http://lod.bco-dmo.org/id/dataset/883945 eng; USA utf8 dataset Highest level of data collection, from a common set of sensors or instrumentation, usually within the same research project Biological and Chemical Oceanography Data Management Office (BCO-DMO) Unavailable 508-289-2009 WHOI MS#36 Woods Hole MA 02543 USA info@bco-dmo.org http://www.bco-dmo.org Monday - Friday 8:00am - 5:00pm For questions regarding this resource, please contact BCO-DMO via the email address provided. pointOfContact 2022-11-18 ISO 19115-2 Geographic Information - Metadata - Part 2: Extensions for Imagery and Gridded Data ISO 19115-2:2009(E) Juvenile oyster shell strength measurements from predator cue bioassay experiments with treatments including blue crab urine, homarine, and trigonelline conducted at Dauphin Island Sea Lab, Dauphin Island, AL between June and August of 2020 2022-11-18 publication 2022-11-18 revision Marine Biological Laboratory/Woods Hole Oceanographic Institution Library (MBLWHOI DLA) 2022-12-02 publication https://doi.org/10.26008/1912/bco-dmo.883945.1 Julia Kubanek Georgia Institute of Technology principalInvestigator Delbert Lee Smee Dauphin Island Sea Lab principalInvestigator Marc Weissburg Georgia Institute of Technology principalInvestigator Benjamin A. Belgrad Dauphin Island Sea Lab principalInvestigator Biological and Chemical Oceanography Data Management Office (BCO-DMO) Unavailable 508-289-2009 WHOI MS#36 Woods Hole MA 02543 USA info@bco-dmo.org http://www.bco-dmo.org Monday - Friday 8:00am - 5:00pm For questions regarding this resource, please contact BCO-DMO via the email address provided. publisher Cite this dataset as: Roney, S. H., Cepeda, M., Belgrad, B. A., Smee, D. L., Kubanek, J., Weissburg, M. (2022) Juvenile oyster shell strength measurements from predator cue bioassay experiments with treatments including blue crab urine, homarine, and trigonelline conducted at Dauphin Island Sea Lab, Dauphin Island, AL between June and August of 2020. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2022-11-18 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.883945.1 [access date] Dataset Description: &lt;p&gt;See &quot;Related Datasets&quot; section for&amp;nbsp;results of other&amp;nbsp;predator cue bioassay experiments.&lt;/p&gt; Methods and Sampling: &lt;p&gt;Oyster spat were exposed to one of the following cues in individual aquaria: blue crab urine (mud crab or oyster diet), trigonelline (24.6 µM), homarine (15.1 µM), or trigonelline (24.6 µM) + homarine (15.1 µM).&amp;nbsp; Additionally, we used natural seawater (settled for 3 days to remove sediment) as a negative control and predator water as a positive control.&lt;/p&gt; &lt;p&gt;Diploid oyster spat were purchased from the Auburn University Shellfish Laboratory and settled onto 4.5 cm × 4.5 cm marble tiles. For one week after settlement, spat on tiles were caged and kept in 1250 L mesocosms with natural flowing seawater from Mobile Bay at a flow rate of 20 L/min. We then ensured each tile had at least 15 oyster spat and used high-density polyethylene fishing line to tie tiles back-to-back. Three tile pairs were placed in each aquarium, ensuring that every tile pair was upright to maintain good water flow around the spat. An intact, sun-bleached adult oyster shell was also placed into each aquarium for spat tile pairs to lean on so that they maintained an upright position. Aquaria were filled with 2 L of natural seawater (with the exception of the predator water control, which received 1.5 L seawater + 0.5 L predator water) that had settled for at least 3 days to remove sediment particles. Seawater was supplemented with either Instant Ocean salt or deionized water to reach 20 ppt (± 2 ppt). Each aquarium contained filtered air bubblers for oxygenation. Aquaria were covered with lids to reduce evaporation and stored outside under a covered pavilion in a water bath containing ambient flow-through seawater to regulate temperature. Spat were fed Instant Algae Shellfish Diet 1800 (Reed Mariculture). At the start of the experiment, spat were fed 0.5 mL twice daily, but we increased this amount to 1 mL twice daily as spat grew larger. Complete water changes and aquarium cleanings were performed twice weekly, and 1 mL of predator chemical cues (i.e., blue crab urine and pure chemical compounds) were added to the aquaria immediately after water changes. Predator water was created by housing 6 blue crabs (carapace width 12-17 cm), in a 238 L volume mesocosm, and feeding each crab an adult oyster (length 6-7 cm). After 3-5 hours, 500 mL of this water was added to each positive control aquarium.