| Contributors | Affiliation | Role |
|---|---|---|
| Okamoto, Daniel K. | Florida State University (FSU) | Principal Investigator |
| Gimenez, Iria | Hakai Institute | Scientist |
| Karelitz, Sam E. | Florida State University (FSU) | Scientist |
| Swezey, Daniel | University of California-Davis (UC Davis) | Scientist |
| Munstermann, Maya J. | Florida State University (FSU) | Student |
| Spindel, Nathan | Florida State University (FSU) | Student |
| Collicutt, Brenna | Hakai Institute | Technician |
| Cronmiller, Evan | Hakai Institute | Technician |
| Foss, Megan | Hakai Institute | Technician |
| Mahara, Natalie | Department of Fisheries and Oceans Canada | Technician |
| Rolheiser, Kate | Hakai Institute | Technician |
| Ward-Diorio, Rebecca | University of California-Berkeley (UC Berkeley) | Data Manager |
| Mickle, Audrey | Woods Hole Oceanographic Institution (WHOI BCO-DMO) | BCO-DMO Data Manager |
To quantify how different thermal regimes affect investment in gonads and development of gametes in male and female urchins, we first conducted a 10-week experiment in which 300 animals were incubated in replicate 350L mesocosms that simulated El Niño (N = 4 mesocosms, 60 animals per treatment) or La Niña (N = 4 mesocosms, 60 animals) conditions based on historical, empirical benthic temperature time series from Scripps Pier in La Jolla, Californiathat coincide with historical collapses in larval supply in Southern California.
We paired these treatments with a range of fixed temperature incubations (10, 13, 16, 17, 18, 20 °C, N = 2 mesocosms, 30 animals per treatment), two of which matched the mean temperature of the El Niño (20 °C) and La Niña (16 °C). Experiments were conducted at the Marna Lab at the Hakai Institute’s Quadra Island Ecological Observatory in Heriot Bay, British Columbia due to availability of sophisticated seawater systems for careful, replicated temperature manipulations.
Field Collections and Acclimation
We collected sea urchins by hand on SCUBA in the vicinity of Ucluelet, British Columbia, Canada (48.94°N, 125.56° W) from a depth of 7-8 m relative to mean low tide in September 2021 and transported them to the Marna Lab via truck in seawater filled coolers with bubblers in less than 24 hours. We transferred sea urchins to flow-through sea tables and allowed them to recover for a period of one week before placing animals into the mesocosm system. Animals were haphazardly selected and assigned to the "Wild" group or "Experimental" group (and thereafter treatments) from this pool.
For the "Experimental" group, we selected healthy individuals within a constrained size range for incubations (n = 300, mean test diameter = 56.09 mm, range test diameter = 42.12 – 69.46 mm). Finally, we assigned animals to mesocosms at random at ambient temperature and exposed each assigned mesocosm to a temperature ramp, where the ramp reached target temperatures after two weeks from the initial incoming, ambient temperature (mean across all tanks of 13.3°C, SD = 0.3°C) to avoid thermal shock. Once initial target temperatures were reached, they were maintained or, for the variable treatments, were manually adjusted daily in the AM (∼8am each day) as needed by 0.5 °C increments in a scheduled manner to match historical mean El Niño and La Niña daily temperature trends.
Mesocosm System
We placed urchins in a custom-built array of twenty replicated 214 L [90(L) x 59.5(W) x 40(H) cm] acrylic mesocosms supplied with flow-through UV sterilized and filtered seawater. Each mesocosm was capable of independent control of temperature and animals were provided a lighting regime for all mesocosms using LED fixtures (Aquamaxx, CA, USA) programmed to provide 10L:14D with two-hour linear light intensity transition periods for dawn and dusk (0-100% from 07:00 to 09:00 “dawn”, and 100-0% from 17:00 to 19:00 “dusk”). Each mesocosm independently maintained temperature treatments using a heat exchanger fitted with a titanium coil regulated by a dual stage digital temperature controller (Resolution = 0.1°C, Dwyer Instruments, LLC.©, Michigan City, IN, USA). The mesocosm system employed central cooling (Aermec Mits Airconditioning Inc., Mississauga, ON, Canada) and heating (boiler array, Viessmann Manufacturing Company Inc., Warwick, RI, USA) to supply independent heat exchangers with on-demand cold and warm glycol loops for down- and up-regulation of water temperature, respectively. We manually checked and re-calibrated sensors, as needed, using digital traceable thermometers twice daily to control potential temperature sensor drift. We randomly assigned mesocosms to the specified treatments.
