PROJECTS

Occurrence of Rice's Whale in the Northern Gulf of Mexico

Status

No topics.

Ocean

Region

Introduction & Objectives

Rice's whale (Balaenoptera ricei; formerly Gulf of Mexico Bryde's whale) is estimated to have a population size of 51 individuals in U.S. waters (Garrison et al. 2020) and was listed as endangered under the ESA in 2019. The majority of modern sightings occur within waters between the 100- and 400-meter (m) isobaths within an area near the De Soto Canyon off northwestern Florida (Soldevilla et al. 2017; Rosel et al. 2021), an area defined as the Rice’s whale core distribution area (Rosel and Garrison 2022). Occurrence patterns from long-term passive acoustic monitoring (PAM) over the 2010–2018 period and from summer and fall visual surveys during 2018 and 2019 indicate that the whales are found year-round within the core distribution area, but also suggest there may be seasonal movements throughout, and potentially out of, this area. High densities of anthropogenic activities occur throughout the Gulf of Mexico (GOM), including oil and gas exploration and extraction, fisheries, shipping, and military activities. Many of these activities, including U.S. Navy readiness training and testing, and Eglin Air Force Base activities, overlap with the whales’ core distribution area. Understanding seasonal distribution and density of Rice’s whales throughout the core distribution area will improve understanding of potential impact of human activities in this area, improve the accuracy and precision of impact assessments, and assist in developing effective mitigation measures as needed. 

Technical Approach

To improve management of human-based activities in the core distribution area of these endangered whales, the Southeast Fisheries Science Center (SEFSC) began deploying a sparse array of 17 PAM units concurrent with one long-term HARP in May 2021. The PAM moorings were deployed in two lines of nine units each to nearly completely cover the core distribution area over a nearly 2-year period to improve understanding of seasonal and inter-annual distribution, movement patterns, and habitat use. The moorings use SoundTrap ST500 or ST600 STDs, calibrated long-term recorders capable of continuously recording underwater sound in the 20 Hz to 48 kHz frequency range, including Rice’s whale calls and ambient noise, for up to 6 months. Additionally, the study leverages a long-term HARP being deployed by the SEFSC, Scripps Institution of Oceanography, and collaborators, at the De Soto Canyon site in the core Rice’s whale habitat over the August 2020 to July 2025 period. At this site, they have been continuously recording ambient noise and other acoustic events in the 10 Hertz to 100 kHz frequency range since 2010 to monitor the impacts of the Deepwater Horizon oil spill and subsequent restoration activities on cetaceans. Together with the sparse array of SoundTraps, these PAM deployments provide the necessary data to understand seasonal distribution and density of Rice’s whales.

Historic long-term passive acoustic monitoring station (HARP; dark blue) deployed in the Rice’s whale core distribution area in the northeastern Gulf of Mexico since 2010, and sparse array passive acoustic monitoring stations (SoundTraps; light blue) deployed over the 2021-2023 period.

Historic long-term passive acoustic monitoring station (HARP; dark blue) deployed in the Rice’s whale core distribution area in the northeastern Gulf of Mexico since 2010, and sparse array passive acoustic monitoring stations (SoundTraps; light blue) deployed over the 2021-2023 period.

 

Data were collected from the historic DC HARP (DCH) site during the August 2020 - 2023 period using HARPs sampling at 200 kHz, under funding from a Deepwater Horizon Restoration project.  The DCH site is located approximately in the center of the Rice’s whale core distribution area and sampled over the periods from August 2020 to August 2021, August 2021 to July 2022, and September 2022 to July 2023. Concurrent data were collected from a sparse array of up to 17 SoundTrap moorings deployed in two lines that nearly completely covered the core distribution area during three deployments from May 2021 to September 2022.  A fourth deployment, funded by NOAA Office of Protected Resources (OPR), collected data until March 2023.  The SoundTraps sampled at 24 kHz over the periods: 1) May to October 2021; 2) November 2021 to April 2022; 3) May to September 2022; and 4) September 2022 to March 2023. 

In the GOM, three call types (two tonal calls – long-moans and tonal sequences, and downsweep pulse sequences) have been identified and definitively attributed to free-ranging Rice’s whales (Rice et al., 2014, Širović et al., 2014, Soldevilla et al., 2022) and one additional downsweep call type has been proposed as a likely candidate (Širović et al., 2014). During prior work conducted in 2018-2019, spectrogram cross-correlation detectors for long-moan calls and downsweep pulse sequences were developed in Ishmael (Mellinger & Clark 2000) using a two-day training dataset and a separate testing dataset to characterize miss rates and false detection rates.  

