In:
Informatik Spektrum, Springer Science and Business Media LLC, Vol. 45, No. 5 ( 2022-10), p. 300-303
Abstract:
Interactive exploration of Earth system simulations may have great potential to improve the scientific modeling process. It will allow monitoring of the state of the simulation via dashboards presenting real-time diagnostics within a digital twin world. We present the state of the art for Earth system modeling in this context. Cross-domain data handling and fusion will make it possible to integrate model and observation data in the context of digital twins of the ocean. Domain-driven modularization of monolithic Earth system models allows one to recover interfaces for such a cross-domain fusion. Reverse engineering with static and dynamic analysis enables modularization of Earth system models. The modularization does not only help with restructuring existing Earth system models, it also makes it possible to integrate additional scientific domains into the interactive simulation environment.
Type of Medium:
Online Resource
ISSN:
0170-6012
,
1432-122X
DOI:
10.1007/s00287-022-01490-z
Language:
English
Publisher:
Springer Science and Business Media LLC
Publication Date:
2022
detail.hit.zdb_id:
134234-4
detail.hit.zdb_id:
1459197-2
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