Contributors | Affiliation | Role |
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Hughes, A. Randall | Northeastern University | Principal Investigator |
DuBois, Katherine | University of California-Davis (UC Davis) | Scientist |
Kardish, Melissa | University of California-Davis (UC Davis) | Scientist |
Schenck, Forest | Northeastern University | Scientist |
Stachowicz, John J. | University of California-Davis (UC Davis) | Scientist |
York, Amber D. | Woods Hole Oceanographic Institution (WHOI BCO-DMO) | BCO-DMO Data Manager |
We used a substitutive design to test the effects of eelgrass (Zostera marina) genotypic identity (eight genotypes), diversity (monocultures of 1 genotype vs. polycultures of 4 genotypes), and temperature (ambient or + 3.2° C) on the prevalence and intensity of Labyrinthula over eight weeks in an array of flow-through 120-L mesocosms at the Bodega Marine Laboratory in Bodega Bay, CA. We assigned ten pots - two unique polyculture combinations and each of the eight monocultures - to each of ten mesocosms, with five mesocosms per temperature treatment (see DuBois et al. 2020 for a diagram of the experimental set up). All mesocosms received sand-filtered flow-through seawater at a rate of approximately 0.8-1.0 L min-1. We allowed the plants to acclimate for one month prior to initiating the temperature treatments. We maintained an ambient temperature treatment by cooling flow-through seawater in a head tank by approximately 1˚C using an Aqua Logic Delta Star in-line titanium chiller. Seawater in the elevated temperature treatment was raised approximately 3˚C above the ambient treatment in a separate header tank using Process Technologies titanium immersion heaters. This level of warming mimicked the 2014-15 extreme warming events in the Northern Pacific called “The Blob”, which raised summer ocean temperatures three standard deviations above the long-term average (Sanford et al. 2019).
Life Sciences Identifiers (LSID) for taxonomic names:
Zostera marina (urn:lsid:marinespecies.org:taxname:145795)
Labyrinthula zosterae (urn:lsid:marinespecies.org:taxname:395093)
Labyrinthula (urn:lsid:marinespecies.org:taxname:119090)
Code that includes temperature analysis associated with this experiment: All code was written and run in R (version 3.6.1, www.R-project.org). Github repository link: https://github.com/schenckf/BWE_Experiment and Zenodo DOI: https://doi.org/10.5281/zenodo.7129500. A general description of the code is included in the repository release.
BCO-DMO Processing:
File |
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temp.csv (Comma Separated Values (.csv), 6.42 MB) MD5:12492def8f17cb4d7bdd39b49cdd019b Primary data file for dataset ID 883037 |
Parameter | Description | Units |
temperature_treatment | Descriptor of the temperature treatment applied to seawater: ambient (cooled flow-through seawater by approximately 1oC); elevated (heated flow-through seawater by approximately 3oC) | unitless |
bin | Unique identifier number assigned to each of the ten 120 L mesocosms at the Bodega Marine Laboratory supplied with flow-through seawater | unitless |
date_time | Date and time of temperature measurement (Time zone: PST/PDT) | unitless |
temperature | Seawater temperature | Degrees Celsius |
ISO_DateTime_UTC | Date and time of temperature measurement (Time zone: UTC) in ISO8601 format. | unitless |
Dataset-specific Instrument Name | flow through tanks |
Generic Instrument Name | Aquarium |
Generic Instrument Description | Aquarium - a vivarium consisting of at least one transparent side in which water-dwelling plants or animals are kept |
Dataset-specific Instrument Name | Aqua Logic Delta Star in-line titanium chiller |
Generic Instrument Name | Aquarium chiller |
Dataset-specific Description | We maintained an ambient temperature treatment by cooling flow-through seawater in a head tank by approximately 1˚C using an Aqua Logic Delta Star in-line titanium chiller. |
Generic Instrument Description | Immersible or in-line liquid cooling device, usually with temperature control. |
Dataset-specific Instrument Name | Process Technologies titanium immersion heater |
Generic Instrument Name | Immersion heater |
Dataset-specific Description | Seawater in the elevated temperature treatment was raised approximately 3˚C above the ambient treatment in a separate header tank using Process Technologies titanium immersion heaters |
Generic Instrument Description | Submersible heating element for water tanks and aquaria. |
Dataset-specific Instrument Name | Onset Hobo Pendant Temperature Data Loggers |
Generic Instrument Name | Onset HOBO Pendant Temperature/Light Data Logger |
Generic Instrument Description | The Onset HOBO (model numbers UA-002-64 or UA-001-64) is an in-situ instrument for wet or underwater applications. It supports light intensity, soil temperature, temperature, and water temperature. A two-channel logger with 10-bit resolution can record up to approximately 28,000 combined temperature and light measurements with 64K bytes memory. It has a polypropylene housing case. Uses an optical USB to transmit data. A solar radiation shield is used for measurement in sunlight. Temperature measurement range: -20 deg C to 70 deg C (temperature). Light measurement range: 0 to 320,000 lux. Temperature accuracy: +/- 0.53 deg C from 0 deg C to 50 deg C. Light accuracy: Designed for measurement of relative light levels. Water depth rating: 30 m. |
NSF Award Abstract:
Disease outbreaks in the ocean are increasing, causing losses of ecologically important marine species, but the factors contributing to these outbreaks are not well understood. This 5-year CAREER project will study disease prevalence and intensity in two marine foundation species - the seagrass Zostera marina and the Eastern oyster Crassostrea virginica. More specifically, host-disease relationships will be explored to understand how genetic diversity and population density of the host species impacts disease transmission and risk. This work will pair large-scale experimental restorations and smaller-scale field experiments to examine disease-host relationships across multiple spatial scales. Comparisons of patterns and mechanisms across the two coastal systems will provide an important first step towards identifying generalities in the diversity-density-disease relationship. To enhance the broader impacts and utility of this work, the experiments will be conducted in collaboration with restoration practitioners and guided by knowledge ascertained from key stakeholder groups. The project will support the development of an early career female researcher and multiple graduate and undergraduate students. Students will be trained in state-of-the-art molecular techniques to quantify oyster and seagrass parasites. Key findings from the surveys and experimental work will be incorporated into undergraduate courses focused on Conservation Biology, Marine Biology, and Disease Ecology. Finally, students in these courses will help develop social-ecological surveys and mutual learning games to stimulate knowledge transfer with stakeholders through a series of workshops.
The relationship between host genetic diversity and disease dynamics is complex. In some cases, known as a dilution effect, diversity reduces disease transmission and risk. However, the opposite relationship, known as the amplification effect, can also occur when diversity increases the risk of infection. Even if diversity directly reduces disease risk, simultaneous positive effects of diversity on host density could lead to amplification by increasing disease transmission between infected and uninfected individuals. Large-scale field restorations of seagrasses (Zostera marina) and oysters (Crassostrea virginica) will be utilized to test the effects of host genetic diversity on host population density and disease prevalence/intensity. Additional field experiments independently manipulating host genetic diversity and density will examine the mechanisms leading to dilution or amplification. Conducting similar manipulations in two marine foundation species - one a clonal plant and the other a non-clonal animal - will help identify commonalities in the diversity-density-disease relationship. Further, collaborations among project scientists, students, and stakeholders will enhance interdisciplinary training and help facilitate the exchange of information to improve management and restoration efforts. As part of these efforts, targeted surveys will be used to document the perceptions and attitudes of managers and restoration practitioners regarding genetic diversity and its role in ecological resilience and restoration.
Funding Source | Award |
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NSF Division of Ocean Sciences (NSF OCE) |