Keeping it simple: the value of an irreducibly simple climate model

Richardson et al. (Sci Bull, 2015. doi:10.1007/s11434-015-0806-z) suggest that the irreducibly simple climate model described in Monckton of Brenchley et al. (Sci Bull 60:122–135, 2015. doi:10.1007/s11434-014-0699-2) was not validated against observations, relying instead on synthetic test data base...

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Published inScience bulletin (Beijing) Vol. 60; no. 15; pp. 1378 - 1390
Main Authors Monckton of Brenchley, Christopher, Soon, Willie W.-H., Legates, David R., Briggs, William M.
Format Journal Article
LanguageEnglish
Published Beijing Elsevier B.V 01.08.2015
Science China Press
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Abstract Richardson et al. (Sci Bull, 2015. doi:10.1007/s11434-015-0806-z) suggest that the irreducibly simple climate model described in Monckton of Brenchley et al. (Sci Bull 60:122–135, 2015. doi:10.1007/s11434-014-0699-2) was not validated against observations, relying instead on synthetic test data based on underestimated global warming, illogical parameter choice and near-instantaneous response at odds with ocean warming and other observations. However, the simple model, informed by its authors’ choice of parameters, usually hindcasts observed temperature change more closely than the general-circulation models, and finds high climate sensitivity implausible. With IPCC’s choice of parameters, the model is further validated in that it duly replicates IPCC’s sensitivity interval. Also, fast climate system response is consistent with near-zero or net-negative temperature feedback. Given the large uncertainties in the initial conditions and evolutionary processes determinative of climate sensitivity, subject to obvious caveats a simple sensitivity-focused model need not, and the present model does not, exhibit significantly less predictive skill than the general-circulation models.
AbstractList Richardson et al. (Sci Bull, 2015. doi:10.1007/s11434-015-0806-z) suggest that the irreducibly simple climate model described in Monckton of Brenchley et al. (Sci Bull 60:122-135, 2015. doi:10.1007/s11434-014-0699-2) was not validated against observations, relying instead on synthetic test data based on underestimated global warming, illogical parameter choice and near-instantaneous response at odds with ocean warming and other observations. However, the simple model, informed by its authors' choice of parameters, usually hindcasts observed temperature change more closely than the general-circulation models, and finds high climate sensitivity implausible. With IPCC's choice of parameters, the model is further validated in that it duly replicates IPCC's sensitivity interval. Also, fast climate system response is consistent with near-zero or net-negative temperature feedback. Given the large uncertainties in the initial conditions and evolutionary processes determinative of climate sensitivity, subject to obvious caveats a simple sensitivity-focused model need not, and the present model does not, exhibit significantly less predictive skill than the general-circulation models.
Richardson et al. (Sci Bull, 2015 . doi:10.1007/s11434-015-0806-z) suggest that the irreducibly simple climate model described in Monckton of Brenchley et al. (Sci Bull 60:122–135, 2015 . doi:10.1007/s11434-014-0699-2) was not validated against observations, relying instead on synthetic test data based on underestimated global warming, illogical parameter choice and near-instantaneous response at odds with ocean warming and other observations. However, the simple model, informed by its authors’ choice of parameters, usually hindcasts observed temperature change more closely than the general-circulation models, and finds high climate sensitivity implausible. With IPCC’s choice of parameters, the model is further validated in that it duly replicates IPCC’s sensitivity interval. Also, fast climate system response is consistent with near-zero or net-negative temperature feedback. Given the large uncertainties in the initial conditions and evolutionary processes determinative of climate sensitivity, subject to obvious caveats a simple sensitivity-focused model need not, and the present model does not, exhibit significantly less predictive skill than the general-circulation models.
Richardson et al. (Sci Bull, 2015 . doi: 10.1007/s11434-015-0806-z ) suggest that the irreducibly simple climate model described in Monckton of Brenchley et al. (Sci Bull 60:122–135, 2015 . doi: 10.1007/s11434-014-0699-2 ) was not validated against observations, relying instead on synthetic test data based on underestimated global warming, illogical parameter choice and near-instantaneous response at odds with ocean warming and other observations. However, the simple model, informed by its authors’ choice of parameters, usually hindcasts observed temperature change more closely than the general-circulation models, and finds high climate sensitivity implausible. With IPCC’s choice of parameters, the model is further validated in that it duly replicates IPCC’s sensitivity interval. Also, fast climate system response is consistent with near-zero or net-negative temperature feedback. Given the large uncertainties in the initial conditions and evolutionary processes determinative of climate sensitivity, subject to obvious caveats a simple sensitivity-focused model need not, and the present model does not, exhibit significantly less predictive skill than the general-circulation models.
Author Legates, David R.
Briggs, William M.
Soon, Willie W.-H.
Monckton of Brenchley, Christopher
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Issue 15
Keywords Temperature feedbacks
Climate change
Climate models
Global warming
Climate sensitivity
Language English
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  year: 2014
  ident: 10.1007/s11434-015-0856-2_bib32
  article-title: A lower and more constrained estimate of climate sensitivity using updated observations and detailed radiative forcing time series
  publication-title: Earth Syst Dyn
  doi: 10.5194/esd-5-139-2014
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    fullname: Skeie
– volume: 35
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  article-title: Aerosol radiative forcing and climate sensitivity deduced from the Last Glacial Maximum to Holocene transition
  publication-title: Geophys Res Lett
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    fullname: Chylek
– ident: 10.1007/s11434-015-0856-2_bib41
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Snippet Richardson et al. (Sci Bull, 2015. doi:10.1007/s11434-015-0806-z) suggest that the irreducibly simple climate model described in Monckton of Brenchley et al....
Richardson et al. (Sci Bull, 2015. doi: 10.1007/s11434-015-0806-z) suggest that the irreducibly simple climate model described in Monckton of Brenchley et al....
Richardson et al. (Sci Bull, 2015 . doi: 10.1007/s11434-015-0806-z ) suggest that the irreducibly simple climate model described in Monckton of Brenchley et...
Richardson et al. (Sci Bull, 2015 . doi:10.1007/s11434-015-0806-z) suggest that the irreducibly simple climate model described in Monckton of Brenchley et al....
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SubjectTerms Chemistry/Food Science
Climate
Climate change
Climate models
Climate sensitivity
Correspondence
Earth Sciences
Engineering
Evolutionary
Global warming
Humanities and Social Sciences
Initial conditions
Life Sciences
Mathematical models
multidisciplinary
Oceans
Physics
Science
Science (multidisciplinary)
temperature
Temperature feedbacks
Uncertainty
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Title Keeping it simple: the value of an irreducibly simple climate model
URI https://dx.doi.org/10.1007/s11434-015-0856-2
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Volume 60
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