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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/944935.rdf" xlink:actuate="onRequest">Hydrogen peroxide influence on toxicity of cyanobacterial harmful algal blooms (CHABs) in Lake Erie and other eutrophic waters from 2017 - 2019</gmx:Anchor>
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                <gmx:Anchor xlink:href="http://orcid.org/0000-0001-7666-6288" xlink:title="ORCID" xlink:actuate="onRequest">Gregory J. Dick</gmx:Anchor>
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                <gmx:Anchor xlink:href="https://ror.org/00jmfr291" xlink:title="ROR ID" xlink:actuate="onRequest">University of Michigan</gmx:Anchor>
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                <gmx:Anchor xlink:href="http://orcid.org/0000-0001-9867-7084" xlink:title="ORCID" xlink:actuate="onRequest">Rose Cory</gmx:Anchor>
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                <gmx:Anchor xlink:href="https://ror.org/00jmfr291" xlink:title="ROR ID" xlink:actuate="onRequest">University of Michigan</gmx:Anchor>
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                <gmx:Anchor xlink:href="https://ror.org/00jmfr291" xlink:title="ROR ID" xlink:actuate="onRequest">University of Michigan</gmx:Anchor>
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				    <gco:CharacterString>WHOI MS#36</gco:CharacterString>
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            <gco:CharacterString>Cite this dataset as: Smith, D., Kling, G., Cory, R., Dick, G. J. (2025) Hydrogen peroxide influence on toxicity of cyanobacterial harmful algal blooms (CHABs) in Lake Erie and other eutrophic waters from 2017 - 2019. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2025-02-03 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/944935 [access date]</gco:CharacterString>
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        <gco:CharacterString>Methods and Sampling: &amp;lt;p&amp;gt;Water samples were collected in the western basin of Lake Erie during the summer and fall of 2017, 2018, and 2019.&amp;amp;nbsp; In 2017, water was collected approximately weekly from NOAA station WE2 in conjunction with the NOAA Great Lakes Environmental Research Lab (GLERL) harmful algal bloom monitoring program.&amp;amp;nbsp; During August and October 2017, lake water was also collected by Environment and Climate Change Canada’s monitoring program.&amp;amp;nbsp; In 2018 and 2019, lake water was collected at several stages of bloom development (pre-bloom, early bloom, late bloom, and post bloom).&amp;amp;nbsp; In 2018, lake water was collected at NOAA’s monitoring stations WE2 and WE12 and at the drinking water intake for the City of Toledo (TWI).&amp;amp;nbsp; During summer 2019, the goal was to sample lake waters containing high bloom biomass as predicted by the NOAA HAB forecast model and HAB tracker bulletins (Wynne et al. 2013).&amp;amp;nbsp; Sampling sites were chosen based on the presence of surface scums comprised of dense cyanobacterial colonies (i.e., “bloom chase” sites).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;For all sites, a depth-integrated water sample was collected in acid-washed carboys.&amp;amp;nbsp; Water samples were collected from the NOAA stations using a peristaltic pump.&amp;amp;nbsp; The pump hose was moved down the water column from the surface to 1 meter above the bottom.&amp;amp;nbsp; For the TWI, bloom chase, and Environment Canada cruise sites, a depth-integrated sample was collected by pooling water collected at 1 m intervals from surface to 1 meter above the lake bottom using a Niskin (Environment Canada) or Van Dorn (TWI and bloom chase sites) bottle.&amp;amp;nbsp; Integrated water samples were stored in carboys in an outdoor aquaculture tank until the start of the bottle experiments the following morning.&amp;amp;nbsp; The water temperature in the aquaculture tank was controlled using copper piping attached to a NESLAB RTE refrigerated water bath (Thermo Scientific, Newington, NH) and maintained at the lake temperature measured at the time of sample collection.&amp;amp;nbsp; During the Environment Canada cruises, bottles and carboys were stored in a plexiglass tank continuously circulated with fresh lake water.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Subsamples for supporting water quality analyses were taken from each carboy.&amp;amp;nbsp; Upon arrival in the laboratory at the University of Michigan, a subsample of whole (unfiltered) water was taken for analysis of total phosphorus.&amp;amp;nbsp; During 2017, pH of the water from each site was obtained from NOAA monitoring buoys.