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        <gco:CharacterString>Methods and Sampling: &amp;lt;p&amp;gt;In this study, we examined the phenotypic and molecular responses in the extrapallial fluid in the adult eastern oyster (&amp;lt;em&amp;gt;Crassostrea virginica&amp;lt;/em&amp;gt;) exposed to experimental ocean acidification (OA) over 80 days. The collection and culturing of &amp;lt;em&amp;gt;C. virginica&amp;lt;/em&amp;gt; specimens are detailed in Downey-Wall, A.M., L.P. Cameron, B.M. Ford, E.M. McNally, Y.R. Venkataraman, S.B. Roberts, J.B. Ries, and K.E. Lotterhos. 2020. Ocean acidification induces subtle shifts in gene expression and DNA methylation in the mantle tissue of the Eastern oyster (&amp;lt;em&amp;gt;Crassostrea virginica&amp;lt;/em&amp;gt;). Frontiers in Marine Science doi: 10.3389/fmars.2020.566419.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Elemental analysis&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Extrapallial fluid, seawater, and shell samples were analyzed for trace and minor elements by inductively coupled plasma mass spectrometry (ICPMS). Liquid samples (i.e., EPF, seawater) were diluted to less than 0.05 percent total dissolved solid content with ultra-pure deionized water in 15 mL polypropylene centrifuge tubes leached in the same manner as those for shell samples. The samples were acidified with ultra-pure nitric acid (Fisher TraceMetal Grade Nitric Acid UN2031). Shell samples were also acidified with ultra-pure nitric acid for analysis.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Extrapallial fluid, seawater, and shell samples were analyzed for a suite of 57 elements (including Ca) by ActLabs, Ontario, Canada. In addition to the common suite of elements, liquid samples were analyzed for Si and shell samples were analyzed for S, P, Au, B, and Re. Liquid samples were analyzed using the ActLabs ICPMS method. Shell samples were analyzed using the ActLabs ICPMS Ultratrace 4 method:&amp;lt;br /&amp;gt;
&amp;lt;a href=&amp;quot;https://nam02.safelinks.protection.outlook.com/?url=https%3A%2F%2Factlabs.com%2Fgeochemistry%2Fexploration-geochemistry%2F4-acid-near-total-digestion%2F&amp;amp;amp;data=05%7C01%7Ctheyl%40whoi.edu%7Cd197caf6501c4ad19e3c08db11da102a%7Cd44c5cc6d18c46cc8abd4fdf5b6e5944%7C0%7C0%7C638123400510250507%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;amp;amp;sdata=8xiYuBblGcRuHksZ3ef11uQxUAysIuSoTdC6U3wC%2BSQ%3D&amp;amp;amp;reserved=0&amp;quot;&amp;gt;https://actlabs.com/geochemistry/exploration-geochemistry/4-acid-near-total-digestion/&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;This dataset represents molar ratio data that were processed using R (v. 4.0.3; R Core Team 2020) using the graphical interface RStudio (v. 1.0.1073) and then converted to molar ratios to calcium.&amp;amp;nbsp; For each sample type (EPF, seawater, shell), values were identified as outliers if the E/Ca ratio deviated by more than 103 from the mean E/Ca ratio for that element. This approach to identifying outliers removes those caused by sampling or equipment error but is more conservative than Tukey's method to identify and remove outliers.&amp;lt;/p&amp;gt;

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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/666497.rdf" xlink:title="OCE-1635423" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1635423 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1635423</gmx:Anchor>
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                  <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/project/666496.rdf" xlink:title="Project" xlink:actuate="onRequest">Collaborative Research: Does ocean acidification induce a methylation response that affects the fitness of the next generation in oysters?</gmx:Anchor>
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                            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/project/666496.rdf" xlink:title="Project Name" xlink:actuate="onRequest">Collaborative Research: Does ocean acidification induce a methylation response that affects the fitness of the next generation in oysters?</gmx:Anchor>
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                            <gco:CharacterString>&lt;p&gt;&lt;em&gt;NSF Award Abstract:&lt;/em&gt;&lt;br /&gt;
Marine ecosystems worldwide are threatened by ocean acidification, a process caused by the unprecedented rate at which carbon dioxide is increasing in the atmosphere. Since ocean change is predicted to be rapid, extreme, and widespread, marine species may face an &quot;adapt-or-die&quot; scenario. However, modifications to the DNA sequence may be induced in response to a stress like ocean acidification and then inherited. Such &quot;epigenetic&quot; modifications may hold the key to population viability under global climate change, but they have been understudied. The aim of this research is to characterize the role of DNA methylation, a heritable epigenetic system, in the response of Eastern oysters (Crassostrea virginica) to ocean acidification. The intellectual merit lies in the integrative approach, which will characterize the role of DNA methylation in the intergenerational response of oysters to ocean acidification. These interdisciplinary data, spanning from molecular to organismal levels, will provide insight into mechanisms that underlie the capacity of marine invertebrates to respond to ocean acidification and lay the foundation for future transgenerational studies. Ocean acidification currently threatens marine species worldwide and has already caused significant losses in aquaculture, especially in Crassostrea species. This research has broader impacts for breeding, aquaculture, and the economy. Under the investigators' &quot;Epigenetics to Ocean&quot; (E2O) training program, the investigators will build STEM talent in bioinformatics and biogeochemistry, expose girls in low-income school districts to careers in genomics, and advance the field through open science and reproducibility.&lt;/p&gt;