Spectrograms of Rice’s whale calls and potential calls.

Spectrograms of Rice’s whale calls and potential calls.

See Soldevilla et al. 2024 for details of the data collection and analysis methods.

Progress & Results

Statistical analyses and manuscript preparation are currently underway. These analyses also include data from a fourth deployment funded by NOAA Office of Protected Resources in 2022-23. An additional year of data collection (two ~6-month deployments) began in 2025 under funding from the U.S. Navy MSM Program.  Data collection will be completed in 2026 and will be incorporated into ongoing analyses. Finally, data collected during this project are being leveraged under NOAA-funded projects to acoustically track calling Rice’s whales throughout the core habitat and to evaluate feasibility of using spatially explicit capture-recapture methods for density estimation.

Project Information

Timeline

2019-2026

Location

Northeast Gulf of Mexico

Species

Passive Acoustic Monitoring

Conceptual Framework

Performing Organizations

Principal Investigators

Dr. Melissa Soldevilla
NOAA Southeast Fisheries Science Center

Sponsor(s) & Funding

    Total - $1.3M, FY26 - $256k

    Point of Contacts

    Project/Program Manager
    Joel T. Bell
    NAVFAC Atlantic
    Environmental Conservation, Marine Resources Section

    Deputy Program Manager
    Jackie Bort
    NAVFAC Atlantic
    Environmental Conservation
    Marine Resources Section

    Data, Reports, & Publications

    Technical Reports

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    Spatiotemporal Distribution of Rice’s Whale Calls in the Northeastern Gulf of America 2025. Debich, A.J., Cook, A., Tenorio, L., Garrison, L.M., Soldevilla, M.S.. 2026.
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    The Rice’s whale (Balaenoptera ricei; formerly Gulf of Mexico Bryde's whale) is estimated to have a population size of 51 individuals in U.S. waters (Garrison et al., 2020), and was listed as endangered under the ESA in 2019 (84 Federal Register 15446, 87 Federal Register 8981). The majority of modern sightings occur within waters between the 100 and 400 meter isobaths within an area near the De Soto Canyon off northwestern Florida (Rosel et al., 2021; Soldevilla et al., 2017), an area defined as the Rice’s whale core distribution area (Rosel & Garrison, 2022). Occurrence patterns from long-term passive acoustic monitoring (PAM) over the 2010–2024 period and from summer and fall visual surveys during 2018 and 2019 indicate that the whales are found year-round within the core distribution area, but also suggest there may be seasonal movements throughout, and potentially out of, this area. High densities of anthropogenic activities occur throughout the Gulf of America (formerly Gulf of Mexico, hereafter GOA), including oil and gas exploration and extraction, fisheries, shipping, and military activities. Many of these activities, including U.S. Navy readiness activities, and Eglin Air Force Base activities, overlap with the whales’ core distribution area. Understanding seasonal distribution and density of Rice’s whales throughout this area will improve understanding of potential impact of human activities, improve the accuracy and precision of impact assessments, and assist in developing effective mitigation measures as needed. To improve management of human-based activities in the core distribution area of these endangered whales, the SEFSC deployed a sparse array of 17 PAM units concurrent with one long-term High-frequency Acoustic Recording Package (HARP) from May 2021 to March 2023. The PAM moorings were deployed in two lines of nine units each to nearly completely cover the core distribution area over a nearly 2-year period to improve understanding of seasonal and interannual distribution, movement patterns, and habitat use. The moorings used SoundTrap ST500 or ST600 STDs, calibrated long-term recorders capable of continuously recording underwater sound in the 20 Hertz to 48 kHz frequency range, including Rice’s whale calls and ambient noise, for up to 6 months. Additionally, the study leveraged a long-term HARP deployed by the SEFSC, Scripps Institution of Oceanography, and collaborators, at the De Soto Canyon site in the Rice’s whale core distribution area over the August 2020 to July 2025 period. At this site, they have continuously recorded ambient noise and other acoustic events in the 10 Hertz to 100 kHz frequency range since 2010 to monitor the impacts of the Deepwater Horizon oil spill and subsequent restoration activities on cetaceans. Analyses from the combined DC HARP and sparse array of SoundTrap deployments over the 2021-2023 period suggested Rice’s whale detections occurred at all PAM stations throughout the entire year, with detections occurring more commonly on the inshore line compared to the offshore line, and suggested call detections increased to the south in winter and to the north in summer. Additional data collection was recommended to determine whether these patterns were consistent over longer periods, as needed to understand seasonal distribution and density of Rice’s whales. To meet this need, a new 3-year project is being conducted from June 2025 to June 2028 that includes redeploying the PAM array for at least one more year, and conducting analyses of Rice’s whale spatiotemporal occurrence across the new (2025-2026) and historic (2021-2023) datasets. The project objectives include 1) characterizing spatiotemporal distribution of calling Rice’s whales throughout the CDA over three years to understand interannual variation in year-round occurrence patterns; 2) evaluating whether intra-annual habitat use patterns represent consistent seasonal cycles over time; and 3) evaluating longer-term trends in occurrence of calling Rice’s whales as needed for monitoring population recovery. Results from 2021-2023 will be combined with the current effort to yield the three full years of broad coverage passive acoustic data collection. The project is off to a successful start. In June 2025, 17 SoundTrap ST600 STD recorders were deployed at the same study sites from the 2021-2023 period, along with the De Soto Canyon HARP. In January 2026, all 17 SoundTrap recorders were successfully retrieved. Upon initial inspection, acoustic recordings from each instrument were of high quality, yielding a total of 3,524 instrument-days of recording effort. The instruments recorded for a median of 6.9 months each, with most recordings ending in late December or early January. All 17 SoundTrap recorders were serviced and redeployed for another 6-month deployment. They will be retrieved, along with the HARP, in June 2026. Data analyses, including Rice’s whale call detection, localization, and call density estimation will begin in fall 2026.