&amp;amp;nbsp; For samples collected in 2018-2019, pH of the whole water was measured upon arrival in the laboratory.&amp;amp;nbsp;&amp;amp;nbsp; Subsamples of the whole water were filtered through a 0.22 μm polyethersulfone (PES) filter for subsequent analysis of total dissolved phosphorus (TDP), soluble reactive phosphorous, nitrate and ammonium, dissolved organic carbon (DOC), and chromophoric and fluorescent dissolved organic matter (CDOM and FDOM, respectively).&amp;amp;nbsp; DOC samples were preserved by addition of 6N trace metal grade hydrochloric acid to pH 3.&amp;amp;nbsp;&amp;amp;nbsp; TDP, SRP, DOC, CDOM and FDOM were stored in the dark at 4 °C until analysis.&amp;amp;nbsp; Nitrate and ammonium samples were stored at -20 °C until analysis at GLERL.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Subsamples for H&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;O&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; and DNA were collected by filtering 100-200 mL of water from each bottle through a 0.22 μm pore size PES filter and collecting the last 50 mL of filtrate into a centrifuge tube.&amp;amp;nbsp; The filtered water for H&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;O&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; analysis was stored in the dark at 4 °C until analysis within 4 hours of collection.&amp;amp;nbsp; H&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;O&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; concentrations were measured on an FeLume by flow injection analysis using standard additions as previously described (King et al. 2007, as applied to Lake Erie waters in Cory et al. 2017; Pandey et al. 2022).&amp;amp;nbsp; The filter was saved for DNA extraction by freezing in a cryovial containing 1 mL RNAlater at -80 °C.&amp;amp;nbsp;&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/700761.rdf" xlink:title="OCE-1736629" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1736629 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1736629</gmx:Anchor>
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            <gmx:Anchor xlink:href="http://orcid.org/0000-0001-7666-6288" xlink:title="ORCID" xlink:actuate="onRequest">Gregory J. Dick</gmx:Anchor>
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                    <gco:CharacterString>Department of Earth and Environmental Sciences 1100 N. University Ave., 2534 CC Little Building</gco:CharacterString>
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            <gmx:Anchor xlink:href="http://orcid.org/0000-0001-9867-7084" xlink:title="ORCID" xlink:actuate="onRequest">Rose Cory</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://ror.org/00jmfr291" xlink:title="ROR ID" xlink:actuate="onRequest">University of Michigan</gmx:Anchor>
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            <gmx:Anchor xlink:href="http://orcid.org/0000-0002-6349-8227" xlink:title="ORCID" xlink:actuate="onRequest">George Kling</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://ror.org/00jmfr291" xlink:title="ROR ID" xlink:actuate="onRequest">University of Michigan</gmx:Anchor>
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                            <gco:CharacterString>&lt;p&gt;&lt;em&gt;NSF Award Abstract:&lt;/em&gt;&lt;br /&gt;
Toxic cyanobacterial harmful algal blooms (CHABs) are now a worldwide problem that poses dangers for humans and aquatic organisms including life-threatening sickness, beach closures, health alerts, and drinking water treatment plant closures. This project focuses on the basic science needed to understand interactions between the microorganisms present in CHABs and the chemistry of the lakes they inhabit. In particular, it will study the sources, fate, and effects of hydrogen peroxide, which is a potentially important control on the toxicity and species present within these blooms. This research will be conducted in Lake Erie, a source of drinking water for 11 million people that is threatened by CHABs annually. Results will be directly integrated into two water quality models that are widely used by water managers and other stakeholders. This project will support the training of two PhD students, including a first-generation college attendee, and undergraduate students from backgrounds that are underrepresented in the earth sciences. Research will also be integrated into outreach aimed at increasing diversity in the earth sciences by involving women and underrepresented minorities in K-12 as well as college and adult educational settings.&lt;/p&gt;
