Simulation of the mid-Pliocene Warm Period using HadGEM3:experimental design and results from model&#8211;model andmodel&#8211;data comparison
Authors: Williams Charles , Sellar Alistair , Ren Xin , Haywood Alan , Hopcroft Peter , Hunter Stephen , Roberts William , Smith Robin , Stone Emma , Tindall Julia , Lunt Daniel 
Published: July 2022

&lt;p&gt;Here we present the experimental design and results from a new mid-Pliocene simulation using the latest version of the UK&amp;#8217;s physical climate model, HadGEM3-GC31-LL, conducted under the auspices of CMIP6/PMIP4/PlioMIP2. &amp;#160;Although two other paleoclimate simulations have been recently run using this model, they both focused on more recent periods within the Quaternary and therefore this is the first time this version of the UK model has been run this far back in time.&amp;#160; The mid-Pliocene Warm Period, ~3 Ma, is of particular interest because it represents a time period when the Earth was in equilibrium with CO&lt;sub&gt;2&lt;/sub&gt; concentrations roughly equivalent to those of today, providing a possible analogue for current and future climate change.&lt;/p&gt;
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&lt;p&gt;The implementation of the Pliocene boundary conditions is firstly described in detail, based on the PRISM4 dataset, including CO&lt;sub&gt;2&lt;/sub&gt;, ozone, orography, ice mask, lakes, vegetation fractions and vegetation functional types.&amp;#160; These were incrementally added into the model, to change from a preindustrial setup to a Pliocene setup.&amp;#160;&lt;/p&gt;
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&lt;p&gt;The results of the simulation are then presented, which are firstly compared with the model&amp;#8217;s pre-industrial simulation, secondly with previous versions of the same model and with available proxy data, and thirdly with all other models included in PlioMIP2.&amp;#160; Firstly, the comparison with preindustrial suggests that the Pliocene simulation is consistent with current understanding and existing work, showing warmer and wetter conditions, and with the greatest warming occurring over high latitude and polar regionsthe.&amp;#160; The global mean surface air temperature anomaly at the end of the Pliocene simulation is 5.1&amp;#176;C, which is the 2&lt;sup&gt;nd&lt;/sup&gt; highest of all models included in PlioMIP2 and is consistent with the fact that HadGEM3-GC31-LL has one of the highest Effective Climate Sensitivities of all CMIP6 models.&amp;#160; Secondly, the comparison with previous generation models and with proxy data suggests a clear increase in global sea surface temperatures as the model has undergone development.&amp;#160; Up to a certain level of warming, this results in a better agreement with available proxy data, and the &amp;#8220;sweet spot&amp;#8221; appears to be the previous CMIP5 generation of the model, HadGEM2-AO.&amp;#160; The most recent simulation presented here, however, appears to show poorer agreement with the proxy data compared with HadGEM2, and may be overly sensitive to the Pliocene boundary conditions resulting in a climate that is too warm.&amp;#160; Thirdly, the comparison with other models from PlioMIP2 further supports this conclusion, with HadGEM3-GC31-LL being one of the warmest and wettest models in all of PlioMIP2 and, if all the models are ordered according to agreement with proxy data, HadGEM3-GC31-LL ranks approximately halfway among them.&amp;#160; A caveat to these results is the relatively short run length of the simulation, meaning the model is not in full equilibrium.&amp;#160; Given the computational cost of the model it was not possible to run for longer; a Gregory plot analysis indicates that had it been allowed to come to full equilibrium, the final global mean surface temperature could have been approximately 1.5&amp;#176;C higher.&amp;#160;&amp;#160;&amp;#160;&lt;/p&gt;