Arctic Ocean Net Primary Production from 2003-2023: Model Daily Outputs

Contributors listed in alphabetical order

Overview

For the Arctic Ocean Satellite Observations, Takuvik International Research Laboratory (Université Laval and CNRS, Québec, Canada) is providing the Net Primary Production product.

Variables: Net Primary Production (NPP)

Temporal resolutions: daily product.

Spatial resolutions: 4 km 

To find the Takuvik NPP products in Zenodo, use the search keyword Arctic Ocean Primary Production.

The Takuvik NPP model uses as input data the bathymetry, reflectances, chlorophyll-a concentration and atmospheric data. The description and the code of the model can be found at https://doi.org/10.5281/zenodo.14715624

In this version of the Takuvik NPP model, daily reflectances from OC-CCI v6.0 data (Sathyendranath et al., 2023) have been used as input. These level 3 binned (L3b) product is based on a prior reflectance merging from multi-sensor time-series of satellite ocean-colour data. For the atmospheric products, MODIS Atmosphere L3 Daily Product data were used (Platnick et al. 2015). Chlorophyll-a was calculated from the OC-CCI reflectances, using the GSM semi-analytical algorithm (Maritorena et al., 2002) adapted for the Arctic by Li et al. (2004), and the International Bathymetric Chart of the Arctic Ocean (IBCAO) 5.0 (Jakobsson et al., 2024) was used for the bathymetry.

Classification

Full name

Filename         

Source

Spatial extent

Spatial resolution

Temporal extent

Temporal resolution

Variables

Projection

Format

Originating centre      

Last metadata update

Arctic Ocean Net Primary Production L3B daily observations

CCI-V6_PPZ_1D_DAILY_4KM_SIN_TAKUVIK_ARCTIC_DATE_ppv1.csv

Satellite observations

Arctic Ocean Lat 45° to 90°Lon -180° to 180°

4 km

1 Jan 2003 - 31 Dec 2023

Daily

Net Primary Production (mgC.m-2.d-1)  

Sinusoidal 

CSV

Takuvik International Research Laboratory (Quebec, Canada)

January 2025

Output file

The Takuvik NPP model output is as a daily .csv file, on a sinusoidal equal-area grid projection, the same format of the input data OC-CCI L3bin data. To optimize the file size, the NPP file retains only the cells with a NPP documented record, the cells with “no data” (NA) were not included. The columns are separated by commas and contain the following variables: binindex, latitude, longitude and NPP in mgC.m-2.d-1 (integrated PP in the water column). 

Organization

There are 21 zipped files, one per year for the period 2003-2023. Each .zip file contains 365 days of data in.csv format.

Name convention

CCI-V6_PPZ_1D_DAILY_4KM_SIN_TAKUVIK_ARCTIC_DATE_ppv1.csv

Filename Components
Description

CCI-V6
Source, satellite

PPZ
Primary production variable Z (integrated)

1D
Composite data

DAILY
Length of time covered

4KM
Spatial resolution

SIN
Projection type: Sinusoidal (SIN)

TAKUVIK
Processing Lab

ARCTIC
Study area

DATE
Date in format YYYYMMDD

NPP MODEL VERSION
ppv1

The naming convention for the zipped files is the same, but the filename component DATE is the year of the zipped daily files.

Regular grid

To get NPP files in a regular grid (the same number of records) including all the positions in the study area, the NPP outputs must be re-grided including the cells with NA, based on the file that contains the geospatial information of all positions in the study area CCI-V6_NPP_1D_DAILY_4KM_SIN_TAKUVIK_ARCTIC_ALLPIXELS_COORDINATES.csv