&lt;p&gt;The overall goal of this project is to determine the influence of hydrogen peroxide (H2O2) on cyanobacterial community composition and function in nearshore ecosystems. Preliminary results from Lake Erie show that dominant primary producers rely on heterotrophic bacteria to draw down H2O2 from transiently high environmental levels that are likely inhibitory to members of the cyanobacterial community. This suggests that H2O2 plays important and still poorly understood roles in aquatic microbial ecology. A combination of field sampling, experiments, and state-of-the art &quot;-omics&quot; will be used to test the overall hypothesis that H2O2 decomposition by heterotrophic &quot;helpers&quot; is an important determinant of microbial interactions and community structure and function. Lake Erie will be studied because (i) it is a model system for shallow coastal areas receiving high terrestrial nutrient runoff, (ii) it offers strong inshore-offshore gradients of light and nutrients for comparative studies, and (iii) existing sampling infrastructure, archived samples, and preliminary data can be leveraged. Field and laboratory experiments and measurements will be integrated to answer the following questions: Q1: What drives the temporal dynamics of H2O2 concentrations? Q2: Which enzymes and organisms are responsible for protecting the community via biological H2O2 decay? Q3: How does protection from H2O2 by helpers influence the composition and function of the community? The study will perform controlled lab experiments on cultures and on natural waters during different points of the bloom. Measures of H2O2 concentrations and rates of production and decay, along with supporting chemical and biological measurements, will be used to assess the major sources and sinks of H2O2. Molecular tools will be used to determine the pathways underpinning H2O2 decay and the effect of H2O2 on cyanobacterial community composition function. In parallel, impacts of varying H2O2 concentrations on growth rates of major cyanobacteria will be assessed experimentally. These experimental results will be placed into context through comparisons with the structure and function of microbial communities from field samples across spatial, temporal, and chemical gradients in this coastal ecosystem. The approach of integrating studies of H2O2 with &quot;-omics&quot; in natural systems is novel, and will advance our fundamental knowledge and understanding of the relationship between microbial community composition and function.&lt;/p&gt;</gco:CharacterString>
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	Name: Collection_Date
	Units: unitless
	Description: &lt;p&gt;Collection date&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950233.rdf
	Name: Experiment_Date
	Units: unitless
	Description: &lt;p&gt;Experiment date&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950234.rdf
	Name: Incubation_Type
	Units: unitless
	Description: &lt;p&gt;Incubation conditions&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950235.rdf
	Name: Site
	Units: unitless
	Description: &lt;p&gt;Sampling site&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950236.rdf
	Name: Latitude
	Units: decimal degrees
	Description: &lt;p&gt;latitude, South is negative&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950237.rdf
	Name: Longitude
	Units: decimal degrees
	Description: &lt;p&gt;Longitude, West is negative&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950238.rdf
	Name: Chlorophyll_a
	Units: microgram/Liter (ug/L)
	Description: &lt;p&gt;Chlorophyll a&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950239.rdf
	Name: Chlorophyll_a_95percent_CI
	Units: microgram/Liter (ug/L)
	Description: &lt;p&gt;Chlorophyll a 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950240.rdf
	Name: Dissolved_Inorganic_Carbon
	Units: micrometer (uM)
	Description: &lt;p&gt;dissolved inorganic Carbon&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950241.rdf
	Name: Dissolved_Inorganic_Carbon_95percent_CI
	Units: micrometer (uM)
	Description: &lt;p&gt;Chlorophyll a 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950242.rdf
	Name: H2CO3_star
	Units: micrometer (uM)
	Description: &lt;p&gt;H2CO3* (the total dissolved inorganic cabon including aqueous carbon dioxide)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950243.rdf
	Name: H2CO3_star_95percent_CI
	Units: micrometer (uM)
	Description: &lt;p&gt;H2CO3* 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950244.rdf
	Name: Bicarbonate
	Units: micrometer (uM)
	Description: &lt;p&gt;Bicarbonate&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950245.rdf
	Name: Bicarbonate_95percent_CI
	Units: micrometer (uM)
	Description: &lt;p&gt;Bicarbonate 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950246.rdf
	Name: Carbonate
	Units: micrometer (uM)
	Description: &lt;p&gt;Carbonate&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950247.rdf
