{"title":"Putting It All Together: A Data Science Pipeline for Linked Earth Observation Data","authors":"Manolis Koubarakis","doi":"10.1145/3581906.3581923","DOIUrl":null,"url":null,"abstract":"The previous chapters argued that Semantic Web and Linked Data technologies are the right tools for developing geospatial applications. Using a hands-on approach, we presented the state-of-the-art models and languages for linked geospatial data together with innovative tools that implement them. Since 2010, we have used these tools to implement Earth Observation (EO) applications following the data science pipeline that is shown in Figure 16.1 [Koubarakis et al. 2016]. The following sections explain how. Putting It All Together: A Data Science Pipeline for Linked Earth Observation Data","PeriodicalId":433742,"journal":{"name":"Geospatial Data Science","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Geospatial Data Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3581906.3581923","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The previous chapters argued that Semantic Web and Linked Data technologies are the right tools for developing geospatial applications. Using a hands-on approach, we presented the state-of-the-art models and languages for linked geospatial data together with innovative tools that implement them. Since 2010, we have used these tools to implement Earth Observation (EO) applications following the data science pipeline that is shown in Figure 16.1 [Koubarakis et al. 2016]. The following sections explain how. Putting It All Together: A Data Science Pipeline for Linked Earth Observation Data
前面的章节认为语义网和关联数据技术是开发地理空间应用程序的正确工具。通过实际操作的方法,我们介绍了用于链接地理空间数据的最先进的模型和语言,以及实现它们的创新工具。自2010年以来,我们已经使用这些工具按照图16.1所示的数据科学管道来实现地球观测(EO)应用程序[Koubarakis et al. 2016]。下面几节将解释如何实现。把它放在一起:连接地球观测数据的数据科学管道