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Dataset Overview | National Centers for Environmental Information (NCEI)

Sea Turtle Beaching Probability Index (BPI) in the Northern Gulf of America from 2017-01-01 to present

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This dataset contains the sea turtle beaching probability index (BPI) for the northern Gulf of America region since 2017-01-01. The data files are in CSV and JPEG formats. The daily CSV files contain beaching probability indexes with latitudes, longitudes, total accumulations, and stranding density log scaled radii (for plotting). The yearly CSV files contain daily accumulated BPI for the nine predefined regions. The daily JPEG files are BPI spatial distribution plots for these regions.

The BPI describes the likelihood that dead or debilitated sea turtles floating at the sea surface will be deposited on shore based on prevailing wind and currents. BPI is an indicator of favorable beaching conditions, that is, if there are drifting carcasses, they will be more likely to beach if BPI is high. This relationship between strandings and environmental conditions is relevant to understanding causes of stranding as well as the degree to which at-sea mortality may be represented by animals found on shore. The BPI applies velocity and direction of surface currents and wind from the American Seas Ocean Model (AMSEAS) of the Regional Navy Coastal Ocean Model (NCOM) to predict and describe the probability that floating turtles will be brought into shore. Within the BPI simulation, surface currents and winds from AMSEAS were used to push particles for an 8 day period based on lab and field studies of decomposition and persistence of sea turtle carcasses in the environment. Each day, at 0 h GMT, new particles were seeded onto a starting grid of 84,044 points spaced 1 nautical mile apart. This uniform grid extended from the coast to 60 nautical miles offshore, which is the furthest distance sea turtle carcasses were likely to drift based on observations. The system maintained a running tally such that on any given day all objects that are still in motion and less than 8 days old were pushed forward. Particles that encountered shallow water (<25 cm depth) stopped moving and were counted as "beached". The leeway value, the amount of "push" the wind gives a floating object was set to 3.5%, a value applicable to sea turtles or any other floating object which has about 50% of its area exposed above the sea surface.
  • Cite as: Wang, Zhankun; Nero, Redwood W.; Cook, Melissa; Lau, Yee H.; Larsen, Kirsten; Sallis, David; NOAA National Centers for Environmental Information; NOAA Fisheries Sea Turtle Stranding and Salvage Network (2022). Sea Turtle Beaching Probability Index (BPI) in the Northern Gulf of America from 2017-01-01 to present. [indicate subset used]. NOAA National Centers for Environmental Information. Dataset. https://www.ncei.noaa.gov/archive/accession/NCEI-Sea-Turtle-GOA-BPI. Accessed [date].
gov.noaa.nodc:NCEI-Sea-Turtle-GOA-BPI
Search Data
  • Granule Search (search)
    Search for data granules belonging to this collection (a granule is the smallest aggregation of data that can be independently described and retrieved).
Distribution Formats
  • CSV
  • JPEG
Ordering Instructions Contact NCEI for other distribution options and instructions.
Distributor NOAA National Centers for Environmental Information
+1-301-713-3277
ncei.info@noaa.gov
Dataset Point of Contact NOAA National Centers for Environmental Information
ncei.info@noaa.gov
Time Period 2017-01-01 to Present
Spatial Bounding Box Coordinates
West: -98.0
East: -81.0
South: 25.0
North: 31.0
Spatial Coverage Map
General Documentation
Associated Resources
Publication Dates
  • publication: 2022-11-18
  • revision: 2026-02-04
  • creation: 2022-11-15
Data Presentation Form Digital table - digital representation of facts or figures systematically displayed, especially in columns
Dataset Progress Status Ongoing - data is continually being updated
Historical archive - data has been stored in an offline storage facility
Data Update Frequency Monthly
Supplemental Information
Beaching Probability Index (BPI) data supports the NCEI product: Beaching Probability Index Tool.
Purpose This dataset is available to the public for a wide variety of uses including scientific research and analysis.
Use Limitations
  • accessLevel: Public
  • Distribution liability: NOAA and NCEI make no warranty, expressed or implied, regarding these data, nor does the fact of distribution constitute such a warranty. NOAA and NCEI cannot assume liability for any damages caused by any errors or omissions in these data. If appropriate, NCEI can only certify that the data it distributes are an authentic copy of the records that were accepted for inclusion in the NCEI archives.
Dataset Citation
  • Cite as: Wang, Zhankun; Nero, Redwood W.; Cook, Melissa; Lau, Yee H.; Larsen, Kirsten; Sallis, David; NOAA National Centers for Environmental Information; NOAA Fisheries Sea Turtle Stranding and Salvage Network (2022). Sea Turtle Beaching Probability Index (BPI) in the Northern Gulf of America from 2017-01-01 to present. [indicate subset used]. NOAA National Centers for Environmental Information. Dataset. https://www.ncei.noaa.gov/archive/accession/NCEI-Sea-Turtle-GOA-BPI. Accessed [date].