	Name: Carbonate_95percent_CI
	Units: micrometer (uM)
	Description: &lt;p&gt;Carbonate 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950248.rdf
	Name: Dissolved_Organic_Carbon
	Units: micrometer (uM)
	Description: &lt;p&gt;dissolved organic Carbon&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950249.rdf
	Name: Respiration_Rate
	Units: micrometer O2 / day (uM O2 / day)
	Description: &lt;p&gt;Respiration Rate&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950250.rdf
	Name: Respiration_Rate_95percent_CI
	Units: micrometer O2 / day (uM O2 / day)
	Description: &lt;p&gt;Respiration Rate 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950251.rdf
	Name: Primary_Production_Rate
	Units: micrometer C / hour (uM C / hr)
	Description: &lt;p&gt;Primary Production Rate&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950252.rdf
	Name: Primary_Production_Rate_95percent_CI
	Units: micrometer C / hour (uM C / hr)
	Description: &lt;p&gt;Primary Production Rate 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950253.rdf
	Name: CDOM_a305
	Units: per meter (m-1)
	Description: &lt;p&gt;CDOM (a305)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950254.rdf
	Name: CDOM_95percent_CI
	Units: per meter (m-1)
	Description: &lt;p&gt;CDOM 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950255.rdf
	Name: Day_Integrated_UV_A
	Units: joules per meter squared (J/m^2)
	Description: &lt;p&gt;total amount of UV-A that the experimental bottles were exposed to during the 9 hour experiments&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950256.rdf
	Name: Day_Integrated_UV_B
	Units: joules per meter squared (J/m^2)
	Description: &lt;p&gt;total amount of UV-B that the experimental bottles were exposed to during the 9 hour experiments&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950257.rdf
	Name: Day_Integrated_UV
	Units: joules per meter squared (J/m^2)
	Description: &lt;p&gt;sum of UV-A and UV-B that the experimental bottles were exposed to during the 9 hour experiments&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950258.rdf
	Name: pH
	Units: unitless
	Description: &lt;p&gt;pH&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950259.rdf
	Name: Total_Phosphorus
	Units: microgram/Liter (ug/L)
	Description: &lt;p&gt;Total Phosphorus&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950260.rdf
	Name: Total_Phosphorus_95percent_CI
	Units: microgram/Liter (ug/L)
	Description: &lt;p&gt;Total Phosphorus 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950261.rdf
	Name: Total_Dissolved_Phosphorus
	Units: microgram/Liter (ug/L)
	Description: &lt;p&gt;Total Dissolved Phosphorus&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950262.rdf
	Name: Total_Dissolved_Phosphorus_95percent_CI
	Units: microgram/Liter (ug/L)
	Description: &lt;p&gt;Total Dissolved Phosphorus 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950263.rdf
	Name: Nitrate
	Units: miligram/Liter (mg/L)
	Description: &lt;p&gt;Nitrate&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950264.rdf
	Name: Nitrate_95percent_CI
	Units: miligram/Liter (mg/L)
	Description: &lt;p&gt;Nitrate 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950265.rdf
	Name: Ammonium
	Units: microgram/Liter (ug/L)
	Description: &lt;p&gt;Ammonium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950266.rdf
	Name: Ammonium_95percent_CI
	Units: microgram/Liter (ug/L)
	Description: &lt;p&gt;Ammonium 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950267.rdf
	Name: Soluble_Reactive_Phosphorus
	Units: microgram/Liter (ug/L)
	Description: &lt;p&gt;Soluble Reactive Phosphorus&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950268.rdf
	Name: Soluble_Reactive_Phosphorus_95percent_CI
	Units: microgram/Liter (ug/L)
	Description: &lt;p&gt;Soluble Reactive Phosphorus 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950269.rdf
	Name: Average_Incubation_Temperature
	Units: degrees Celsius (°C)
	Description: &lt;p&gt;Average Incubation Temperature&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950270.rdf
	Name: Incubation_Temperature_Standard_Deviation
	Units: degrees Celsius (°C)
	Description: &lt;p&gt;Incubation Temperature Standard Deviation&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950271.rdf
	Name: peak_A
	Units: Raman units (RU)
	Description: &lt;p&gt;Peak A is the fluorescence intensity of FDOM at excitation (ex) of 250 nm and emission (em) at 450 nm&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950272.rdf
	Name: peak_A_95percent_CI
	Units: Raman units (RU)
	Description: &lt;p&gt;fDOM peak A 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950273.rdf
	Name: peak_C
	Units: Raman units (RU)
