Connect the Dots: Designing for Reality—Surface Finish
Fresh PCB Concepts: Tariffs and the Importance of a Diverse Supply Chain
Elementary Mr. Watson: The Road Ahead—Advances in PCB Design Technology
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
Optical Transceiver Shipments Projected to Grow by 56.5% in 2025
02/05/2025 | TrendForceWhile DeepSeek has successfully reduced AI training costs, the broader cost reduction of AI models is expected to expand application scenarios and drive an increase in global data center deployments.
SMTA Chapters: A Bold, New Direction
02/05/2025 | Nolan Johnson, SMT007 MagazineSince joining SMTA as director of chapter relations about seven months ago, Alicia Yao has had some immediate and definite impact. Her background includes management in the luxury product retail space which, if one reflects on it, provides philosophical parallels to customer relationship building in electronics assembly.
Swissbit Unveils PCIe Gen4 SSD A1200
02/04/2025 | SwissbitSwissbit introduces the latest addition to its PCIe portfolio, the new A1200. The PCIe Gen4 M.2 SSD is designed to meet the demands of high-performance, mission-critical applications, focusing on consistent performance, low latency, and data integrity.
It’s Only Common Sense: When Data Isn’t Enough, Trust Your Gut
02/03/2025 | Dan Beaulieu -- Column: It's Only Common SenseWe live in a world driven by data. Numbers, charts, algorithms, and analytics are the backbone of modern decision-making. Despite data’s crucial role, we often undervalue intuition, your gut instinct: that deep unquantifiable feeling that nudges you toward one choice over another when the numbers alone don’t provide clarity. Trusting your gut doesn’t mean abandoning data; it’s recognizing that decision-making is as much an art as a science. Let’s explore why intuition matters and how to balance data and instinct.
DesignCon 2025, Day 2: It’s All About AI
01/30/2025 | Marcy LaRont, I-Connect007It’s hard to get away from the topic of artificial intelligence, but why would you? It’s everywhere and in everything, and my time attending presentations about AI at DesignCon 2025 was well worth it. The conference’s agenda featured engaging presentations and discussions focused on the technological advancements in AI, big data centers, and memory innovations, emphasizing the critical relationship between processors and circuit boards.