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==== 3.4.3.2 Ice Sheets ==== <div id="h3-16-siblings" class="h3-siblings"></div> <div id="3.4.3.2.1" class="h4-container"></div> <span id="greenland-ice-sheet"></span> ===== 3.4.3.2.1 Greenland Ice Sheet ===== <div id="h4-8-siblings" class="h4-siblings"></div> The AR5 assessed that it is ''likely'' that anthropogenic forcing contributed to the surface melting of the Greenland Ice Sheet since 1993 ( [[#Bindoff--2013|Bindoff et al., 2013]] ). The SROCC did not directly assess the attribution of Greenland Ice Sheet change to anthropogenic forcing, but it did assess with ''medium confidence'' that summer melting of the Greenland Ice Sheet has increased to a level unprecedented over at least the last 350 years, which is two-to-fivefold the pre-industrial level (see also [[#Trusel--2018|Trusel et al., 2018]] ). ( [[IPCC:Wg1:Chapter:Chapter-2#2.3.2.4.1|Section 2.3.2.4.1]] assesses that Greenland Ice Sheet mass loss began in the latter half of the 19th century and that the rate of loss has increased substantially since the turn of the 21st century ( ''high confidence'' ), and also notes that integration of proxy evidence and modelling indicates that the last time the rate of mass loss was similar to the 20th century rate was during the early Holocene. Models of Greenland Ice Sheet evolution are evaluated in detail in Section 9.4.1.2, which assesses that there is overall ''medium confidence'' in these models. Model evaluation of surface mass balance changes over the Greenland Ice Sheet, including regional aspects, is also assessed in Atlas.11.2.3. Detection and attribution studies of change in the Greenland Ice Sheet remain challenging ( [[#Kjeldsen--2015|Kjeldsen et al., 2015]] ; [[#Bamber--2019|Bamber et al., 2019]] ). This is in part due to the short observational record ( [[#Shepherd--2012|Shepherd et al., 2012]] , 2018, 2020; [[#Bamber--2018|Bamber et al., 2018]] ; [[#Cazenave--2018|Cazenave et al., 2018]] ; [[#Mouginot--2019|Mouginot et al., 2019]] ; [[#Rignot--2019|Rignot et al., 2019]] ) and the challenges this poses to the evaluation of modelling efforts (Section 9.4.1.2). The latter require not only dynamic ice-sheet models, but also appropriate atmospheric and oceanic conditions to use as a boundary forcing to drive the models ( [[#Nowicki--2018|Nowicki and Seroussi, 2018]] ; [[#Barthel--2020|Barthel et al., 2020]] ). Nonetheless, new literature since AR5 finds that ice-sheet mass balance calculations using reanalysis-driven regional model simulations of surface mass balance are found to agree well with the observed decrease in ice-sheet mass over the past twenty years ( [[#Fettweis--2020|Fettweis et al., 2020]] ; [[#Sasgen--2020|Sasgen et al., 2020]] ; [[#Tedesco--2020|Tedesco and Fettweis, 2020]] ), consistent with earlier studies ( [[#Flato--2013|Flato et al., 2013]] ). These studies also show that the exceptional melt events observed in 2012 and 2019 were associated with exceptional atmospheric conditions ( [[#Sasgen--2020|Sasgen et al., 2020]] ; [[#Tedesco--2020|Tedesco and Fettweis, 2020]] ). These results support the finding that increased surface melting is associated with warming, although atmospheric circulation anomalies, including the summer North Atlantic Oscillation (NAO) and variations in snowfall play an important role in driving interannual variations (Section 9.4.1.1; [[#Sasgen--2020|Sasgen et al., 2020]] ; [[#Tedesco--2020|Tedesco and Fettweis, 2020]] ). Further, a coupled ice-sheet-climate model study found emergence of decreased surface mass balance prior to the present day in coastal locations in Greenland, which dominate the integrated surface mass balance ( [[#Fyke--2014|Fyke et al., 2014]] ), suggesting that observed variations in surface mass balance in these regions might be expected to be distinguishable from internal variability. A CMIP6 simulation of the historical period showed stable Greenland surface mass balance up to the 1990s, after which it declined due to increased melt and runoff, consistent with a downscaled reanalysis ( [[#van%20Kampenhout--2020|van Kampenhout et al., 2020]] ). Further, all experts surveyed in a structured expert judgement exercise examining the causes of the increase in mass loss from the Greenland Ice Sheet over the last two decades ( [[#Bamber--2019|Bamber et al., 2019]] ) concluded that external