Vicent Jorge, Verrelst Jochem, Sabater Neus, Alonso Luis, Rivera-Caicedo Juan Pablo, Martino Luca, Muñoz-Marí Jordi, Moreno José
Magellium, Toulouse, France.
Image Processing Laboratory, Universitat de València, 46980 Paterna, Valencia, Spain.
Geosci Model Dev. 2020 Apr 20;13(4):1945-1957. doi: 10.5194/gmd-13-1945-2020.
Atmospheric radiative transfer models (RTMs) are software tools that help researchers in understanding the radiative processes occurring in the Earth's atmosphere. Given their importance in remote sensing applications, the intercomparison of atmospheric RTMs is therefore one of the main tasks used to evaluate model performance and identify the characteristics that differ between models. This can be a tedious tasks that requires good knowledge of the model inputs/outputs and the generation of large databases of consistent simulations. With the evolution of these software tools, their increase in complexity bears implications for their use in practical applications and model intercomparison. Existing RTM-specific graphical user interfaces are not optimized for performing intercomparison studies of a wide variety of atmospheric RTMs. In this paper, we present the (ALG) version 2.0, a new software tool that facilitates generating large databases for a variety of atmospheric RTMs. ALG facilitates consistent and intuitive user interaction to enable the running of model executions and storing of RTM data for any spectral configuration in the optical domain. We demonstrate the utility of ALG in performing intercomparison studies of radiance simulations from broadly used atmospheric RTMs (6SV, MODTRAN, and libRadtran) through global sensitivity analysis. We expect that providing ALG to the research community will facilitate the usage of atmospheric RTMs to a wide range of applications in Earth observation.
大气辐射传输模型(RTMs)是有助于研究人员理解地球大气中发生的辐射过程的软件工具。鉴于其在遥感应用中的重要性,因此大气RTMs的相互比较是用于评估模型性能和识别模型之间差异特征的主要任务之一。这可能是一项繁琐的任务,需要对模型输入/输出有充分了解,并生成大量一致模拟的数据库。随着这些软件工具的发展,其复杂性的增加对其在实际应用和模型相互比较中的使用产生了影响。现有的特定于RTM的图形用户界面并未针对执行各种大气RTM的相互比较研究进行优化。在本文中,我们展示了2.0版的大气辐射传输模型生成器(ALG),这是一种新的软件工具,有助于为各种大气RTM生成大型数据库。ALG促进了一致且直观的用户交互,以实现模型执行的运行以及存储光学领域中任何光谱配置的RTM数据。我们通过全局敏感性分析展示了ALG在对广泛使用的大气RTM(6SV、MODTRAN和libRadtran)进行辐射模拟的相互比较研究中的效用。我们期望向研究界提供ALG将促进大气RTM在地球观测的广泛应用中的使用。