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Elements: Open-Source Cyberinfrastructure as a Decision Engine for Socioeconomic Disaster Risk (DESDR)

Elements: Open-Source Cyberinfrastructure as a Decision Engine for Socioeconomic Disaster Risk (DESDR)
要素:开源网络基础设施作为社会经济灾害风险决策引擎 (DESDR)
批准号:
2103794
负责人:
Daniel Osgood
金额:
$60.0万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2021
资助国家:
美国
项目状态:
已结题
起止时间:
2021-10-01 至 2024-09-30

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中文摘要
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英文摘要
Natural disasters can have long-lasting financial consequences for vulnerable populations such as farmers, but disparate disaster impacts make the accurate and timely deployment of limited resources such as disaster funding and relief very difficult. This project will develop an open-source suite of cyberinfrastructure tools, called the Decision Engine for Socioeconomic Disaster Risk (DESDR), to fill data voids by collecting and cleaning disaster risk data directly from affected populations. As well, the project will combine those data with satellite data to provide farmers and others with data and tools to make better informed decisions about disaster risk management. Existing approaches for disaster detection, mapping, and prediction primarily rely on satellite and sensor data that are susceptible to errors and do not measure how disasters directly affect regions and individuals. This project will develop open-source software infrastructure employing data from rural populations, and then use the data to build more accurate disaster risk models. The cyberinfrastructure, DESDR, will provide a scalable, customizable data collection platform using mobile messaging services that take local incentives and community norms into account, and will be used to gather data on from affected communities. A data visualization and cleaning platform will enable local partners and researchers to cross-reference the data with satellite and sensor data sources, and to identify and clean data errors. A database architecture will store the data in an interoperable format. And, a web-based interface will provide government agencies, policy makers, researchers, and other stakeholders the ability to interactively create and back-test disaster risk models. DESDR will be disseminated as open-source, ready-to-deploy software to a user community of governmental meteorological agencies, humanitarian program officers, insurers and affiliated agricultural and social scientists. By combining these tools into an integrated, extensible process cyberinfrastructure, DESDR will directly involve vulnerable populations in the design of solutions, enabling disaster risk managers to scale up critical relief programs to reach multitudes of farmers and others while providing an unprecedented voice to the project beneficiaries.This project is funded by the Office of Advanced Cyberinfrastructure in the Directorate for Computer and Information Science and Engineering, and by the Division of Social and Economic Sciences in the Directorate for Social, Behavioral & Economic Sciences.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(1)
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会议论文
Reptile: Aggregation-level Explanations for Hierarchical Data
Reptile:分层数据的聚合级解释
DOI: 10.1145/3514221.3517854
发表时间: 2022
期刊: SIGMOD
影响因子: --
作者: [Huang, Zezhou, Wu, Eugene]
通讯作者: Wu, Eugene
国内基金
海外基金
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