I’m glad Pete recognizes the potential for a lot more research in this area!  
This is really just scratching the surface, and of course a lot more research 
will need to be done in the next years/decades to really understand what the 
limits are for managing this complex, nonlinear, uncertain, high-dimensional 
system.  We’re happy to take ideas for future research (though of course we 
have some rather obvious ones of our own.)

 

Though it does seem a bit strange to adopt a seemingly critical tone simply 
because we didn’t answer every question that could possibly ever be asked… As 
an engineer, if someone started down a complex approach without asking whether 
a problem could be solved using “conventional linear normal science”, I’d fire 
them on the spot.   I presume that tone was not intended.

 

doug

 

Douglas MacMartin 

Research Professor
Computing + Mathematical Sciences

California Institute of Technology

1200 E. California Blvd., M/C 305-16

Pasadena, CA 91125

(650) 619-9341 (cell)

 

 

From: [email protected] [mailto:[email protected]] 
On Behalf Of Fred Zimmerman
Sent: Thursday, September 10, 2015 11:50 AM
To: Andrew Lockley; geoengineering
Cc: Peter Jones
Subject: Re: [geo] (must read) Geoengineering as a design problem

 

I ran this by my pal Pete Jones who is an expert on system design among other 
things (redesignresearch.com) and here is what he had to say:


Seems to me like a provocation to consider a large-scale engineering design 
approach to analysis, identification of points to induce effects, and to manage 
interventions.  As a “design problem” the issue is underconceptualized (at 
first read) in that the “strategy” being recommended is conventional linear 
normal science.  Not that a design approach couldn’t be used, it’s just they 
probably got this paper published because their reviewers don’t understand the 
advanced design literature. It seems like a  radical design solution, but it is 
a conventional strategy that would not accommodate discovery, emergent 
complexity, and accounting for unpredictable and unobservable effects.
 
A non-parametric discovery approach ought to be considered for problems of this 
scale. My former student John Cassel has investigated approaches such as this 
(he just presented at RSD4 on agro-ecology). Last year’s paper on NDEAM was an 
outline for non-parametric design for such complex engineering problems., which 
he published in our special issue.
 
The Methodological Unboundedness of Limited Discovery Processes
 
https://journals.hioa.no/index.php/formakademisk/article/view/755
 
PJ

 

On Tue, Sep 8, 2015 at 7:20 PM, Andrew Lockley <[email protected]> wrote:

http://www.earth-syst-dynam-discuss.net/6/1635/2015/esdd-6-1635-2015.html

Geoengineering as a design problem

08 Sep 2015
Abstract. Understanding the climate impacts of solar geoengineering is 
essential for evaluating its benefits and risks. Most previous simulations have 
prescribed a particular strategy and evaluated its modeled effects. Here we 
turn this approach around by first choosing example climate objectives and then 
designing a strategy to meet those objectives in climate models.

There are four essential criteria for designing a strategy: (i) an explicit 
specification of the objectives, (ii) defining what climate forcing agents to 
modify so the objectives are met, (iii) a method for managing uncertainties, 
and (iv) independent verification of the strategy in an evaluation model.

We demonstrate this design perspective through two multi-objective examples. 
First, changes in Arctic temperature and the position of tropical precipitation 
due to CO2 increases are offset by adjusting high latitude insolation in each 
hemisphere independently. Second, three different latitude-dependent patterns 
of insolation are modified to offset CO2-induced changes in global mean 
temperature, interhemispheric temperature asymmetry, and the equator-to-pole 
temperature gradient. In both examples, the "design" and "evaluation" models 
are state-of-the-art fully coupled atmosphere–ocean general circulation models.

Citation: Kravitz, B., MacMartin, D. G., Wang, H., and Rasch, P. J.: 
Geoengineering as a design problem, Earth Syst. Dynam. Discuss., 6, 1635-1710, 
doi:10.5194/esdd-6-1635-2015, 2015.

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