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YouTube

Geospatial Standards for Data Science - Dr. Gobe Hobona, OGC

Alan Turing Institute via YouTube

Overview

Explore the role of geospatial standards in data science through this 48-minute conference talk by Dr. Gobe Hobona from the Open Geospatial Consortium (OGC). Delve into the increasing importance of geospatial data across various sectors and the need for efficient data sharing through international standards. Learn about the growth of geospatial data sources and how international standards enable data scientists to leverage these sources effectively. Discover the impact of geospatial standardization in areas such as Machine Learning, Cloud Computing, Discrete Global Grid Systems, and Linked Data on the field of Data Science. Gain insights into the OGC's mission, the challenges of geospatial interoperability, and the application of OGC standards in data science. Examine specific topics including Observations and Measurements, Sensor Web Enablement, Semantic Sensor Network Ontology, Geospatial Coverages, Earth Science Data Analytics, Moving Features Standard, and Cloud Computing. Understand the latest technology trends and working groups in the geospatial domain, providing a comprehensive overview of the intersection between geospatial standards and data science.

Syllabus

Intro
Overview
Mission of the Open Geospatial Consortium
About the OGC
Geospatial Information is Everywhere
Addressing the Geospatial Interoperability Challenge
What is an OGC Standard?
Leveraging OGC Standards for Data Science
Observations and Measurements
Examples of Sensor Web Enablement Implementations
Semantic Sensor Network Ontology
Time Ontology in OWL
Geospatial Coverages
Geospatial Data Cubes
Earth Science Data Analytics
Example DGGS
Standardising Discrete Global Grid Systems
OGC Moving Features Standard
Moving Features: one trajectory, one geometry
Moving Features: Two trajectories
Cloud Computing
Machine Learning for Geospatial Data Science
Example: Classification Output (2)
Examples of Recent Engineering Reports
OGC Technology Trends Analysis
Example OGC Working Groups
Conclusions

Taught by

Alan Turing Institute

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