forcing was responsible for at least 50% of the mass loss. A comparison of Greenland Ice Sheet mass loss trends from observations and AR5 model projections for the period 2007β2017 found that the magnitude of the observed surface mass balance trends was at the top of the AR5 assessed range, while mass loss due to changing ice dynamics was near the centre of the AR5 range ( [[#Slater--2020|Slater et al., 2020]] ), providing further evidence of consistent anthropogenically-forced mass loss trends in models and observations. Drawing together the evidence from the continued and strengthened observed mass loss, the agreement between anthropogenically forced climate simulations and observations, and historical and paleo evidence for the unusualness of the observed rate of surface melting and mass loss, we assess that it is ''very likely'' that human influence has contributed to the observed surface melting of the Greenland Ice Sheet over the past two decades, and that there is ''medium confidence'' in an anthropogenic contribution to recent overall mass loss from Greenland. <div id="3.4.3.2.2" class="h4-container"></div> <span id="antarctic-ice-sheet"></span> ===== 3.4.3.2.2 Antarctic Ice Sheet ===== <div id="h4-9-siblings" class="h4-siblings"></div> AR5 assessed that there was ''low confidence'' in attributing the causes of the observed mass loss from the Antarctic Ice Sheet since 1993 ( [[#Bindoff--2013|Bindoff et al., 2013]] ). The SROCC assessed that there is ''medium agreement'' but ''limited evidence'' of anthropogenic forcing of Antarctic mass balance through both surface mass balance and glacier dynamics. It further assessed that Antarctic ice loss is dominated by acceleration, retreat and rapid thinning of the major West Antarctic Ice Sheet outlet glaciers ( ''very high confidence'' ), driven by melting of ice shelves by warm ocean waters ( ''high confidence'' ). Based on updated observations, [[IPCC:Wg1:Chapter:Chapter-2|Chapter 2]] assesses that there is ''very high confidence'' that the Antarctic Ice Sheet lost mass between 1992 and 2017, and that there is ''medium confidence'' that this mass loss has accelerated. Models of Antarctic Ice Sheet evolution are evaluated in detail in Section 9.4.2.2, which assesses that there is ''medium confidence'' in many ice-sheet processes in Antarctic Ice Sheet models, but ''low confidence'' in the ocean forcing affecting basal melt rates. CMIP5 and CMIP6 models perform similarly in their simulation of Antarctic surface mass balance (Section 9.4.2.2, [[#Gorte--2020|Gorte et al., 2020]] ). Model evaluation of surface mass balance over the Antarctic Ice Sheet, including regional aspects, is also assessed in Atlas.11.1.3. Ice discharge around the West Antarctic Ice Sheet is strongly influenced by variability in basal melt ( [[#Jenkins--2018|Jenkins et al., 2018]] ; [[#Hoffman--2019|Hoffman et al., 2019]] ), in particular at decadal and longer time scales ( [[#Snow--2017|Snow et al., 2017]] ). Basal melt rate variability can be induced by wind-driven ocean current changes, which may partly be of anthropogenic origin via greenhouse gas forcing ( [[#Holland--2019|Holland et al., 2019]] ). Moreover, ice discharge losses from the Antarctic Ice Sheet over the 2007β2017 period are close to the centre of the model-based range projected in AR5 ( [[#Slater--2020|Slater et al., 2020]] ). However, expert opinion differs as to whether recent Antarctic ice loss from the West Antarctic Ice Sheet has been driven primarily by external forcing or by internal variability, and there is no consensus ( [[#Bamber--2019|Bamber et al., 2019]] ). Anthropogenic influence on the Antarctic surface mass balance, which is expected to partially compensate for ice discharge losses through increases in snowfall, is currently masked by strong natural variability ( [[#Previdi--2016|Previdi and Polvani, 2016]] ; [[#Bodart--2019|Bodart and Bingham, 2019]] ), and observations suggest that it has been close to zero over recent years (see further discussion in Section 9.4.2.1; [[#Slater--2020|Slater et al., 2020]] ). Overall, there is ''medium agreement'' but ''limited evidence'' of anthropogenic influence on Antarctic mass balance through changes in ice discharge. <div id="3.5" class="h1-container"></div> <span id="human-influence-on-the-ocean-1"></span>
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