Cited Authors
Resource Providers
Publishers
Theme keywords NODC DATA TYPES THESAURUS NODC OBSERVATION TYPES THESAURUS WMO_CategoryCode
  • oceanography
Global Change Master Directory (GCMD) Science Keywords
Data Center keywords NODC SUBMITTING INSTITUTION NAMES THESAURUS Global Change Master Directory (GCMD) Data Center Keywords
Place keywords NODC SEA AREA NAMES THESAURUS Global Change Master Directory (GCMD) Location Keywords
Project keywords NODC PROJECT NAMES THESAURUS
Keywords NCEI ACCESSION NUMBER
Use Constraints
  • Cite as: Wang, Zhankun; Nero, Redwood W.; Cook, Melissa; Lau, Yee H.; Larsen, Kirsten; Sallis, David; NOAA National Centers for Environmental Information; NOAA Fisheries Sea Turtle Stranding and Salvage Network (2022). Sea Turtle Beaching Probability Index (BPI) in the Northern Gulf of America from 2017-01-01 to present. [indicate subset used]. NOAA National Centers for Environmental Information. Dataset. https://www.ncei.noaa.gov/archive/accession/NCEI-Sea-Turtle-GOA-BPI. Accessed [date].
Access Constraints
  • Use liability: NOAA and NCEI cannot provide any warranty as to the accuracy, reliability, or completeness of furnished data. Users assume responsibility to determine the usability of these data. The user is responsible for the results of any application of this data for other than its intended purpose.
Fees
  • In most cases, electronic downloads of the data are free. However, fees may apply for custom orders, data certifications, copies of analog materials, and data distribution on physical media.
Lineage information for: series
Processing Steps
  • 2022-11-18T20:09:18Z - NCEI Accession 0270549 v1.1 was published.
  • 2022-11-23T19:13:57Z - NCEI Accession 0272594 v1.1 was published.
  • 2022-11-28T01:36:07Z - NCEI Accession 0273418 v1.1 was published.
  • 2022-11-28T13:50:30Z - NCEI Accession 0273518 v1.1 was published.
  • 2022-11-28T14:33:45Z - NCEI Accession 0273519 v1.1 was published.
  • 2022-12-02T11:03:33Z - NCEI Accession 0274432 v1.1 was published.
  • 2023-01-02T04:22:51Z - NCEI Accession 0276211 v1.1 was published.
  • 2024-01-02T07:48:47Z - NCEI Accession 0286764 v1.1 was published.
  • 2024-03-08T15:28:00Z - NCEI Accession 0274432 was revised and v2.2 was published.
  • 2024-03-08T16:15:11Z - NCEI Accession 0276211 was revised and v2.2 was published.
  • 2024-03-08T18:05:45Z - NCEI Accession 0286764 was revised and v2.2 was published.
  • 2024-04-09T16:45:54Z - NCEI Accession 0286764 was revised and v3.3 was published.
  • 2024-05-11T17:11:43Z - NCEI Accession 0286764 was revised and v4.4 was published.
  • 2024-06-12T16:58:30Z - NCEI Accession 0286764 was revised and v5.5 was published.
  • 2024-07-14T16:47:33Z - NCEI Accession 0286764 was revised and v6.6 was published.
  • 2024-08-15T21:31:05Z - NCEI Accession 0286764 was revised and v7.7 was published.
  • 2024-09-16T16:53:42Z - NCEI Accession 0286764 was revised and v8.8 was published.
  • 2024-10-18T17:24:38Z - NCEI Accession 0286764 was revised and v9.9 was published.
  • 2024-11-21T16:45:37Z - NCEI Accession 0286764 was revised and v10.10 was published.
  • 2024-12-23T17:19:30Z - NCEI Accession 0286764 was revised and v11.11 was published.
  • 2025-01-01T17:27:56Z - NCEI Accession 0300299 v1.1 was published.
  • 2025-01-24T19:04:29Z - NCEI Accession 0286764 was revised and v12.12 was published.
  • 2025-02-02T16:42:53Z - NCEI Accession 0300299 was revised and v2.2 was published.
  • 2025-03-19T00:54:13Z - NCEI Accession 0300299 was revised and v3.3 was published.
  • 2025-04-20T16:45:33Z - NCEI Accession 0300299 was revised and v4.4 was published.
  • 2025-05-23T16:53:16Z - NCEI Accession 0300299 was revised and v5.5 was published.
  • 2025-06-24T16:46:21Z - NCEI Accession 0300299 was revised and v6.6 was published.
  • 2025-07-26T16:46:36Z - NCEI Accession 0300299 was revised and v7.7 was published.
  • 2025-08-27T16:44:40Z - NCEI Accession 0300299 was revised and v8.8 was published.
  • 2025-09-28T16:47:57Z - NCEI Accession 0300299 was revised and v9.9 was published.
  • 2025-10-30T19:28:23Z - NCEI Accession 0300299 was revised and v10.10 was published.
  • 2025-12-01T19:58:59Z - NCEI Accession 0300299 was revised and v11.11 was published.
  • 2026-01-02T16:49:05Z - NCEI Accession 0300299 was revised and v12.12 was published.
  • 2026-01-03T16:44:40Z - NCEI Accession 0311279 v1.1 was published.
  • 2026-02-04T17:02:08Z - NCEI Accession 0311279 was revised and v2.2 was published.
Lineage information for: model
Processing Steps
  • 2025-03-20T00:05:53Z - Previous title: Sea Turtle Beaching Probability Index (BPI) in the Northern Gulf of Mexico dataset from 2017-01-01 to present
    Rationale: The title of the dataset has been updated by the NOAA National Centers for Environmental Information to reflect geographic name changes consistent with EO 14172.
Last Modified: 2026-02-04T17:45:18Z
For questions about the information on this page, please email: ncei.info@noaa.gov