地球系统建模框架:用于高性能天气和气候模型的互操作性基础设施

C. DeLuca
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引用次数: 0

摘要

由于必须模拟的过程的复杂性和多样性,天气预报和气候建模是一个巨大的挑战问题。由于需要提供准确的天气和季节预报、长期气候预测以及有关干旱和洪水等社会影响的信息,地球系统建模社区需要更精细的分辨率网格和更快的执行时间。这些模拟中使用的模型通常是由专家团队编写的,每个团队专注于一个特定的物理领域,如大气、海洋或海冰。这些专门的组件在它们的表面相遇的地方连接起来,形成复合模型,这些模型在很大程度上是自一致的,并允许重要的跨域反馈。由于组件通常是独立开发的,因此需要标准组件接口和“耦合”软件来转换和传输数据,以便输出与组合建模系统中的预期输入相匹配。地球系统建模框架(ESMF)项目开始于2002年,作为一个多机构的努力,定义了一个标准的组件接口和体系结构,并汇集资源,为网格重新映射、时间管理和I/O等公共功能开发可共享的实用程序。ESMF开发团队负责使基础设施足够通用,以适应许多不同的数值方法和遗留建模系统,并使其可靠、可移植、文档完备、准确和高性能。为了满足这一要求,开发团队需要开发创新的数值和计算方法,一种正式而严格的互操作性方法,以及提高软件质量的分布式开发和测试过程。ESMF已经发展成为美国气候和天气社区的主要框架,用户包括海军、NASA、国家气象局和由国家科学基金会支持的社区模型。在这次演讲中,我们将介绍ESMF的发展、方法和未来计划。
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The earth system modeling framework: interoperability infrastructure for high performance weather and climate models
Weather forecasting and climate modeling are grand challenge problems because of the complexity and diversity of the processes that must be simulated. The Earth system modeling community is driven to finer resolution grids and faster execution times by the need to provide accurate weather and seasonal forecasts, long term climate projections, and information about societal impacts such as droughts and floods. The models used in these simulations are generally written by teams of specialists, with each team focusing on a specific physical domain, such as the atmosphere, ocean, or sea ice. These specialized components are connected where their surfaces meet to form composite models that are largely self-consistent and allow for important cross-domain feedbacks. Since the components are often developed independently, there is a need for standard component interfaces and "coupling" software that transforms and transfers data so that outputs match expected inputs in the composite modeling system. The Earth System Modeling Framework (ESMF) project began in 2002 as a multi-agency effort to define a standard component interface and architecture, and to pool resources to develop shareable utilities for common functions such as grid remapping, time management and I/O. The ESMF development team was charged with making the infrastructure sufficiently general to accommodate many different numerical approaches and legacy modeling systems, as well as making it reliable, portable, well-documented, accurate, and high performance. To satisfy this charge, the development team needed to develop innovative numerical and computational methods, a formal and rigorous approach to interoperability, and distributed development and testing processes that promote software quality. ESMF has evolved to become the leading U.S. framework in the climate and weather communities, with users including the Navy, NASA, the National Weather Service, and community models supported by the National Science Foundation. In this talk, we will present ESMF's evolution, approach, and future plans.
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