&lt;/p&gt; &lt;p&gt;Homarine (15.1 µM) and trigonelline (24.6 µM) solutions used to induce oyster spat were prepared at natural concentrations found in urine of blue crabs fed an Eastern oyster diet (SI Appendix, Fig. S1&amp;nbsp;in Roney et al. (submitted)). Homarine (Santa Cruz Biotechnology Company) and trigonelline (Toronto Research Chemicals) were dissolved in deionized water at 27x and 97x (respectively) of the final concentrations used for the bioassay. These stock solutions were aliquoted and frozen at –80 °C. On days designated for cue addition, stock solutions were diluted to 1x concentration and 1 mL was added to each corresponding replicate aquarium. To prepare the trigonelline + homarine treatment, 2x concentration homarine and trigonelline solutions were mixed together in a 1:1 ratio to form a 1x concentration mixture.&amp;nbsp;&lt;/p&gt; &lt;p&gt;Predator urine was collected from blue crabs fed two different diets, oysters or mud crabs (Panopeus herbstii). Blue crabs were collected from crab pots near Dauphin Island, AL, USA and housed in 1250 L mesocosms flowing with natural seawater. Crab size ranged from 11-19 cm, measured from spine to spine on the widest part of the carapace. Crabs were starved for 2-3 days and then were each fed either one adult oyster (~6-7 cm length) or ~5 g of frozen mud crabs every 48 hours to standardize diets. Mud crabs used for feeding were collected from either Priest’s Landing, Skidaway Island, GA (31°57'44.89&quot;N, 81° 0'48.22&quot;W) or the North Inlet Estuary, SC (33°21'52&quot;N, 79°10'03&quot;W). Crabs were maintained on these diets for one week prior to urine extraction to ensure all extracted metabolites were from the specified diets. Urine was collected from individuals twice a week. Crabs were cooled to quiescence, then a 23 gauge-needle was inserted approximately 2 mm into the nephropore and urine was extracted with gentle vacuum suction into clean glass vials. Urine used for the experiment was clear or yellow in color and foamy; urine was discarded if it appeared cloudy or bluish-gray in color, as this indicated contamination with hemolymph. Urine was frozen at –80 °C immediately after collection. Oyster diet urine was collected from a total of 161 crabs, each crab provided on average 4.08 ± 3.11 mL per collection, and was extracted from 2.2 ±1.0 times on average. Mud crab diet urine was collected from approximately 102 crabs; each crab provided on average 5.04 ± 4.07 mL per collection and was used for extraction 2.0 ± 1.0 times on average. We later combined the urine of different individuals into 12 mixtures using the fewest individuals possible, where each mixture was considered a biological replicate (Table S1&amp;nbsp;in Supplemental File PDF). These mixtures were then partitioned into 1 mL aliquots and stored at ‑80 °C until use.&lt;/p&gt; &lt;p&gt;In this bioassay, all treatments and controls had 12 replicates, and all treatments were run simultaneously. However, the replicates were divided among two blocks, n=3 per treatment (21 total aquaria) in the first block and n=9 per treatment (63 total aquaria) in the second block. The blocks began approximately 4 weeks apart and both experimental blocks were planned for 8 weeks, however, the first block of the experiment ended early (June 5, 2020 through July 6, 2020, total 31 days) due to high levels of mortality and the second block of the experiment was disrupted (July 9, 2020 through August 23, 2020, total 48 days) due to heavy storms in Dauphin Island, AL.