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Summary
Item Identification
Keywords
Physical Location
Data Set Info
Support Roles
Extents
Spatial Info
Access Info
Distribution Info
Archive Info
Data Quality
Lineage
Acquisition Info
Related Items
Catalog Details

Summary

Short Citation
Office for Coastal Management, 2026: Quantification of epiphyte biomass accumulation on artificial seagrass leaves in Culebra, Puerto Rico, https://www.fisheries.noaa.gov/inport/item/76340.
Full Citation Examples

DOI: https://doi.org/10.25921/a782-8g03

Abstract

This record provides estimates of epiphyte biomass accumulation on artificial seagrass leaves at 13 monitoring stations in Ensenada Honda and Puerto Manglar in the island of Culebra, Puerto Rico.

Currently the island of Culebra is implementing a ridge-to reef-monitoring to assess Land-based sources of pollution (LBSP) mitigation success and identifying adaptive management needs. The goal of this study was to test whether metrics of epiphyte load accumulation on seagrass leaves can be used as a biological response indicator for nutrient impacts on Culebra's nearshore habitats. More specifically identify the presence of spatial patterns and examine potential linkages with nearshore water quality conditions in locations where upland watershed restoration interventions have been implemented vs. locations where no interventions have been conducted.

Artificial seagrass installations were deployed at 13 nearshore fixed monitoring stations downstream from select coastal watershed drainage delivery points, and co-located with water quality, sediment trap, and seagrass monitoring stations. These sites were selected to represent: 1) Repeat locations where nearshore water quality and sedimentation are being monitored. 2) Repeat locations previously sampled in 2014 for water quality and seagrass community status assessment. Epiphyte accumulation was quantified on artificial seagrass following the methods outlined in Virnstein & Curran (1986) with slight modifications At each monitoring station three replicate shoots containing 6 blades each (2 each, approx. length: ~23cm, ~13cm, and ~8cm; approx. width: ~1cm) attached to plastic augers were deployed. Augers were inserted into the substrate and anchored to existing (previously installed) rebar markers. The experiment was run twice and installations remained underwater for 60–90 days: 1) 7 Aug, 2023–7 Nov, 2023; and 2) 11 Dec, 2023–5 Feb, 2024. Recovered artificial leaves were carefully rinsed in fresh water to remove salt, gently scraped with a blade, and scraped material dried at 60 degrees celcius to constant weight. Artificial leaf dimensions were measured to the nearest 0.5 mm and the quadrangular (rectangle / trapezoid) leaf surface area was estimated accordingly. Recovered shoots that were frayed or tattered were discarded and excluded from analyses. Mean epiphyte biomass accumulation was computed in mg/cm2/day

Purpose

The goal of this study was to test whether metrics of epiphyte load accumulation on seagrass leaves can be used as a biological response indicator for nutrient impacts on Culebra's nearshore habitats. More specifically identify the presence of spatial patterns and examine potential linkages with nearshore water quality conditions in locations where upland watershed restoration interventions have been implemented vs. locations where no interventions have been conducted.

Data Access & Downloads

Access Constraints:

None

Use Constraints:

None

Controlled Theme Keywords

ANTHROPOGENIC/HUMAN INFLUENCED ECOSYSTEMS, AQUATIC ECOSYSTEMS, biota, COASTAL, COMMUNITY DYNAMICS, COMMUNITY STRUCTURE, EARTH SCIENCE, ECOLOGICAL DYNAMICS, environment, ESTUARIES, MACROALGAE (SEAWEEDS), MACROPHYTES, MARINE ENVIRONMENT MONITORING, oceans, PLANTS, REFORESTATION/REVEGETATION, SAV/SEA GRASS BED, SAV/SEA GRASS BED, VEGETATION, Water Oceans and Coasts Theme

Child Items

No Child Items for this record.

