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Summary

Short Citation
Office for Coastal Management, 2026: Habitat Heartbeats: Incorporating Bivalve Biosensors into Estuary Monitoring Infrastructure - NERRS/NSC(NERRS Science Collaborative), https://www.fisheries.noaa.gov/inport/item/78501.
Full Citation Examples

Abstract

This project developed a shellfish biosensor monitoring system to complement existing long-term water quality monitoring and provide real-time feedback on estuary conditions.

The Project

Southern California’s estuaries can experience large swings in water quality due to events like freshwater inflow, sewage spills, and estuary mouth closures. The Tijuana River NERR (TRNERR) monitors several estuaries in San Diego County to better understand how biological communities respond to changes in water quality. While this biological monitoring produces detailed, high-quality data, the labor associated with this monitoring is significant and imposes limits on the frequency of monitoring. Regional partners, including the TRNERR and California State Parks among other intended users, expressed a need for improved monitoring techniques to detect when water quality conditions threaten the biotic community. Automated monitoring of biological communities could provide real-time feedback about biological response to changes in water quality while reducing the frequency of in-person monitoring.

Through an iterative process with TRNERR and other users, this project team co-developed a biosensor monitoring system that uses shellfish (oysters and mussels) as biosentinels. Alongside state and local land managers and other wetland and aquaculture professionals, the team designed an open-source electronic sensor that attaches to shellfish and monitors gaping behavior and heart rate. These metrics that can be used as indicators of physiological stress in response to environmental changes. The team deployed shellfish outfitted with these sensors in three field locations in San Diego. The deployed shellfish provided a real-time data stream of gaping behavior and heart rate, associated with a variety of changing water quality conditions, including frequent salinity and oxygen fluctuations in Tijuana River Estuary and mouth closure events in Los Penasquitos Lagoon. Periods of low salinity associated with rainfall or possible sewage outflows in Tijuana River were accompanied by group closures of shells and lower heart rates, and similar patterns were observed for periods when dissolved oxygen was now.

The project demonstrated the successful design and deployment of a low-cost, long-duration biosensor system. Ongoing refinement of this open-source hardware and software will help enhance monitoring capacity in Southern California and beyond, allowing for targeted deployments of biosentinels in the short term as well as their incorporation into routine long-term monitoring. The real time data stream provided by biosentinels will help managers adapt to changing conditions and inform locally relevant decision making for events that pose significant threats to wildlife and habitat like estuary mouth closure and sewage spills. The biosensor system also holds potential value to other coastal areas and sectors, for example, long-term biosentinel performance data can inform siting for aquaculture or living shoreline projects.

Purpose

The Impact

Developed innovative hardware and software tools for an open source biosensor system that can be used and modified by other groups.

Demonstrated the function of real-time data reporting of oyster and mussel behavior in three estuaries across San Diego County.

Complemented existing water quality monitoring efforts and enhanced monitoring capacity at TRNERR.

Data Access & Downloads

Access Constraints:

None

Use Constraints:

Cite this dataset when used as a source: NOAA retains the right to analyze, synthesize and publish summaries of the NERRS/NSC data. The NERRS/NSC retains the right to be fully credited for having collected and process the data. Following academic courtesy standards, the NERR site where the data were collected should be contacted and fully acknowledged in any subsequent publications in which any part of the data are used. The data enclosed within this package/transmission are only as accurate as the quality assurance and quality control procedures that are described in the associated metadata reporting statement allow. The user bears all responsibility for its subsequent use/misuse in any further analyses or comparisons. The Federal government does not assume liability to the Recipient or third persons, nor will the Federal government reimburse or indemnify the Recipient for its liability due to any losses resulting in any way from the use of this data. Requested citation format: NOAA National Estuarine Research Reserve System (NERRS) Science Collaborative(NSC).

