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Comments (12)

bpbond avatar bpbond commented on May 30, 2024

Wow, that integration was fast work--nice job, that's great. Corinne and I will take a look at the temperature issue and come visit early next week.

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cahartin avatar cahartin commented on May 30, 2024

awesome! That is exciting. Will take a look at temperature. Thanks!

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rplzzz avatar rplzzz commented on May 30, 2024

Thanks. I credit the ease of getting it up and running to hector's high-quality design. Virtually everything just worked on the first try. I'm pretty excited about it. I think it's going to enable a lot of things we've been wanting to do with GCAM that we just can't easily do today.

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rplzzz avatar rplzzz commented on May 30, 2024

For what it's worth, the corner in the temperature seems to be caused by a leveling off in SO2. Here is a plot of the total forcing, SO2 forcing (direct+indirect), CO2 forcing, and forcing ex. SO2.

image

So, you can see that for much of the century CO2 and SO2 forcing more or less offset each other. Then, right around 1970 SO2 emissions plateau, and the associated forcing abruptly flattens. This produces an apparent corner in the total forcing. If you back out the SO2, the residual curve looks quite smooth.

This all seems pretty reasonable. In fact, it's fair to wonder why the other models don't see a similar effect. Presumably they include some sort of offsetting effect that we're missing. It's worth noting that the HADCRUT temperature series doesn't show the abrupt takeoff, so that would argue that we need to track down the missing component and add it.

However, there is another thing to consider. Looking back at the plots I posted earlier, MAGICC and Hector have nearly the same forcing between 2020 and 2040. However, the temperatures produced by the two models are quite different over that period. MAGICC's temperature equation is pretty much the same as ours, so either GCAM has MAGICC configured to use a different feedback, or MAGICC and Hector are getting substantially different ocean heat flux. I'm trying to track down where MAGICC gets its feedback factor (it doesn't seem to be in any of the files in GCAM's input directory). Maybe if someone else has time they can look into the flux issue.

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cahartin avatar cahartin commented on May 30, 2024

that's interesting about the SO2. I wonder if there are multiple radiative efficiency values for calculating the radiative forcing of SO2?

Good point that we match MAGICC in RF but our temperatures are higher. Ocean heat flux is an easy parameter to change and would certainly affect the temperature response. I'll take a look at that.

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rplzzz avatar rplzzz commented on May 30, 2024

I tracked down the climate sensitivity in MAGICC (it is under the somewhat obscure name DT2XUSER), and it's the same 3.0 that we are using, so ocean heat seems like the way forward. What is the scientifically plausible range of values for the heat flux parameter?

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cahartin avatar cahartin commented on May 30, 2024

the flux parameter can go up to about 1. So we have a lot of room to work with.

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rplzzz avatar rplzzz commented on May 30, 2024

Sounds good. I will experiment with the GCAM version and let you know what I come up with.

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bpbond avatar bpbond commented on May 30, 2024

Ah yes, good old DTXUSER. I'm happy to help with this next week, if I can.

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rplzzz avatar rplzzz commented on May 30, 2024

Changing the ocean heat flux doesn't really get us where we want to go. Here are results for a few values of the heat flux parameter. The key for the line colors is

red : hector, heatflux=0.2
blue: hector, heatflux=0.3
green: hector, heatflux=0.4
yellow: hector, heatflux=0.7
orange: MAGICC

image

The summary is that the effect of the heat flux parameter is stronger when the temperature anomaly is higher, so raising it affects values late century much more than early century. As a result, if you crank the heat flux down enough to get agreement in the early part of the century, Hector's results are well below MAGICC's at the end of the century. I don't know that that's a great tradeoff, since Hector and MAGICC both seem to be at the low end of the model range in the 22nd century and beyond.

We should probably look at what happens in policy scenarios, and then we might want to convene a panel of GCAM users to see what they think.

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bpbond avatar bpbond commented on May 30, 2024

So per Corinne's email earlier today, it seems likely that the O3 component is causing the big problem here?

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bpbond avatar bpbond commented on May 30, 2024

Closing this, as it's fixed AFAIK.

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