Tidally corrected shoreline positions for five groin fields sites around the United States

Metadata also available as - [Questions & Answers] - [Parseable text] - [XML]

Metadata:

Identification_Information:
Citation:
Citation_Information:
Originator: Catherine N. Janda
Originator: Jonathan A. Warrick
Originator: Daniel Buscombe
Originator: Sharon F. Batiste
Originator: Mark A. Lundine
Publication_Date: 20250814
Title:
Tidally corrected shoreline positions for five groin fields sites around the United States
Geospatial_Data_Presentation_Form: comma-delimited text
Series_Information:
Series_Name: data release
Issue_Identification: DOI:10.5066/P14BIJDN
Publication_Information:
Publication_Place:
Pacific Coastal and Marine Science Center, Santa Cruz, California
Publisher: U.S. Geological Survey
Online_Linkage: https://doi.org/10.5066/P14BIJDN
Online_Linkage: Larger_Work_Citation:
Citation_Information:
Originator: Catherine N. Janda
Originator: Jonathan A. Warrick
Originator: Daniel Buscombe
Originator: Sharon F. Batiste
Originator: Mark A. Lundine
Publication_Date: 2025
Title:
Satellite-derived shorelines for five groin field sites across the United States.
Series_Information:
Series_Name: data release
Issue_Identification: DOI:10.5066/P14BIJDN
Publication_Information:
Publication_Place: Pacific Coastal and Marine Science Center, Santa Cruz, CA
Publisher: U.S. Geological Survey
Other_Citation_Details:
Suggested Citation: Janda, C.N., Warrick, J.A., Buscombe, D.D., Batiste, S.F., and Lundine, M.A., 2025, Satellite-derived shorelines for five groin field sites across the United States : U.S. Geological Survey data release, https://doi.org/10.5066/P14BIJDN.
Description:
Abstract:
This data release provides tidally corrected shoreline positions for five groin field sites of around the United States (Ventura, CA, Newport Beach, CA , Santa Monica, CA, Long Branch, NJ, Sandwich, MA). The CSVs are derived from the software CoastSeg (Fitzpatrick and others, 2024). CoastSeg collects satellite images from Google Earth Engine to create shoreline data along with user supplied inputs based on the CoastSat methodology (Vos and others, 2019). Data have been tidally corrected based on beach foreshore slopes. The data can be viewed in either a text or spreadsheet program.
Purpose:
These shoreline positions were used to observe the change in shoreline position over the entire observed record for groin field sites across the country. The data are intended to be used to find erosion and accretion patterns, as well as observing if groin fields behave similarly at varying locations. This data set can be used both in geographic information systems (GIS) as well as other software such as MATLAB or Python.
Supplemental_Information:
Any use of trade, product, or firm names is for descriptive purposes only and does not imply endorsement by the U.S. Government.
Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 19840101
Ending_Date: 20221231
Currentness_Reference:
Years of available satellite imagery used to determine shoreline positions. Date range of January 1, 1984, to December 31, 2022, was used within CoastSeg (Fitzpatrick and others, 2024) to download satellite images from Google Earth Engine.
