| Contributors | Affiliation | Role |
|---|---|---|
| Neuer, Susanne | Arizona State University (ASU) | Principal Investigator |
| Baird, Kaitlin | Bermuda Institute of Ocean Sciences (BIOS) | Co-Principal Investigator |
| Blanco-Bercial, Leocadio | Bermuda Institute of Ocean Sciences (BIOS) | Co-Principal Investigator |
| Maas, Amy Elizabeth | Bermuda Institute of Ocean Sciences (BIOS) | Co-Principal Investigator |
| Niimi, Yuuki Justin | Arizona State University (ASU) | Student |
| Mickle, Audrey | Woods Hole Oceanographic Institution (WHOI BCO-DMO) | BCO-DMO Data Manager |
Zooplankton Collection
Live zooplankton were collected during the March 2023 cruise (AE2306) using a 1-m², 150-µm mesh Reeve net for fecal pellet elemental analysis experiments.
Fecal Pellet Incubation and Collection
Target zooplankton taxa were incubated individually in 1-L acid-washed plastic containers ("Copepotties") filled with 0.2-µm filtered seawater. Each container included an inner insert constructed from a 1-mm mesh-bottomed plastic cup to allow separation of fecal pellets from the zooplankton. Incubations were conducted in the dark at approximately 20°C for 8–12 hours. Following incubation, fecal pellets were collected under a dissection microscope using glass pipettes and rinsed three times with nuclease-free water. Pellets were imaged at 63× magnification under a stereomicroscope, and morphometric measurements were obtained using INFINITY ANALYZE 7 software (Teledyne Technologies, Inc).
Fecal Pellet Elemental Analysis
Individual fecal pellets were placed onto pre-combusted, pre-weighed GF/F filters (0.7-µm pore size). Filters were dried, and changes in mass were used to estimate pellet dry weight. Filters containing fecal pellets were acidified by exposure to concentrated HCl fumes for 16 hours to remove inorganic carbon and then dried prior to analysis. Carbon, hydrogen, and nitrogen content was quantified using a Costech ECS 4010 elemental combustion system. Pellet carbon density and C:N ratios were calculated using measured pellet dimensions and elemental data.
Raw zooplankton sample metadata (cruise ID, station, date, time, depth interval, and diel period) were recorded at sea during each cruise. Zooplankton taxa used in fecal pellet elemental analysis experiments were identified to the lowest practical taxonomic level using stereomicroscope images and standard taxonomic references.
Fecal pellet morphometric measurements (length, width, and projected area) were obtained from stereomicroscope images using INFINITY ANALYZE 7 software (Teledyne Technologies, Inc). Pellet volumes were calculated from measured dimensions assuming cylindrical geometry. Individual fecal pellet production rates were calculated by dividing the total number of pellets produced per individual by the incubation duration (hours).
Dry weight values for zooplankton individuals used in elemental analyses were determined from measured mass after drying.
For elemental analysis, GF/F filter tare weights were subtracted from post-sample weights to obtain fecal pellet dry mass. Carbon, hydrogen, and nitrogen values output by the elemental analyzer were blank-corrected using pre-combusted filter blanks. Carbon density and C:N ratios were calculated from measured elemental content and pellet volume.
All data were compiled, quality-checked for transcription errors, and formatted into standardized tables for submission. No statistical analyses, model-based flux calculations, or graphical processing are included in the submitted datasets.
