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            <gco:CharacterString>Cite this dataset as: Wegley Kelly, L., Nelson, C. E. (2026) Biogeochemical and microbial parameters collected during diel surveys on a coral reef at Mo'orea's North Shore in French Polynesia in 2021, 2022, and 2023. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2026-08-03 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.1003286.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Mo'orea North Shore Diel Surveys 2021-2023 Dataset Description:  Methods and Sampling: &amp;lt;p&amp;gt;&amp;lt;em&amp;gt;Sampling Dates:&amp;lt;/em&amp;gt;&amp;lt;br /&amp;gt;
2021:&amp;lt;br /&amp;gt;
Gump Station, Moorea, French Polynesia&amp;lt;br /&amp;gt;
Aug 10 to Aug 19, 2021&amp;lt;br /&amp;gt;
Chief Scientist - Linda Wegley Kelly (SIO, lwegley@ucsd.edu)&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;2022:&amp;lt;br /&amp;gt;
Gump Station, Moorea, French Polynesia&amp;lt;br /&amp;gt;
Mar 29 to Apr 15, 2022&amp;lt;br /&amp;gt;
Chief Scientist - Linda Wegley Kelly&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;2023:&amp;lt;br /&amp;gt;
Gump Station, Moorea, French Polynesia&amp;lt;br /&amp;gt;
Aug 17 to Aug 25, 2023&amp;lt;br /&amp;gt;
Chief Scientist - Linda Wegley Kelly&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;em&amp;gt;Sample Collection. &amp;lt;/em&amp;gt;At every site on the fore- or backreef, salinity and temperature were measured using Manta Probes multi-parameter sondes (Eureka Instruments). Approximately 1.2 liters (L) of reef water was collected via peristalsis through 0.2 micrometer (µm) polyethersulfone filter cartridges (Sterivex, Millipore, UK) directly into durable, food-grade, flexible pouches (1.5 liter, blended foil and EVOH (ethylene vinyl alcohol) plastic, AstraPouch) before being transported to the laboratory for further processing. Ten milliliters (mL) of whole seawater was also collected into a syringe using peristalsis and immediately fixed with paraformaldehyde at a final concentration of 0.5% for subsequent flow cytometry analysis of microbial abundances. The Sterivex filtrate was used to rinse bottles to collect samples for inorganic nutrients, which were frozen and stored at -40 degrees Celsius (°C). For dissolved organic carbon (DOC) measurements, Sterivex filtrate was used to triple sample-rinse borosilicate vials with Teflon septa caps before collecting 40 mL (for deployment 2 and 3 in duplicates). Additionally, 500 mL of filtrate was transferred to triple-rinsed polycarbonate bottles for solid-phase dissolved organic matter (DOM) extraction. DOC and DOM samples were acidified to pH 2 using trace metal grade HCl. Acidified DOM samples were solid-phase extracted using the multichannel pump operating at a flow rate of 18 mL per minute onto Bond Elut PPL resin cartridges (200 milligrams (mg) bed mass, Agilent 2105005, USA). After desalinating the resin with LC-MS grade water (Fisher Chemical, Belgium), the cartridges were dried using Ultra High Purity compressed N&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; gas and kept frozen at -40°C.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;em&amp;gt;Biogeochemical Measurements. &amp;lt;/em&amp;gt;Inorganic nutrients were analyzed using a Seal AA3 Segmented Flow Injection Autoanalyzer at the University of Hawai'i SOEST Laboratory for Analytical Biogeochemistry: Nitrate+nitrite (N+N) and silicate concentrations, ammonium, phosphate. Additionally, total dissolved nitrogen and total dissolved phosphorus were determined through separate injections, with UV and alkaline or acid persulfate in-line oxidation, respectively. DOC samples were analyzed using high-temperature platinum catalytic oxidation on a Shimadzu TOC-V at the University of Hawaii SOEST Laboratory. The analysis of fluorescent dissolved organic matter (fDOM) was conducted using a Horiba Aqualog scanning fluorometer. Samples for microbial cell concentrations were thawed and 200 microliters (µL) of each sample was stained with SYBR Green I stain for a final concentration of 1X. Bacterial cell counts were enumerated using an Attune Acoustic Focusing Cytometer (Applied Biosystems).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Note that while the instruments were the same from year to year, samples were not all run at the same time.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/855071.rdf" xlink:title="OCE-2118617" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-2118617 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=2118617</gmx:Anchor>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/855072.rdf" xlink:title="OCE-1949033" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1949033 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1949033</gmx:Anchor>