Status:
Progress: Complete
Maintenance_and_Update_Frequency: None planned
Spatial_Domain:
Bounding_Coordinates:
West_Bounding_Coordinate: -119.302302
East_Bounding_Coordinate: -70.390003
North_Bounding_Coordinate: 41.778327
South_Bounding_Coordinate: 33.603224
Keywords:
Theme:
Theme_Keyword_Thesaurus: ISO 19115 Topic Category
Theme_Keyword: geoscientificInformation
Theme_Keyword: environment
Theme_Keyword: oceans
Theme:
Theme_Keyword_Thesaurus: Data Categories for Marine Planning
Theme_Keyword: Structures
Theme_Keyword: Distributions
Theme_Keyword: Physical Habitats and Geomorphology
Theme:
Theme_Keyword_Thesaurus: USGS Thesaurus
Theme_Keyword: Ocean Sciences
Theme_Keyword: Remote Sensing
Theme_Keyword: Visible Light Imaging
Theme_Keyword: Sea-level Change
Theme:
Theme_Keyword_Thesaurus: Marine Realms Information Bank (MRIB) keywords
Theme_Keyword: Shoreline Accretion
Theme_Keyword: Shoreline Erosion
Theme:
Theme_Keyword_Thesaurus: None
Theme_Keyword: U.S. Geological Survey
Theme_Keyword: USGS
Theme_Keyword: Coastal and Marine Hazards and Resources Program
Theme_Keyword: CMHRP
Theme_Keyword: Pacific Coastal and Marine Science Center
Theme_Keyword: PCMSC
Theme:
Theme_Keyword_Thesaurus: USGS Metadata Identifier
Theme_Keyword: USGS:68751d74d4be025f81987c27
Place:
Place_Keyword_Thesaurus: Geographic Names Information System (GNIS)
Place_Keyword: State of California
Place_Keyword: State of New Jersey
Place_Keyword: Commonwealth of Massachusetts
Place_Keyword: Sandwich
Place_Keyword: Sandwich Harbor
Place_Keyword: Long Branch
Place_Keyword: Ventura
Place_Keyword: Ventura City Beach
Place_Keyword: Santa Monica
Place_Keyword: Santa Monica Bay
Place_Keyword: Newport Beach
Access_Constraints: No access constraints
Use_Constraints:
USGS-authored or produced data and information are in the public domain from the U.S. Government and are freely redistributable with proper metadata and source attribution. Please recognize and acknowledge the U.S. Geological Survey as the originator(s) of the dataset and in products derived from these data.
Point_of_Contact:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization:
U.S. Geological Survey, Pacific Coastal and Marine Science Center
Contact_Person: PCMSC Science Data Coordinator
Contact_Address:
Address_Type: mailing and physical
Address: 2885 Mission Street
City: Santa Cruz
State_or_Province: CA
Postal_Code: 95060
Contact_Voice_Telephone: 831-427-4747
Contact_Electronic_Mail_Address:
pcmsc_data@usgs.gov Native_Data_Set_Environment: The datasets were created on a Windows 11 operating system, using CoastSeg v1.2.16. Results are outputted as R files that are read into Matlab R2019b and Python 3.8.
Cross_Reference:
Citation_Information:
Originator: Sharon Fitzpatrick
Originator: Daniel Buscombe
Originator: Jonathan A. Warrick
Originator: Mark A. Lundine
Originator: Killian Vos
Publication_Date: 2024
Title:
CoastSeg: an accessible and extendable hub for satellite-derived shoreline (SDS) detection and mapping
Other_Citation_Details:
Fitzpatrick, S., Buscombe, D., Warrick, J.A., Lundine, M.A., Vos, K., 2024, CoastSeg: an accessible and extendable hub for satellite-derived shoreline (SDS) detection and mapping: Journal of Open Source Software, https://doi.org/10.21105/joss.06683.
Online_Linkage: https://doi.org/10.21105/joss.06683
Cross_Reference:
Citation_Information:
Originator: Killian Vos
Originator: Kristen D. Splinter
Originator: Mitchell D. Harley
Originator: Joshua A. Simmons
Originator: Ian L. Turner
Publication_Date: 2019
Title:
CoastSat: A Google Earth Engine-enabled Python toolkit to extract shorelines from publicly available satellite imagery
Other_Citation_Details:
Vos K., Splinter, K.D., Harley M.D., Simmons, J.A., Turner, I.L., 2019, CoastSat: A Google Earth Engine-enabled Python toolkit to extract shorelines from publicly available satellite imagery: Environmental Modelling & Software, https://doi.org/10.1016/j.envsoft.2019.104528
Online_Linkage: https://doi.org/10.1016/j.envsoft.2019.104528
Data_Quality_Information:
Attribute_Accuracy:
Attribute_Accuracy_Report:
Attribute values are estimated such as shoreline position based on satellite imagery. Vos and others (2019) assessed this method which compared to ground-based surveys at Duck, North Carolina. The authors are using a cross-shore horizontal error of 10 meters root mean squared error (RMSE) in most locations. In more dynamic areas such as river mouths, capes, and the ends of spits, the uncertainty is greater, and all positions should be inspected further.
