Slide Menu
Search Help Show/Hide Menu
Short Citation:
National Centers for Coastal Ocean Science, 2024: Benthic Habitats of Puerto Rico and the U.S. Virgin Islands;Photomosaic of Puerto Rico (La Pargue), 1999,

Item Identification

Title: Benthic Habitats of Puerto Rico and the U.S. Virgin Islands;Photomosaic of Puerto Rico (La Pargue), 1999
Short Name: pr_la_pargue_photo
Status: Completed
Publication Date: 2001-05-01

Habitat maps of Puerto Rico and the U.S. Virgin Islands were created by visual interpretation of aerial photographs using the Habitat Digitizer Extension. Aerial photographs are valuable tools for natural resource managers and researchers since they provide an excellent record of the location and extent of habitats. However,spatial distortions in aerial photographs due to such factors as camera angle, lens characteristics, and relief displacement must be accounted for during analysis to prevent incorrect measurements of area, distance, and other spatial parameters. These distortions of scale within an image can be removed through orthorectification. During orthorectification, digital scans of aerial photos are subjected to algorithms that eliminate each source of spatial distortion. The result is a georeferenced digital mosaic of several photographs with uniform scale throughout the mosaic. Features near land are generally georeferenced with greater accuracy while the accuracy of features away from land is generally not as good. Where no land is in the original photographic frame only kinematic GPS locations and image tie points were used to georeference the images. After the orthorectified mosaics were created, photointerpreters were able to accurately and reliably delineate boundaries of features in the imagery as they appear on the computer monitor.


The National Ocean Service is conducting research to digitally map biotic resources and coordinate a long-term monitoring program that can detect and predict change in U.S. coral reefs, and their associated habitats and biological communities.




Theme Keywords

Thesaurus Keyword
ISO 19115 Topic Category
ISO 19115 Topic Category
None aerial photography
None benthic
None coral
None habitat
None mangrove
None oceans
None reef
None Remotely Sensed Imagery/Photos
None SAV
None seagrass

Spatial Keywords

Thesaurus Keyword
None La Parguera
None Puerto Rico
None U.S. Exclusive Economic Zone

Physical Location

Organization: National Centers for Coastal Ocean Science
City: Silver Spring
State/Province: MD

Data Set Information

Data Set Scope Code: Data Set
Maintenance Frequency: None Planned
Data Presentation Form: raster digital data
Entity Attribute Overview:

Pixel values are MrSID compressions.Data were originally geoTIFF format.

Entity Attribute Detail Citation:

MrSID Compressed orthorectifiedimages; UTM Zone 19.

Distribution Liability:

Data are not to be used for navigation.

Data Set Credit: National Geophysical Data Center

Support Roles

Data Steward

CC ID: 470608
Date Effective From: 2001-05-01
Date Effective To:
Contact (Position): NCCOS Scientific Data Coordinator
Email Address:


CC ID: 470610
Date Effective From: 2001-05-01
Date Effective To:
Contact (Position): NCCOS Scientific Data Coordinator
Email Address:

Metadata Contact

CC ID: 470611
Date Effective From: 2001-05-01
Date Effective To:
Contact (Position): NCCOS Scientific Data Coordinator
Email Address:

Point of Contact

CC ID: 470609
Date Effective From: 2001-05-01
Date Effective To:
Contact (Position): NCCOS Scientific Data Coordinator
Email Address:

Principal Investigator

CC ID: 470612
Date Effective From: 2001-05-01
Date Effective To:
Contact (Person): Kendall, Matt
Email Address:


Currentness Reference: Publication Date

Extent Group 1

Extent Group 1 / Geographic Area 1

CC ID: 470617
W° Bound: -67.12
E° Bound: -66.57
N° Bound: 18
S° Bound: 17.52

Extent Group 1 / Time Frame 1

CC ID: 470614
Time Frame Type: Discrete
Start: 1999-02

Extent Group 1 / Time Frame 2

CC ID: 470615
Time Frame Type: Discrete
Start: 1999-03

Extent Group 1 / Time Frame 3

CC ID: 470616
Time Frame Type: Discrete
Start: 1999-12

Spatial Information

Spatial Representation

Representations Used

Grid: Yes

Access Information

Security Class: Unclassified
Data Access Constraints:


Data Use Constraints:


Distribution Information

Distribution 1

CC ID: 470618
Download URL:

Downloadable Data

File Type (Deprecated): MrSID
Distribution Format: SID-MrSID/Multiresolution Seamless Image DB



CC ID: 470606
URL Type:
Online Resource

Activity Log

Activity Log 1

CC ID: 470635
Activity Date/Time: 2013-09-17

Date that the source FGDC record was last modified.

Activity Log 2

CC ID: 470634
Activity Date/Time: 2017-04-05

Converted from FGDC Content Standard for Digital Geospatial Metadata (version FGDC-STD-001-1998) using '' script. Contact Tyler Christensen (NOS) for details.

Activity Log 3

CC ID: 585691
Activity Date/Time: 2017-09-13

Partial upload of Spatial Info section only.

Activity Log 4

CC ID: 601313
Activity Date/Time: 2017-11-01

Replaced entire Lineage section to populate new Source Contribution field.

