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Short Citation:
Pacific Islands Fisheries Science Center, 2022: Benthic Surveys in Faga'alu, American Samoa: benthic cover derived from analysis of benthic images collected during belt transect surveys of coral demography in 2015 and 2020, https://www.fisheries.noaa.gov/inport/item/32707.

Item Identification

Title: Benthic Surveys in Faga'alu, American Samoa: benthic cover derived from analysis of benthic images collected during belt transect surveys of coral demography in 2015 and 2020
Short Name: Faga'alu: benthic cover 2015 and 2020
Status: On Going
Publication Date: 2022
Abstract:

The benthic cover data described herein were generated by the NOAA Ecosystem Sciences Division (former Coral Reef Ecosystem Program, CREP) from the quantitative analysis of photoquadrat benthic images using the image analysis software CoralNet, whereby random points are projected on each image and the benthic elements falling directly underneath each point are identified. The images were collected at sites in Faga'alu Bay in 2015 and 2020 during belt transect surveys of coral demography. The data can be accessed online via the NOAA National Centers for Environmental Information (NCEI) Ocean Archive. The benthic images and coral demography data are described and archived separately.

Purpose:

These data are part of a NOAA Coral Reef Conservation Program (CRCP) funded project aimed at establishing baseline data for benthic cover and composition via Rapid Ecological Assessment (REA) surveys conducted by the NOAA Ecosystem Sciences Division (ESD) (formerly Coral Reef Ecosystem Program -CREP) at Faga'alu Bay, Tutuila, American Samoa between 2012 and 2020.

In August 2012 Faga'alu watershed in American Samoa was adopted by the U.S. Coral Reef Task Force Watershed Partnership Initiative as a priority site, with the objective to reduce inputs of land-based sources of pollution to nearby coastal areas and coral reefs within the watershed. The Samoa Maritime rock quarry was found to be a major contributor to the periodic flux of excessive sediments onto the adjacent reef in Faga'alu. In September of December 2014, mitigation actions were implemented at the Samoa Maritime Quarry, including the installation of drainage systems, alternative ground cover, and retention ponds.

Data were collected to assess the effectiveness of management actions to reduce land-based sources of pollution impacts undertaken at the Samoa Maritime rock quarry. Pre-intervention baseline data were collected in 2013 and subsequent post-intervention monitoring in 2015 and 2020. Funding provided by the NOAA Coral Reef Conservation Program (CRCP) through two internal projects entitled. 1) Comprehensive Baseline Assessment and Pilot Test of Outcome Performance Measures in Faga'alu Bay, American Samoa, awarded to Suzie Holst. 2) Status and Trends Assessment for Land-based Sources of Pollution Impacts on Benthic Reef Communities in Faga'alu Bay and Vatia Bay, American Samoa, awarded to the NOAA Ecosystem Sciences Division.

Other Citation Details:

Vargas-Angel B, Schumacher BD. 2018. Baseline surveys for coral reef community structure and demographics in Vatia Bay and Faga'alu Bay, American Samoa. Pacific Islands Fisheries Science Center, PIFSC Special Publication, SP-18-002, 38 p. https://doi.org/10.7289/V5/SP-PIFSC-18-002.

and

Vargas-Angel B, Huntington B. 2020. Status and trends assessments for land-based sources of pollution impacts on benthic reef communities in Faga'alu Bay, American Samoa. U.S. Dept. of Commerce, NOAA Technical Memorandum NOAA-TM-NMFS-PIFSC-109, 38 p. doi:10.25923/0gvj-zm69.

Supplemental Information:

An Erosion and Sediment Control Plan was implemented at Samoa Maritime quarry to reduce excess sedimentation from quarry operations, and mitigation actions from the Plan took place in 2014 to install retention basins designed to stem the input of excess sediments into Faga'alu Stream below the quarry. REA surveys conducted by ESD in 2012 and 2013 serve as the pre-mitigation baseline, and surveys conducted in 2015 and 2020 document the downstream effects (e.g., changes to the coral community) in Faga'alu Bay from the mitigation efforts to reduce the sediment loads upstream.

