Predictability of fossil fuel CO2 from air quality emissions

被引:19
|
作者
Miyazaki, Kazuyuki [1 ]
Bowman, Kevin [1 ]
机构
[1] CALTECH, Jet Prop Lab, Pasadena, CA 91125 USA
基金
美国国家航空航天局;
关键词
ENVIRONMENTAL KUZNETS CURVE; GRIDDED EMISSIONS; NOX; UNCERTAINTIES; INVENTORY; ASSIMILATION; MULTIMODEL; HYPOTHESIS; TRANSPORT; POLLUTION;
D O I
10.1038/s41467-023-37264-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Quantifying the coevolution of greenhouse gases and air quality pollutants can provide insight into underlying anthropogenic processes enabling predictions of their emission trajectories. Here, we classify the dynamics of historic emissions in terms of a modified Environmental Kuznets Curve (MEKC), which postulates the coevolution of fossil fuel CO2 (FFCO2) and NOx emissions as a function of macroeconomic development. The MEKC broadly captures the historic FFCO2-NOx dynamical regimes for countries including the US, China, and India as well as IPCC scenarios. Given these dynamics, we find the predictive skill of FFCO2 given NOx emissions constrained by satellite data is less than 2% error at one-year lags for many countries and less than 10% for 4-year lags. The proposed framework in conjunction with an increasing satellite constellation provides valuable guidance to near-term emission scenario development and evaluation at time-scales relevant to international assessments such as the Global Stocktake. The historical changes in country emissions of greenhouse gases and air quality pollutants are classified together as a function of economic development, providing valuable guidance to emission scenario development.
引用
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页数:13
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