Contact Information

Metadata Contact
NOAA National Centers for Environmental Information (NCEI)
ROR: 04r0wrp59
ncei.info@noaa.gov
NCEI Contact Information

Extents

Geographic Area 1

-65.30833333333° W, -65.24444444444° E, 18.31388888889° N, 18.28861111111° S

Ensenada Honda and Puneto Manglar in Culebra Island, Puerto Rico

Time Frame 1
2023-08 - 2024-02

Item Identification

Title: Quantification of epiphyte biomass accumulation on artificial seagrass leaves in Culebra, Puerto Rico
Short Name: Culebra, epiphyte biomass accumulation on artificial seagrass
Status: Completed
Creation Date: 2025
Revision Date: 2025
Abstract:

This record provides estimates of epiphyte biomass accumulation on artificial seagrass leaves at 13 monitoring stations in Ensenada Honda and Puerto Manglar in the island of Culebra, Puerto Rico.

Currently the island of Culebra is implementing a ridge-to reef-monitoring to assess Land-based sources of pollution (LBSP) mitigation success and identifying adaptive management needs. The goal of this study was to test whether metrics of epiphyte load accumulation on seagrass leaves can be used as a biological response indicator for nutrient impacts on Culebra's nearshore habitats. More specifically identify the presence of spatial patterns and examine potential linkages with nearshore water quality conditions in locations where upland watershed restoration interventions have been implemented vs. locations where no interventions have been conducted.

Artificial seagrass installations were deployed at 13 nearshore fixed monitoring stations downstream from select coastal watershed drainage delivery points, and co-located with water quality, sediment trap, and seagrass monitoring stations. These sites were selected to represent: 1) Repeat locations where nearshore water quality and sedimentation are being monitored. 2) Repeat locations previously sampled in 2014 for water quality and seagrass community status assessment. Epiphyte accumulation was quantified on artificial seagrass following the methods outlined in Virnstein & Curran (1986) with slight modifications At each monitoring station three replicate shoots containing 6 blades each (2 each, approx. length: ~23cm, ~13cm, and ~8cm; approx. width: ~1cm) attached to plastic augers were deployed. Augers were inserted into the substrate and anchored to existing (previously installed) rebar markers. The experiment was run twice and installations remained underwater for 60–90 days: 1) 7 Aug, 2023–7 Nov, 2023; and 2) 11 Dec, 2023–5 Feb, 2024. Recovered artificial leaves were carefully rinsed in fresh water to remove salt, gently scraped with a blade, and scraped material dried at 60 degrees celcius to constant weight. Artificial leaf dimensions were measured to the nearest 0.5 mm and the quadrangular (rectangle / trapezoid) leaf surface area was estimated accordingly. Recovered shoots that were frayed or tattered were discarded and excluded from analyses. Mean epiphyte biomass accumulation was computed in mg/cm2/day

Purpose:

The goal of this study was to test whether metrics of epiphyte load accumulation on seagrass leaves can be used as a biological response indicator for nutrient impacts on Culebra's nearshore habitats. More specifically identify the presence of spatial patterns and examine potential linkages with nearshore water quality conditions in locations where upland watershed restoration interventions have been implemented vs. locations where no interventions have been conducted.

Other Citation Details:

-Virnstein RW, Curran MC (1986) Colonization of artificial seagrass versus time and distance from source> Mar. Ecol. Prog. Ser. 29:297-288

-Stoner A (1980) The role of seagrass biomass in the organization of benthic macrofaunal assemblages. Bull. Mar. Sci. 30: 537-551

-Frankovich T, Fourqurean J (1997) Seagrass epiphyte loads along a nutrient availability gradient, Florida Bay, USA. Mar. Ecol. Prog. Ser. 150: 37-50

-Nelson W (2017) Development of an epiphyte indicator of nutrient enrichment: a critical evaluation of observational and experimental studies. Ecol. Indic. 79: 207-227. doi:10.1016/j.ecolind.2017.04.034

DOI (Digital Object Identifier): https://doi.org/10.25921/a782-8g03
DOI Registration Authority: NOAA NCEI

