Efficient access to heterogeneous environmental data repositories through linked data standards

  1. Al-Mobydeen, Shahed Bassam Khalaf
unter der Leitung von:
  1. José Ramón Ríos Viqueira Doktorvater
  2. Manuel Lama Penín Doktorvater

Universität der Verteidigung: Universidade de Santiago de Compostela

Fecha de defensa: 22 von Dezember von 2022

Gericht:
  1. Mariano Fernández López Präsident/in
  2. Julian C. Flores González Sekretär
  3. Raquel Trillo Lado Vocal
Fachbereiche:
  1. Departamento de Electrónica e Computación

Art: Dissertation

Zusammenfassung

This Thesis proposes advances in various components of a new GeoSPARQL query engine, called GeoLD, that enables the efficient integrated querying of heterogeneous environmental datasets, including Vector Features and Raster Coverages, which are available through standard web services of geospatial data infrastructures. The proposed solution enables the access to Raster Coverages by providing a new Coverage to RDF Mapping Language (C2RML), which enables the programmer to incorporate specific vocabularies during the definition of the mapping between the coverage data schema and RDF. New SPARQL operators and a new query optimization strategy provide the algorithms required to reach query response times orders of magnitude faster than those of state of the art technologies. Additionally, contrary to existing approaches, raster data querying is achieved without the need to use large lists of specific raster manipulation functions, which simplifies the programming task.