2007 · 45 citations · 22 references
Natural SciencesEarth SciencesGeologyPlanetary AstronomyPlanetary GeologyPlanetary ScienceExploration GeologyPlanetary ExplorationPlanetary Remote SensingPlanetary SurfacesSpace ExplorationSubsurface ExplorationExplorationExploration MissionsMission Concept DevelopmentOrbital ReconnaissancePlanetary Autonomous SciencePlanetary Mission DesignReconnaissanceReconnaissance Techniques
A fundamentally new (scientific) reconnaissance mission concept, termed tier-scalable reconnaissance, for remote planetary (including Earth) atmospheric, surface and subsurface exploration recently has been devised that soon will replace the engineering and safety constrained mission designs of the past, allowing for optimal acquisition of geologic, paleohydrologic, paleoclimatic, and possible astrobiologic information of Venus, Mars, Europa, Ganymede, Titan, Enceladus, Triton, and other extraterrestrial targets. This paradigm is equally applicable to potentially hazardous or inaccessible operational areas on Earth such as those related to military or terrorist activities, or areas that have been exposed to biochemical agents, radiation, or natural disasters. Traditional missions have performed local, ground-level reconnaissance through rovers and immobile landers, or global mapping performed by an orbiter. The former is safety and engineering constrained, affording limited detailed reconnaissance of a single site at the expense of a regional understanding, while the latter returns immense datasets, often overlooking detailed information of local and regional significance.
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Neural networks for pattern recognition
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