Location and AI — academy.ogc.org

Introduction

AI is helping to automate tasks, improve efficiency, and streamline operations. It is particularly useful for tasks involving large amounts of data and data analysis, and in high-dimensional spaces.

Eg

• analyze traffic patterns and optimize public transport routes.
• monitors crop health, predicts yields
• changes in land use, deforestation, and habitat loss
• to optimize the placement of renewable energy sources
• autonomous boats to collect trash from the seas

AI and Geospatial Data

AI → Machine learning → Deep learning → Generative AI → LLM.