Logical_Consistency_Report:
Data have undergone quality assurance and quality control (QA/QC) and fall within expected ranges.
Completeness_Report: Data are considered complete for the information presented.
Positional_Accuracy:
Horizontal_Positional_Accuracy:
Horizontal_Positional_Accuracy_Report: Data are respective with its specified transect locations.
Vertical_Positional_Accuracy:
Vertical_Positional_Accuracy_Report:
There has not been a formal accuracy assessment of vertical position in this dataset and/or is not applicable.
Lineage:
Source_Information:
Source_Citation:
Citation_Information:
Originator: U.S. Geological Survey
Publication_Date: 2020
Title: Landsat 4-5 Thematic Mapper Level-1, Collection 2
Geospatial_Data_Presentation_Form: Remote-Sensing Image
Publication_Information:
Publication_Place: online
Publisher: U.S. Geological Survey
Online_Linkage: https://doi.org/10.5066/P918ROHC
Type_of_Source_Media: online database
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 19840101
Ending_Date: 20120531
Source_Currentness_Reference:
Date range of available satellite imagery used to determine shoreline positions
Source_Citation_Abbreviation: Landsat 5 imagery
Source_Contribution:
The archive of satellite images from Earth Explorer was used to derive the shoreline positions for the study
Source_Information:
Source_Citation:
Citation_Information:
Originator: U.S. Geological Survey
Publication_Date: 2022
Title: Landsat 7 Enhanced Thematic Mapper Plus Level-1, Collection 2
Geospatial_Data_Presentation_Form: Remote-Sensing Image
Publication_Information:
Publication_Place: online
Publisher: U.S. Geological Survey
Online_Linkage: https://doi.org/10.5066/P9TU80IG
Type_of_Source_Media: online database
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 19990401
Ending_Date: 20221231
Source_Currentness_Reference:
Date range of available satellite imagery used to determine shoreline positions
Source_Citation_Abbreviation: Landsat 7 imagery
Source_Contribution:
The archive of satellite images from Earth Explorer was used to derive the shoreline positions for the study
Source_Information:
Source_Citation:
Citation_Information:
Originator: U.S. Geological Survey
Publication_Date: 2022
Title:
Landsat 8-9 Operational Land Imager / Thermal Infrared Sensor Level-1, Collection 2
Geospatial_Data_Presentation_Form: Remote-Sensing Image
Publication_Information:
Publication_Place: online
Publisher: U.S. Geological Survey
Online_Linkage: https://doi.org/10.5066/P975CC9B
Type_of_Source_Media: online database
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 20130201
Ending_Date: 20221231
Source_Currentness_Reference:
Date range of available satellite imagery used to determine shoreline positions
Source_Citation_Abbreviation: Landsat 8-9 imagery
Source_Contribution:
The archive of satellite images from Earth Explorer was used to derive the shoreline positions for the study
Source_Information:
Source_Citation:
Citation_Information:
Originator: Copernicus Data Release EU
Publication_Date: 2017
Title: Sentinel imagery (from Sentinel 2)
Geospatial_Data_Presentation_Form: image
Publication_Information:
Publication_Place: online
Publisher: Copernicus Data Release
Online_Linkage:
Type_of_Source_Media: online database
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 20170301
Ending_Date: 20221231
Source_Currentness_Reference:
Date range of available satellite imagery used to determine shoreline positions
Source_Citation_Abbreviation: Sentinel 2 imagery
Source_Contribution:
The archive of satellite images from Google Earth Engine was used to derive the shoreline positions for the study
Source_Information:
Source_Citation:
Citation_Information:
Originator: Carrere, L.
Originator: Lyard, F.
Originator: Cancet, M.
Originator: Guillot, A.
Originator: Picot, N.