Animal husbandry
We fed individuals uniform dry pellets combining several macroalgal species formulated for the aquaculture of S. purpuratus (Urchinomics Canada Inc., Halifax, NS, Canada). Animals in mesocosms were fed twice per week and we removed uneaten food and refuse every 72 h. More detail available in the results publication (Okamoto et al. 2023).
Morphometrics
For a focal sea urchin, morphometrics included measurements of test dimensions, wet mass, dry mass, and ash mass as well as visual determinations of the sex and whether gametes were actively extruded immediately following dissection. Test dimensions were measured using digital calipers (Mitutoyo America Corporation®, Aurora IL, USA). Wet weight was measured using a calibrated digital scale (Mettler-Toledo, LLC., Columbus, OH, USA) following a 30 s drying period in a dry dissection tray (United States Plastic Corporation®, Lima, OH, USA). We estimated the amount of metabolically active biomass for an individual by calculating ash-free dry mass (AFDM) for each subject. AFDM quantifies soft tissue biomass while excluding skeletal biomass that does not contribute meaningfully to changes in DO. We calculated AFDM as the difference between dry mass and post-combustion ash mass (i.e., skeletal mass). We measured all mass metrics by weighing samples on a calibrated digital scale (Mettler-Toledo, LLC). To measure dry mass, we first cracked the test of the urchins and discarded the coelomic fluid, then dried the carcasses for 24 hours at 60 ℃ in a drying oven then weighed the dried carcasses. To measure post-combustion ash mass, we combusted these dried carcasses for six hours at 450 ℃ in a muffle furnace, then weighed the resulting ashes of each carcass.
For full methods, see results publication (Okamoto et al. 2023).
- Imported "morphometrics.csv" into BCO-DMO system
- Renamed missing parameter name "row_num"
- Formatted dates in YYYY-MM-DD format
- Exported file as "963419_v1_urchin_morphometrics.csv"
- Species name Strongylocentrotus purpuratus (urn:lsid:marinespecies.org:taxname:240747) verified as current accepted form on 2025-07-08, using the WoRMs World Registery of Marine Species database.
| Parameter | Description | Units |
| date | Date of data collection | unitless |
| temp | Temperature treatment in degrees Celsius; treatments of 10, 13, 16, 17, 18, 18-14, 20, or 21-18 | degrees Celsius |
| pco2_h_l | pCO2 treatment | unitless |
| tank_id | Identifier for experimental mesocosm | unitless |
| pit_tag_id | Identifier for implanted Passive Integrated Transponder (PIT) | unitless |
| diam | Test diameter of the organism | Millimeters (mm) |
| ht | Test height of the organism | Millimeters (mm) |
| crack_mass | Mass of the animal when cracked and drained | grams |
| wet_gonad_mass | Wet mass of a single gonad | grams |
| dry_urchin_mass | Dry mass of the urchin carcass minus two sampled gonads and the lantern | grams |
| dry_gonad_mass | Dry mass of the single excised gonad | grams |
| dry_lantern_mass | Dry mass of the lantern | grams |
| ash_mass_urchin | Mass of ash of the the urchin carcass following muffle furnacing at 450 degrees for six hours | grams |
| ash_mass_gonad | Mass of the ash following muffle furnacing at 450 degrees for six hours | grams |
| ooze_y_n | Gonads were actively oozing gametes during or after removal (y or n) | unitless |
| sex | Sex of the animal determined by visual assessment | unitless |
| histology_casette_number | Number of the histological cassette | unitless |
| Dataset-specific Instrument Name | Digital calipers (Mitutoyo America Corporation®, Aurora IL, USA) |
| Generic Instrument Name | calipers |
| Dataset-specific Description | Test dimensions were measured using digital calipers (Mitutoyo America Corporation®, Aurora IL, USA). |
| Generic Instrument Description | A caliper (or "pair of calipers") is a device used to measure the distance between two opposite sides of an object. Many types of calipers permit reading out a measurement on a ruled scale, a dial, or a digital display. |
| Dataset-specific Instrument Name | Drying oven (60 ℃, Thermo Scientific) |
| Generic Instrument Name | Drying Oven |
| Dataset-specific Description | To measure dry mass, we first cracked the test of the urchins and discarded the coelomic fluid, then dried the carcasses for 24 hours at 60 ℃ in a drying oven then weighed the dried carcasses. |
| Generic Instrument Description | a heated chamber for drying |
| Dataset-specific Instrument Name | Muffle furnace (450 ℃, Thermo Scientific) |
| Generic Instrument Name | muffle furnace |
| Dataset-specific Description | To measure post-combustion ash mass, we combusted these dried carcasses for six hours at 450 ℃ in a muffle furnace, then weighed the resulting ashes of each carcass. |
| Generic Instrument Description | A muffle furnace or muffle oven (sometimes retort furnace in historical usage) is a furnace in which the subject material is isolated from the fuel and all of the products of combustion, including gases and flying ash. A type of jacketed enclosure that is used to heat a material to significantly high temperatures while keeping it contained and fully isolated from external contaminants, chemicals or substances. Muffle furnaces are usually lined with stainless steel, making them largely corrosion-resistant. |