    Type: Ocean: Region: Species: Methods:
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    The NOAA’s Southeast Fisheries Science Center (SEFSC) and Scripps Institution of Oceanography (Scripps) have been collaboratively deploying long-term passive acoustic monitoring stations throughout the Gulf of Mexico (GOM) since 2010 to monitor the impacts of the Deepwater Horizon oil spill and subsequent restoration activities on cetaceans. High-frequency Acoustic Recording Packages (HARPs) deployed at the De Soto Canyon (DC) site in the Rice’s whale core distribution area have been continuously recording ambient noise and other acoustic events in the 10 Hz to 100 kHz frequency range. During 2019- 2021, SEFSC conducted analyses of eight years of near-continuous DC HARP recordings (2010-2018) to understand Rice’s whale seasonal and interannual occurrence patterns at this site. During the first phase of this project, SEFSC developed automated Rice’s whale call detectors and analyzed eight years of historic data from the DC HARP in the core distribution area to establish complete occurrence time-series for understanding seasonal and interannual trends and for future habitat modeling and density estimation. Rice’s whale call detections occurred throughout the year at this site with increased call detection rates during summer and fall compared to winter and spring.

    Type: Ocean: Region: Species: Methods:
    More details Collapse details

    The NOAA’s Southeast Fisheries Science Center (SEFSC) and Scripps Institution of Oceanography (Scripps) have been collaboratively deploying long-term passive acoustic monitoring stations throughout the Gulf of Mexico (GOM) since 2010 to monitor the impacts of the Deepwater Horizon oil spill and subsequent restoration activities on cetaceans. High-frequency Acoustic Recording Packages (HARPs) deployed at the De Soto Canyon (DC) site in the Rice’s whale core habitat have been continuously recording ambient noise and other acoustic events in the 10 Hz to 100 kHz frequency range. During 2019-2021, SEFSC conducted analyses of eight years of near-continuous DC HARP recordings (2010-2018) to understand Rice’s whale seasonal and interannual occurrence patterns at this site. During the first phase of this project SEFSC developed automated Rice’s whale call detectors and analyzed eight years of historic data from the DC HARP in the core habitat to establish complete occurrence time-series for understanding seasonal and interannual trends and for future habitat modeling and density estimation. Rice’s whale call detections occurred throughout the year at this site with increased call detection rates during summer and fall compared to winter and spring.