Keywords

Theme Keywords

Theme Keywords
Thesaurus Keyword
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PLANTS
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > PLANTS > MACROALGAE (SEAWEEDS)
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > BIOSPHERE > ECOLOGICAL DYNAMICS
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > BIOSPHERE > ECOLOGICAL DYNAMICS > COMMUNITY DYNAMICS
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > BIOSPHERE > ECOLOGICAL DYNAMICS > COMMUNITY DYNAMICS > COMMUNITY STRUCTURE
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > ANTHROPOGENIC/HUMAN INFLUENCED ECOSYSTEMS
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > AQUATIC ECOSYSTEMS
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > COASTAL
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > COASTAL > SAV/SEA GRASS BED
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > MARINE ECOSYSTEMS > ESTUARY > SAV/SEA GRASS BED
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > BIOSPHERE > VEGETATION
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > BIOSPHERE > VEGETATION > MACROPHYTES
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > HUMAN DIMENSIONS > HABITAT CONVERSION/FRAGMENTATION > REFORESTATION/REVEGETATION
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > OCEANS > COASTAL PROCESSES > ESTUARIES
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > OCEANS > MARINE ENVIRONMENT MONITORING
ISO 19115 Topic Category
biota
ISO 19115 Topic Category
environment
ISO 19115 Topic Category
oceans
NGDA Portfolio Themes
Water Oceans and Coasts Theme
UNCONTROLLED
User-defined Land-based sources of pollution
User-defined NOAA Coral Reef Conservation Program
User-defined NOAA Restoration Center
User-defined Seagrass epiphytes
User-defined Seagrasses

Temporal Keywords

Temporal Keywords
Thesaurus Keyword
Global Change Master Directory (GCMD) Temporal Data Resolution Keywords
Decadal

Spatial Keywords

Spatial Keywords
Thesaurus Keyword
Global Change Master Directory (GCMD) Location Keywords
CONTINENT > NORTH AMERICA > CENTRAL AMERICA
Global Change Master Directory (GCMD) Location Keywords
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > PUERTO RICO
UNCONTROLLED
User-defined Culebra Island
User-defined Ensenada Honda
User-defined Nearshore
User-defined Puerto Manglar

Stratum Keywords

Stratum Keywords
Thesaurus Keyword
Global Change Master Directory (GCMD) Vertical Data Resolution Keywords
10 meters - < 30 meters

Instrument Keywords

Instrument Keywords
Thesaurus Keyword
International Standard Statistical Classification of Fishing Gear (ISSCFG)
MISCELLANEOUS Gear > Diving
UNCONTROLLED
User-defined Biomass
User-defined Quadrats
User-defined Scuba

Platform Keywords

Platform Keywords
Thesaurus Keyword
Global Change Master Directory (GCMD) Platform Keywords
Data Analysis
Global Change Master Directory (GCMD) Platform Keywords
Data Collections
Global Change Master Directory (GCMD) Platform Keywords
ZODIACS
UNCONTROLLED
User-defined Small boat

Physical Location

Organization: National Centers for Environmental Information - Silver Spring, Maryland
City: Silver Spring
State/Province: MD

Data Set Information

Data Set Scope Code: Data Set
Data Set Type: CSV Files
Maintenance Frequency: None Planned
Data Presentation Form: Table (digital)
Entity Attribute Overview:

Data include individual estimates of epiphyte biomass accumulation in milligrams per centimeter square per day.

Distribution Liability:

While every effort has been made to ensure that these data are accurate and reliable within the limits of the current state of the art, NOAA cannot assume liability for any damages caused by errors or omissions in the data, nor as a result of the failure of the data to function on a particular system. NOAA makes no warranty, expressed or implied, nor does the fact of distribution constitute such a warranty.

Data Set Credit: Bernardo Vargas-Angel, Juan Sanchez, Miguel Figuerola-Hernandez.

Support Roles

Data Steward

CC ID: 1395536
Date Effective From: 2025
Date Effective To: 2035
Contact (Person): Vandiver, Lisa
Address:
Email Address: lisa.vandiver@noaa.gov

Distributor

CC ID: 1395537
Date Effective From: 2025
Date Effective To: 2035
Contact (Organization): NOAA National Centers for Environmental Information (NCEI)
Address:
ROR: https://ror.org/04r0wrp59
Email Address: ncei.info@noaa.gov
URL: NCEI Contact Information

Metadata Contact

CC ID: 1395538
Date Effective From: 2025
Date Effective To: 2035
Contact (Organization): NOAA National Centers for Environmental Information (NCEI)
Address:
ROR: https://ror.org/04r0wrp59
Email Address: ncei.info@noaa.gov
URL: NCEI Contact Information

Extents

Extent Group 1

Extent Group 1 / Geographic Area 1

CC ID: 1395550
W° Bound: -65.30833333333
E° Bound: -65.24444444444
N° Bound: 18.31388888889
S° Bound: 18.28861111111
Description

Ensenada Honda and Puneto Manglar in Culebra Island, Puerto Rico

Extent Group 1 / Time Frame 1

CC ID: 1395549
Time Frame Type: Range
Start: 2023-08
End: 2024-02

Extent Group 2

No extents defined for this group.