&lt;p&gt;This research will specifically test if intermittent exposure to low pH induces a methylation response with downstream beneficial effects for biomineralization. These methylation states could be inherited and confer a fitness advantage to larvae that possess them. Phase 1 of the project will use an exposure experiment to determine the degree to which DNA methylation is altered and regulates the response to OA. Data from this experiment will be used to test the hypotheses that (i) DNA methylation, induced in the tissue of shell formation (i.e., mantle tissue), is correlated with changes in transcription and regulation of pallial fluid pH (calcifying fluid pH, measured by microelectrode), and (ii) that methylation changes induced in the mantle tissue are also induced in the germline --indicating that such changes are potentially heritable. Phase 2 of the project will use a pair-mated cross experiment to test the hypothesis that parental exposure to OA alters larval traits (calcification rate, shell structure, and polymorph mineralogy). Larvae will be generated from parents exposed to OA or control seawater, and then raised under control or OA conditions. Results will be used to (i) characterize inheritance of induced methylation states, (ii) estimate the variance in larval traits explained by genotype, non-genetic maternal/paternal effects, adult OA exposure, larval OA exposure, and parental methylome, and (iii) test the hypothesis that adult exposure alters the heritability (a quantity that predicts evolutionary response) of larval traits. Since the effects of epigenetic phenomena on estimates of heritability are highly debated, the results would advance understanding of this important issue. Because the investigators could discover that DNA methylation is a mechanism for heritable plastic responses to OA, knowledge of this mechanism would significantly improve and potentially transform predictive models for how organisms respond to global change.&lt;/p&gt;</gco:CharacterString>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/project/666496.rdf" xlink:title="Project Acronym" xlink:actuate="onRequest">Epigenetics to Ocean</gmx:Anchor>
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            <gco:CharacterString>BCO-DMO catalogue of parameters from Molar Ratios from an adult Eastern oyster ocean acidification exposure experiment at the Northeastern University Marine Science Center in 2017</gco:CharacterString>
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            http://lod.bco-dmo.org/id/dataset-parameter/889381.rdf
	Name: SampleType
	Units: unitless
	Description: &lt;p&gt;type of sample EPF= extrapallial fluid, seawater, or shell&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889382.rdf
	Name: Species
	Units: unitless
	Description: &lt;p&gt;Species that the sample was taken from. C_virginica is Crassostrea virginica&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889383.rdf
	Name: SampleID
	Units: unitless
	Description: &lt;p&gt;Unique identifier for the sample&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889384.rdf
	Name: TankID
	Units: unitless
	Description: &lt;p&gt;Unique identifier for the tank&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889385.rdf
	Name: ShellType
	Units: unitless
	Description: &lt;p&gt;sample shell type; M = mantle R = repair AM = above mud UM = under mud&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889386.rdf
	Name: Ag_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of silver to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889387.rdf
	Name: Al_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of aluminum to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889388.rdf
	Name: As_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of arsenic to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889389.rdf
	Name: Au_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of gold to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889390.rdf
	Name: B_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of boron to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889391.rdf
	Name: Ba_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of barium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889392.rdf
	Name: Be_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of beryllium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889393.rdf
	Name: Bi_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of bismuth to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889394.rdf
	Name: Ca_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of calcium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889395.rdf
	Name: Cd_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of cadmium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889396.rdf
	Name: Ce_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of cerium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889397.rdf
	Name: Co_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of cobalt to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889398.rdf
	Name: Cr_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of chromium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889399.rdf
	Name: Cs_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of cesium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889400.rdf
	Name: Cu_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of copper to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889401.rdf
	Name: Dy_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of dysrosium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889402.rdf
	Name: Er_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of erbium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889403.rdf
	Name: Eu_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of europium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889404.rdf
	Name: Fe_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of iron to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889405.rdf
	Name: Ga_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of gallium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889406.rdf
	Name: Gd_Ca
	Units: unitless
	Description: &lt;p&gt;molar ration of gadolinium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889407.rdf
	Name: Ge_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of germanium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889408.rdf
	Name: Hf_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of hafnium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889409.rdf