Keywords

Theme Keywords

Thesaurus Keyword
UNCONTROLLED
CoRIS Discovery Thesaurus Numeric Data Sets > Benthic
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Aquatic Habitat > Benthic Habitat
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Aquatic Habitat > Reef Habitat > Coral cover
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Vegetation > Algae > Algal Cover
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Vegetation > Algae > Crustose Coralline Algae
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Vegetation > Algae > Encrusting Macroalgae
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Vegetation > Algae > Fleshy Macroalgae
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Vegetation > Algae > Turf Algae
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Baseline studies
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Transect Monitoring
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Benthos Analysis > Transect Monitoring > Belt Transect
CoRIS Theme Thesaurus EARTH SCIENCE > Biosphere > Zoology > Corals > Reef Monitoring and Assessment > Photographic Analysis
CoRIS Theme Thesaurus EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs
CoRIS Theme Thesaurus EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology
CoRIS Theme Thesaurus EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Benthic biology
CoRIS Theme Thesaurus EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Coral Cover
CoRIS Theme Thesaurus EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Hard Coral Cover
CoRIS Theme Thesaurus EARTH SCIENCE > Oceans > Coastal Processes > Coral Reefs > Coral Reef Ecology > Octocoral Cover
CRCP Project 31090
CRCP Project 31259
CRCP Project Comprehensive baseline assessment and pilot test of outcome performance measures in Faga'alu Bay
CRCP Project Status and trends assessment for LBSP impacts on reef communities in Faga'alu Bay and Vatia Bay
ISO 19115 Topic Category 002
ISO 19115 Topic Category Biota
NODC DATA TYPES THESAURUS REEF AND/OR BOTTOM REGIME - PERCENT COVER
NODC OBSERVATION TYPES THESAURUS survey - biological
NODC OBSERVATION TYPES THESAURUS survey - coral reef
NODC OBSERVATION TYPES THESAURUS survey - diver
NODC OBSERVATION TYPES THESAURUS survey - photographs
NODC PROJECT NAMES THESAURUS Coral Reef Conservation Program
NODC PROJECT NAMES THESAURUS CORAL REEF STUDIES
NODC SUBMITTING INSTITUTION NAMES THESAURUS US DOC; NOAA; NMFS; Pacific Islands Fisheries Science Center; Ecosystem Sciences Division; Coral Reef Ecosystem Program
None Coral Reef Ecosystem Division
None Coral Reef Ecosystem Program
None CRED
None CREP
None Ecosystem Sciences Division
None ESD
None Pacific Islands Fisheries Science Center
None PIFSC

Spatial Keywords

Thesaurus Keyword
UNCONTROLLED
CoRIS Place Thesaurus COUNTRY/TERRITORY > United States of America > American Samoa > Tutuila Island > Faga'alu (14S170W0005)
CoRIS Place Thesaurus OCEAN BASIN > Pacific Ocean > Pago Pago Harbor > Faga'alu (14S170W0005)
NODC SEA AREA NAMES THESAURUS South Pacific Ocean

Physical Location

Organization: Pacific Islands Fisheries Science Center
City: Honolulu
State/Province: HI
Country: USA

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:

Raw survey data includes metadata for each survey; site characteristics; unique image name and individual point observations identified at three functional group levels of benthic cover: Tier 1 (e.g., hard coral, macroalgae, etc.), Tier 2 (e.g., massive, branching, foliose, encrusting, etc.), and Tier 3 (e.g., Astreopora sp, Favia sp, etc.).

Entity Attribute Detail URL: https://www.fisheries.noaa.gov/inport/item/51072
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: PIFSC Coral Reef Ecosystem Program and funded by the NOAA Coral Reef Conservation Program

Support Roles

Data Set Credit

CC ID: 709562
Date Effective From: 2015
Date Effective To:
Contact (Organization): NOAA Coral Reef Conservation Program (CRCP)
Address: 1305 East West Highway 10th Floor
Silver Spring, MD 20910-3281
Phone: (301) 713-3155
URL: https://coralreef.noaa.gov
Contact Instructions:

Funders

Data Steward

CC ID: 709563
Date Effective From: 2015
Date Effective To:
Contact (Person): Vargas-Angel, Bernardo
Address: 1845 Wasp Blvd.
Honolulu, HI 96818
USA
Email Address: bernardo.vargasangel@noaa.gov
Phone: (808)725-5423
Contact Instructions:

Email preferred

Distributor

CC ID: 709564
Date Effective From: 2018
Date Effective To:
Contact (Organization): National Centers for Environmental Information - Silver Spring, Maryland (NCEI-MD)
Address: NOAA/NESDIS E/OC SSMC3, 4th Floor, 1351 East-West Highway
Silver Spring, MD 20910-3282
Phone: (301) 713-3277

Metadata Contact

CC ID: 1128556
Date Effective From: 2021
Date Effective To:
Contact (Person): Luers, Lori H
Address: 1845 Wasp Blvd.
Honolulu, HI 96818
USA
Email Address: lori.luers@noaa.gov
Contact Instructions:

Email preferred

Originator

CC ID: 709567
Date Effective From: 2015
Date Effective To:
Contact (Organization): Pacific Islands Fisheries Science Center (PIFSC)
Address: 1845 Wasp Blvd.
Honolulu, HI 96818
USA
Email Address: pifsc.info@noaa.gov
Phone: 808-725-5360
URL: https://www.pifsc.noaa.gov
Business Hours: 8:00 a.m. - 4:30 p.m.

