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Climate modelling

Watching the detections

25 Sep 2022 by Gavin

The detection and the attribution of climate change are based on fundamentally different frameworks and shouldn’t be conflated.

We read about and use the phrase ‘detection and attribution’ of climate change so often that it seems like it’s just one word ‘detectionandattribution’ and that might lead some to think that it is just one concept. But it’s not.

[Read more…] about Watching the detections

Filed Under: Climate impacts, Climate modelling, Climate Science, climate services, Featured Story, heatwaves, Instrumental Record, IPCC, statistics Tagged With: attribution, detection, extreme events

Overselling k-scale? Hmm

29 Jun 2022 by group

Some of the authors of a recent commentary on k-scale modeling respond to RealClimate.

[Read more…] about Overselling k-scale? Hmm

Filed Under: Climate impacts, Climate modelling, Climate Science, Featured Story, Oceans, Scientific practice Tagged With: k-scale

Mmm-k scale climate models

25 Jun 2022 by Gavin

Ocean eddy visualization (Karsten Schnieder)

What’s good (and what’s not quite ready) about plans for ‘k-scale’ climate modeling?

[Read more…] about Mmm-k scale climate models

Filed Under: Climate modelling, Climate Science, climate services, El Nino, Featured Story, Greenhouse gases Tagged With: CMIP6, digital twins, k-scale

Digital Twinge

28 Apr 2022 by Gavin

A couple of weeks ago the EU announced that they were funding a project called DestinE (Destination Earth) to build ‘digital twins’ of the Earth System to support policy making and rapid reaction to weather and climate events.

While the term ‘digitial twin’ has a long history in the engineering world, it’s only recently been applied to Earth System Modeling, and is intended (I surmise, as does Bryan Lawrence) to denote something more than the modeling of either weather or climate that we’ve been doing for years. But what exactly? And is it an achievable goal or just a rebranding effort of things that are happening anyway?

[Read more…] about Digital Twinge

Filed Under: Climate impacts, Climate modelling, Climate Science, climate services, Featured Story, Instrumental Record Tagged With: cloud computing, DestinE, digital twin

Issues and Errors in a new Scafetta paper

30 Mar 2022 by Gavin

Earlier this week, a new paper appeared in GRL by Nicola Scafetta (Scafetta, 2022) which purported to conclude that the CMIP6 models with medium or high climate sensitivity (higher than 3ºC) were not consistent with recent historical temperature changes. Since there have been a number of papers already on this topic, notably Tokarska et al (2020), which did not come to such a conclusion, it is worthwhile to investigate where Scafetta’s result comes from. Unfortunately, it appears to emerge from a mis-appreciation of what is in the CMIP6 archive, an inappropriate statistical test, and a total neglect of observational uncertainty and internal variability.

[Read more…] about Issues and Errors in a new Scafetta paper

References

  1. N. Scafetta, "Advanced Testing of Low, Medium, and High ECS CMIP6 GCM Simulations Versus ERA5‐T2m", Geophysical Research Letters, vol. 49, 2022. http://dx.doi.org/10.1029/2022GL097716
  2. K.B. Tokarska, M.B. Stolpe, S. Sippel, E.M. Fischer, C.J. Smith, F. Lehner, and R. Knutti, "Past warming trend constrains future warming in CMIP6 models", Science Advances, vol. 6, 2020. http://dx.doi.org/10.1126/sciadv.aaz9549

Filed Under: Climate modelling, Climate Science, Featured Story, Instrumental Record, Model-Obs Comparisons, Scientific practice Tagged With: CMIP6, Scafetta

The Future of Climate Modeling?

26 Mar 2022 by Gavin

There was an interesting workshop last week focused on the Future of Climate Modelling. It was run by the World Climate Research Program (WCRP) Core Project on Earth System Modelling and Observations (ESMO) which is part of a bewildering alphabet soup of various advisory committees that exist for mostly unclear historical reasons. This one actually does something useful – namely it helps organize the CMIP activities that many modeling groups contribute to (which inform the assessment reports like IPCC and various national Climate Assessments). They had a wide variety of people and perspectives to discuss the changing landscape of climate modeling and what people want from these models. You won’t agree with everything, but it was informative.

