Synthetic Geospatial Data Generation Tool
Synthetic Geospatial Data Generation Tool
technology application

Synthetic Geospatial Data Generation Tool

2
domains
12
stories
6
SDGs
updatedSep 15, 2022
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A set of machine learning tools used for generating and preprocessing synthetic geospatial data, supporting geo-informational systems while protecting privacy. Applications may range from monitoring and decision-making in urban development, to governance, supply-chains or other location-based uses.
A set of machine learning tools used for generating and preprocessing synthetic geospatial data, supporting geo-informational systems while protecting privacy. Applications may range from monitoring and decision-making in urban development, to governance, supply-chains or other location-based uses.

A set of machine learning tools used to generate and preprocess synthetic geospatial data. This solution is necessary due to privacy concerns as well as the large amounts of data that lack initial geospatial information, such as origin/destination points, which thwarts the progress of geo-informational systems (GIS). This application proposes preprocessing and synthetically generating data for algorithm implementation, using scatter, clustering, and routing techniques to generate geospatial information. Geospatial data generation assists with urban development and other location-based data-driven decision-making processes that benefit from GIS.

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12 stories
10 organizations
2 technology domains
12 industries
  • Agriculture
  • Defense & Security
  • Environment & Resources
  • Government & Citizenship
  • Manufacturing & Production
  • Mobility
  • Hospitality & Leisure
  • Retail & Logistics
  • Communications
  • Finance
  • Healthcare
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19 topics
  • Agriculture
  • Digital Governance and Society
  • Agricultural-based Economic Development
  • Agricultural Policy and Rural Development
  • Forced Displacement and Migration
  • Green Economy
  • Investments
  • Prevention and Management of Acute Crises and Disasters
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6 SDGs
  • 09 Industry, innovation and infrastructure
  • 11 Sustainable Cities and Communities
  • 13 Climate Action
  • 08 Decent Work and Economic Growth
  • 16 Peace, Justice, and Strong Institutions
  • 17 Partnerships for the Goals