Spatial Information

Spatial Resolution

Horizontal Distance: 0.5 Meter
Vertical Distance: 0.5 Meter

Reference Systems

Reference System 1

CC ID: 1395543

Coordinate Reference System

CRS Type: Geographic 3D
EPSG Code: EPSG:4979
EPSG Name: WGS 84
See Full Coordinate Reference System Information

Access Information

Data License: CC0-1.0
Data License URL: https://creativecommons.org/publicdomain/zero/1.0/
Data License Statement: These data were produced by NOAA and are not subject to copyright protection in the United States. NOAA waives any potential copyright and related rights in these data worldwide through the Creative Commons Zero 1.0 Universal Public Domain Dedication (CC0-1.0).
Security Class: Unclassified
Data Access Policy:

We welcome the opportunity to collaborate on research issues contributing to the scientific basis for better management of marine ecosystems.

The following recommendations are for your consideration as you use this data:

1) Data analyses should take all field exigencies into account. The most effective way to do this would be active collaboration with principal investigators.

2) In all presentations, product releases, or publications using these data proper acknowledgement the individuals responsible for data collection is expected. Citing the DOI (if available) is preferred, a non-DOI example is listed below.

3) If you collect or generate data for the same study areas, CREP requests that you share relevant information on complimentary data collections.

Data Access Procedure:

Data can be accessed online via the NOAA National Centers for Environmental Information (NCEI) Ocean Archive.

Data Access Constraints:

None

Data Use Constraints:

None

Metadata Access Constraints:

None

Metadata Use Constraints:

None

Distribution Information

Distribution 1

CC ID: 1395579
Download URL: https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.nodc:0306699
Distributor: NOAA National Centers for Environmental Information (NCEI) (2025 - 2035)
File Name: Culebra epiphyte biomass accumulation on artificial seagrass
Description:

Culebra epiphyte biomass accumulation on artificial seagrass-Datan (milligrams/centimeter square/day).

Distribution Format: CSV - Comma Separated Values (Text)
Compression: Uncompressed

Distribution 2

CC ID: 1405787
Download URL: https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/accession/download/306699
Distributor: NOAA National Centers for Environmental Information (NCEI) (2025 - 2035)
File Name: CulebraSeagrassEpiphyteAccumulationDataDictionary
Description:

Data dictionary

Distribution Format: CSV - Comma Separated Values (Text)
Compression: Uncompressed

Distribution 3

CC ID: 1405788
Download URL: https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.nodc:0306699
Distributor: NOAA National Centers for Environmental Information (NCEI) (2025 - 2035)
File Name: Epiphytometer
Description:

Image of epiphytometer, auger, and deployed epiphytometer

Distribution Format: PNG - Portable Network Graphics Format
File Size: 9700
Compression: Uncompressed

Archive Information

306699

CC ID: 1405786
Location: NOAA National Centers for Environmental Information (NCEI)
File Identifier: 306699
File Name: CulebraSeagrassEpiphyteAccumulationData
URL: https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/accession/download/306699
Description:

Epiphyte biomass accumulation (mg/cm2/day) on artificial seagrass leaves.

Archive Date: 2025-07-31
Archive Update Frequency: None Planned

Data Quality

Accuracy:

Artificial seagrass installations deployment, retrieval, laboratory analyses, and accumulation rate computations were conducted by experienced scientific personnel who met a set of minimum standards for field and laboratory work.

Handheld GPS units were used to locate sites and mark site locations.

Analytical Accuracy:

Handheld GPS units were used to locate sites and mark site locations.