Publication_Date: 20160501
Title:
FES (Finite Element Solution) 2014, a new tidal model—Validation results and perspectives for improvements
Geospatial_Data_Presentation_Form: NetCDF
Publication_Information:
Publication_Place: online
Publisher: AVISO
Online_Linkage:
Type_of_Source_Media: online database
Source_Time_Period_of_Content:
Time_Period_Information:
Single_Date/Time:
Calendar_Date: 20160501
Source_Currentness_Reference: publication date
Source_Citation_Abbreviation: FES 2014
Source_Contribution:
Tidal corrections in CoastSeg were made with tide height predictions from the FES 2014 model
Source_Information:
Source_Citation:
Citation_Information:
Originator: Amy Farris
Originator: Kathryn M Weber
Publication_Date: 2024
Title: Beach foreshore slope for the East Coast of the United States
Geospatial_Data_Presentation_Form: CSV
Publication_Information:
Publication_Place: online
Publisher: U.S. Geological Survey
Online_Linkage:
Type_of_Source_Media: online database
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 19970915
Ending_Date: 20180807
Source_Currentness_Reference: Ground condition at time data were collected
Source_Citation_Abbreviation: Slopes_East
Source_Contribution:
The foreshore slopes were used to help tide correct the time-series data in CoastSeg
Source_Information:
Source_Citation:
Citation_Information:
Originator: Amy Farris
Originator: Kathryn M Weber
Publication_Date: 2024
Title: Beach foreshore slope for the West Coast of the United States
Geospatial_Data_Presentation_Form: CSV
Publication_Information:
Publication_Place: online
Publisher: U.S. Geological Survey
Online_Linkage:
Type_of_Source_Media: online database
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 20220901
Ending_Date: 20110730
Source_Currentness_Reference: Ground condition at time data were collected
Source_Citation_Abbreviation: Slopes_West
Source_Contribution:
The foreshore slopes were used to help tide correct the time-series data in CoastSeg
Process_Step:
Process_Description:
Set up CoastSeg toolbox (Fitzpatrick and others, 2024) to derive the imagery and extract shorelines to be used in the region of interest (ROI). Version 1.2.16 was used to download the imagery from January 1, 1984, to December 31, 2022.
Process_Date: 20240920
Process_Step:
Process_Description:
Ran CoastSeg toolbox on imagery downloaded from Google Earth Engine for the time period and geographical region of interest. CoastSeg version v1.2.16. was used to extract the shoreline positions. Only images free of clouds or pixel errors were included.
Source_Used_Citation_Abbreviation: Landsat 5 imagery
Source_Used_Citation_Abbreviation: Landsat 7
Source_Used_Citation_Abbreviation: Landsat 8-9 imagery
Source_Used_Citation_Abbreviation: Sentinel 2 imagery
Process_Date: 20241001
Process_Step:
Process_Description:
Data were tidally corrected in CoastSeg based off the slope data.
Source_Used_Citation_Abbreviation: Slopes_East
Source_Used_Citation_Abbreviation: Slopes_West
Source_Used_Citation_Abbreviation: FES 2014
Process_Date: 20241101
Spatial_Data_Organization_Information:
Direct_Spatial_Reference_Method: Point
Point_and_Vector_Object_Information:
SDTS_Terms_Description:
SDTS_Point_and_Vector_Object_Type: Point
Point_and_Vector_Object_Count: 978745
Spatial_Reference_Information:
Horizontal_Coordinate_System_Definition:
Geographic:
Latitude_Resolution: 0.00000001
Longitude_Resolution: 0.00000000000001
Geographic_Coordinate_Units: Decimal Degrees
Geodetic_Model:
Horizontal_Datum_Name: WGS_1984
Ellipsoid_Name: WGS_1984
Semi-major_Axis: 6378137.0
Denominator_of_Flattening_Ratio: 298.25722
Vertical_Coordinate_System_Definition:
Depth_System_Definition:
Depth_Datum_Name: NAVD88
Depth_Resolution: 1.0
Depth_Distance_Units: meters
Depth_Encoding_Method: Implicit coordinate
Entity_and_Attribute_Information:
Detailed_Description:
Entity_Type:
Entity_Type_Label: [field site]_tidally_corrected_transect_time_series.csv
Entity_Type_Definition:
CSV file consisting of shoreline positions from 1984-2022 for five groin field sites across the United States (Ventura, CA, Newport Beach, CA, Santa Monica, CA, Long Branch, NJ, Sandwich, MA) that are tidally corrected based on satellite imagery from CoastSeg.