- Loaded CSV file CHN_Results.csv using filename as resource name (chn_results), with empty string and "nd" treated as missing values
- Renamed 12 fields to remove special characters and units from field names to comply with BCO-DMO naming guidelines: Max_Depth_(m) to Max_Depth, Min_Depth_(m) to Min_Depth, GFF_filter# to GFF_filter_num, #_Zooplankton to num_Zooplankton, #Fecal_pellet to num_Fecal_pellet, C/N to C_N, Blank_Corrected_mg_C_(from_CHN) to Blank_Corrected_mg_C_from_CHN, Total_Volume_(um^3) to Total_Volume, FPP_using_CHN_Exp_(mg_C_ind-1_hr-1) to FPP_using_CHN_Exp_rate, FPP_using_CHN_Exp_(mg_C_ind-1) to FPP_using_CHN_Exp, Average_Animal_Dry_Weight_(mg) to Average_Animal_Dry_Weight, and StDev_Average_Animal_Dry_Weight_(mg) to StDev_Average_Animal_Dry_Weight
- Converted Date field from M/D/YYYY format to ISO 8601 date format (YYYY-MM-DD)
- Combined Date and Start_Time fields into new Datetime_Start field in ISO 8601 datetime format (YYYY-MM-DDTHH:MM), converting from Atlantic/Bermuda timezone to UTC; rows with missing Start_Time receive null Datetime_Start
- Renamed Datetime_Start -> Datetime_Start_UTC to reflect UTC timezone conversion
- Applied find and replace on Trawl column, removing the string "Tow" from values
- Output written to 998152_v1_chn_results.csv
| File |
|---|
998152_v1_chn_results.csv (Comma Separated Values (.csv), 2.82 KB) MD5:b7775f40c51b0481719cb60132b22dc0 Primary data file for dataset ID 998152, version 1 |
| File |
|---|
CHN_Fecal Pellets.csv (Comma Separated Values (.csv), 77.21 KB) MD5:12d7007e556c1c58919ce9adfe400dd4 Fecal pellet data from the CHN experiment. All night-time Reeve net trawl with latitude and longitude being 31.6492, -64.0824.Date,Calendar date of experiment start or sample collection., Units: MM-DD-YYYYCruise,R/V Atlantic Explorer (AE) cruise ID numberTrawl,Net tow identifier associated with sample collection.Start_Time,Time when experiment or deployment started., Units: HH:MM (Atlantic Standard Time GMT-4)End_Time,Time when experiment or deployment ended., Units: HH:MM (Atlantic Standard Time GMT-4)Total_Time,Duration of experiment, incubation, or deployment., Units: hours (h) or minutes (min)Hour,The Hours column represents the total deployment duration expressed as whole hours. It is calculated by rounding the Total_Time (hh:mm) up to the nearest hour.Min_Depth_(m),Minimum depth of sampling or incubation., Units: meters (m)Max_Depth_(m),Maximum depth of sampling or incubation., Units: meters (m)Experiment,Experimental treatment or experiment identifier.Zooplankton_Groups,Broad taxonomic or functional group of zooplankton.Zooplankton_Taxa,Lowest identified taxonomic classification of zooplankton.GFF_filter#,Identifier for glass fiber filter used for CHN analysis.#_of_Zooplankton_At_Beginning,Number of live zooplankton individuals at experiment start., Units: individuals (ind)#_Zooplankton_Alive,Number of zooplankton alive or present at end of experiment or analysis., Units: individuals (ind)File_name_of_Image,Filename of microscopy image used for measurements.Area_(µm^2),Two-dimensional projected area of fecal pellet or organism., Units: square micrometers (µm²) Area_(mm^2),Two-dimensional projected area of fecal pellet or organism., Units: square millimeters (mm²)Volume_(mm^3),Calculated volume of fecal pellet or organism., Units: cubic millimeters (mm³)Classification,Morphological classification of fecal pellet type., Units: categoricalColor_of_Fecal_Pellet,Observed color of fecal pellet under microscopy., Units: textSum_FP_(mm^3),total summed fecal pellet volume per experiment or sample., Units: cubic millimeters (mm³) Sum_FP_(µm³),Total summed fecal pellet volume converted to micrometer scale., Units: cubic micrometers (µm³)Notes,Qualitative observations on animal condition, pellet structure, or anomalies., Units: text |
CHN_Zooplankton.csv (Comma Separated Values (.csv), 11.46 KB) MD5:e64db67d932aac75ca2df1f403930bb8 Zooplankton data from the CHN experiment. All night-time Reeve net trawl with latitude and longitude being 31.6492, -64.0824.Date,Calendar date of experiment start or sample collection., Units: MM-DD-YYYYCruise,R/V Atlantic Explorer (AE) cruise ID numberTrawl,Net tow identifier associated with sample collection.Start_Time,Time when experiment or deployment started., Units: HH:MM (Atlantic Standard Time GMT-4)End_Time,Time when experiment or deployment ended., Units: HH:MM (Atlantic Standard Time GMT-4)Total_Time,Duration of experiment, incubation, or deployment., Units: hours (h) or minutes (min)Hour,The Hours column represents the total deployment duration expressed as whole hours. It is calculated by rounding the Total_Time (hh:mm) up to the nearest hour.Min_Depth_(m),Minimum depth of sampling or incubation., Units: meters (m)Max_Depth_(m),Maximum depth of sampling or incubation., Units: meters (m)Experiment,Experimental treatment or experiment identifier.Zooplankton_Groups,Broad taxonomic or functional group of zooplankton.Zooplankton_Taxa,Lowest identified taxonomic classification of zooplankton.GFF_filter#,Identifier for glass fiber filter used for CHN analysis.Image_Name,Filename of microscopy image used for measurements.Dry_Weight, Mass of the sample after drying for 3–4 days in a desiccator, with the tin capsule mass subtracted, Units: miligrams (mg)Wet_Weight, Mass of the sample prior to drying (wet weight), with the tin capsule mass subtracted, Units: milligrams (mg)Notes,Qualitative observations on animal condition, pellet structure, or anomalies., Units: text |
