GOM OI - TOS Oil Classification: Remote Sensing Data for Oil Slick Analysis 2016-2018

NOAA's GOM OI - TOS Oil Classification dataset contains data from a study on methods to estimate oil slick coverage and thickness. The research involved synoptic collection of satellite imagery, airborne imagery, and surface oil characterization at the MC20 site in the Gulf of Mexico. This field research was primarily funded by the U.S. Department of the Interior and the Bureau of Safety and Environmental Enforcement.

Use Cases

• Training machine learning models for oil slick classification based on satellite and airborne imagery mentioned in the description.
• Analyzing the relationship between remote sensing signatures and surface oil chemistry data collected in the study.
• Developing methods for estimating oil slick coverage and thickness using synoptic data collection techniques.
• Studying chronic oil discharge events, like the ongoing release at the MC20 site, using multi-year field data.

Strengths

• Data originates from a NOAA-led study funded by U.S. government agencies like BSEE.
• Research includes multiple data collection methods: satellite imagery, airborne imagery, and surface characterization.
• Field research was conducted over multiple years: 2016, 2017, and 2018.
• Focuses on a specific, chronic oil discharge site (MC20) providing a real-world case study.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Data may reflect geographic and temporal bias inherent to the single MC20 study site.

Provenance

Source

National Oceanic and Atmospheric Administration (NOAA), Department of Commerce

Collection Method

Collected via field research involving satellite imagery, airborne imagery, surface oil characterization, and chemistry at the MC20 site and Ohmsett test tank.

Time Range

Field research undertaken in 2016, 2017, and 2018.

Freshness

Last updated 2026-03-13 22:21:21.680605; freshness should be verified.

Geography

Mississippi Canyon lease block #20 (MC20) in the Gulf of Mexico, and the Ohmsett test tank.