Point of Contact

CC ID: 709568
Date Effective From: 2015
Date Effective To:
Contact (Person): Vargas-Angel, Bernardo
Address: 1845 Wasp Blvd.
Honolulu, HI 96818
USA
Email Address: bernardo.vargasangel@noaa.gov
Phone: (808)725-5423
Contact Instructions:

Email preferred

View Historical Support Roles

Extents

Currentness Reference: Ground Condition

Extent Group 1

Extent Description:

Faga'alu Bay, Tutuila, American Samoa

Extent Group 1 / Geographic Area 1

CC ID: 709574
W° Bound: -170.68277777778
E° Bound: -170.67413972
N° Bound: -14.28695194
S° Bound: -14.295
Description

Location of Rapid Ecological Assessment (REA) surveys in Faga'alu Bay in 2015 and 2020

Extent Group 1 / Time Frame 1

CC ID: 709575
Time Frame Type: Range
Start: 2015-10-29
End: 2015-11-11
Description:

Location of Rapid Ecological Assessment (REA) surveys in Faga'alu Bay in 2015

Extent Group 1 / Time Frame 2

CC ID: 1182660
Time Frame Type: Range
Start: 2020-01-15
End: 2020-01-24
Description:

Location of Rapid Ecological Assessment (REA) surveys in Faga'alu Bay in 2020 during fly-in mission.

Access Information

Security Class: Unclassified
Security Classification System:

Not applicable

Security Handling Description:

Not applicable

Data Access Policy:

NOAA Ecosystem Sciences Division (ESD; Former Coral Reef Ecosystem Program -CREP) Data Sharing Recommendations, version 9.0 updated August 12, 2015:

CREP welcomes the opportunity to collaborate on research issues contributing to the scientific basis for better management of marine ecosystems. CREP has a very diverse set of field activities that generates large volumes of data using an array of data collection protocols.

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 CREP principal investigators.

2) In all presentations, product releases, or publications using data generated by CREP, proper acknowledgement of both CREP and 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.

4) Those receiving data are strongly urged to inform the CREP Data Management Team of any errors and discrepancies that are discovered during the course of using these data. They are further urged to bring to the attention of the Team all problems and difficulties encountered in using these data. This information is necessary in order to improve the collections and to facilitate more efficient and economical data processing and retrieval. The users are asked to supply copies of any missing data that may be located, and to provide information as to significant subsets and special aggregations of data that are developed in using the material provided.

Example citation:

"This publication makes use of data products provided by the Coral Reef Ecosystem Program (CREP), Pacific Islands Fisheries Science Center (PIFSC), National Marine Fisheries Service (NMFS), National Oceanic and Atmospheric Administration (NOAA), with funding support from the NOAA Coral Reef Conservation Program (CRCP). The analysis and interpretations presented here are solely that of the current authors.

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:

Please cite NOAA Coral Reef Ecosystem Program (CREP) when using the data.

Example

Cite as: Vargas-Angel, Bernardo; Ecosystem Sciences Division; Pacific Islands Fisheries Science Center (2022). Benthic Surveys in Faga'alu, American Samoa: benthic percent cover derived from analysis of benthic images collected during belt transect surveys of coral demography in 2015 and 2020. NOAA National Centers for Environmental Information. https://www.fisheries.noaa.gov/inport/item/32707

Metadata Access Constraints:

None

Metadata Use Constraints:

None

Distribution Information

Distribution 1

CC ID: 709579
Download URL: http://accession.nodc.noaa.gov/0169725
Distributor: National Centers for Environmental Information - Silver Spring, Maryland (NCEI-MD) (2018 - Present)
File Name: MV_BIA_CNET_ANALYSIS_DATA_FAGAALU_2015.csv
Description:

Benthic cover data derived from analysis of benthic images collected during belt transect surveys conducted by the NOAA Coral Reef Ecosystem Program (CREP) in Faga'alu, Tutuila, American Samoa in 2015.

File Date/Time: 2017-12-21 00:00:00
File Type: csv (comma-separated values)

Distribution 2

CC ID: 1182617
Download URL: http://accession.nodc.noaa.gov/0259709
Distributor: National Centers for Environmental Information - Silver Spring, Maryland (NCEI-MD) (2018 - Present)
File Name: BENTHIC_COVER_FAGAALU_MP2006_2020.csv
Description:

Benthic cover from benthic image analysis with CoralNet for fly-in Mission to Faga'alu, American Samoa in 2020.