	Description: &lt;p&gt;Peak C is the fluorescence intensity at ex and em of 350 and 450 nm, respectively&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950274.rdf
	Name: peak_C_95percent_CI
	Units: Raman units (RU)
	Description: &lt;p&gt;fDOM peak C 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950275.rdf
	Name: peak_T
	Units: Raman units (RU)
	Description: &lt;p&gt;Peak T is the fluorescence intensity at ex and em of 275 and 340 nm, respectively&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950276.rdf
	Name: peak_T_95percent_CI
	Units: Raman units (RU)
	Description: &lt;p&gt;fDOM peak T 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950277.rdf
	Name: peak_C_peak_A_ratio
	Units: unitless
	Description: &lt;p&gt;fDOM peak C/peak A ratio&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950278.rdf
	Name: peak_C_peak_A_ratio_95percent_CI
	Units: unitless
	Description: &lt;p&gt;fDOM peak C/peak A ratio 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950279.rdf
	Name: peak_T_peak_A_ratio
	Units: unitless
	Description: &lt;p&gt;fDOM peak T/peak A ratio&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950280.rdf
	Name: peak_T_peak_A_ratio_95percent_CI
	Units: unitless
	Description: &lt;p&gt;fDOM peak T/peak A ratio 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950281.rdf
	Name: Integrated_Fluorescence
	Units: unitless
	Description: &lt;p&gt;Integrated Fluorescence&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950282.rdf
	Name: Integrated_Fluorescence_95percent_CI
	Units: unitless
	Description: &lt;p&gt;Integrated Fluorescence 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950283.rdf
	Name: Fluorescence_Index
	Units: unitless
	Description: &lt;p&gt;Fluorescence Index&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950284.rdf
	Name: Fluorescence_Index_95percent_CI
	Units: unitless
	Description: &lt;p&gt;Fluorescence Index 95% Confidence Interval&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950285.rdf
	Name: Slope_Ratio
	Units: unitless
	Description: &lt;p&gt;The Slope Ratio is the spectral slope ratio of the absorption curve of chromophoric dissolved organic matter (CDOM). The slope ratio is a unitless proxy for the average molecular weight of DOM&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/950286.rdf
	Name: Slope_Ratio_95percent_CI
	Units: unitless
	Description: &lt;p&gt;Slope Ratio 95% Confidence Interval&lt;/p&gt; 
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&amp;lt;p&amp;gt;Subsamples for supporting water quality analyses were taken from each carboy.&amp;amp;nbsp; Upon arrival in the laboratory at the University of Michigan, a subsample of whole (unfiltered) water was taken for analysis of total phosphorus.&amp;amp;nbsp; During 2017, pH of the water from each site was obtained from NOAA monitoring buoys.&amp;amp;nbsp; For samples collected in 2018-2019, pH of the whole water was measured upon arrival in the laboratory.&amp;amp;nbsp;&amp;amp;nbsp; Subsamples of the whole water were filtered through a 0.22 μm polyethersulfone (PES) filter for subsequent analysis of total dissolved phosphorus (TDP), soluble reactive phosphorous, nitrate and ammonium, dissolved organic carbon (DOC), and chromophoric and fluorescent dissolved organic matter (CDOM and FDOM, respectively).&amp;amp;nbsp; DOC samples were preserved by addition of 6N trace metal grade hydrochloric acid to pH 3.&amp;amp;nbsp;&amp;amp;nbsp; TDP, SRP, DOC, CDOM and FDOM were stored in the dark at 4 °C until analysis.&amp;amp;nbsp; Nitrate and ammonium samples were stored at -20 °C until analysis at GLERL.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Subsamples for H&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;O&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; and DNA were collected by filtering 100-200 mL of water from each bottle through a 0.22 μm pore size PES filter and collecting the last 50 mL of filtrate into a centrifuge tube.&amp;amp;nbsp; The filtered water for H&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;O&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; analysis was stored in the dark at 4 °C until analysis within 4 hours of collection.&amp;amp;nbsp; H&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;O&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; concentrations were measured on an FeLume by flow injection analysis using standard additions as previously described (King et al. 2007, as applied to Lake Erie waters in Cory et al. 2017; Pandey et al. 2022).&amp;amp;nbsp; The filter was saved for DNA extraction by freezing in a cryovial containing 1 mL RNAlater at -80 °C.&amp;amp;nbsp;&amp;lt;/p&amp;gt;</gco:CharacterString>
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