Murphy Benjamin N, Nolte Christopher G, Sidi Fahim, Bash Jesse O, Appel K Wyat, Jang Carey, Kang Daiwen, Kelly James, Mathur Rohit, Napelenok Sergey, Pouliot George, Pye Havala O T
Center for Environmental Measurement and Modeling, U.S. Environmental Protection Agency, Research Triangle Park, NC 27711, USA.
Office of Air Quality Planning and Standards, U.S. Environmental Protection Agency, Research Triangle Park, NC 27711, USA.
Geosci Model Dev. 2021 Jun 7;14(6):3407-3420. doi: 10.5194/gmd-14-3407-2021.
Air quality modeling for research and regulatory applications often involves executing many emissions sensitivity cases to quantify impacts of hypothetical scenarios, estimate source contributions, or quantify uncertainties. Despite the prevalence of this task, conventional approaches for perturbing emissions in chemical transport models like the Community Multiscale Air Quality (CMAQ) model require extensive offline creation and finalization of alternative emissions input files. This workflow is often time-consuming, error-prone, inconsistent among model users, difficult to document, and dependent on increased hard disk resources. The Detailed Emissions Scaling, Isolation, and Diagnostic (DESID) module, a component of CMAQv5.3 and beyond, addresses these limitations by performing these modifications online during the air quality simulation. Further, the model contains an Emission Control Interface which allows users to prescribe both simple and highly complex emissions scaling operations with control over individual or multiple chemical species, emissions sources, and spatial areas of interest. DESID further enhances the transparency of its operations with extensive error-checking and optional gridded output of processed emission fields. These new features are of high value to many air quality applications including routine perturbation studies, atmospheric chemistry research, and coupling with external models (e.g., energy system models, reduced-form models).
用于研究和监管应用的空气质量建模通常涉及执行许多排放敏感性案例,以量化假设情景的影响、估计源贡献或量化不确定性。尽管这项任务很普遍,但在诸如社区多尺度空气质量(CMAQ)模型等化学传输模型中,用于扰动排放的传统方法需要大量离线创建和最终确定替代排放输入文件。这种工作流程通常很耗时、容易出错、模型用户之间不一致、难以记录,并且依赖于增加的硬盘资源。详细排放缩放、隔离和诊断(DESID)模块是CMAQv5.3及更高版本的一个组件,通过在空气质量模拟期间在线执行这些修改来解决这些限制。此外,该模型包含一个排放控制接口,允许用户规定简单和高度复杂的排放缩放操作,同时控制单个或多个化学物种、排放源和感兴趣的空间区域。DESID通过广泛的错误检查和处理后的排放场的可选网格化输出进一步提高了其操作的透明度。这些新功能对许多空气质量应用具有很高的价值,包括常规扰动研究、大气化学研究以及与外部模型(如能源系统模型、简化形式模型)的耦合。