# MFGTN: A multi-modal fast gated transformer for identifying single trawl marine fishing vessel

*PRI Rank #8 · Topics and Trends in Most Cited Marine and fisheries research Papers, Class of 2026*

*Canonical URL: https://pri.pepkio.com/top-papers/marine-and-fisheries-research/2026/rank-8*

| Field | Value |
| --- | --- |
| Rank | #8 |
| 18m citations | 53 |
| Journal | Ocean Engineering |
| Year | 2024 |
| DOI | 10.1016/j.oceaneng.2024.117711 |
| Corresponding authors | Zhuhua Hu |
| Institution | Hainan University, China |

**Ranking page:** [Topics and Trends in Most Cited Marine and fisheries research Papers, Class of 2026](https://pri.pepkio.com/top-papers/marine-and-fisheries-research/2026)

**Paper link:** [10.1016/j.oceaneng.2024.117711](https://doi.org/10.1016/j.oceaneng.2024.117711)

## Topics

multi-modal fast gated transformer · multi-modal fast gated transformer · single trawl marine fishing vessel · vessel identification · fishing vessel detection · multi-modal fast gated transformer · feature fusion · Bottom trawling · vessel identification · Transformer

## Cite this ranking

```
Pepkio Research Index (PRI). Topics and Trends in Most Cited Marine and fisheries research Papers, Class of 2026. https://pri.pepkio.com/top-papers/marine-and-fisheries-research/2026. Accessed 2026-07-17.

Zheng Su, Tinsley Li, Thematic Shifts in Early-High-Impact Cancer Genomics and Diagnostics Research: A Bibliometric and Semantic Analysis. bioRxiv 2026.07.04.736459; doi: https://doi.org/10.64898/2026.07.04.736459
```