File Type: csv (comma-separated values)

URLs

URL 1

CC ID: 709580
URL: http://coralnet.ucsd.edu/
Name: CoralNet
URL Type:
Browse Graphic
Description:

The online tool used to analyze the benthic images for benthic cover.

URL 2

CC ID: 709581
URL: http://www.coris.noaa.gov/activities/fagaaluWatershed/
Name: Baseline Assessment of Faga'alu Watershed: A Ridge to Reef Assessment in Support of Sediment Reduction Activities and Future Evaluation of their Success
URL Type:
Browse Graphic
Description:

NOAA Technical Memorandum CRCP 23

URL 3

CC ID: 709582
URL: http://data.nodc.noaa.gov/coris/library/NOAA/CRCP/project/917/Fagaalu_TM_CRCP_23_DOI_Cover_200.jpg
Name: Baseline Assessment of Faga'alu Watershed
URL Type:
Browse Graphic
Baseline Assessment of Faga'alu Watershed
File Resource Format: JPG
Description:

NOAA Technical Memorandum CRCP 23

URL 4

CC ID: 747864
URL: https://doi.org/10.7289/V5/SP-PIFSC-18-002
Name: Baseline surveys for coral reef community structure and demographics in Vatia Bay and Faga'alu Bay, American Samoa
URL Type:
Browse Graphic
File Resource Format: PDF
Description:

PIFSC Special Publication, SP-18-002, 38 p.

URL 5

CC ID: 1131889
URL: https://repository.library.noaa.gov/view/noaa/27088
Name: Status and Trends Assessment for Land-based Sources of Pollution Impacts on Benthic Reef Communities in Faga'alu Bay, American Samoa.
URL Type:
Online Resource
Description:

NOAA Technical Memorandum NMFS-PIFSC-109, 38 p

Technical Environment

Description:

PIFSC Oracle database view for benthic cover as calculated by annotations using CoralNet: MV_BIA_CNET_ANALYSIS_DATA

Data Quality

Accuracy:

Data sets derived from image analysis are highly reliable within the stipulated taxonomic context. Each time a production run is performed for a region a calibration exercise is conducted by all staff that will participate in that round of image analysis classification. Usually 100-150 photos are selected from the photos being processed as part of the production run series, or other region-relevant photo streams. Then, image analysis software assigns 10 random fixed points per photo. Each photo analyst is asked to classify the same set of points in each of the photos used as part of the calibration exercise. The goal of the calibration exercise is to assess inter-observer variability. Inter-observer variability rates are available upon request for each production run.

Completeness Report:

The data set derived from the image analysis is as good as the images themselves; poor images with low contrast, inappropriate white balance, or out of focus may have to be discarded. Therefore, percent cover estimates for some sites may derive from differing number of images (points) between sites. Although the analysis process is statistically robust to allow for differing n (points) between sites, users should be aware of this limitation.

Classification is completed to the functional group/genus level (Tier 3).

Benthic images were collected during coral demographic surveys in 2012, 2015, and 2020 in Faga'alu; however, only the images collected during the most recent surveys in 2015 and 2020 were analyzed.

Conceptual Consistency:

The same method of image analysis was used at each surveyed site.

Quality Control Procedures Employed:

Quality control is enforced by means of point-to-point, inter-observer calibration exercises that are conducted before each image analysis production series. Training modules and standard operating procedures have also been developed and documented to ensure improved performance and consistent imagery analysis results produced by multiple analysts.

Data Management

Have Resources for Management of these Data Been Identified?: Yes
Approximate Percentage of Budget for these Data Devoted to Data Management: Unknown
Do these Data Comply with the Data Access Directive?: Yes
Is Access to the Data Limited Based on an Approved Waiver?: No
Approximate Delay Between Data Collection and Dissemination: Unknown
Actual or Planned Long-Term Data Archive Location: NCEI-MD
Approximate Delay Between Data Collection and Archiving: Unknown
How Will the Data Be Protected from Accidental or Malicious Modification or Deletion Prior to Receipt by the Archive?:

NOAA IRC and NOAA Fisheries ITS resources and assets.

Lineage

Lineage Statement:

The data described here were derived from the analysis of benthic images collected along photo-quadrat surveys by the NOAA Ecosystem Sciences Division (ESD):

In 2015 photo quadrat images were taken every meter from the 1-m to the 15-m mark along TWO, 18-m transects per site (n = 30 images).

In 2020 photo quadrat images were taken every meter from the 1-m to the 30-m mark along one 30-m transect line (n = 30 images).

