AWS Public Sector Blog
Tag: weather
Building cloud-based community knowledge about machine learning to predict and understand extreme weather
The National Center for Atmospheric Research (NCAR) is a federally funded research and development center sponsored by the National Science Foundation. It engages in large-scale Earth system science research projects in collaboration with the broader university community. NCAR hosts visitors from around the world, develops community models including the Community Earth System Model and the Weather Research and Forecasting Model, and maintains supercomputers, observational systems, and aircraft to support further study on the how the planet works. As part of the Amazon Sustainability Data Initiative, we invited Dr. David John Gagne, machine learning (ML) scientist at NCAR, to share how open data and machine learning on AWS are impacting the way we predict and understand extreme weather.
Himawari-8: Enabling access to key weather data
Last December, AWS announced the expansion of its collaboration with the U.S. NOAA to make environmental data easier to access and use through the Big Data Program. Users can now access new, authoritative NOAA data on AWS without needing to download and store their own copies. Researchers and entrepreneurs can deploy compute resources on-demand in the cloud, perform analysis quickly and efficiently, and save costs by letting researchers ask more questions and experiment more easily. One of the foundational datasets now available on AWS through this collaboration is Himawari-8, the Japan Meteorological Agency’s satellite dataset.
Learning about AWS sustainability datasets at “Code Green” workshop and hackathon
At the 2019 re:Invent conference in Las Vegas, Amazon Sustainability and the Amazon Sustainability Data Initiative (ASDI) hosted a four-hour workshop and hackathon to showcase ASDI’s collection of sustainability-related datasets and new ways to put those datasets to use. Called “Code Green,” the event also introduced conference attendees and participants to geospatial weather and climate data on Amazon Web Services (AWS).
New Tools for Using Real-Time and Archived NEXRAD Weather Data on AWS
In October, we announced that the real-time feed and full historical archive of original resolution (Level II) NEXRAD data is freely available on Amazon Simple Storage Service (Amazon S3) for anyone to use. The Next Generation Weather Radar (NEXRAD) is a network of 160 high-resolution Doppler radar sites that enables severe storm prediction and is […]