CoastWatch Primary Productivity Project
  • Algorithm and Data
  • Statistical Analysis
  • User Resources

On this page

  • Primary Productivity (netPP) Algorithm
    • Satellite Measurements
    • Derived Parameters
  • Satellite Data Used in the Algorithm

Algorithm and Data

Primary Productivity (netPP) Algorithm

The Behrenfeld and Falkowski (1997) algorithm estimates primary productivity using satellite measurements and derived parameters. The algorithm formulation is listed below:

\(netPP = 0.66125 \times P_{opt}^b \times \frac{PAR^o}{PAR^o + 4.1} \times Z_{eu} \times CHL \times DL\)

Satellite Measurements

The algorithm uses three satellite measurements:

  • CHL - Surface Chlorophyll a Concentration
  • PAR - Photosynthetically Active Radiation
  • Sea Surface Temperature

Derived Parameters

The derived parameters are:

  • \(P_{opt}^b\) - Maximum Carbon fixation rate within the water column - Units: \(mg\) \(C\) \(mg^{-2}\) \(chl\) \(h^{-1}\) :

    \(P_{opt}^b = - 3.27E-8 \cdot SST^7 + 3.4132E-6 \cdot SST^6\)

    \(- 1.348E-4 \cdot SST^5 + 2.462E-3 \cdot SST^4\)

    \(- 0.0205 \cdot SST^3 + 0.0617 \cdot SST^2 + 0.2749 \cdot SST\)

  • \(PAR/(PAR + 4.1)\) - Relative change in the light-saturated fraction of the euphotic zone.
  • \(Z_{eu}\) - Depth where light is 1% of that at the surface - Units: meters (m)

    \(Z_{eu}\) is derived from an estimate of the total chlorophyll concentration within the euphotic layer (\(CHL_{eu}\)) based on the Case I models of Morel and Berthon (1989):

    \(Z_{eu} = 568.2 \cdot CHL^{-0.746} \quad \text{when } CHL_{eu} > 10.0\)

    or

    \(Z_{eu} = 200.0 \cdot CHL^{-0.293} \quad \text{when } CHL_{eu} \leq 10.0\)

    Where:

      \(CHL_{eu} = 38.0 \cdot CHL^{0.4250} \quad \text{when } CHL \leq 1.0\)

      or

      \(CHL_{eu} = 40.2 \cdot CHL^{0.5070} \quad \text{when } CHL > 1.0\)

  • DL - Daylength determined from the day of the year and latitude - Units: hours

Satellite Data Used in the Algorithm

Legacy Product

The original netPP product made by CoastWatch West Coast Node uses chlorophyll, sea surface temperature, and photosynthetically active radiation derived from the MODIS sensor on the Aqua satellite. The dataset began in 2002 and ends in 2024, offering daily, weekly, and monthly versions of the dataset.

VIIRS SNPP Interim Product

The VIIRS SNPP interim netPP product uses chlorophyll, sea surface temperature, and photosynthetically active radiation derived from the VIIRS sensor on the SNPP satellite. The dataset began in 2012 and continues to the present, offering daily and monthly versions of the dataset.

VIIRS NOAA20 Interim Product

The VIIRS NOAA20 interim netPP product uses chlorophyll, sea surface temperature, and photosynthetically active radiation derived from the VIIRS sensor on the NOAA20 satellite. The dataset began in 2018 and continues to the present, offering daily and monthly versions of the dataset.

Find the algorithm input data in User Resources.

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Created 2025-01-01 | Last modified 2025-06-04