Completeness Measure:

Data gaps originate from: 1) Lost experimental units; installations that were not found at time of recovery. 2) Experimental units that were shredded or tattered probably due to fish predation

Precision:

-Artificial seagrass leaf length and width were measured to the nearest 0.5 mm and the quadrangular (rectangle / trapezoid) leaf area was estimated accordingly.

Field Precision:

Handheld GPS units were used to locate sites.

Conceptual Consistency:

Survey methods were consistent across all sites.

Quality Control Procedures Employed:

Quality control occurred at several major stages: 1) Experimental unit construction, deployment, recovery, and post-recovery handling. 2) Mathematical computation error checking. 3) Data entry, and 4) Data management.

--Artificial seagrass installations construction, deployment, retrieval, laboratory analyses, and accumulation rate computations were conducted by experienced scientific personnel who met a set of minimum standards for field and laboratory work.

--The same laboratory instrumentation (i.e., analytical balance and drying oven) was employed to process and analyze all samples.

--Data gaps originate from experimental units that were not found at time of recovery, and experimental units that were frayed or tattered at time of recovery, probably due to predation.

--Survey and analytical methods were consistent across all samples.

Lineage

Lineage Statement:

Epiphyte biomass accumulation on artificial seagrass

Sources

Culebra Seagrass Monitoring Work Plan: Developing a seagrass monitoring program to evaluate changes in LBSP responses in Culebra, Puerto Rico

CC ID: 1395717
Contact Role Type: Publisher
Contact Type: Organization
Contact Name: NOAA Coral Reef Information System
Publish Date: 2024-01-01
Citation URL: https://www.ncei.noaa.gov/data/oceans/coris/library/NOAA/CRCP/NMFS/OHC/Projects/30033/Culebra_LBSP_RidgeToReef_Monitoring_Program/Vargas-Angel2024e_Seagrass_Monitoring_Transects_WorkPlan.pdf
Citation URL Name: Vargas-Angel2024e_Seagrass_Monitoring_Workplan
Citation URL Description:

Culebra Seagrass Monitoring Work Plan

Source Contribution:

NOAA Coral Reef Information System: The Coral Program Watershed Management Activities; Puerto Rico, Culebra

Virnstein RW, Curran MC (1986) Colonization of artificial seagrass versus time and distance from source. Mar. Ecol. Prog. Ser. 29:297-288

CC ID: 1395581
Contact Role Type: Publisher
Contact Type: Organization
Contact Name: Mar. Ecol. Prog. Ser
Publish Date: 1986-01-01
Extent Type: Range
Extent Start Date/Time: 2023
Extent End Date/Time: 2024

Acquisition Information

Instruments

Instrument Unavailable Reason: Not Applicable

Related Items

Item Type Relationship Type Title
Data Set (DS) Cross Reference Benthic Surveys in Culebra, Puerto Rico: comprehensive assessment of seagrass community structure and demography from transect surveys conducted in 2014 and 2022

Benthic Surveys in Culebra, Puerto Rico: comprehensive assessment of seagrass community structure and demography from transect surveys conducted in 2014 and 2022

Data Set (DS) Cross Reference Water quality surveys in Culebra: comprehensive assessment of inorganic nutrient and human dietary tracer concentrations 2023-05-03 to 2024-05-21
Data Set (DS) Cross Reference Water quality surveys in Culebra: comprehensive assessment of physical and chemical water characteristics 2023-02-08 to 2025-01-13

Water quality surveys in Culebra: comprehensive assessment of inorganic nutrient concentrations 2023-05-03 to 2024-05-21

Catalog Details

Catalog Item ID: 76340
GUID: gov.noaa.nmfs.inport:76340
Metadata Record Created By: Bernardo Vargas-Angel
Metadata Record Created: 2025-07-14 13:06+0000
Metadata Record Last Modified By: SysAdmin InPortAdmin
Metadata Record Last Modified: 2026-03-04 19:17+0000
Metadata Record Published: 2025-08-07
Owner Org: OCM
Metadata Publication Status: Published Externally
Do Not Publish?: N
Metadata Last Review Date: 2025-06-24
Metadata Review Frequency: 1 Year
Metadata Next Review Date: 2026-06-24