| Parameter | Description | Units |
| Date | Date of experiment start or sample collection (Atlantic/Bermuda timezone (GMT-4)) | unitless |
| Cruise | R/V Atlantic Explorer (AE) cruise ID number | unitless |
| Trawl | Net tow identifier associated with sample collection | unitless |
| Start_Time | Time when experiment or deployment started (Atlantic/Bermuda timezone (GMT-4)) | unitless |
| End_Time | Time when experiment or deployment ended (Atlantic/Bermuda timezone (GMT-4)) | unitless |
| Min_Depth | Minimum depth of sampling or incubation | meters (m) |
| Max_Depth | Maximum depth of sampling or incubation | meters (m) |
| Experiment | Experimental treatment or experiment identifier | unitless |
| GFF_filter_num | Identifier for glass fiber filter used for CHN analysis | unitless |
| Zooplankton_Groups | Broad taxonomic or functional group of zooplankton | unitless |
| Zooplankton_Taxa | Lowest identified taxonomic classification of zooplankton | unitless |
| num_Zooplankton | Number of zooplankton alive or present at end of experiment or analysis | unitless |
| Total_Hours | Duration of experiment, incubation, or deployment | hours |
| num_Fecal_pellet | Number of fecal pellets produced or analyzed | unitless |
| ug_N | nitrogen mass measured on filters via CHN analyzer | micrograms (µg) |
| ug_C | carbon mass measured on filters via CHN analyzer | micrograms (µg) |
| C_N | Carbon to nitrogen molar ratio | unitless |
| Blank_Corrected_mg_C_from_CHN | Carbon mass corrected for procedural blanks | milligrams (mg C) |
| Total_Volume | Total fecal pellet volume collected on filter | cubic micrometers (µm³) |
| Carbon_Density | Carbon content per unit fecal pellet volume | mg C µm³ |
| FPP_using_CHN_Exp_rate | Individual fecal pellet carbon production rate derived from CHN analysis | mg C individual⁻¹ h⁻¹ |
| FPP_using_CHN_Exp | Total fecal pellet carbon production per individual from CHN data | mg C individual⁻¹ |
| Average_Animal_Dry_Weight | Mean dry weight of zooplankton individuals | milligrams (mg) |
| StDev_Average_Animal_Dry_Weight | Standard deviation of zooplankton dry weight | milligrams (mg) |
| Datetime_Start_UTC | Datetime of experiment start (UTC) | unitless |
| Dataset-specific Instrument Name | Costech ECS 4010 elemental analyzer |
| Generic Instrument Name | Costech International Elemental Combustion System (ECS) 4010 |
| Dataset-specific Description | Carbon, hydrogen, and nitrogen (CHN) content of fecal pellets were measured using a Costech ECS 4010 elemental analyzer. |
| Generic Instrument Description | The ECS 4010 Nitrogen / Protein Analyzer is an elemental combustion analyser for CHNSO elemental analysis and Nitrogen / Protein determination. The GC oven and separation column have a temperature range of 30-110 degC, with control of +/- 0.1 degC. |
| Dataset-specific Instrument Name | dissection microscope |
| Generic Instrument Name | Microscope - Optical |
| Dataset-specific Description | Following incubation, fecal pellets were collected under a dissection microscope using glass pipettes and rinsed three times with nuclease-free water. |
| Generic Instrument Description | Instruments that generate enlarged images of samples using the phenomena of reflection and absorption of visible light. Includes conventional and inverted instruments. Also called a "light microscope". |
| Dataset-specific Instrument Name | stereomicroscope |
| Generic Instrument Name | Microscope - Optical |
| Dataset-specific Description | Pellets were imaged under a stereomicroscope, and morphometric measurements were obtained using INFINITY ANALYZE 7 software. |
| Generic Instrument Description | Instruments that generate enlarged images of samples using the phenomena of reflection and absorption of visible light. Includes conventional and inverted instruments. Also called a "light microscope". |
| Dataset-specific Instrument Name | Reeve net |
| Generic Instrument Name | Reeve Net |
| Dataset-specific Description | Live zooplankton were collected during the March 2023 cruise (AE2306) using a 1-m², 150-µm mesh Reeve net for fecal pellet elemental analysis experiments. |
| Generic Instrument Description | A Reeve Net is a conventional ring net with a very large acrylic cylindrical cod-end (30 liters) designed to collect fragile gelatinous animals. The net is lowered to a particular depth and then hauled slowly back to the surface (5-10 m/min). Reeve (1981) also described a double net system with no bridle and flotation at the net mouth that is attached to a roller mechanism that rides on a tow wire.