&amp;nbsp;&lt;/p&gt; &lt;p&gt;At the completion of the experiment, spat from each aquarium were randomly selected for assessment of shell strength. Approximately 20 oysters were crushed from each aquarium (distributed across tile pairs), except for one predator water replicate (15 oysters) and one trigonelline replicate (19 oysters) due to high mortality. Individual spat width was measured for each crushed oyster to 0.01 mm using a Vernier digital caliper. The force required to crush oysters was measured using a Kistler 5995 charge amplifier and Kistler 9207 force sensor following standard protocol (Robinson et al., 2014). Crushing force was divided by spat width to produce a size-standardized metric of shell strength (i.e., standardized crushing force, N/mm) because larger individuals typically have a stronger shell as a byproduct of their size. Standardized crushing force measurements for oysters within the same aquarium were averaged, however data were removed for outliers, dead oysters, and unreliable measurements resulting in fewer spat contributing to an aquarium average. Due to a batch effect (i.e., all seawater replicates in block one were statistical outliers), all block one samples were excluded from further statistical analyses. Additionally, two predator water replicates, and one trigonelline + homarine replicate were excluded from statistical analyses due to high mortality. As a result, there were 9 replicate aquaria per treatment with the exception of predator water (n=7) and trigonelline + homarine (n=8) treatments.&lt;br /&gt; &lt;br /&gt; Instruments:&lt;br /&gt; Individual spat width was measured for each crushed oyster to 0.01 mm using a Vernier digital caliper. The force required to crush oysters was measured using a Kistler 5995 charge amplifier and Kistler 9207 force sensor following standard protocol (Robinson et al., 2014).&amp;nbsp;&lt;br /&gt; &lt;br /&gt; Problems/Issues:&lt;br /&gt; Only live oysters were crushed for the experiment. If an oyster was crushed and found to be dead (no soft tissue within shell), that was noted on the data file to be excluded from the analysis. Due to this, some treatments had fewer replicates than others, but this was accounted for in data analysis.&amp;nbsp;Data were&amp;nbsp;only included in the statistical analysis if there was no note in the life_status column or if it was specifically labeled as alive. All of Block 1 was later excluded from the statistical analysis for this publication due to this high mortality (more detail in the analysis description of the methods above).&lt;br /&gt; &lt;br /&gt; life_status notations and meanings:&lt;/p&gt; &lt;ul&gt; &lt;li&gt;&quot;a&quot; = Spat was alive and it was not excluded from initial analysis (though block 1 data was excluded from final analysis for publication regardless of life status)&lt;/li&gt; &lt;li&gt;&quot;?&quot; =&amp;nbsp; Unclear if the spat was alive or dead. These rows were excluded from the statistical analysis&lt;/li&gt; &lt;li&gt;&quot;most dead&quot; = each row in the data refers to a single spat. This means the spat in this row was dead&lt;/li&gt; &lt;li&gt;&quot;lots of dead&quot; = each row in the data refers to a single spat. This means the spat in this row was dead&lt;/li&gt; &lt;li&gt;&quot;d&quot; and &quot;dead&quot; = each row in the data refers to a single spat.&amp;nbsp;This means the spat in this row was dead&lt;/li&gt; &lt;li&gt;&quot;tiles looked bad/dead, algae growing&quot; = treatment excluded from analysis&lt;/li&gt; &lt;/ul&gt; Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1948423 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1948423 Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1948441 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1948441 completed Julia Kubanek Georgia Institute of Technology 404-894-8424 School of Biological Sciences Georgia Institute of Technology Atlanta GA 30332-0230 USA julia.kubanek@biosci.gatech.edu pointOfContact Delbert Lee Smee Dauphin Island Sea Lab (251) 861-2141 101 Bienville BLVD Dauphin Island Alabama 36528 USA lsmee@disl.org pointOfContact Marc Weissburg Georgia Institute of Technology 404-894-8433 School of Biological Sciences Georgia