    Type: Ocean: Region: Species: Methods:
    More details Collapse details

    The Rice’s whale (Balaenoptera ricei; formerly Gulf of Mexico (GOM) Bryde's whale) is estimated to have a population size of 51 individuals in U.S. waters (Garrison et al 2021) and was listed as endangered under the ESA in 2019 (84 FR 15446; 87 FR 8981). The majority of modern sightings occur in waters between the 100 – 400 m water depths in an area near the De Soto Canyon off northwestern Florida (Soldevilla et al. 2017, Rosel et al 2021). This primary distribution area is defined as the Rice’s whale core habitat (Rosel and Garrison, 2022). Occurrence patterns from one year of long-term passive acoustic monitoring and two summer and fall visual surveys during 2018 and 2019 indicate the whales are found year-round within the core habitat, but also suggest there may be seasonal movements throughout, and potentially out of, this area. High densities of anthropogenic activities occur throughout the GOM, including oil and gas exploration and extraction, fisheries, shipping, and military activities; several of these activities overlap with the whales’ primary habitat. Understanding seasonal distribution and density will improve understanding of potential impact of human activities in the core habitat and assist in developing effective mitigation measures as needed.

    Type: Ocean: Region: Species: Methods:
    More details Collapse details

    The SEFSC and Scripps Institution of Oceanography have been collaboratively deploying long-term passive acoustic monitoring stations at five Gulf of Mexico (GOM) sites since 2010 to monitor the impacts of the Deepwater Horizon oil spill and subsequent restoration activities on cetaceans (Figure 1). High-frequency Acoustic Recording Packages (HARPs), deployed at the five sites, including the De Soto Canyon (DC) HARP in the GOM Bryde’s whale core habitat, have been continuously monitoring ambient noise and other acoustic events in the 10 Hz to 100 kHz frequency range, and 8 years of nearcontinuous recordings (2010-2018) are available for analysis to better understand distribution and density trends of cetaceans, potentially including GOM Bryde’s whales. Data from the DC HARP site had previously only been evaluated for downsweep call sequences in the first year of data (Širović et al. 2014), and had not been evaluated for probable long-moan calls or constant tonal calls (Rice et al. 2014), which have also recently been recorded by SEFSC in the presence of GOM Bryde’s whales. Over late 2018 through 2020, this project focused on developing automated GOM Bryde’s whale call detectors and analyzing the full 8 years of data from the DC HARP in the core habitat (Table 1), to establish complete occurrence time-series for understanding seasonal and interannual trends and for future habitat modeling and density estimation. The 2018-19 goals were to develop the detectors and run and validate them on the first 38 months of data collected between October 2010 and July 2014. The 2020 goals were to complete the validation of the detector results on the remaining data and to begin a new data collection project that builds upon these results to better understand temporal variability in occurrence.

    Type: Ocean: Region: Species: Methods:
    More details Collapse details

    The SEFSC and Scripps Institution of Oceanography have been collaboratively deploying long-term passive acoustic monitoring stations at five Gulf of Mexico (GOM) sites since 2010 to monitor the impacts of the Deepwater Horizon oil spill and subsequent restoration activities on cetaceans (Figure 1). High-frequency Acoustic Recording Packages (HARPs), deployed at the five sites, including the De Soto Canyon (DC) HARP in the primary GOM Bryde’s whale habitat, have been continuously recording ambient noise and other acoustic events in the 10 Hz to 100 kHz frequency range, and these 8-year nearcontinuous recordings are available for analysis to better understand distribution and density trends of cetaceans, potentially including GOM Bryde’s whales. Data from the DC HARP site have only been evaluated for downsweep call sequences in the first year of data (Širović et al., 2014), and have not been evaluated for probable long-moan calls or constant tonal calls (Rice et al., 2014), which have also recently been recorded by SEFSC in the presence of GOM Bryde’s whales. Over late 2018 through 2020, this project focuses on developing automated GOM Bryde’s whale call detectors and analyzing the full 8 years of data from the DC HARP in the core habitat (Table 1), to establish complete occurrence timeseries for understanding seasonal and interannual trends and for future habitat modeling and density estimation. The 2018-19 goals were to develop the detectors and run and validate them on the first 38 months of data collected between October 2010 and July 14. They 2020 goals are to complete the validation on the detector results on the remaining data and begin a new data collection project that builds upon these results to better understand temporal variability in occurrence.

    Type: Ocean: Region: Species: Methods:

    Publications

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    A framework for passive acoustic localization and tracking using a wide-baseline array demonstrated with Rice’s whales (Balaenoptera ricei). Tenorio-Hallé, Ludovic, Kaitlin E. Frasier, Héloïse Frouin-Mouy, Lance P. Garrison, Pina Gruden, John A. Hildebrand, Eva-Marie Nosal, Melissa S. Soldevilla. 2026. Journal of the Acoustical Society of America
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    Presentations

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