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首页> 外文期刊>Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of >FluxDataONE: An Integrated Solution for the Management, Visualization, and Analysis of Flux Data for Agricultural and Ecological Studies
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FluxDataONE: An Integrated Solution for the Management, Visualization, and Analysis of Flux Data for Agricultural and Ecological Studies

机译:FluxDataONE:用于农业和生态研究的通量数据管理,可视化和分析的集成解决方案

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摘要

Determining water flux as well as emission and uptake rates of various greenhouse gases, including , , and , is one of the key research issues when performing agricultural and ecological research in relation to global change. There are four important and desired functions for the community to effectively collaborate with each other when performing studies in this area: metadata description, data interchange speciation, relational database, and online analysis. Since these four are still not fully available among the flux data networks, the design goal of FluxDataONE is to demonstrate an integrated solution for the management, visualization, and analysis of flux data when fulfilling large-scale collaborative agricultural and ecological studies. The major components of FluxDataONE are metadata description standard dedicated for flux data, flux data interchange specification, a relational database-based flux data storage solution, a versatile way to integrate analysis function modules, and finally an integrated research environment for flux data discovery, visualization, and analysis. This paper introduces the system design, the recent progress, and a research use case. FluxDataONE is promising in improving the research efficiency, enabling large-scale collaborative research, and accelerating the scientific insights for the agricultural and ecology communities.
机译:在进行与全球变化有关的农业和生态研究时,确定水通量以及各种温室气体(包括和)的排放和吸收率是关键的研究问题之一。在此领域进行研究时,社区有四个重要且理想的功能可以有效地彼此协作:元数据描述,数据交换形式,关系数据库和在线分析。由于这四个通量数据网络中仍未完全可用,因此FluxDataONE的设计目标是演示在完成大规模农业和生态合作研究时通量数据的管理,可视化和分析的集成解决方案。 FluxDataONE的主要组件包括专用于通量数据的元数据描述标准,通量数据交换规范,基于关系数据库的通量数据存储解决方案,集成分析功能模块的通用方法以及最终用于通量数据发现,可视化的集成研究环境和分析。本文介绍了系统设计,最新进展和研究用例。 FluxDataONE在提高研究效率,实现大规模协作研究以及加速对农业和生态社区的科学见解方面很有前途。

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