Institute of Technology Atlanta GA 30332-0230 USA marc.weissburg@biology.gatech.edu pointOfContact Benjamin A. Belgrad Dauphin Island Sea Lab babelgra@eckerd.edu pointOfContact asNeeded Dataset Version: 1 Unknown block tank overall_treatment mixture pair tile spat_ID length crushing_force stand_force life_status Vernier digital caliper Kistler 5995 charge amplifier and Kistler 9207 force sensor theme None, User defined sample description tank treatment count length No BCO-DMO term featureType BCO-DMO Standard Parameters calipers Force sensor instrument BCO-DMO Standard Instruments otherRestrictions otherRestrictions Access Constraints: none. Use Constraints: Please follow guidelines at: http://www.bco-dmo.org/terms-use Distribution liability: Under no circumstances shall BCO-DMO be liable for any direct, incidental, special, consequential, indirect, or punitive damages that result from the use of, or the inability to use, the materials in this data submission. If you are dissatisfied with any materials in this data submission your sole and exclusive remedy is to discontinue use. Collaborative Research: Keystone chemicals: Identifying general and universal molecules of fear https://osprey.bco-dmo.org/project/839801 Collaborative Research: Keystone chemicals: Identifying general and universal molecules of fear <p><em>NSF Award Abstract:</em><br /> Many prey species use chemicals released in predator urine to detect imminent danger and respond appropriately, but the identity of these ‘molecules of fear’ remains largely unknown. This proposal examines whether prey detect different estuarine predators using the same chemical or whether the identity of the chemical signals varies. Experiments focus on common and important estuarine prey, mud crabs and oysters, and their predators including fishes, crustaceans and marine snails. Bioactive molecules are being collected from predators and prey and characterized. The goal is to determine if there are predictive relationships between either the composition of prey flesh or the predator taxon and the signal molecule. Understanding the molecular nature of these cues can determine if there are general rules governing likely signal molecules. Once identified, investigators will have the ability to precisely manipulate or control these molecules in ecological or other types of studies. Oysters are critical to estuarine health, and they are important social, cultural and economic resources. Broader impacts of the project include training of undergraduate and graduate students from diverse backgrounds and working with aquaculture facilities and conservation managers to improve growth and survival of oysters. One response to predator cues involves creating stronger shells to deter predation. Determining the identity of cues used by oysters to detect predators can provide management options to produce oysters that either grow faster or are more resistant to predators. Project personnel is working with oystermen to increase yields of farmed oysters by managing chemical cues.</p> <p>For marine prey, waterborne chemical cues are important sources of information regarding the threat of predation, thus, modulating non-consumptive effects of predation in many systems. Often such cues are produced when the predators consume the flesh of that prey. In nearly all cases, the specific bioactive molecules responsible for modulating these interactions are unknown, raising the question whether there is a universal molecule of fear that prey respond to. Thus, the focus of the project is to determine the generality of fear-inducing metabolites released by predators and prey in estuarine food webs. The project combines metabolomics analysis of diet-derived urinary metabolites with bioassays to identify the bioactive molecules producing responses in two prey species from different taxonomic groups and trophic levels (oysters, mud crabs). Metabolites are sampled from three types of predators, fish, gastropods or crustaceans. This project aims to: 1) identify bioactive molecules produced by several common estuarine predators from different taxa; 