[Read more…] about The Future of Climate Modeling?

Filed Under: Climate modelling, Climate Science, Featured Story, Scientific practice Tagged With: CMIP, WCRP

Another dot on the graphs (Part II)

2 Feb 2022 by Gavin

We have now updated the model-observations comparison page for the 2021 SAT and MSU TMT datasets. Mostly this is just ‘another dot on the graphs’ but we have made a couple of updates of note. First, we have updated the observational products to their latest versions (i.e. HadCRUT5, NOAA-STAR 4.1 etc.), though we are still using NOAA’s GlobalTemp v5 – the Interim version will be available later this year. Secondly, we have added a comparison of the observations to the new CMIP6 model ensemble.

[Read more…] about Another dot on the graphs (Part II)

Filed Under: Climate modelling, Climate Science, Instrumental Record, IPCC, Model-Obs Comparisons

Making predictions with the CMIP6 ensemble

1 Dec 2021 by Gavin

The CMIP6 multi-model ensemble is a unique resource with input from scientists and modeling groups from around the world. [CMIP stands for the Coupled Model Intercomparison Project, and it is now in its 6th Phase]. But as we’ve discussed before (#NotAllModels) there are some specific issues that require users to be cautious in making predictions. Fortunately, there are useful ‘best practices’ that can help avoid the worst pitfalls.

A new paper by McCrystall et al that has just appeared in Nature Communications illustrates these issues clearly by having some excellent analyses of the changes in Arctic precipitation regimes at different global warming levels, and examining the sensitivity of their metrics to both local and Arctic warming, but unfortunately relying on the CMIP6 multi-model mean for their headline statements and press release.

[Read more…] about Making predictions with the CMIP6 ensemble

References

  1. M.R. McCrystall, J. Stroeve, M. Serreze, B.C. Forbes, and J.A. Screen, "New climate models reveal faster and larger increases in Arctic precipitation than previously projected", Nature Communications, vol. 12, 2021. http://dx.doi.org/10.1038/s41467-021-27031-y

Filed Under: Climate impacts, Climate modelling, Climate Science, Featured Story, IPCC Tagged With: Arctic, Arctic amplification, greenhouse warming

Net Zero/Not Zero

20 Nov 2021 by Gavin

At the COP26 gathering last week much of the discussion related to “Net-Zero” goals. This concept derives from important physical science results highlighted in the Special Report on 1.5ºC and more thoroughly in the last IPCC report that future warming is tied to future emissions, and that warming will effectively cease only once anthropogenic CO2 emissions are balanced by anthropogenic CO2 removals. But some activists have (rightly) pointed out that large-scale CO2 removals are as yet untested, and so reliance on them to any significant extent to balance out emissions is akin not really committing to net zero at all. Their point is that “net-zero” is not zero and hence will serve as a smokescreen for insufficient climate action. To help sort this out some background might be helpful.

[Read more…] about Net Zero/Not Zero

Filed Under: Carbon cycle, Climate modelling, Climate Science, Featured Story, IPCC

A Nobel pursuit

12 Oct 2021 by Gavin

Klaus Hasselmann and Suki Manabe

Last week, the Nobel physics prize was (half) awarded to Suki Manabe and Klaus Hasselmann for their work on climate prediction and the detection and attribution of climate change. This came as quite a surprise to the climate community – though it was welcomed warmly. We’ve discussed the early climate model predictions a lot (including some from Manabe and his colleagues), and we’ve discussed detection and attribution of climate change as well, though with less explicit discussion of Hasselmann’s contribution. Needless to say these are big topics which have had many inputs from many scientists over the years.

But RC has a more attuned audience to these topics than most, and so it might be fun to dive into the details of their early work to see what has stood the test of time and what has not, and how that differs (if it does) from their colleagues and rivals at the time.

[Read more…] about A Nobel pursuit

Filed Under: Climate modelling, Climate Science, Greenhouse gases, In the News Tagged With: Hasselmann, Manabe, Nobel prize

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