Global Monitoring Laboratory, National Oceanographic and Atmospheric Administration, Boulder, CO 80305;
Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO 80309.
Proc Natl Acad Sci U S A. 2020 Jun 16;117(24):13300-13307. doi: 10.1073/pnas.1919032117. Epub 2020 Jun 1.
We report national scale estimates of CO emissions from fossil-fuel combustion and cement production in the United States based directly on atmospheric observations, using a dual-tracer inverse modeling framework and CO and [Formula: see text] measurements obtained primarily from the North American portion of the National Oceanic and Atmospheric Administration's Global Greenhouse Gas Reference Network. The derived US national total for 2010 is 1,653 ± 30 TgC yr with an uncertainty ([Formula: see text]) that takes into account random errors associated with atmospheric transport, atmospheric measurements, and specified prior CO and C fluxes. The atmosphere-derived estimate is significantly larger ([Formula: see text]) than US national emissions for 2010 from three global inventories widely used for CO accounting, even after adjustments for emissions that might be sensed by the atmospheric network, but which are not included in inventory totals. It is also larger ([Formula: see text]) than a similarly adjusted total from the US Environmental Protection Agency (EPA), but overlaps EPA's reported upper 95% confidence limit. In contrast, the atmosphere-derived estimate is within [Formula: see text] of the adjusted 2010 annual total and nine of 12 adjusted monthly totals aggregated from the latest version of the high-resolution, US-specific "Vulcan" emission data product. Derived emissions appear to be robust to a range of assumed prior emissions and other parameters of the inversion framework. While we cannot rule out a possible bias from assumed prior Net Ecosystem Exchange over North America, we show that this can be overcome with additional [Formula: see text] measurements. These results indicate the strong potential for quantification of US emissions and their multiyear trends from atmospheric observations.
我们根据大气观测结果,直接利用双示踪剂反演框架以及主要从美国国家海洋和大气管理局的北美部分全球温室气体参考网络获得的 CO 和 [Formula: see text] 测量数据,报告了美国化石燃料燃烧和水泥生产产生的 CO 排放量的国家尺度估算值。得出的 2010 年美国全国总量为 1653±30TgCyr,不确定性 ([Formula: see text]) 考虑了与大气传输、大气测量和指定的先前 CO 和 C 通量相关的随机误差。与广泛用于 CO 核算的三个全球清单相比,大气衍生的估计值明显更大 ([Formula: see text]),即使对大气网络可能探测到但未包含在清单总量中的排放进行了调整,但仍高于 2010 年美国的国家排放量。它也大于美国环境保护署 (EPA) 类似调整后的总量,但与 EPA 报告的上 95%置信限重叠。相比之下,大气衍生的估计值与调整后的 2010 年年度总量以及从最新版本的高分辨率、特定于美国的“Vulcan”排放数据产品中汇总的 12 个调整后月度总量中的 9 个相差在 [Formula: see text] 以内。衍生排放量似乎对假设的先前净生态系统交换和反演框架的其他参数具有稳健性。虽然我们不能排除假设的先前北美净生态系统交换可能存在偏差,但我们表明,通过增加 [Formula: see text] 测量可以克服这一偏差。这些结果表明,从大气观测中量化美国排放量及其多年趋势具有很大的潜力。