2) compare cues from predators that induce defenses in prey vs. changes in prey behavior; and 3) contrast the identities and effects of predator-released cues with fear-inducing molecules from injured conspecifics. By identifying and contrasting the effects of waterborne molecules that induce prey responses from six predators and injured prey, this project is yielding insights into the mechanisms that mediate non-lethal predator effects, while addressing long-standing questions related to predator-prey interactions. In addition to the search of a universal molecule of fear, the experiments are exploring the role of complementary and distinct chemical information on the specificity of prey responses to different types of predators.</p> <p>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.</p> Identifying molecules of fear largerWorkCitation project eng; USA oceans 2020-05-05 2020-08-23 Wassaw Sound, GA, US and Dauphin Island, AL 0 BCO-DMO catalogue of parameters from Juvenile oyster shell strength measurements from predator cue bioassay experiments with treatments including blue crab urine, homarine, and trigonelline conducted at Dauphin Island Sea Lab, Dauphin Island, AL between June and August of 2020 Biological and Chemical Oceanography Data Management Office (BCO-DMO) Unavailable 508-289-2009 WHOI MS#36 Woods Hole MA 02543 USA info@bco-dmo.org http://www.bco-dmo.org Monday - Friday 8:00am - 5:00pm For questions regarding this resource, please contact BCO-DMO via the email address provided. pointOfContact http://lod.bco-dmo.org/id/dataset-parameter/883978.rdf Name: block Units: unitless Description: <p>the experimental block in which these replicate aquaria were tested</p> http://lod.bco-dmo.org/id/dataset-parameter/883979.rdf Name: tank Units: unitless Description: <p>the mesocosm in which the experimental tanks were housed for the duration of the experiment.</p> http://lod.bco-dmo.org/id/dataset-parameter/883980.rdf Name: overall_treatment Units: unitless Description: <p>bc-o = blue crab urine fed an oyster diet, bc-m = blue crab urine fed a mud crab diet, pw = predator water, h = homarine, t = trigonelline, t+h = trigonelline + homarine, sw = seawater (control)</p> http://lod.bco-dmo.org/id/dataset-parameter/883981.rdf Name: mixture Units: unitless Description: <p>The Mixture column is an individual identifying label for each of the 12 mixtures of different animals' waste products creating a treatment. Every mixture contained exudates from different individual animals. For example, bc-m1 contained urine from blue crabs fed a mud crab diet, while bc-m2 contained urine from different blue crabs fed a mud crab diet.  More information on the animals that made up each mixture can be found in the Methods section and the supplemental information. </p> http://lod.bco-dmo.org/id/dataset-parameter/883982.rdf Name: pair Units: unitless Description: <p> count of tile pairs used for data collection</p> http://lod.bco-dmo.org/id/dataset-parameter/883983.rdf Name: tile Units: unitless Description: <p>count of tiles within pairs sampled from (samples crushed were from both tiles within a pair)</p> http://lod.bco-dmo.org/id/dataset-parameter/883984.rdf Name: spat_ID Units: unitless Description: <p> count of the number of individual spat crushed</p> http://lod.bco-dmo.org/id/dataset-parameter/883985.rdf Name: length Units: millimeters (mm) Description: <p> length in mm of each individual spat sampled, measured by Vernier digital calipers to nearest 0.01 decimals</p> http://lod.bco-dmo.org/id/dataset-parameter/883986.rdf Name: crushing_force Units: newtons (N) Description: <p> force to crush spat (N), as measured by Kistler force sensor, limited to nearest 0.01 decimals</p> http://lod.bco-dmo.org/id/dataset-parameter/883987.rdf Name: stand_force Units: newtons per millimeter (N/mm) Description: <p> standardized crushing force = crushing force/length</p> http://lod.bco-dmo.org/id/dataset-parameter/883988.rdf Name: life_status Units: unitless Description: <p>spat were removed from replicate average if they were marked as dead. Replicate treatments with less than 6 live spat were removed from analysis. (See Acquistion Description section for details of what life_status values mean and whether they were included in the statistical analyses).