Modernizing the open-source community Noah with multi-parameterization options (Noah-MP) land surface model (version 5.0) with enhanced modularity, interoperability, and applicability

IF 4 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Geoscientific Model Development Pub Date : 2023-09-08 DOI:10.5194/gmd-16-5131-2023
Cenlin He, Prasanth Valayamkunnath, M. Barlage, Fei Chen, David Gochis, Ryan Cabell, Tim Schneider, Roy Rasmussen, Guo-Yue Niu, Zong-Liang Yang, D. Niyogi, Michael Ek
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引用次数: 3

Abstract

Abstract. The widely used open-source community Noah with multi-parameterization options (Noah-MP) land surface model (LSM) is designed for applications ranging from uncoupled land surface hydrometeorological and ecohydrological process studies to coupled numerical weather prediction and decadal global or regional climate simulations. It has been used in many coupled community weather, climate, and hydrology models. In this study, we modernize and refactor the Noah-MP LSM by adopting modern Fortran code standards and data structures, which substantially enhance the model modularity, interoperability, and applicability. The modernized Noah-MP is released as the version 5.0 (v5.0), which has five key features: (1) enhanced modularization as a result of re-organizing model physics into individual process-level Fortran module files, (2) an enhanced data structure with new hierarchical data types and optimized variable declaration and initialization structures, (3) an enhanced code structure and calling workflow as a result of leveraging the new data structure and modularization, (4) enhanced (descriptive and self-explanatory) model variable naming standards, and (5) enhanced driver and interface structures to be coupled with the host weather, climate, and hydrology models. In addition, we create a comprehensive technical documentation of the Noah-MP v5.0 and a set of model benchmark and reference datasets. The Noah-MP v5.0 will be coupled to various weather, climate, and hydrology models in the future. Overall, the modernized Noah-MP allows a more efficient and convenient process for future model developments and applications.
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通过多参数化选项(Noah MP)实现开源社区Noah的现代化陆地表面模型(版本5.0),增强了模块性、互操作性和适用性
摘要广泛使用的开源社区Noah多参数化选项(Noah- mp)陆地表面模型(LSM)设计用于从非耦合陆地表面水文气象和生态水文过程研究到耦合数值天气预报和年代际全球或区域气候模拟等应用。它已被用于许多耦合的社区天气、气候和水文模型。在本研究中,我们通过采用现代Fortrancode标准和数据结构对Noah-MP LSM进行了现代化和重构,从而大大增强了模型的模块化、互操作性和适用性。现代化的诺亚mp作为5.0版本(v5.0)发布,它有五个关键特性:(1)由于将模型物理重新组织到单个进程级Fortran模块文件中,增强了模块化;(2)增强了数据结构,具有新的分层数据类型和优化的变量声明和初始化结构;(3)利用新的数据结构和模块化,增强了代码结构和调用工作流;(4)增强了(描述性和自解释性)模型变量命名标准;(5)与主机天气、气候和水文模式耦合的驱动和界面结构增强。此外,我们还创建了一个全面的Noah-MP v5.0技术文档和一组模型基准和参考数据集。在未来,诺亚mp 5.0将与各种天气、气候和水文模型相结合。总的来说,现代化的诺亚- mp为未来的模型开发和应用提供了更有效和方便的过程。
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来源期刊
Geoscientific Model Development
Geoscientific Model Development GEOSCIENCES, MULTIDISCIPLINARY-
CiteScore
8.60
自引率
9.80%
发文量
352
审稿时长
6-12 weeks
期刊介绍: Geoscientific Model Development (GMD) is an international scientific journal dedicated to the publication and public discussion of the description, development, and evaluation of numerical models of the Earth system and its components. The following manuscript types can be considered for peer-reviewed publication: * geoscientific model descriptions, from statistical models to box models to GCMs; * development and technical papers, describing developments such as new parameterizations or technical aspects of running models such as the reproducibility of results; * new methods for assessment of models, including work on developing new metrics for assessing model performance and novel ways of comparing model results with observational data; * papers describing new standard experiments for assessing model performance or novel ways of comparing model results with observational data; * model experiment descriptions, including experimental details and project protocols; * full evaluations of previously published models.
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