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Tomaz Podobnikar - Harmonizing Earth Observation Data for Enhanced Spatial Analysis, Häftad

Häftad, Engelska, 2027

Harmonizing Earth Observation Data for Enhanced Spatial Analysis

Av Tomaz Podobnikar

Del i serien Earth Observation

2439 kr

Kommande

Beskrivning
Harmonizing Earth Observation Data for Enhanced Spatial Analysis explores the critical aspects of Earth observation (EO) data and its pivotal role in spatial analysis. Addressing fundamental aspects of EO data, the book emphasizes the importance of reliable, high-quality information for meaningful analysis. It reviews the interaction and integration of various datasets, highlighting the necessity of combining diverse sources to enhance analytical outcomes. In addition, sections cover essential techniques such as downscaling, generalization, and upscaling, providing insights into how these processes can optimize data usability while maintaining integrity. A significant focus is placed on harmonization, detailing strategies to reduce uncertainty and improve consistency across multidimensional datasets. This interoperability is crucial for effective spatial analysis, which relies on coherent datasets to derive actionable insights. Additionally, the book discusses the interplay between EO and geospatial data, illustrating how their integration can enhance analytics capabilities. It presents comprehensive workflows, tools and applications that facilitate advanced spatial analysis, equipping researchers and practitioners with the necessary resources to harness EO data effectively.

  • Provides a comprehensive understanding of how to harmonize various types of EO data, enabling readers to effectively combine spatial and temporal datasets from different sources
  • Presents a diverse, multidisciplinary range of perspectives, methodologies, and case studies to ensure that the content is both rich and applicable to a wide range of geospatial challenges
  • Equips both EO/geospatial specialists and non-specialists with the knowledge to understand, interpret, and seamlessly integrate various types of spatial data to produce results that better meet end-user expectations and make more informed decisions
Produktinformation
  • Utgivningsdatum: 2027-04-01
  • Mått: 152 x 229 x undefined mm
  • Format: Häftad
  • Språk: Engelska
  • Serie: Earth Observation
  • Antal sidor: 325
  • Förlag: Elsevier Science
  • ISBN: 9780443417306
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Mer om författaren

Tomaž Podobnikar is a geospatial information expert, currently work as lecturer at Faculty of Information Studies, and as undersecretary at Ministry of Spatial Planning, both Slovenia. He has experience in the areas of geospatial, environmental, natural and social sciences, EO, hazard and risk management, etc. from academic, governmental, international and consulting organizations. Career highlights include fieldwork in ecological, archaeological, anthropological and geomorphological mapping, geodetic survey and humanitarian, in resource-limited settings. Documented methods: [1] spatial data integration/conflation with semantic enrichment to reduce the cost of DEM up to 25-times, realized for the National DEM and implemented into the EU and Google Earth models; [2] geomorphometry based index for feature detection and recognition, used in the Esri World Topographic Map; [3] methodology to process geospatial data with special tools to make them ‘analytics ready’, realized for the spatial data infrastructure. Awarded with over 25 competitive grants including Skolkovo Innovation Center and Fulbright.

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