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                            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/project/855067.rdf" xlink:title="Project Name" xlink:actuate="onRequest">Collaborative Research: Diel dynamics of dissolved organic matter production and remineralization as a driver of coral reef nutrient recycling</gmx:Anchor>
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                            <gco:CharacterString>&lt;p&gt;This project develops a core understanding of diel microbial ecology and biogeochemistry in coral reef ecosystems. It contextualizes how crucial nutrient recycling processes vary across gradients of coral cover and nutrient availability, two factors highlighted as the main drivers of reef decline in the Anthropocene, making the results useful to managers seeking to enhance ecosystem-based approaches to reef restoration. The investigators are collecting diel measurements of microbial and biogeochemical processes at coral reefs around Mo’orea at the Long Term Ecological Research site there (MCR-LTER). They are using established spatial gradients of benthic cover, from coral to macroalgal dominance, and nutrient inputs. Overall the research improves our understanding of how these key environmental factors influence diel microbe-DOM interactions and nutrient recycling. The ongoing macroalgal phase shifts observed at Mo’orea are hypothesized to be related to nutrient pollution, and this work directly informs understanding of how these changes are impacting nutrient cycling in the reefs of Mo’orea. The training of several undergraduate students and two graduate students, one in Biology and one in Oceanography is shared between two minority serving institutions of higher education. The project also supports active outreach programs with the Ocean Discovery Institute focused on engaging underrepresented high school students in ocean-oriented careers in San Diego, and with the UH College Sea Grant Program to support coral reef resilience initiatives locally in Hawai‘i.&lt;/p&gt;
&lt;p&gt;Coral reefs exhibit some of the highest rates of primary production and decomposition of any ecosystem type yet persist in some of the most oligotrophic waters on the planet, implying tight recycling of macronutrients through organic matter. The last half century of work on the biogeochemistry of reefs have highlighted this bacterial decomposition of organic matter as a likely mechanism for maintaining nutrient retention and reef productivity. This project applies modern metagenomics and untargeted metabolomics to test clearly defined hypotheses of how diel microbe-DOM interactions drive nutrient recycling and retention in reefs. The investigators are first resolving coupled in situ diel dynamics of organic and inorganic C, N and P (using bulk elemental and spectroscopic methods), microbial abundances and population structures (using DNA sequencing and flow cytometry) and the chemical composition of DOM (using untargeted tandem mass spectrometry) in multiple reef habitats across a gradient of benthic cover and nutrient availability. These patterns inform the second in situ diel sampling campaign resolving the dynamic coupling of metabolic pathways (using metagenomics), exoenzymatic activity (using transcriptomics and enzyme assays) and transformations of specific metabolites (tracked via molecular networking) to distill common mechanisms of microbial organic matter decomposition that play a role in nutrient cycling. This project is being conducted within the Moorea Coral Reef Long Term Ecological Research program, leveraging a wealth of time series data on multiple reef habitats as well as contextualizing our in situ sampling with ongoing physical, geochemical and biological monitoring programs. By integrating cutting edge molecular approaches with well-established techniques in field ecology and microbial oceanography, this research program identifies key microbial and molecular players in the nutrient decomposition and remineralization processes long hypothesized to be central to maintaining healthy reefs.&lt;/p&gt;
