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Integrating Fragmented Standards Through Semantic Harmonization: A Large Language Model‐Driven Knowledge Graph Framework for Natural Resource Governance.

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Title: Integrating Fragmented Standards Through Semantic Harmonization: A Large Language Model‐Driven Knowledge Graph Framework for Natural Resource Governance.
Authors: Huang, Yi1,2,3 (AUTHOR), Miao, Lizhi2,3 (AUTHOR), Zhang, Xueying4,5 (AUTHOR) zhangsnowy@163.com, Sun, Jinlong6 (AUTHOR), Zheng, Jieying6 (AUTHOR)
Source: Transactions in GIS. Jun2026, Vol. 30 Issue 4, p1-14. 14p.
Database: Business Source Ultimate
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  Availability: 0
Header DbId: bsu
DbLabel: Business Source Ultimate
An: 194919324
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Integrating Fragmented Standards Through Semantic Harmonization: A Large Language Model‐Driven Knowledge Graph Framework for Natural Resource Governance.
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  Data: <searchLink fieldCode="JN" term="%22Transactions+in+GIS%22">Transactions in GIS</searchLink>. Jun2026, Vol. 30 Issue 4, p1-14. 14p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=bsu&AN=194919324
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        Value: 10.1111/tgis.70308
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      – Code: eng
        Text: English
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        PageCount: 14
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      – TitleFull: Integrating Fragmented Standards Through Semantic Harmonization: A Large Language Model‐Driven Knowledge Graph Framework for Natural Resource Governance.
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            NameFull: Huang, Yi
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            NameFull: Miao, Lizhi
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            NameFull: Zhang, Xueying
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            NameFull: Sun, Jinlong
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            – D: 01
              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
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              Value: 30
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