	Name: Hg_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of mercury to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889410.rdf
	Name: Ho_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of holmium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889411.rdf
	Name: In_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of indium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889412.rdf
	Name: K_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of potassium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889413.rdf
	Name: La_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of lanthanum to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889414.rdf
	Name: Li_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of lithium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889415.rdf
	Name: Lu_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of lutetium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889416.rdf
	Name: Mg_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of magnesium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889417.rdf
	Name: Mn_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of manganese to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889418.rdf
	Name: Mo_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of molybdenum to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889419.rdf
	Name: Na_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of sodium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889420.rdf
	Name: Nb_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of niobium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889421.rdf
	Name: Nd_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of neodymium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889422.rdf
	Name: Ni_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of nickel to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889423.rdf
	Name: P_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of phosphorous to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889424.rdf
	Name: Pb_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of lead to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889425.rdf
	Name: Pr_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of praseodymium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889426.rdf
	Name: Rb_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of rubidium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889427.rdf
	Name: Re_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of rhenium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889428.rdf
	Name: S_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of sulfur to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889429.rdf
	Name: Sb_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of antimony to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889430.rdf
	Name: Sc_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of scandium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889431.rdf
	Name: Se_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of selenium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889432.rdf
	Name: Si_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of silicon to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889433.rdf
	Name: Sm_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of samarium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889434.rdf
	Name: Sn_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of tin to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889435.rdf
	Name: Sr_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of strontium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889436.rdf
	Name: Ta_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of tantalum to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889437.rdf
	Name: Tb_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of terbium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889438.rdf
	Name: Te_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of thorium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889439.rdf
	Name: Th_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of titanium to calcium&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/889440.rdf
	Name: Ti_Ca
	Units: unitless
	Description: &lt;p&gt;molar ratio of thulium to calcium&lt;/p&gt; 
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http://lod.bco-dmo.org/id/dataset-parameter/889442.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/889443.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/889444.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/889445.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/889446.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/889447.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/889448.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/889449.rdf
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&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Elemental analysis&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
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&amp;lt;p&amp;gt;Extrapallial fluid, seawater, and shell samples were analyzed for a suite of 57 elements (including Ca) by ActLabs, Ontario, Canada. In addition to the common suite of elements, liquid samples were analyzed for Si and shell samples were analyzed for S, P, Au, B, and Re. Liquid samples were analyzed using the ActLabs ICPMS method. Shell samples were analyzed using the ActLabs ICPMS Ultratrace 4 method:&amp;lt;br /&amp;gt;
&amp;lt;a href=&amp;quot;https://nam02.safelinks.protection.outlook.com/?url=https%3A%2F%2Factlabs.com%2Fgeochemistry%2Fexploration-geochemistry%2F4-acid-near-total-digestion%2F&amp;amp;amp;data=05%7C01%7Ctheyl%40whoi.edu%7Cd197caf6501c4ad19e3c08db11da102a%7Cd44c5cc6d18c46cc8abd4fdf5b6e5944%7C0%7C0%7C638123400510250507%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;amp;amp;sdata=8xiYuBblGcRuHksZ3ef11uQxUAysIuSoTdC6U3wC%2BSQ%3D&amp;amp;amp;reserved=0&amp;quot;&amp;gt;https://actlabs.com/geochemistry/exploration-geochemistry/4-acid-near-total-digestion/&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt;

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