&lt;p&gt;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.&lt;/p&gt;</gco:CharacterString>
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	Description: &lt;p&gt;Year of sample collection&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003335.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/1003336.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/1003340.rdf
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	Units: unitless
	Description: &lt;p&gt;Local date and time converted to ISO 8601 format; Time zone = HST (UTC-10)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003390.rdf
	Name: ISO_DateTime_UTC
	Units: unitless
	Description: &lt;p&gt;Date and time converted to ISO 8601 format and converted to UTC time zone&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003341.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/1003342.rdf
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	Units: unitless
	Description: &lt;p&gt;Date of collection&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003343.rdf
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	Units: unitless
	Description: &lt;p&gt;Identification number for mass spectrometry data deposited on MassIVE (&lt;a href=&quot;https://massive.ucsd.edu/&quot;&gt;https://massive.ucsd.edu/&lt;/a&gt;)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003344.rdf
	Name: PPLVol
	Units: milliliters
	Description: &lt;p&gt;Volume of seawater collected onto solid phase extraction resin&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003345.rdf
	Name: Notes
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	Description: &lt;p&gt;Notes on sampling&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003346.rdf
	Name: Replicate
	Units: unitless
	Description: &lt;p&gt;Codes A and B or open and closed to denote paired samples&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003347.rdf
	Name: Syringe_Autosampler
	Units: unitless
	Description: &lt;p&gt;Name of Autosampler used for Syringe FCM sample&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003348.rdf
	Name: Syringe_Channel
	Units: unitless
	Description: &lt;p&gt;Channel of Autosampler used for Syringe FCM sample&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003349.rdf
	Name: Bag_Autosampler
	Units: unitless
	Description: &lt;p&gt;Name of Autosampler used for Bag chemistry sample&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003350.rdf
	Name: Bag_Channel
	Units: unitless
	Description: &lt;p&gt;Channel of Autosampler used for Bag chemistry sample&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003351.rdf
	Name: Total_N
	Units: micromoles per liter
	Description: &lt;p&gt;Total Nitrogen concentration in micromoles per liter (umol/L)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003352.rdf
	Name: Total_P
	Units: micromoles per liter
	Description: &lt;p&gt;Total Phosphorus concentration in micromoles per liter (umol/L)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003353.rdf
	Name: Phosphate
	Units: micromoles per liter
	Description: &lt;p&gt;Phosphate concentration in micromoles per liter (umol/L)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003354.rdf
	Name: Silicate
	Units: micromoles per liter
	Description: &lt;p&gt;Silicate concentration in micromoles per liter (umol/L)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003355.rdf
	Name: N_N
	Units: micromoles per liter
	Description: &lt;p&gt;Nitrate + Nitrite concentration in micromoles per liter (umol/L)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003356.rdf
	Name: Ammonia
	Units: micromoles per liter
	Description: &lt;p&gt;Ammonia concentration in the water sample in micromoles per liter (umol/L)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003357.rdf
	Name: NPOC
	Units: micromoles per liter
	Description: &lt;p&gt;Dissolved Organic Carbon concentration in micromoles per liter (umol/L)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003358.rdf
	Name: Stdev_NPOC
	Units: micromoles per liter
	Description: &lt;p&gt;Standard deviation of Dissolved Organic Carbon concentration, micromoles per liter (umol/L)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003359.rdf
	Name: M_to_C
	Units: Raman Fluorescence Units of Water
	Description: &lt;p&gt;Humic to Protein-like ratio in Raman Fluorescence Units of Water&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003360.rdf
