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by bobbyd2323
2307 days ago
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All models are wrong. Some are useful approximations for understanding and others for forecasting. In Econ for example, DSGE models are useful for asking counterfactuals but not great for forecasting. Lots of models are particularly susceptible to assumptions that can be tuned in an Upton Sinclair like way. Climate modeling appears to be one of these areas where the black box can be filled with all sorts of debatable assumptions, yet questioning what’s in the black box carries great reputational risk. |
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There is more money at stake with climate change than most areas of science, which means it becomes a political issue. There would seem to be a very strong incentive to show existing models are not accurate, or to come up with scientifically plausible models with very different outcomes. However no arguments against climate change do this, presumably because it's not very easy to do so.
Dyson here points out some areas that he thinks are not possible to model accurately or are not currently modelled accurately, such as the benefits and threats of various changes to the climate, the impact of climate change on sea level change, cloud modelling uncertainties, and the chaotic effects of different carbon reservoirs on each other.
His points on the exact impact of climate change and what the ideal climate is are important, but they are also studied and discussed. The supposed political reasons for supporting or being against climate change theories do not change the facts. If there are real problems with the models these can be flagged up - sensitivity testing can be done for all of these issues.
One major problem here is that the communication of the climate mainstream is very poor. The IPCC produces massive reports that are designed to be printed as PDF, and are targeted at policy experts. They're not really readable, the web versions don't really use hyperlinks and have minimal pictures and poor structure.
They're slowly getting better, but still a long way from ideal. Example for reference:
https://www.ipcc.ch/sr15/chapter/spm/