Entity_Type_Definition_Source: Producer Defined
Attribute:
Attribute_Label: dates
Attribute_Definition: date and time of extracted shoreline
Attribute_Definition_Source: Producer Defined
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 1984-03-23 17:50:13+00:00
Range_Domain_Maximum: 2022-12-30 15:21:20+00:00
Attribute_Units_of_Measure: time in yyyy-mm-dd HH:MM:SS+MS format
Attribute:
Attribute_Label: id
Attribute_Definition: Unique identifier of transects along each region of intrest
Attribute_Definition_Source: Producer Defined
Attribute_Domain_Values:
Unrepresentable_Domain:
Transect IDs are defined based on the region of interest and geographical area within CoastSeg. CoastSeg assigns a three letter ID to the region of interest and then the number represents the transect number within that region.
Attribute:
Attribute_Label: x_start
Attribute_Definition: Starting latitude position of transects
Attribute_Definition_Source: Producer Defined
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: -119.3013366
Range_Domain_Maximum: -70.41873515
Attribute_Units_of_Measure: decimal degrees
Attribute_Measurement_Resolution: 0.00000001
Attribute:
Attribute_Label: y_start
Attribute_Definition: Starting longitude position of transects
Attribute_Definition_Source: Producer Defined
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 33.6048768400829
Range_Domain_Maximum: 41.7745954964064
Attribute_Units_of_Measure: decimal degrees
Attribute_Measurement_Resolution: 0.00000001
Attribute:
Attribute_Label: x_end
Attribute_Definition: Ending latitude position of transects
Attribute_Definition_Source: Producer Defined
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: -119.3008974
Range_Domain_Maximum: -70.41756874
Attribute_Units_of_Measure: decimal degrees
Attribute_Measurement_Resolution: 0.00000001
Attribute:
Attribute_Label: y_end
Attribute_Definition: Ending longitude position of transects
Attribute_Definition_Source: Producer Defined
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 33.6021974100000
Range_Domain_Maximum: 41.7762958039487
Attribute_Units_of_Measure: decimal degrees
Attribute_Measurement_Resolution: 0.0000000000001
Attribute:
Attribute_Label: tide
Attribute_Definition:
observed tide at each recorded shoreline in meters with respect to mean sea level (MSL)
Attribute_Definition_Source: Producer Defined
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: -1.57664120800000
Range_Domain_Maximum: 1.98502355268893
Attribute_Units_of_Measure: meters
Attribute_Measurement_Resolution: 0.00000000000001
Attribute:
Attribute_Label: cross_distance
Attribute_Definition:
distance along transect of extracted shoreline from transect origin point
Attribute_Definition_Source: Producer Defined
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: -13.8938642
Range_Domain_Maximum: 378.5238597
Attribute_Units_of_Measure: meters
Attribute_Measurement_Resolution: 0.0000001
Attribute:
Attribute_Label: shore_x
Attribute_Definition: Latitude position of derived shoreline point
Attribute_Definition_Source: Producer Defined
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: -119.30127380
Range_Domain_Maximum: -70.41783678
Attribute_Units_of_Measure: decimal degrees
Attribute_Measurement_Resolution: 0.00000001
Attribute:
Attribute_Label: shore_y
Attribute_Definition: Longitude position of derived shoreline point
Attribute_Definition_Source: Producer Defined
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 33.60341938
Range_Domain_Maximum: 41.77588717
Attribute_Units_of_Measure: decimal degrees
Attribute_Measurement_Resolution: 0.00000001
Attribute:
Attribute_Label: slope
Attribute_Definition: slope used for tide correction
Attribute_Definition_Source: Producer Defined
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum: 0.067
Range_Domain_Maximum: 0.140
Attribute_Units_of_Measure: meters/meters
Attribute_Measurement_Resolution: 0.001
Attribute:
Attribute_Label: ref_elevation
Attribute_Definition: Reference elevation
Attribute_Definition_Source: Producer Defined
Attribute_Domain_Values:
Unrepresentable_Domain:
Reference elevation is used within CoastSeg to aid in the tide correction process. Reference elevation for all sites in this study was mean sea level (MSL), and all sites had a reference elevation of zero.
