Beyond Design: High-speed Rules of Thumb
Global PCB Connections: A Technical Overview of Long-flex Printed Circuit Boards
The Shaughnessy Report: A Handy Look at Rules of Thumb
Lockheed Martin, NVIDIA Demonstrate AI-Driven Digital Twin With Potential To Advance Predictive Forecasting
January 31, 2024 | Lockheed MartinEstimated reading time: 2 minutes
In a year where the National Oceanic and Atmospheric Administration (NOAA) has reported record ocean temperatures, an innovative project from Lockheed Martin, built in collaboration with NVIDIA, is showing how artificial intelligence can be used to fuse data and detect anomalies in current environmental conditions.
Since 2022, Lockheed Martin has collaborated with NVIDIA to build a prototype of an AI-driven Earth and Space Observing Digital Twin that can:
- Process live streams of incoming weather data, apply AI and machine learning to analyze the data,
- Display current global environmental conditions from satellite and ground-based observations and output from weather forecasting models.
Recently, the project achieved a significant milestone, demonstrating one of NOAA’s critical data pipelines – sea surface temperatures – to highlight multi-sensor fusion from satellite and model data along with short term temperature anomalies.
The Earth and Space Observing Digital Twin aims to provide NOAA with an efficient and centralized approach to fuse and visualize data from various space and earth sensors. The demo showed NOAA and other government customers the potential of using AI to display high-resolution, accurate, and timely depictions of satellites and sensor data.
“A platform such as our digital twin could serve as a one-stop-shop for global weather monitoring and could enable more accurate initial conditions for predictive forecasting,” said Lynn Montgomery, AI research engineer at Lockheed Martin. “Every day, NOAA receives terabytes of weather data from numerous space and Earth-based sensors, and this project helps fuse this information accurately to support timely depiction of global conditions.”
The project uses Lockheed Martin’s OpenRosetta3D software and the NVIDIA Omniverse development platform to build applications that aggregate data in real time. The Digital Twin uses these technologies to advance 4D visualizations and display this information in a digestible format.
“From monitoring current environmental conditions to predicting them, digital twins can help climate and weather enterprises tackle their toughest AI and forecasting challenges,” said Dion Harris, director of accelerated computing product solutions at NVIDIA. “This latest milestone in our collaborative efforts demonstrates how NVIDIA Omniverse can quickly synthesize terabytes of NOAA data from a large number of sources to speed up global weather monitoring and prediction.”
Lockheed Martin’s next plans are to incorporate additional data streams — such as space weather and sea ice concentrations — into the Earth and Space Observing Digital Twin next year.
This project was funded by NOAA SAE Joint Venture Partnerships for the exploration of possibilities for a future state and not a mission itself.
Share on:
Suggested Items
Keysight, Instrumentix Partner to Launch Complete Trade Monitoring Solution for Financial Markets
11/21/2024 | Keysight TechnologiesKeysight Technologies, Inc. expanded its financial capital markets portfolio through a partnership with Instrumentix to introduce a cutting-edge trade solution.
Gartner Forecasts MENA IT Spending to Grow 7.4% in 2025
11/20/2024 | Gartner, Inc.IT spending in the Middle East and North Africa (MENA) region is projected to total $230.7 billion in 2025, an increase of 7.4% from 2024, according to the latest forecast by Gartner, Inc.
ASMPT: Highly Flexible Die and Flip-chip Bonder for Co-packaged Optics Production
11/20/2024 | ASMPTThe high-precision AMICRA NANO die and flip-chip bonder has been specially developed for the production of co-packaged optics where which optical and electronic components are integrated in a common housing. With its exceptional process stability and a placement accuracy of ±0.2 μm @ 3 σ, this innovative bonding system is ideally equipped for the communication technology of the future.
New Ultrafast Memory Boosts Intel Data Center Chips
11/19/2024 | IntelWhile Intel’s primary product focus is on the processors, or brains, that make computers work, system memory (that’s DRAM) is a critical component for performance. This is especially true in servers, where the multiplication of processing cores has outpaced the rise in memory bandwidth (in other words, the memory bandwidth available per core has fallen).
Sluggish Telecom Market Growth Prompts Operators to Become Full-Stack Technology Suppliers
11/18/2024 | IDCWorldwide spending on telecommunications and pay TV services will reach $1,544 billion in 2024, representing an increase of 2.4% year-on-year, according to the Worldwide Semiannual Telecom Services Tracker published by International Data Corporation (IDC).