Sources

Baseline surveys for coral reef community structure and demographics in Vatia Bay and Faga'alu Bay, American Samoa.

CC ID: 1131890
Contact Role Type: Originator
Contact Type: Organization
Contact Name: Pacific Islands Fisheries Science Center, PIFSC
Citation URL: https://doi.org/10.7289/V5/SP-PIFSC-18-002
Citation URL Name: OAA Pacific Islands Fisheries Science Center, PIFSC Special Publication, SP-18-002
Citation URL Description:

Vargas-Angel B, Schumacher BD. 2018. Baseline surveys for coral reef community structure and demographics in Vatia Bay and Faga'alu Bay, American Samoa. Pacific Islands Fisheries Science Center, PIFSC Special Publication, SP-18-002, 38 p.

Lozada-Misa P, Schumacher BD, Vargas-Angel B. 2017. Analysis of benthic survey images via CoralNet : a summary of standard operating procedures and guidelines. Pacific Islands Fisheries Science Center, PIFSC Administrative Report, H-17-02, 169 p. https://doi.org/10.7289/V5/AR-PIFSC-H-17-02.

CC ID: 709586
Contact Type: Organization
Contact Name: Pacific Islands Fisheries Science Center, PIFSC
Citation URL: https://repository.library.noaa.gov/view/noaa/14205
Source Contribution:

The published benthic image analysis SOP using CoralNet.

Status and trends assessments for land-based sources of pollution impacts on benthic reef communities in Faga'alu Bay, American Samoa (2020)

CC ID: 1131891
Contact Role Type: Originator
Contact Type: Organization
Contact Name: Pacific Islands Fisheries Science Center
Citation URL: https://repository.library.noaa.gov/view/noaa/27088
Citation URL Name: NOAA technical memorandum NMFS-PIFSC ; 109
Citation URL Description:

Vargas-Angel B, Huntington B. 2020. Status and trends assessments for land-based sources of pollution impacts on benthic reef communities in Faga'alu Bay, American Samoa. U.S. Dept. of Commerce, NOAA Technical Memorandum NOAA-TM-NMFS-PIFSC-109, 38 p. doi:10.25923/0gvj-zm69.

Process Steps

Process Step 1

CC ID: 709587
Description:

Still photographs were collected during belt transect surveys of coral demography to record the benthic community composition at predetermined points along the transect lines with a high-resolution digital camera mounted on a pole. 30 photoquadrat images were collected at each site.

In 2015 the photoquadrat surveys were conducted along two, independent 18 meter transects per site. Photos of the benthic substrate were taken at one meter intervals starting at meter 1, along the left hand side of each 18 meter transect (15 images/transect; 30 images total)

In 2020 the photoquadrat surveys were conducted along one, 30 meter transect per site. Photos of the benthic substrate were taken at one meter intervals starting at meter 1, along the left hand side of the transect (30 images/transect; 30 images total)

The benthic photoquadrat images were analyzed by using the web-based annotation tool CoralNet (Beijbom et al. 2016). CoralNet assigns 10 random points per photo and the benthic elements falling directly underneath each point is identified to three functional group levels: Tier 1 (e.g. hard coral, macroalgae, etc.), Tier 2 (e.g. Hard coral by morphology = massive, branching, etc.), and Tier 3 (e.g. Hard coral by genus and morphology). The detailed list of each functional group level or tier is included in the benthic image analysis classification scheme. See the published standard operating procedures for further details.

Source: Lozada-Misa P, Schumacher BD, Vargas-Angel B. 2017. Analysis of benthic survey images via CoralNet : a summary of standard operating procedures and guidelines. Pacific Islands Fisheries Science Center, PIFSC Administrative Report, H-17-02, 169 p. https://doi.org/10.7289/V5/AR-PIFSC-H-17-02.

Child Items

Rubric scores updated every 15m

Rubric Score Type Title
Entity Benthic Image analysis classification scheme
Entity Benthic_Cover_DataDictionary_Fagaalu_2020

Catalog Details

Catalog Item ID: 32707
GUID: gov.noaa.nmfs.inport:32707
Metadata Record Created By: Annette M DesRochers
Metadata Record Created: 2016-05-10 16:08+0000
Metadata Record Last Modified By: Lori H Luers
Metadata Record Last Modified: 2022-10-27 23:23+0000
Metadata Record Published: 2022-09-19
Owner Org: PIFSC
Metadata Publication Status: Published Externally
Do Not Publish?: N
Metadata Last Review Date: 2022-08-30
Metadata Review Frequency: 1 Year
Metadata Next Review Date: 2023-08-30