Space Situational Awareness Venn Diagram
Please see (and widely share) the attached Venn Diagram:
- We have the set of all things (events and processes) that occur in the space domain. It is impossible for us to actually, completely, know this set for a variety of reasons. For one, we do not know all things about life, the universe, nature, etc. For another, our sensors don’t measure everything and beyond that, all sensors have finite resolution, accuracy, and precision.
- From (1) we have a subset comprising those things we model or believe is happening. You will notice how this sub-set extends outside of the total events and processes. Why? Because there are hypotheses we have and model which are actually not true and physically impossible and/or inaccurate. You will also notice that any given time, our measurements do not fully inform us of our total set of beliefs. One would hope to mitigate or minimize this by gathering as much data from as many sources as possible…in other words, ideally what we hypothesize and what we measure, coincide.
- From (1) we have a subset comprising those thing we measure. You will notice how this sub-set extends outside of the total events and processes. Why? Because sensors are corrupted by noise and are biased and report apparent events or processes that never really occurred. You will also notice how there are things we measure that we do not hypothesize or model. Why? See (2). There are things that we observe that we cannot explain and for which we have no model or hypothesis. This is the job of scientific research, to extend our body of knowledge (our beliefs).
There you have it…where (2) AND (3) overlap, these are the things we know that we know. There is another subset of things in (2) that we believe but we know we have not measured and thus comprise things that we know we do not know (or known unknowns). Then there is a subset in (3) that we have measured but we have not hypothesized and therefore things we do not know that we actually know (or unknown knows).
Human Renaissance: Entrepreneur, Advisor, Analyst, Engineer, Innovator, Disruptor, Success Enabler, Investor, Futurist, Space
5yExcellent. Accurate Space Situational Awareness is essential to enable effective decisions. This is important work. Thank You 🙏🌌😎
Strategist for Operational Support DOD - Volunteer. DAF IAMD-EW NC3 - JADC2 - NC3 Mosaic Warfare Mission Decision Centered with STITCHES as a Mission Integrator
5yVery useful, simple, and general diagram of the Space Situational Awareness SSA. In my opinion, the diagram is according with the definition of SSA of the Joint Forces for Space Operations: "Situational awareness is the requisite foundational, current, and predictive knowledge and characterization of space objects and the Operational Environment (OE) upon which space operations depend" (Joint, 2018)
Catalysing the journey to data driven cultures by design using Human Centric Analytics. Proud to be dyspraxic/dyslexic and tail end menopausal! I heat the sea!
6yReminds me of the philosophy of critical realism (Roy Bhaskar). Very interesting point of view on modelling per say and not just space.
Branch Manager, Ecobank SL Ltd.
6yFood for thought.
Building AI-driven solutions.
6yInformative post. The same approach can be found in different industries. For example, the link "https://medium.com/tensorflow/industrial-ai-bhges-physics-based-probabilistic-deep-learning-using-tensorflow-probability-5f215c791863" explains how people apply these ideas in oil industry.