CalCOFI Workflows

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

42 notebooks ยท 17 metadata-described workflows ยท generated 2026-07-03

Ingest 13

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).

Ingest CCE-LTER ZooDB Holoplankton

cce-lter1951-03 to 2021-05
ZooDB Holoplankton Community

Holoplankton abundance and carbon biomass by 33 higher taxa (copepods to family, plus amphipods, chaetognaths, salps, pyrosomes, pteropods, ostracods, foraminifera, radiolaria and more) from CalCOFI net tows, 1951-2021, enumerated by microscopy (Ohman Lab / SIO Pelagic Invertebrate Collection). One row per (sample, taxon, measurement_type); unpooled tows are station-resolved, pooled samples are per-cruise regional composites. Raw (uncorrected) abundance per 1000 m3 and per m2, plus biomass mg C/m2.

Ingest CCE-LTER ZooScan PRPOOS

cce-lter2005-07 to 2026-04
ZooScan PRPOOS Zooplankton

Zooplankton abundance, carbon biomass, and size (Feret diameter, individual carbon content) from ZooScan optical imaging of CalCOFI / CCE-LTER PRPOOS net tows on lines 80, 87 and 90, 2005-present, machine-classified into 23 bioclasses (copepod groups, euphausiids, chaetognaths, appendicularians, salps, doliolids, pteropods, rhizaria and more). One row per (sample, taxon, measurement_type); per-station tows. Source: SIO Ocean Informatics ZooScan portal (Ohman Lab; interface by Marina Frants).

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 2

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

Other notebooks 19

Exploratory analyses and legacy load scripts, kept for reference.