23 (2), p.211-236
Hauptverfasser: Kanamoto, Kei, Murong, Liwen, Nakashima, Minato, Shibasaki, Ryuichi
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Sprache:eng
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