	Name: BIX
	Units: Raman Fluorescence Units of Water
	Description: &lt;p&gt;Biological Index in Raman Fluorescence Units of Water&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003361.rdf
	Name: HIX
	Units: Raman Fluorescence Units of Water
	Description: &lt;p&gt;Humification Index in Raman Fluorescence Units of Water&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003362.rdf
	Name: FI
	Units: Raman Fluorescence Units of Water
	Description: &lt;p&gt;Fluorescence Index in Raman Fluorescence Units of Water&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003363.rdf
	Name: CobleA
	Units: Raman Fluorescence Units of Water
	Description: &lt;p&gt;Ultra Violet Humic-like component in Raman Fluorescence Units of Water&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003364.rdf
	Name: CobleM
	Units: Raman Fluorescence Units of Water
	Description: &lt;p&gt;Marine Humic-like component in Raman Fluorescence Units of Water&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003365.rdf
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	Units: Raman Fluorescence Units of Water
	Description: &lt;p&gt;Visible Humic-like component in Raman Fluorescence Units of Water&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003366.rdf
	Name: CobleT
	Units: Raman Fluorescence Units of Water
	Description: &lt;p&gt;Tyrosine-like component in Raman Fluorescence Units of Water&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003367.rdf
	Name: CobleB
	Units: Raman Fluorescence Units of Water
	Description: &lt;p&gt;Tryptophan-like: Tryptophan-like component in Raman Fluorescence Units of Water&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003368.rdf
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	Units: Raman Fluorescence Units of Water
	Description: &lt;p&gt;Generic Humic-like component in Raman Fluorescence Units of Water&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003369.rdf
	Name: Stedmon_D
	Units: Raman Fluorescence Units of Water
	Description: &lt;p&gt;Fulvic Acid-like: Fulvic Acid-like component in Raman Fluorescence Units of Water&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003370.rdf
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	Units: Raman Fluorescence Units of Water
	Description: &lt;p&gt;Lignin-like component in Raman Fluorescence Units of Water&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003371.rdf
	Name: HBact
	Units: cells per microliter
	Description: &lt;p&gt;Heterotrophic bacterioplankton concentration in cells per microliter (cells/uL)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003372.rdf
	Name: PEuk
	Units: cells per microliter
	Description: &lt;p&gt;PicoEukaryotes cell concentration in cells per microliter (cells/uL)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003373.rdf
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	Units: cells per microliter
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http://lod.bco-dmo.org/id/dataset-parameter/1003374.rdf
	Name: Pro
	Units: cells per microliter
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http://lod.bco-dmo.org/id/dataset-parameter/1003375.rdf
	Name: Latitude
	Units: decimal degrees
	Description: &lt;p&gt;Latitude of the general sampling area&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1003377.rdf
	Name: Longitude
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                <gco:CharacterString>&amp;lt;p&amp;gt;&amp;lt;em&amp;gt;Sampling Dates:&amp;lt;/em&amp;gt;&amp;lt;br /&amp;gt;
2021:&amp;lt;br /&amp;gt;
Gump Station, Moorea, French Polynesia&amp;lt;br /&amp;gt;
Aug 10 to Aug 19, 2021&amp;lt;br /&amp;gt;
Chief Scientist - Linda Wegley Kelly (SIO, lwegley@ucsd.edu)&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;2022:&amp;lt;br /&amp;gt;
Gump Station, Moorea, French Polynesia&amp;lt;br /&amp;gt;
Mar 29 to Apr 15, 2022&amp;lt;br /&amp;gt;
Chief Scientist - Linda Wegley Kelly&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;2023:&amp;lt;br /&amp;gt;
Gump Station, Moorea, French Polynesia&amp;lt;br /&amp;gt;
Aug 17 to Aug 25, 2023&amp;lt;br /&amp;gt;
