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SSFR Software Package

SSFR (Solar Spectral Flux Radiometer) is an airborne instrument co-developed by teams at NASA Ames Research Center (discontinued) and LASP of University of Colorado Boulder. SSFR provides simultaneous downwelling and upwelling spectral irradiance measurements ranging from 350 nm to 2200 nm, which can be used to study cloud/aerosol radiative effects and retrieve cloud/aerosol optical properties.

This repository provides legacy code for processing SSFR data by applying necessary calibrations and corrections. Due to different deployment conditions of the instrument, the data processing procedures can vary significantly for different missions. Please contact SSFR science team for more information if you have any questions regarding SSFR data processing for a specific mission.

So far, SSFR has participated in the following airborne missions:

A more detailed SSFR manual can be found here (under development).

How to Install

git clone https://github.com/hong-chen/ssfr.git

cd ssfr

conda env create -f ssfr-env.yml
conda activate ssfr

python setup.py develop

References

  • Chen et al., 2021

    Chen, H., Schmidt, S., King, M. D., Wind, G., Bucholtz, A., Reid, E. A., Segal-Rozenhaimer, M., Smith, W. L., Taylor, P. C., Kato, S., and Pilewskie, P.: The effect of low-level thin arctic clouds on shortwave irradiance: evaluation of estimates from spaceborne passive imagery with aircraft observations, Atmos. Meas. Tech., 14, 2673–2697, doi:10.5194/amt-14-2673-2021, 2021.

    • Instrument Highlight: azimuthal response and bias correction;
    • Science Highlight: 1) spectral surface albedo parameterization in the Arctic, and 2) satellite-aircraft spectral irradiance intercomparison for evaluating satellite-product-derived shortwave cloud radiative effects in the Arctic.
  • Schmidt and Pilewskie, 2012

    Schmidt, S. and Pilewskie, P.: Airborne measurements of spectral shortwave radiation in cloud and aerosol remote sensing and energy budget studies, in: Light Scattering Reviews, Vol. 6: Light Scattering and Remote Sensing of Atmosphere and Surface, edited by: Kokhanovsky, A. A., Springer, Berlin Heidelberg, 239–288, doi:10.1007/978-3-642-15531-4_6, 2012. 

    • Instrument Highlight: detailed instrument characterization;
    • Science Highlight: science development and outlook.
  • Pilewskie et al., 2003

    Pilewskie, P., Pommier, J., Bergstrom, R., Gore, W., Howard, S., Rabbette, M., Schmid, B., Hobbs, P. V., and Tsay, S. C.: Solar spectral radiative forcing during the Southern African Regional Science Initiative, J. Geophys. Res., 108, 8486, doi:10.1029/2002JD002411, 2003. 

    • Instrument Highlight: instrument characterization;
    • Science Highlight: measurement-derived flux divergence, fractional absorption, instantaneous heating rate, and absorption efficiency.