AIで地球観測衛星をより賢く:NASAの新試験(How NASA Is Testing AI to Make Earth-Observing Satellites Smarter)

2025-07-24 NASA

NASAは、地球観測衛星にAIを搭載し、自律的に観測対象を選定する「Dynamic Targeting」技術を開発・初飛行試験した。衛星が軌道上で90秒以内に画像解析を行い、雲を避けて最適な撮影地点を自動判断する仕組みで、人の指示なしに運用されたのは初。従来は約3分の2の観測が雲で無効だったが、AIにより晴天かつ重要地点を優先的に撮影可能となる。森林火災や噴火など短期間で変化する自然現象の即時観測が期待される。

AIで地球観測衛星をより賢く:NASAの新試験(How NASA Is Testing AI to Make Earth-Observing Satellites Smarter)This graphic shows how JPL’s Dynamic Targeting uses a lookahead sensor to see what’s on a satellite’s upcoming path. Onboard algorithms process the sensor’s data, identifying clouds to avoid and targets of interest for closer observation as the satellite passes overhead. NASA/JPL-Caltech

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CogniSAT-6における動的標的追尾の飛行 – アップデート Flight of Dynamic Targeting on CogniSAT-6 – Update

Steve Chien, Itai Zilberstein, Alberto Candela, David Rijlaarsdamb, Amaury Perrocheau, Aubrey Dunne, Tom Hendrix, Oriol Cortés Grau, Alexandre Gol i Mestre, Manel Pedra Bové, Oriol Aragon, Juan Puig Miquel
18 th International Conference on Space Operations, Montreal, Canada, 26 – 30 May 2025

Abstract

Dynamic targeting (DT) is a spacecraft autonomy concept in which lookahead sensor data is acquired and rapidly analyzed and used to drive subsequent observation. We describe the Low Earth Orbit application of this approach in which lookahead imagery is analyzed to detect clouds, thermal anomalies, or land use cases to drive higher quality near nadir imaging. Use cases for such a capability include: cloud avoidance, storm hunting, search for planetary boundary layer events, plume study, and beyond. The DT concept requires a lookahead sensor or agility to use a primary sensor in such a mode, edge computing to analyze images rapidly onboard, and a primary followup sensor. Additionally, an inter-satellite or low latency communications link can be leveraged for cross platform tasking. We describe implementation in progress to fly DT in late Spring 2025 on the CogniSAT-6 (Ubotica/Open Cosmos) spacecraft that launched in March 2024 on the SpaceX Transporter-10 launch.

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