Activity Log 5

CC ID: 716713
Activity Date/Time: 2018-02-08

Partial upload of Positional Accuracy fields only.

Technical Environment


MrSID Compression, orthorectified aerialphotos

Data Quality

Horizontal Positional Accuracy:

Horizontal accuracy was determined by solution of Socet Set generated model (RMS less than 1) and by comparison to independent ground control data. x=0.1 +/-3.0, y=0.9 +/-4.4 values are in meters +/- standard deviation

Completeness Measure:

Cloud Cover: 2

Completeness Report:

No color balancing was attempted since this alters color and textural signatures in the original imagery and interferes with the photointerpreter's ability to delineate habitats. As a result mosaics have visible seams between adjacent photos. This provides the photointerpreter with "true color" imagery for maximum ability to identify and delineate benthic features.

Conceptual Consistency:

Once all of the photographs were orthorectified, the best segments of each photograph were selected for creation of the final mosaic. Segments of each photograph were selected to minimize sun glint, cloud interference, and turbidity in the final mosaic. Where possible, parts of images obscured by sunglint or clouds were replaced with cloud/glint free parts of overlapping images. As a result, most mosaics have few or no clouds or sun glint obscuring bottom features.



National Geodetic Survey Aerial Photography of Puerto Rico and the U.S. Virgin Islands, 1999

CC ID: 601314
Contact Name: National Oceanic and Atmospheric Administration (NOAA),National Ocean Service (NOS), National Geodetic Survey (NGS)
Publish Date: 1999-01-01
Extent Type: Discrete
Extent Start Date/Time: 1999
Scale Denominator: 48000
Citation URL:
Source Contribution:

NOS aerial photos were used to create orthophotomosaics | Source Geospatial Form: raster digital data | Type of Source Media: aerial photography and scanned photos

Process Steps

Process Step 1

CC ID: 601315

Aerial photographs were acquired for Puerto Rico and the U.S. Virgin Islands Benthic Mapping Project in 1999 by NOAA Aircraft Operation Centers aircraft and National Geodetic Survey cameras and personnel. Approximately 600, color, 9 by 9 inch photos were taken of the coastal waters of Puerto Rico and the U.S. Virgin Islands at 1:48000 scale. Specific sun angle and maximum percent cloud cover restrictions were adhered to when possible during the photography mission to ensure collection of high quality imagery for the purpose of benthic mapping. Print and diapositives were created from the original negatives. Diapositives were then scanned at a resolution of 500 dots per inch(DPI) using a metric scanner, yielding 2.4 by 2.4 meter pixels for the 1:48000 scale photography. All scans were saved in TIFF format for the purposes of orthorectification and photointerpretation. Georeferencing/mosaicing of the TIFF's was performed using Socet Set Version 4.2.1. Lens correction parameters were applied to each frame to eliminate image distortion. Airborne kinematic GPS was then used when available to provide a first order geolocation. When this information was not available, measurements were made between lightline strips for input into Socet Set to provide preliminary co-registration. Image to image tie-points were then used to further co-register the imagery, especially for photos taken over open water where ground control points were not available. Fixed ground features visible in the scanned photos were selected for ground control points (GCP's)which were then used to georeference the imagery. GCP's were measured using real-time DGPS (differential Global Positioning System). Points were obtained with a wide distribution throughout the imagery, especially on peninsulas and outer islands whenever possible since this results in the most accurate registration throughout each image. Only ground control points for terrestrial features were collected due to difficulty of obtaining precise positions for submerged features. A custom digital terrain model (DTM) was then created using the Socet Set software to correct for feature displacement due to terrain effects. To accomplish this, water features and the shoreline were set to an elevation of zero. Preliminary experimentation revealed that the effects of refraction on the position of submerged features in the imagery were not significant enough to make a correction for underwater displacement according to Snell's law. Selected land elevation points were then inserted from USGS 1:24000 Digital Elevation Models or other elevation data sets where clouds or other sources of interference prevented the Socet Set software from automatically making an accurate DTM. Once the terrain models were complete and a draft orthorectified mosaic was produced, a set of independent ground control points was used to measure the quality of each mosaic's rectification and ensure that it met acceptable limits of horizontal spatial accuracy. If spatial accuracy was not acceptable based on this comparison, additional modifications were made, until a satisfactory mosaic was created for each island. In general, mosaics were georeferenced such that pixels are positioned within one pixel width of their correct location.

Process Date/Time: 2000-01-01 00:00:00

Catalog Details

Catalog Item ID: 39445
GUID: gov.noaa.nmfs.inport:39445
Metadata Record Created By: Tyler Christensen
Metadata Record Created: 2017-04-05 12:52+0000
Metadata Record Last Modified By: SysAdmin InPortAdmin
Metadata Record Last Modified: 2023-10-17 16:12+0000
Metadata Record Published: 2018-02-08
Owner Org: NCCOS
Metadata Publication Status: Published Externally
Do Not Publish?: N
Metadata Last Review Date: 2018-02-08
Metadata Review Frequency: 1 Year
Metadata Next Review Date: 2019-02-08