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The diurnal dynamics of Gross Primary Productivity using observations from the Advanced Baseline Imager on the Geostationary Operational Environmental Satellites-R Series at an oak savanna ecosystem
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  • Anam Munir Khan,
  • Paul Christopher Stoy,
  • Joanna Joiner,
  • Dennis D Baldocchi,
  • Joseph G. Verfaillie,
  • Min Chen,
  • Jason A Otkin
Anam Munir Khan
University of Wisconsin-Madison

Corresponding Author:[email protected]

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Paul Christopher Stoy
University of Wisconsin - Madison
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Joanna Joiner
NASA GSFC
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Dennis D Baldocchi
University of California, Berkeley
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Joseph G. Verfaillie
University of California, Berkeley
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Min Chen
University of Wisconsin, Madison
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Jason A Otkin
U. Wisconsin
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Abstract

Gross Primary Productivity (GPP) is the largest flux in the global carbon cycle and satellite-based GPP estimates have long been used to study the trends and inter-annual variability of GPP. With recent updates to geostationary satellites, we can now explore the diurnal variability of GPP at a comparable spatial resolution to polar-orbiting satellites and at temporal frequencies comparable to eddy covariance (EC) tower sites. We used observations from the Advanced Baseline Imager on the Geostationary Operational Environmental Satellites - R series (GOES-R) to test the ability of sub-daily satellite data to capture the shifts in the diurnal course of GPP at an oak savanna EC site in California, USA that is subject to seasonal soil moisture declines. We optimized parameters for three models to estimate GPP. A light response curve (LRC) achieved the lowest test mean absolute error for winter (1.82 µmol CO2 m-2 s-1), spring (2.51 µmol CO2 m-2 s-1), summer (1.45 µmol CO2 m-2 s-1), and fall (1.25 µmol CO2 m-2 s-1). The ecosystem experienced the largest shift in daily peak GPP in relation to the peak of incoming solar radiation towards the morning hours during the dry summers. The LRC and the light-use efficiency model were in agreement with these patterns of increasing shift of GPP towards the morning hours during the summer months. Our results can help develop diurnal estimates of GPP from geostationary satellites that are sensitive to fluctuating environmental conditions during the day.
Mar 2022Published in Journal of Geophysical Research: Biogeosciences volume 127 issue 3. 10.1029/2021JG006701