Semantic-driven Parametric 3D Geographic Scene Modeling: Integrating Knowledge Graphs and Large Language Models

Environmental Modelling & Software, Год журнала: 2025, Номер 188, С. 106399 - 106399

Опубликована: Фев. 22, 2025

Язык: Английский

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Towards an integrated approach for managing and streaming 3D spatial data at the component level in spatial data infrastructures

International Journal of Geographical Information Science, Год журнала: 2024, Номер 39(4), С. 847 - 871

Опубликована: Дек. 2, 2024

Transitions of spatial data infrastructures (SDIs) support applications from 2D landscapes to 3D scenes. The existing methods for describing, managing, and providing services often lack coordination efficiency. Moreover, the added complexity structures necessitates novel approaches component-level management streaming capabilities. In response, we developed a generic conceptual model suitable diverse in SDIs discussed design rationales key considerations underlying model. We formalized flexible composition fine-grained lifecycle this specified at cloud-optimized encoding level enable efficient CRUD operations delivery massive data. Our approach enabled direct managed without need redundant replication. implemented, evaluated, proposed terms service, accessibility, visualization, analysis cases, results show that method is managing enables users conduct geo-analysis on basis specific parts as needed. This work provides scientific exploration integrates SDIs.

Язык: Английский

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Advancing river flood forecasting with a collaborative integrated modeling method

Journal of Environmental Management, Год журнала: 2024, Номер 373, С. 123677 - 123677

Опубликована: Дек. 13, 2024

Язык: Английский

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Concept and framework of digital twin human geographical environment

Journal of Environmental Management, Год журнала: 2024, Номер 373, С. 123866 - 123866

Опубликована: Дек. 27, 2024

Язык: Английский

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