Toward Auditable Urban Soil Management: A Knowledge Graph and LLM Approach Fusing Environmental and Geochemical Data

Urban soil contamination poses persistent risks to redevelopment, public health, and ecological restoration, yet actionable evidence is scattered across site investigation reports, monitoring databases, and regulatory documents. Existing decision-support tools often depend on manual searches and pro...

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Detalhes bibliográficos

Principais autores:	Xi Qin, Yanlin Tang, Yirong Deng, Meiqu Lu, Wenqiang He, Jinrui Song, Keyu Lin, Feng Han
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-04-01
coleção:	Applied Sciences
Assuntos:	knowledge graphs large language models (LLMs) urban soil management geochemical data decision support systems environmental data integration
Acesso em linha:	https://www.mdpi.com/2076-3417/16/8/3895
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