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Yingchao Gou on Muck Rack

Yingchao Gou

As seen in: Scientific Research Publishing (SCIRP)
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Articles

Dynamic Biofouling Risk Assessment for Ships Using AIS Data and Environmental Factors

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By Hourong Song, Feiyang Ren, Yingchao Gou
| Scientific Research Publishing (SCIRP)
1. Introduction Maritime transportation underpins over 90% of global trade by volume, serving as the lifeblood of international supply chains while facing unprecedented pressure to decarbonize [1] [2]. The International Maritime Organization (IMO) has set ambitious targets to reduce greenhouse gas (GHG) emissions by at least 50% by 2050 compared to 2008 levels, with a long-term vision of net-zero emissions [3].
Open in Who Shared Issue with article?

Predicting Ship Propeller Speed with Multi-Source Data Fusion and Physics-Informed LightGBM A Novel Correction Framework

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By Min Chen, Feiyang Ren, Yingchao Gou
| Scientific Research Publishing (SCIRP)
Automatic Identification System (AIS) data provide high-frequency spatiotemporal trajectories, including position (latitude/longitude), speed over ground (SOG), heading (HDG), draft, and timestamps (UTC+8), covering 1200 vessels from 2022-2023. Meteorological variables (wind speed/direction, wave height, surface currents) were sourced from the China Meteorological Administration.
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