文章基本信息

标题：Virtual Observation System for Earth System Model: An Application to ACME Land Model Simulations
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作者：Dali Wang ; Fengming Yuan ; Benjamin Hernandez 等
期刊名称：International Journal of Advanced Computer Science and Applications(IJACSA)
印刷版ISSN：2158-107X
电子版ISSN：2156-5570
出版年度：2017
卷号：8
期号：2
DOI：10.14569/IJACSA.2017.080223
出版社：Science and Information Society (SAI)
摘要：Investigating and evaluating physical-chemical-biological processes within an Earth system model (EMS) can be very challenging due to the complexity of both model design and software implementation. A virtual observation system (VOS) is presented to enable interactive observation of these processes during system simulation. Based on advance computing technologies, such as compiler-based software analysis, automatic code instrumentation, and high-performance data transport, the VOS provides run-time observation capability, in-situ data analytics for Earth system model simulation, model behavior adjustment opportunities through simulation steering. A VOS for a terrestrial land model simulation within the Accelerated Climate Modeling for Energy model is also presented to demonstrate the implementation details and system innovations.
关键词：thesai; IJACSA Volume 8 Issue 2; Earth System Modeling; Accelerated Climate Modeling for Energy; In-Situ Data Analytics; Virtual Observation System; Functional Unit Testing