Blog / Ian Schuler / April 19, 2017
We are on the cusp of a data revolution. We have the technical capability to extract tremendous information and insight from satellite imagery and sensors. Robust cloud infrastructure and powerful open source technology for machine learning and computer vision allow us to do this at scale and at depth. Today we have highly-local, up-to-the minute traffic and weather data in our pockets. This information drives millions of decisions every day. Tomorrow, satellites will deliver critical daily insights to farmers, first responders, investors, and policymakers.
To take part in this data revolution, data providers must change the way that they produce and deliver data. Current methods of data distribution are optimized for our government, university, and research partners. Everyday users demand data that can integrate with their smartphone app or voice assistant. To drive the future, Earth observation (EO) data must be ready for the web. We must rethink how we process, distribute, and archive data. We must revolutionize our methods of drawing insight from this data. And we must be thoughtful about how we deliver these insights to decision makers.
Development Seed is one of dozens of organizations working to build this future. Amazon Web Services (AWS) doesn't simply put satellite data on the cloud; it also convenes users to agree on data conventions that meet the needs of modern web apps. We work with some brilliant people at NASA who are considering how to move more of their data operations onto the cloud. OGC has defined a process for community standards to better support standards development in a world of quickly changing technical realities. Sector-based groups like Radiant are providing the coordination, training, and open software to empower new user communities. And GEO is expanding its reach to engage first-line user communities like the Humanitarian OpenStreetMap Team.
This movement will be on full display at the GEO Data Providers Summit this week. The event will feature people who are rethinking everything from ingest and processing, to pipelines and automation, to analysis and insight generation at scale, to creating usable and insightful interfaces. We are delighted to be part of the conversation. We will share our experiences building user-facing apps like the Astro Digital platform; developer facing resources like sat-utils; machine learning tools like skynet; and data provider platforms like NASA's Cumulus.
This is a timely conversation. Urgent environmental, social, and humanitarian challenges can be better understood and addressed using massive data and computational resources now available to us. The solutions to these challenges will be shaped by the daily decisions of billions of people around the globe. Let's get them the data they need to build a better planet.
Advances in Satellite-Based Land Cover Mapping and Monitoring - Special issue for the journal Remote Sensing
Outcomes of the Forum on Innovation in Remote Sensing Technologies for Accelerated Climate Action, leading to COP26
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