B. Poduval, R. McPherron, R. Walker, M. D. Himes, K. M. Pitman, A. Azari, C. Shneider, A. Tiwari, S. Kapali, G. Bruno, M. Georgoulis, O. Verghoglyadova, J. Borovsky, G. Lapenta, J. Liu, T. Alberti, P. Wintoft, S. Wing, R. Shuping
{"title":"AI-ready Data in Solar Physics and Space Science: Concerns, Mitigation and Recommendations","authors":"B. Poduval, R. McPherron, R. Walker, M. D. Himes, K. M. Pitman, A. Azari, C. Shneider, A. Tiwari, S. Kapali, G. Bruno, M. Georgoulis, O. Verghoglyadova, J. Borovsky, G. Lapenta, J. Liu, T. Alberti, P. Wintoft, S. Wing, R. Shuping","doi":"10.3847/25c2cfeb.2f4e60a3","DOIUrl":null,"url":null,"abstract":"Numerous ground-based and space-borne measurements of various phenomena in space and on Earth have accumulated enormous volumes of time series data and imagery. Extracting information or knowledge discovery from such extensive data sets is a formidable task","PeriodicalId":268150,"journal":{"name":"Vol. 55, Issue 3 (Heliophysics 2024 Decadal Whitepapers)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Vol. 55, Issue 3 (Heliophysics 2024 Decadal Whitepapers)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3847/25c2cfeb.2f4e60a3","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
Numerous ground-based and space-borne measurements of various phenomena in space and on Earth have accumulated enormous volumes of time series data and imagery. Extracting information or knowledge discovery from such extensive data sets is a formidable task