| Dataset-specific Instrument Name | Calibrated scale (Mettler-Toledo, LLC., Columbus, OH, USA) |
| Generic Instrument Name | scale or balance |
| Dataset-specific Description | Wet weight was measured using a calibrated digital scale (Mettler-Toledo, LLC., Columbus, OH, USA) following a 30 s drying period in a dry dissection tray (United States Plastic Corporation®, Lima, OH, USA). We measured all mass metrics by weighing samples on a calibrated digital scale (Mettler-Toledo, LLC). |
| Generic Instrument Description | Devices that determine the mass or weight of a sample. |
| Dataset-specific Instrument Name | SCUBA |
| Generic Instrument Name | Self-Contained Underwater Breathing Apparatus |
| Dataset-specific Description | All animals were simultaneously collected from Ucluelet, British Columbia, Canada (48° 56.604N, 125° 34.699W) from a depth of 7-8 m relative to mean low tide on 3 September 2021 using SCUBA and immediately transported to the Marna Laboratory flow through seawater system. |
| Generic Instrument Description | The self-contained underwater breathing apparatus or scuba diving system is the result of technological developments and innovations that began almost 300 years ago. Scuba diving is the most extensively used system for breathing underwater by recreational divers throughout the world and in various forms is also widely used to perform underwater work for military, scientific, and commercial purposes.
Reference: https://oceanexplorer.noaa.gov/technology/technical/technical.html |
NSF Award Abstract:
Rapid and extreme warming events such as El Niño and marine heatwaves have had ecological and economic impacts on nearshore marine ecosystems. These impacts include reductions in biomass and collapses in commercial fisheries. For many species, population booms and busts are controlled by shifts in reproduction and juvenile dispersal related to warmer temperatures and ocean circulation. However, how population fluctuations are shaped by interacting processes that control adult reproduction and larval survival remains unclear. Marine heatwaves often accompany major disruptions in ocean circulation, which can affect survival and the distribution of species that produce free-floating, planktonic larvae. As a result, species can be impacted directly by temperature effects on organismal reproduction and survival, and indirectly by shifts in ocean circulation that affect larval success. This project is examining how the joint effects of temperature and ocean circulation are controlling populations of purple sea urchins (Strongylocentrotus purpuratus). To address project objectives, the team is developing oceanographic models to predict dispersal of planktonic larvae in combination with controlled experiments on adult reproductive success. This project is advancing the understanding of how ecologically important species respond to ocean temperature and circulation, which are forecast to shift under future climate change scenarios. Broader impacts of the project include training of students and post-docs in STEM and educational outreach. Curriculum development and implementation is occurring in collaboration with existing K-12 outreach programs that focus on underserved communities and under-represented groups. The goal is to empower the next generation of scientists to use integrative approaches to predict ecological consequences of climate change.
Purple sea urchins are an ideal species for studying the coupled impacts of warming and ocean circulation on recruitment and survival given a wealth of ecological and organismal data. The species has a mapped genome, can be transported large distances as larvae by ocean currents, and larval abundances in California exhibit orders of magnitude variation with heatwaves and El Niño fluctuations. To quantify the processes that shape spatial and temporal variability in larval supply, researchers are applying a novel combination of biophysical modeling, experiments and statistical modeling of long-term, high-resolution data on larval settlement across the Southern California Bight (SCB). Research module 1 is quantifying spatial and temporal patterns of larval transport using a 3D-biophysical model of the SCB. The model is testing how interactions among historical changes in ocean circulation and temperature, larval life history, and larval behavioral traits affect variation in larval supply in space and time. Research module 2 is focused on how temperature could affect spatial and temporal variation in egg production. Experiments are characterizing reproductive thermal performance curves and quantifying how these vary among populations and organismal history. A novel assay is assessing epigenetic regulation of gene expression associated with performance curves. Finally, Module 3 will integrate mechanistic models from Modules 1 and 2 to statistically assess their ability to explain spatial and temporal trends in a nearly three-decade dataset of larval settlement from six sites in the SCB. This is one of the first studies that integrates models of larval transport, reproductive performance and settlement data to empirically test how physical and biological processes affect local recruitment patterns in complex marine meta-populations.
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) |