{"title":"CMIP6从全球到局部尺度海洋碳汇的时变变化与不确定性","authors":"P. Gooya, N. Swart, R. Hamme","doi":"10.5194/esd-14-383-2023","DOIUrl":null,"url":null,"abstract":"Abstract. As a major sink for anthropogenic carbon, the oceans slow the\nincrease in carbon dioxide in the atmosphere and regulate climate change.\nFuture changes in the ocean carbon sink, and its uncertainty at a global and\nregional scale, are key to understanding the future evolution of the\nclimate. Here we report on the changes and uncertainties in the historical\nand future ocean carbon sink using output from the Coupled Model\nIntercomparison Project Phase 6 (CMIP6) multi-model ensemble and compare to\nan observation-based product. We show that future changes in the ocean\ncarbon sink are concentrated in highly active regions – 70 % of the\ntotal sink occurs in less than 40 % of the global ocean. High pattern\ncorrelations between the historical uptake and projected future changes in\nthe carbon sink indicate that future uptake will largely continue to occur\nin historically important regions. We conduct a detailed breakdown of the\nsources of uncertainty in the future carbon sink by region. Consistent with\nCMIP5 models, scenario uncertainty dominates at the global scale, followed\nby model uncertainty and then internal variability. We demonstrate how the\nimportance of internal variability increases moving to smaller spatial\nscales and go on to show how the breakdown between scenario, model, and\ninternal variability changes between different ocean regions, governed by\ndifferent processes. Using the CanESM5 large ensemble we show that internal\nvariability changes with time based on the scenario, breaking the widely\nemployed assumption of stationarity. As with the mean sink, we show that\nuncertainty in the future ocean carbon sink is also concentrated in the\nknown regions of historical uptake. Patterns in the signal-to-noise ratio\nhave implications for observational detectability and time of emergence,\nwhich we show to vary both in space and with scenario. We show that the\nlargest variations in emergence time across scenarios occur in regions where\nthe ocean sink is less sensitive to forcing – outside of the highly active\nregions. In agreement with CMIP5 studies, our results suggest that for a\nbetter chance of early detection of changes in the ocean carbon sink and to\nefficiently reduce uncertainty in future carbon uptake, highly active\nregions, including the northwestern Atlantic and the Southern Ocean, should\nreceive additional focus for modeling and observational efforts.\n","PeriodicalId":92775,"journal":{"name":"Earth system dynamics : ESD","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Time-varying changes and uncertainties in the CMIP6 ocean carbon sink from global to local scale\",\"authors\":\"P. Gooya, N. Swart, R. Hamme\",\"doi\":\"10.5194/esd-14-383-2023\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Abstract. As a major sink for anthropogenic carbon, the oceans slow the\\nincrease in carbon dioxide in the atmosphere and regulate climate change.\\nFuture changes in the ocean carbon sink, and its uncertainty at a global and\\nregional scale, are key to understanding the future evolution of the\\nclimate. Here we report on the changes and uncertainties in the historical\\nand future ocean carbon sink using output from the Coupled Model\\nIntercomparison Project Phase 6 (CMIP6) multi-model ensemble and compare to\\nan observation-based product. We show that future changes in the ocean\\ncarbon sink are concentrated in highly active regions – 70 % of the\\ntotal sink occurs in less than 40 % of the global ocean. High pattern\\ncorrelations between the historical uptake and projected future changes in\\nthe carbon sink indicate that future uptake will largely continue to occur\\nin historically important regions. We conduct a detailed breakdown of the\\nsources of uncertainty in the future carbon sink by region. Consistent with\\nCMIP5 models, scenario uncertainty dominates at the global scale, followed\\nby model uncertainty and then internal variability. We demonstrate how the\\nimportance of internal variability increases moving to smaller spatial\\nscales and go on to show how the breakdown between scenario, model, and\\ninternal variability changes between different ocean regions, governed by\\ndifferent processes. Using the CanESM5 large ensemble we show that internal\\nvariability changes with time based on the scenario, breaking the widely\\nemployed assumption of stationarity. As with the mean sink, we show that\\nuncertainty in the future ocean carbon sink is also concentrated in the\\nknown regions of historical uptake. Patterns in the signal-to-noise ratio\\nhave implications for observational detectability and time of emergence,\\nwhich we show to vary both in space and with scenario. We show that the\\nlargest variations in emergence time across scenarios occur in regions where\\nthe ocean sink is less sensitive to forcing – outside of the highly active\\nregions. In agreement with CMIP5 studies, our results suggest that for a\\nbetter chance of early detection of changes in the ocean carbon sink and to\\nefficiently reduce uncertainty in future carbon uptake, highly active\\nregions, including the northwestern Atlantic and the Southern Ocean, should\\nreceive additional focus for modeling and observational efforts.\\n\",\"PeriodicalId\":92775,\"journal\":{\"name\":\"Earth system dynamics : ESD\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-04-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Earth system dynamics : ESD\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5194/esd-14-383-2023\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Earth system dynamics : ESD","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5194/esd-14-383-2023","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Time-varying changes and uncertainties in the CMIP6 ocean carbon sink from global to local scale
Abstract. As a major sink for anthropogenic carbon, the oceans slow the
increase in carbon dioxide in the atmosphere and regulate climate change.
Future changes in the ocean carbon sink, and its uncertainty at a global and
regional scale, are key to understanding the future evolution of the
climate. Here we report on the changes and uncertainties in the historical
and future ocean carbon sink using output from the Coupled Model
Intercomparison Project Phase 6 (CMIP6) multi-model ensemble and compare to
an observation-based product. We show that future changes in the ocean
carbon sink are concentrated in highly active regions – 70 % of the
total sink occurs in less than 40 % of the global ocean. High pattern
correlations between the historical uptake and projected future changes in
the carbon sink indicate that future uptake will largely continue to occur
in historically important regions. We conduct a detailed breakdown of the
sources of uncertainty in the future carbon sink by region. Consistent with
CMIP5 models, scenario uncertainty dominates at the global scale, followed
by model uncertainty and then internal variability. We demonstrate how the
importance of internal variability increases moving to smaller spatial
scales and go on to show how the breakdown between scenario, model, and
internal variability changes between different ocean regions, governed by
different processes. Using the CanESM5 large ensemble we show that internal
variability changes with time based on the scenario, breaking the widely
employed assumption of stationarity. As with the mean sink, we show that
uncertainty in the future ocean carbon sink is also concentrated in the
known regions of historical uptake. Patterns in the signal-to-noise ratio
have implications for observational detectability and time of emergence,
which we show to vary both in space and with scenario. We show that the
largest variations in emergence time across scenarios occur in regions where
the ocean sink is less sensitive to forcing – outside of the highly active
regions. In agreement with CMIP5 studies, our results suggest that for a
better chance of early detection of changes in the ocean carbon sink and to
efficiently reduce uncertainty in future carbon uptake, highly active
regions, including the northwestern Atlantic and the Southern Ocean, should
receive additional focus for modeling and observational efforts.