</p> GB/NERC/BODC > British Oceanographic Data Centre, Natural Environment Research Council, United Kingdom Biological and Chemical Oceanography Data Management Office (BCO-DMO) Unavailable 508-289-2009 WHOI MS#36 Woods Hole MA 02543 USA info@bco-dmo.org http://www.bco-dmo.org Monday - Friday 8:00am - 5:00pm For questions regarding this resource, please contact BCO-DMO via the email address provided. pointOfContact 60858 https://darchive.mblwhoilibrary.org/bitstream/1912/29542/1/dataset-883945_oyster-shell-strengthening-response-blue-crab-predator-cues__v1.tsv download https://doi.org/10.26008/1912/bco-dmo.883945.1 download onLine dataset &lt;p&gt;Oyster spat were exposed to one of the following cues in individual aquaria: blue crab urine (mud crab or oyster diet), trigonelline (24.6 µM), homarine (15.1 µM), or trigonelline (24.6 µM) + homarine (15.1 µM).&amp;nbsp; Additionally, we used natural seawater (settled for 3 days to remove sediment) as a negative control and predator water as a positive control.&lt;/p&gt; &lt;p&gt;Diploid oyster spat were purchased from the Auburn University Shellfish Laboratory and settled onto 4.5 cm × 4.5 cm marble tiles. For one week after settlement, spat on tiles were caged and kept in 1250 L mesocosms with natural flowing seawater from Mobile Bay at a flow rate of 20 L/min. We then ensured each tile had at least 15 oyster spat and used high-density polyethylene fishing line to tie tiles back-to-back. Three tile pairs were placed in each aquarium, ensuring that every tile pair was upright to maintain good water flow around the spat. An intact, sun-bleached adult oyster shell was also placed into each aquarium for spat tile pairs to lean on so that they maintained an upright position. Aquaria were filled with 2 L of natural seawater (with the exception of the predator water control, which received 1.5 L seawater + 0.5 L predator water) that had settled for at least 3 days to remove sediment particles. Seawater was supplemented with either Instant Ocean salt or deionized water to reach 20 ppt (± 2 ppt). Each aquarium contained filtered air bubblers for oxygenation. Aquaria were covered with lids to reduce evaporation and stored outside under a covered pavilion in a water bath containing ambient flow-through seawater to regulate temperature. Spat were fed Instant Algae Shellfish Diet 1800 (Reed Mariculture). At the start of the experiment, spat were fed 0.5 mL twice daily, but we increased this amount to 1 mL twice daily as spat grew larger. Complete water changes and aquarium cleanings were performed twice weekly, and 1 mL of predator chemical cues (i.e., blue crab urine and pure chemical compounds) were added to the aquaria immediately after water changes. Predator water was created by housing 6 blue crabs (carapace width 12-17 cm), in a 238 L volume mesocosm, and feeding each crab an adult oyster (length 6-7 cm). After 3-5 hours, 500 mL of this water was added to each positive control aquarium.&lt;/p&gt; &lt;p&gt;Homarine (15.1 µM) and trigonelline (24.6 µM) solutions used to induce oyster spat were prepared at natural concentrations found in urine of blue crabs fed an Eastern oyster diet (SI Appendix, Fig. S1&amp;nbsp;in Roney et al. (submitted)). Homarine (Santa Cruz Biotechnology Company) and trigonelline (Toronto Research Chemicals) were dissolved in deionized water at 27x and 97x (respectively) of the final concentrations used for the bioassay. These stock solutions were aliquoted and frozen at –80 °C. On days designated for cue addition, stock solutions were diluted to 1x concentration and 1 mL was added to each corresponding replicate aquarium. To prepare the trigonelline + homarine treatment, 2x concentration homarine and trigonelline solutions were mixed together in a 1:1 ratio to form a 1x concentration mixture.