The roller system is locked in place by a pressure release device. Once below a set pressure, the roller
and nets are released and they float slowly up the wire, gently collecting the zooplankton, without being
influenced by the motion of the vessel and associated vertical wire movements. (from Wiebe and Benfield, 2003) |
| Website | |
| Platform | R/V Atlantic Explorer |
| Start Date | 2023-03-18 |
| End Date | 2023-03-26 |
NSF Award Abstract:
The purpose of this collaborative project is to advance understanding of the role of marine planktonic animals (or zooplankton) in the biological pump, or transport of carbon from surface to deeper ocean waters. This movement of carbon from surface to deep ocean water can ultimately affect carbon dioxide in the atmosphere, with implications for global climate. Many marine zooplankton, including species of copepods and krill, play a direct role in the biological pump both because they are abundant and because they can migrate from surface waters at night, where they feed, to depths of more than 500 m at night. At the same time, some organisms called flux feeders will remain at depth and do not migrate. Instead, they rely on particles produced by other zooplankton feeding in surface waters. In this project, the investigators are focusing on populations of flux feeders in the deeper ocean waters of the Sargasso Sea. They are leveraging an ongoing long-term research program, conducting field collections using specialized nets and particle traps, as well lab experiments, as a way to understand how these organisms modify the particles around them. This project is supporting a postdoctoral scientist and providing research experiences for undergraduates at two institutions. An education specialist is creating lesson plans for an award-winning Ask-A-Biologist website, designed for public and K-12 audiences. Images of zooplankton will be disseminated to the public and scientific community via EcoTaxa (a web platform devoted to plankton biodiversity, with images and taxonomic annotation) and physical samples will be archived as part of a teaching library.
The oceanic biological carbon pump refers to the export of dissolved and particulate organic carbon to the deep ocean, and it is a significant driver of atmospheric carbon uptake by the oceans. Evidence from long-term research carried out at the Bermuda Atlantic Time-series Study (BATS) site suggests that the spectrum of particles collected by gel-traps below the euphotic zone changes drastically below 150 m, which is attributed to resident populations of zooplankton that feed on vertically migrating zooplankton as well as sinking particles. The goals of this study are to investigate the role of different zooplankton taxa on both particle aggregate formation and in particle transformation, and to compare and characterize the particles generated by the zooplankton communities with those collected by particle traps. The investigators are combining field collections with experiments onboard ship and in environmental chambers. They are collecting samples over two years, with three cruises a year to capture distinct seasons. They are assessing high-resolution vertical distribution of zooplankton in the upper 600 m using Multiple Opening-Closing Net and Environmental Sensing System (MOCNESS) tows during day- and night-time, to distinguish diel vertical migrators from resident populations and to quantify contributions to particulate organic carbon flux via fecal pellet production. On each cruise, sinking particles are being collected using gel trap tubes attached to the particle traps deployed monthly at BATS. In addition, roller tank experiments are determining how individual zooplankton mediate aggregate formation. Particle types and fecal pellets are being characterized using image analysis and DNA-based analysis of microbial communities. Finally, ongoing data collection from the long-term BATS program is providing invaluable environmental context and will ensure results from this study contribute to ongoing community efforts to observe and predict the fate of carbon in our global system.
This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
| Funding Source | Award |
|---|---|
| NSF Division of Ocean Sciences (NSF OCE) | |
| NSF Division of Ocean Sciences (NSF OCE) |