Space-time unified coordinate coding model for digital twin cities

The data of the digital twin city is voluminous and diverse, with the characteristics of massive, multi-dimensional, real-time, and unstructured. Therefore, how to realize data integration and efficient management is crucial to the value release of the twin system. Based on this, this paper starts from the most basic temporal and spatial attributes of data, and researches the spatio-temporal unified coordinate coding model for digital twin city, in order to support the unified aggregation and association of all kinds of related data, and realize the spatio-temporalization of data, the spatio-temporalization of model and the spatio-temporalization of scene. Inspired by the GeoSOT theoretical system, this paper designs a spatio-temporal unified coordinate coding model with binary bit operation as the core, and constructs the corresponding spatio-temporal grid model. Finally, the correctness and efficiency of the method in this paper are verified by model coding and decoding experiments, query experiments and visualization experiments. The model is expected to provide a basic spatio-temporal guidance framework for spatio-temporal data integration of digital twin cities.

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Publication Details

Journal
Big Earth Data
Published
2024-12-23
DOI
https://doi.org/10.1080/20964471.2024.2435700
Primary Topic
Advanced Technologies in Various Fields
Type
article
Field-Weighted Citation Impact
0.00

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Space-time unified coordinate coding model for digital twin cities

Huangchuang Zhang, Ge Li
Big Earth Data
Advanced Technologies in Various Fields
article

Space-time unified coordinate coding model for digital twin cities

Huangchuang Zhang, Ge Li
article en

Abstract

The data of the digital twin city is voluminous and diverse, with the characteristics of massive, multi-dimensional, real-time, and unstructured. Therefore, how to realize data integration and efficient management is crucial to the value release of the twin system. Based on this, this paper starts from the most basic temporal and spatial attributes of data, and researches the spatio-temporal unified coordinate coding model for digital twin city, in order to support the unified aggregation and association of all kinds of related data, and realize the spatio-temporalization of data, the spatio-temporalization of model and the spatio-temporalization of scene. Inspired by the GeoSOT theoretical system, this paper designs a spatio-temporal unified coordinate coding model with binary bit operation as the core, and constructs the corresponding spatio-temporal grid model. Finally, the correctness and efficiency of the method in this paper are verified by model coding and decoding experiments, query experiments and visualization experiments. The model is expected to provide a basic spatio-temporal guidance framework for spatio-temporal data integration of digital twin cities.

Big Earth Data
Peking University (CN), Peng Cheng Laboratory (CN)
National Natural Science Foundation of China
Sustainable cities and communities
Openalex Percentile: Top 78%
Advanced Technologies in Various Fields
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Space-time unified coordinate coding model for digital twin cities — Huangchuang Zhang, Ge Li · Big Earth Data (2024) | TGRS Research Map | TGRS