&amp;nbsp;&lt;/p&gt; &lt;p&gt;Predator urine was collected from blue crabs fed two different diets, oysters or mud crabs (Panopeus herbstii). Blue crabs were collected from crab pots near Dauphin Island, AL, USA and housed in 1250 L mesocosms flowing with natural seawater. Crab size ranged from 11-19 cm, measured from spine to spine on the widest part of the carapace. Crabs were starved for 2-3 days and then were each fed either one adult oyster (~6-7 cm length) or ~5 g of frozen mud crabs every 48 hours to standardize diets. Mud crabs used for feeding were collected from either Priest’s Landing, Skidaway Island, GA (31°57'44.89&quot;N, 81° 0'48.22&quot;W) or the North Inlet Estuary, SC (33°21'52&quot;N, 79°10'03&quot;W). Crabs were maintained on these diets for one week prior to urine extraction to ensure all extracted metabolites were from the specified diets. Urine was collected from individuals twice a week. Crabs were cooled to quiescence, then a 23 gauge-needle was inserted approximately 2 mm into the nephropore and urine was extracted with gentle vacuum suction into clean glass vials. Urine used for the experiment was clear or yellow in color and foamy; urine was discarded if it appeared cloudy or bluish-gray in color, as this indicated contamination with hemolymph. Urine was frozen at –80 °C immediately after collection. Oyster diet urine was collected from a total of 161 crabs, each crab provided on average 4.08 ± 3.11 mL per collection, and was extracted from 2.2 ±1.0 times on average. Mud crab diet urine was collected from approximately 102 crabs; each crab provided on average 5.04 ± 4.07 mL per collection and was used for extraction 2.0 ± 1.0 times on average. We later combined the urine of different individuals into 12 mixtures using the fewest individuals possible, where each mixture was considered a biological replicate (Table S1&amp;nbsp;in Supplemental File PDF). These mixtures were then partitioned into 1 mL aliquots and stored at ‑80 °C until use.&lt;/p&gt; &lt;p&gt;In this bioassay, all treatments and controls had 12 replicates, and all treatments were run simultaneously. However, the replicates were divided among two blocks, n=3 per treatment (21 total aquaria) in the first block and n=9 per treatment (63 total aquaria) in the second block. The blocks began approximately 4 weeks apart and both experimental blocks were planned for 8 weeks, however, the first block of the experiment ended early (June 5, 2020 through July 6, 2020, total 31 days) due to high levels of mortality and the second block of the experiment was disrupted (July 9, 2020 through August 23, 2020, total 48 days) due to heavy storms in Dauphin Island, AL.&amp;nbsp;&lt;/p&gt; &lt;p&gt;At the completion of the experiment, spat from each aquarium were randomly selected for assessment of shell strength. Approximately 20 oysters were crushed from each aquarium (distributed across tile pairs), except for one predator water replicate (15 oysters) and one trigonelline replicate (19 oysters) due to high mortality. Individual spat width was measured for each crushed oyster to 0.01 mm using a Vernier digital caliper. The force required to crush oysters was measured using a Kistler 5995 charge amplifier and Kistler 9207 force sensor following standard protocol (Robinson et al., 2014). Crushing force was divided by spat width to produce a size-standardized metric of shell strength (i.e., standardized crushing force, N/mm) because larger individuals typically have a stronger shell as a byproduct of their size. Standardized crushing force measurements for oysters within the same aquarium were averaged, however data were removed for outliers, dead oysters, and unreliable measurements resulting in fewer spat contributing to an aquarium average. Due to a batch effect (i.e., all seawater replicates in block one were statistical outliers), all block one samples were excluded from further statistical analyses. Additionally, two predator water replicates, and one trigonelline + homarine replicate were excluded from statistical analyses due to high mortality. As a result, there were 9 replicate aquaria per treatment with the exception of predator water (n=7) and trigonelline + homarine (n=8) treatments.