CalCOFI Workflows

Reproducible Quarto / R notebooks that ingest source datasets, freeze versioned releases, and publish the CalCOFI integrated database. Rendered from CalCOFI/workflows.

38 notebooks ยท 13 metadata-described workflows ยท generated 2026-06-10

Ingest 11

Acquire, standardize, and load a source dataset into the integrated database. Cards are grouped by data provider.

CalCOFI

Ingest CalCOFI Phytoplankton (Venrick)

calcofi1996 to 2022
CalCOFI Phytoplankton (Venrick)

Abundance and species composition of phytoplankton (385 taxonomic categories) in the California Current, 1996-2022, by inverted-microscope counts (E. Venrick). Samples from the near-surface "second depth" are pooled across stations into four regions (NE, SE, Alley, Offshore; Hayward & Venrick 1998) before counting, so the grain is cruise x region, not per-station. Source: EDI knb-lter-cce.254.4.

SWFSC

Ingest Underway CUFES Fish Eggs

swfsc1996 to present
CalCOFI Underway CUFES Fish Eggs

Continuous Underway Fish Egg Sampler (CUFES) egg counts (sardine, anchovy, jack mackerel, hake, squid, other) with underway environmental conditions, from CalCOFI cruises (1996-present). Source: NOAA CoastWatch ERDDAP erdCalCOFIcufes.

SIO PIC

Ingest SIO PIC Zooplankton Net Tows

pic1926 to present (CalCOFI-region subset)
SIO PIC Zooplankton Net Tows

Zooplankton net-tow sample registry from the SIO Pelagic Invertebrate Collection, filtered to the CalCOFI region. Position, time, depth, and gear metadata per tow. Biovolume measurements are not in the source file and are pending from the provider (see Questions for Data Providers).

CCE-LTER

Ingest CCE-LTER Euphausiids

cce-lter1951-01 to 2019-04
CCE-LTER Euphausiid Abundance

Euphausiid (krill) abundance from CalCOFI / CCE-LTER net tows, 1951-2019, one row per tow. Provisional pending provider answers on abundance units and taxonomic scope (see Questions for Data Providers).

Publish 2

Push released tables out to external repositories (ERDDAP, OBIS).

Release & pipeline 6

Freeze a versioned release and the maintenance utilities that support the pipeline.

Reference & plans 1

Planning and reference notebooks. (Candidate to fold into calcofi.io/docs/.)

Other notebooks 18

Exploratory analyses and legacy load scripts, kept for reference.