NatureKG: an ontology and knowledge graph for nature finance with a Text2Cypher application

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Observational analysis shows the development of a comprehensive ontology in nature finance, suggesting enhanced assessment of environmental risks.

Value Chains were effectively defined in the NatureKG ontology, enabling systematic risk assessment.
The implementation provided a flexible structure for querying financial dependencies associated with natural capital.
This development enhances the transparency of financial systems, presenting a significant advance in nature finance frameworks.
NatureKG establishes a reusable foundation, calling for expanded dataset diversity and improved model reasoning in sustainable finance.

Alok Kumar Singh (2025) studied this question.

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Observational analysis shows the development of a comprehensive ontology in nature finance, suggesting enhanced assessment of environmental risks.