Overview_Description:
Entity_and_Attribute_Overview:
CSV files for Ventura, CA, Newport Beach, CA, Santa Monica, CA, Long Branch, NJ, and Sandwich, MA from 1984-2022. The first line of the CSV is a header line containing the names of each column. CSVs contain the date, transect ID, transect staring latitude point, transect starting longitude point, transect ending latitude point, transect ending longitude point, tide, cross distance, shoreline point latitude, shoreline point longitude, slope, and reference elevation of each point derived from the satellite imagery. Files are named by region and ROI number if the region has more than one ROI. ROIs are numbered from west to east or south to north following the numbering given by CoastSeg.
Entity_and_Attribute_Detail_Citation: U.S. Geological Survey
Distribution_Information:
Distributor:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization: U.S. Geological Survey - ScienceBase
Contact_Address:
Address_Type: mailing and physical
Address: Denver Federal Center, Building 810, Mail Stop 302
City: Denver
State_or_Province: CO
Postal_Code: 80225
Contact_Voice_Telephone: 1-888-275-8747
Contact_Electronic_Mail_Address: sciencebase@usgs.gov
Resource_Description:
These data are available in CSV format contained in a single zip file (GroinField_csv.zip) accompanied by CSDGM FGDC-compliant metadata.
Distribution_Liability:
Unless otherwise stated, all data, metadata and related materials are considered to satisfy the quality standards relative to the purpose for which the data were collected. Although these data and associated metadata have been reviewed for accuracy and completeness and approved for release by the U.S. Geological Survey (USGS), no warranty expressed or implied is made regarding the display or utility of the data on any other system or for general or scientific purposes, nor shall the act of distribution constitute any such warranty.
Standard_Order_Process:
Digital_Form:
Digital_Transfer_Information:
Format_Name: comma-deliminated text
Format_Information_Content:
These data are available in CSV format (for example, Ventura_transect_time_series_tidally_corrected.csv) contained in a single zip file (GroinField_csv.zip). Shorelines are identified by points along the transects where the start and end point of each transect is included in the CSV.
File_Decompression_Technique: WinZip or archive utility
Transfer_Size: 33
Digital_Transfer_Option:
Online_Option:
Computer_Contact_Information: Access_Instructions:
Data can be downloaded using the Network_Resource_Name links. The first link is a direct link to download the zipped file of data and metadata. The second link points to a landing page with metadata and data. The third link points to the landing page for the entire data release.
Fees: None.
Technical_Prerequisites:
These data can be viewed with GIS software such as ArcGIS or QGIS, numerical processing software such as Matlab or python, or any text editing software.
Metadata_Reference_Information:
Metadata_Date: 20250814
Metadata_Contact:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization:
U.S. Geological Survey, Pacific Coastal and Marine Science Center
Contact_Person: PCMSC Science Data Coordinator
Contact_Address:
Address_Type: mailing and physical
Address: 2885 Mission Street
City: Santa Cruz
State_or_Province: CA
Postal_Code: 95060
Contact_Voice_Telephone: 831-427-4747
Contact_Electronic_Mail_Address: pcmsc_data@usgs.gov
Metadata_Standard_Name: Content Standard for Digital Geospatial Metadata
Metadata_Standard_Version: FGDC-STD-001-1998

This page is <https://cmgds.marine.usgs.gov/catalog/pcmsc/DataReleases/ScienceBase/DR_P14BIJDN/GroinField_csvs_metadata.html>
Generated by mp version 2.9.51 on Fri Aug 15 11:01:27 2025