# Analysis of the spatio-temporal evolution of iron ore trade from a geopolitical perspective: A complex network model

**Authors:** Shengzhong Huang, Chenrui Cai, Bo Fu

PMC · DOI: 10.1371/journal.pone.0345177 · PLOS One · 2026-03-24

## TL;DR

This paper studies how global iron ore trade has evolved from 2000 to 2023, showing how geopolitical factors influence trade patterns and shift power dynamics.

## Contribution

A novel complex network model is introduced to analyze the spatio-temporal evolution of global iron ore trade under geopolitical influences.

## Key findings

- The Global Iron Ore Trade Network is active and efficient but highly imbalanced and influenced by geopolitics.
- There is a shift from resource-based to capital-based dominance in iron ore trade due to geopolitical impacts.
- Emerging economies like China, South Africa, and India are gaining significant roles in global iron ore trade.

## Abstract

Iron ore is the primary raw material for steel production, and the steel industry is a fundamental pillar of the national economy. Given the increasing strategic importance of iron ore, this paper introduces a complex network model to analyze the evolution characteristics of the global iron ore trade pattern from 2000 to 2023, aiming to assess the trade situation of iron ore. In addition, relevant policies have been formulated to ensure the stable supply of iron ore. The study shows that the Global Iron Ore Trade Network (GIOTN) is active and efficient. However, the iron ore trade is highly imbalanced and heavily influenced by geopolitical factors. Furthermore, under the impact of geopolitics, there is a gradual shift from resource dominance to capital dominance in the global iron ore trade. In terms of trade competition, relations between Europe and Brazil seem to be more intense, and the competitive landscape of iron ore trade in southern Africa is becoming increasingly prominent. Meanwhile, the global iron ore trade is becoming more regionalized due to geopolitical influences, with trade communities trending towards smaller and more balanced states. Emerging economies such as China, South Africa, and India are playing an increasingly important role in the global iron ore trade.

## Full-text entities

- **Diseases:** shock (MESH:D012769), COVID-19 (MESH:D000086382), GIOTN (MESH:D000090463)
- **Chemicals:** Carbon (MESH:D002244), oil (MESH:D009821), copper (MESH:D003300), metal (MESH:D008670), steel (MESH:D013232), Iron Ore (MESH:C000499), Iron (MESH:D007501)
- **Species:** Meleagris gallopavo (common turkey, species) [taxon 9103]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC13012449/full.md

## Figures

11 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13012449/full.md

## References

45 references — full list in the complete paper: https://tomesphere.com/paper/PMC13012449/full.md

---
Source: https://tomesphere.com/paper/PMC13012449