amt-9-5227-2016.pdf (7.99 MB)
Quantification of uncertainties in OCO-2 measurements of XCO2: Simulations and linear error analysis
journal contributionposted on 2016-11-23, 10:07 authored by B. Connor, Hartmut Bösch, J. McDuffie, T. Taylor, D. Fu, C. Frankenberg, C. O'Dell, V. H. Payne, M. Gunson, R. Pollock, J. Hobbs, F. Oyafuso, Y. Jiang
We present an analysis of uncertainties in global measurements of the column averaged dry-air mole fraction of CO2 (XCO2) by the NASA Orbiting Carbon Observatory-2 (OCO-2). The analysis is based on our best estimates for uncertainties in the OCO-2 operational algorithm and its inputs, and uses simulated spectra calculated for the actual flight and sounding geometry, with measured atmospheric analyses. The simulations are calculated for land nadir and ocean glint observations. We include errors in measurement, smoothing, interference, and forward model parameters. All types of error are combined to estimate the uncertainty in XCO2 from single soundings, before any attempt at bias correction has been made. From these results we also estimate the "variable error" which differs between soundings, to infer the error in the difference of XCO2 between any two soundings. The most important error sources are aerosol interference, spectroscopy, and instrument calibration. Aerosol is the largest source of variable error. Spectroscopy and calibration, although they are themselves fixed error sources, also produce important variable errors in XCO2. Net variable errors are usually <1 ppm over ocean and ∼ 0.5-2.0 ppm over land. The total error due to all sources is ∼ 1.5-3.5ppm over land and ∼ 1.5-2.5 ppm over ocean.
Part of the research was carried out at the Jet Propulsion Laboratory, California Institute of Technology, under a contract with the National Aeronautics and Space Administration. The CSU contribution to this work was supported by JPL subcontract 1439002. The contribution by BC Scientific Consulting was supported by JPL subcontract 1518224.
CitationAtmospheric Measurement Techniques, 2016, 9 (10), pp. 5227-5238
Author affiliation/Organisation/COLLEGE OF SCIENCE AND ENGINEERING/Department of Physics and Astronomy
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