Chief Scientist - Linda Wegley Kelly&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;em&amp;gt;Sample Collection. &amp;lt;/em&amp;gt;At every site on the fore- or backreef, salinity and temperature were measured using Manta Probes multi-parameter sondes (Eureka Instruments). Approximately 1.2 liters (L) of reef water was collected via peristalsis through 0.2 micrometer (µm) polyethersulfone filter cartridges (Sterivex, Millipore, UK) directly into durable, food-grade, flexible pouches (1.5 liter, blended foil and EVOH (ethylene vinyl alcohol) plastic, AstraPouch) before being transported to the laboratory for further processing. Ten milliliters (mL) of whole seawater was also collected into a syringe using peristalsis and immediately fixed with paraformaldehyde at a final concentration of 0.5% for subsequent flow cytometry analysis of microbial abundances. The Sterivex filtrate was used to rinse bottles to collect samples for inorganic nutrients, which were frozen and stored at -40 degrees Celsius (°C). For dissolved organic carbon (DOC) measurements, Sterivex filtrate was used to triple sample-rinse borosilicate vials with Teflon septa caps before collecting 40 mL (for deployment 2 and 3 in duplicates). Additionally, 500 mL of filtrate was transferred to triple-rinsed polycarbonate bottles for solid-phase dissolved organic matter (DOM) extraction. DOC and DOM samples were acidified to pH 2 using trace metal grade HCl. Acidified DOM samples were solid-phase extracted using the multichannel pump operating at a flow rate of 18 mL per minute onto Bond Elut PPL resin cartridges (200 milligrams (mg) bed mass, Agilent 2105005, USA). After desalinating the resin with LC-MS grade water (Fisher Chemical, Belgium), the cartridges were dried using Ultra High Purity compressed N&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; gas and kept frozen at -40°C.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;em&amp;gt;Biogeochemical Measurements. &amp;lt;/em&amp;gt;Inorganic nutrients were analyzed using a Seal AA3 Segmented Flow Injection Autoanalyzer at the University of Hawai'i SOEST Laboratory for Analytical Biogeochemistry: Nitrate+nitrite (N+N) and silicate concentrations, ammonium, phosphate. Additionally, total dissolved nitrogen and total dissolved phosphorus were determined through separate injections, with UV and alkaline or acid persulfate in-line oxidation, respectively. DOC samples were analyzed using high-temperature platinum catalytic oxidation on a Shimadzu TOC-V at the University of Hawaii SOEST Laboratory. The analysis of fluorescent dissolved organic matter (fDOM) was conducted using a Horiba Aqualog scanning fluorometer. Samples for microbial cell concentrations were thawed and 200 microliters (µL) of each sample was stained with SYBR Green I stain for a final concentration of 1X. Bacterial cell counts were enumerated using an Attune Acoustic Focusing Cytometer (Applied Biosystems).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Note that while the instruments were the same from year to year, samples were not all run at the same time.&amp;lt;/p&amp;gt;</gco:CharacterString>
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                  <gco:CharacterString>- Imported three original CSV files, Diel2021_BCODMO_Wegley_Kelly_Nelson.17Dec2025.csv, Diel2022_BCODMO_Wegley_Kelly_Nelson.17Dec2025.csv, and Diel2023_BCODMO_Wegley_Kelly_Nelson.17Dec2025.csv into the BCO-DMO data processing system.
- Treated &amp;quot;NA&amp;quot; as a missing data value (missing data are empty/blank in the final CSV file).
- Added a constant integer column Survey_Year with values 2021, 2022, and 2023 to their respective rows.
- Renamed multiple columns to standardize names across files and to comply with BCO-DMO naming conventions.
- Concatenated all three tables into a single combined table, mapping all 40 columns by name.
- Computed a new &amp;quot;ISO_DateTime_Local&amp;quot; datetime column by combining &amp;quot;Time&amp;quot; (format %H:%M) and &amp;quot;Date&amp;quot; (format %m/%d/%Y) columns, output formatted as %Y-%m-%dT%H:%M.
- Computed a new &amp;quot;ISO_DateTime_UTC&amp;quot; datetime column by combining the same &amp;quot;Time&amp;quot; and &amp;quot;Date&amp;quot; columns, interpreting the input as HST timezone and converting output to UTC, formatted as %Y-%m-%dT%H:%MZ.
- Added constant Latitude column (&amp;quot;-17.47722&amp;quot;) and Longitude column (&amp;quot;-149.84258&amp;quot;) to all rows, representing the general sampling area coordinates.
- Saved the final file as &amp;quot;1003286_v1_moorea_n_shore_diel_2021-2023.csv&amp;quot;.</gco:CharacterString>
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