&lt;br /&gt; &lt;br /&gt; Instruments:&lt;br /&gt; Individual spat width was measured for each crushed oyster to 0.01 mm using a Vernier digital caliper. The force required to crush oysters was measured using a Kistler 5995 charge amplifier and Kistler 9207 force sensor following standard protocol (Robinson et al., 2014).&amp;nbsp;&lt;br /&gt; &lt;br /&gt; Problems/Issues:&lt;br /&gt; Only live oysters were crushed for the experiment. If an oyster was crushed and found to be dead (no soft tissue within shell), that was noted on the data file to be excluded from the analysis. Due to this, some treatments had fewer replicates than others, but this was accounted for in data analysis.&amp;nbsp;Data were&amp;nbsp;only included in the statistical analysis if there was no note in the life_status column or if it was specifically labeled as alive. All of Block 1 was later excluded from the statistical analysis for this publication due to this high mortality (more detail in the analysis description of the methods above).&lt;br /&gt; &lt;br /&gt; life_status notations and meanings:&lt;/p&gt; &lt;ul&gt; &lt;li&gt;&quot;a&quot; = Spat was alive and it was not excluded from initial analysis (though block 1 data was excluded from final analysis for publication regardless of life status)&lt;/li&gt; &lt;li&gt;&quot;?&quot; =&amp;nbsp; Unclear if the spat was alive or dead. These rows were excluded from the statistical analysis&lt;/li&gt; &lt;li&gt;&quot;most dead&quot; = each row in the data refers to a single spat. This means the spat in this row was dead&lt;/li&gt; &lt;li&gt;&quot;lots of dead&quot; = each row in the data refers to a single spat. This means the spat in this row was dead&lt;/li&gt; &lt;li&gt;&quot;d&quot; and &quot;dead&quot; = each row in the data refers to a single spat.&amp;nbsp;This means the spat in this row was dead&lt;/li&gt; &lt;li&gt;&quot;tiles looked bad/dead, algae growing&quot; = treatment excluded from analysis&lt;/li&gt; &lt;/ul&gt; Specified by the Principal Investigator(s) &lt;p&gt;Data was entered and stored in Microsoft 365 Excel for Windows Version 2011. No processing (removals, transformations, etc) occurred on this data.&lt;br /&gt; &amp;nbsp;&lt;/p&gt; Specified by the Principal Investigator(s) * Sheet 1 of file &quot;Predator Cue Bioassay Oyster Crushing Data.xlsx&quot; was imported into the BCO-DMO data system. * Rows 641 to 650 in your originally submitted excel file had value #DIV/0!. rows were excluded from the data table since the spat were dead. (see &quot;Problems/Issues&quot; in the &quot;Methods &amp; Sampling&quot; section. ) * Missing values are displayed differently based on the file format you download. They are blank in csv files, &quot;NaN&quot; in MatLab files, etc. * stand_force, length, crushing_force columns rounded to four decimal places as indicated as the correct precision in provided metadata. * commas in comment column changed to semicolon for better csv format support. Specified by BCO-DMO Data Managers asNeeded 7.x-1.1 Biological and Chemical Oceanography Data Management Office (BCO-DMO) Unavailable 508-289-2009 WHOI MS#36 Woods Hole MA 02543 USA info@bco-dmo.org http://www.bco-dmo.org Monday - Friday 8:00am - 5:00pm For questions regarding this resource, please contact BCO-DMO via the email address provided. pointOfContact Vernier digital caliper Vernier digital caliper PI Supplied Instrument Name: Vernier digital caliper Instrument Name: calipers Instrument Short Name: 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. Kistler 5995 charge amplifier and Kistler 9207 force sensor Kistler 5995 charge amplifier and Kistler 9207 force sensor PI Supplied Instrument Name: Kistler 5995 charge amplifier and Kistler 9207 force sensor PI Supplied Instrument Description:The force required to crush oysters was measured using a Kistler 5995 charge amplifier and Kistler 9207 force sensor following standard protocol (Robinson et al., 2014).  Instrument Name: Force sensor Instrument Short Name: Instrument Description: Instrument that measures forces such as dynamic and quasistatic tensile and compression forces.  Units commonly as Newtons (N).