EarthCube Integration: CyberWay--Integrated Capabilities of EarthCube Building Blocks for Facilitating Cyber-based Innovative Way of Interdisciplinary Geoscience Studies

EarthCube集成：Cyber​​Way——EarthCube构建模块的集成能力，促进基于网络的跨学科地球科学研究创新方式

• 批准号: 1740693
• 负责人: Liping Di
• 金额: $ 110万
• 依托单位: George Mason University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2017
• 资助国家: 美国
• 起止时间: 2017-10-01 至 2020-09-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1740693&HistoricalAwards=false
• 关键词: EarthCube; Integration; CyberWay; Integrated; Capabilities

This NSF EarthCube project, termed "CyberWay," facilitates interdisciplinary geoscience research with data/service/product interoperability in discovery, access, and data processing, enabling the work on grand challenge geoscience questions from a multidisciplinary perspective, and fostering interoperability and collaboration across existing EarthCube building blocks.This project seeks to build a system of systems, named "CyberWay," through integrating the capabilities and systems of multiple existing EarthCube building blocks, particularly BCube, CyberConnector, CHORDS, and GeoWS. BCube enables broker-based data discovery. CyberConnector unifies pre-processing, production virtualization, geoprocessing modeling, and data discovery, access, and interoperability through open geospatial standards. CHORDS connects small instruments and sensors to the Internet in real time. GeoWS provides a framework and infrastructure for data management and distribution with unified RESTful interfaces. Selected capabilities from other building blocks will be also integrated through standard service interfaces. Additional services will be developed to meet specific requirements identified for particular geoscience use cases.

这个名为“CyberWay”的NSF EarthCube项目通过数据/服务/产品在发现、访问和数据处理方面的互操作性来促进跨学科的地球科学研究，从多学科的角度支持重大挑战地球科学问题的工作，并促进现有EarthCube构建块之间的互操作性和协作。该项目寻求通过集成多个现有EarthCube构建块(特别是BCube、CyberConnector、Chord和GeoWS)的功能和系统来构建一个名为“CyberWay”的系统系统。BCube支持基于代理的数据发现。CyberConnector通过开放的地理空间标准统一了预处理、生产虚拟化、地理处理建模以及数据发现、访问和互操作性。和弦将小型仪器和传感器实时连接到互联网。GeoWS通过统一的RESTful接口为数据管理和分发提供了一个框架和基础设施。从其他构建块中选择的功能也将通过标准服务接口进行集成。将开发更多服务，以满足为特定地球科学使用案例确定的具体要求。

项目成果

Advanced Cyberinfrastructure to Enable Search of Big Climate Datasets in THREDDS

• DOI: 10.3390/ijgi8110494
• 发表时间: 2019-11
• 期刊: ISPRS Int. J. Geo Inf.
• 作者: Juozas Gaigalas;L. Di;Ziheng Sun

Advanced cyberinfrastructure for intercomparison and validation of climate models

• DOI: 10.1016/j.envsoft.2019.104559
• 发表时间: 2020
• 期刊: Environ. Model. Softw.
• 作者: Ziheng Sun;L. Di;B. Cash;Juozas Gaigalas

Geoweaver: Advanced Cyberinfrastructure for Managing Hybrid Geoscientific AI Workflows

• DOI: 10.3390/ijgi9020119
• 发表时间: 2020-02-01
• 期刊: ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION
• 影响因子: 3.4
• 作者: Sun, Ziheng;Di, Liping;Magill, Andrew B.
• 通讯作者: Magill, Andrew B.

GeoFairy2: A Cross-Institution Mobile Gateway to Location-Linked Data for In-Situ Decision Making

• DOI: 10.3390/ijgi10010001
• 发表时间: 2020-12
• 期刊: ISPRS Int. J. Geo Inf.
• 作者: Ziheng Sun;L. Di;Sreten Cvetojevic;Zhiqi Yu

Using long short-term memory recurrent neural network in land cover classification on Landsat and Cropland data layer time series

• DOI: 10.1080/01431161.2018.1516313
• 发表时间: 2018-10
• 期刊: International Journal of Remote Sensing
• 影响因子: 3.4
• 作者: Ziheng Sun;L. Di;Hui Fang