Controlled Theme Keywords

MARINE ENVIRONMENT MONITORING, OYSTERS, WATER QUALITY

Child Items

Type Title
Entity N/A

Contact Information

Metadata Contact
Jeremy Cothran
jeremy.cothran@gmail.com

Extents

Geographic Area 1

-117.14° W, -117.09° E, 32.577° N, 32.532° S

Tijuana River, CA NERR

Time Frame 1
2021-10 - 2024-09

Item Identification

Title: Habitat Heartbeats: Incorporating Bivalve Biosensors into Estuary Monitoring Infrastructure - NERRS/NSC(NERRS Science Collaborative)
Status: Completed
Creation Date: Unknown
Revision Date: Unknown
Publication Date: 2024-09
Abstract:

This project developed a shellfish biosensor monitoring system to complement existing long-term water quality monitoring and provide real-time feedback on estuary conditions.

The Project

Southern California’s estuaries can experience large swings in water quality due to events like freshwater inflow, sewage spills, and estuary mouth closures. The Tijuana River NERR (TRNERR) monitors several estuaries in San Diego County to better understand how biological communities respond to changes in water quality. While this biological monitoring produces detailed, high-quality data, the labor associated with this monitoring is significant and imposes limits on the frequency of monitoring. Regional partners, including the TRNERR and California State Parks among other intended users, expressed a need for improved monitoring techniques to detect when water quality conditions threaten the biotic community. Automated monitoring of biological communities could provide real-time feedback about biological response to changes in water quality while reducing the frequency of in-person monitoring.

Through an iterative process with TRNERR and other users, this project team co-developed a biosensor monitoring system that uses shellfish (oysters and mussels) as biosentinels. Alongside state and local land managers and other wetland and aquaculture professionals, the team designed an open-source electronic sensor that attaches to shellfish and monitors gaping behavior and heart rate. These metrics that can be used as indicators of physiological stress in response to environmental changes. The team deployed shellfish outfitted with these sensors in three field locations in San Diego. The deployed shellfish provided a real-time data stream of gaping behavior and heart rate, associated with a variety of changing water quality conditions, including frequent salinity and oxygen fluctuations in Tijuana River Estuary and mouth closure events in Los Penasquitos Lagoon. Periods of low salinity associated with rainfall or possible sewage outflows in Tijuana River were accompanied by group closures of shells and lower heart rates, and similar patterns were observed for periods when dissolved oxygen was now.

The project demonstrated the successful design and deployment of a low-cost, long-duration biosensor system. Ongoing refinement of this open-source hardware and software will help enhance monitoring capacity in Southern California and beyond, allowing for targeted deployments of biosentinels in the short term as well as their incorporation into routine long-term monitoring. The real time data stream provided by biosentinels will help managers adapt to changing conditions and inform locally relevant decision making for events that pose significant threats to wildlife and habitat like estuary mouth closure and sewage spills. The biosensor system also holds potential value to other coastal areas and sectors, for example, long-term biosentinel performance data can inform siting for aquaculture or living shoreline projects.

Purpose:

The Impact

Developed innovative hardware and software tools for an open source biosensor system that can be used and modified by other groups.

Demonstrated the function of real-time data reporting of oyster and mussel behavior in three estuaries across San Diego County.

Complemented existing water quality monitoring efforts and enhanced monitoring capacity at TRNERR.

Supplemental Information:

Project Lead

Luke Miller, San Diego State University, luke.miller@sdsu.edu

Collaborative Lead

Kristen Goodrich, Tijuana River NERR, kgoodrich@trnerr.org

Technical Lead

Sarah Giddings, Scripps Institution of Oceanography UC San Diego, sgiddings@ucsd.edu

Partners:

San Diego Bay Aquaculture; Los Peñasquitos Lagoon Foundation; California State Parks; US Fish and Wildlife Service

Keywords

Theme Keywords

Theme Keywords
Thesaurus Keyword
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > ANIMALS/INVERTEBRATES > MOLLUSKS > BIVALVES > OYSTERS
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > OCEANS > MARINE ENVIRONMENT MONITORING
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > OCEANS > WATER QUALITY
UNCONTROLLED
None Bay mussel
None biosentinels
None dissolved oxygen
None heart rate
None Magallana gigas
None monitoring
None Mytilus californianus
None oyster
None Pacific oyster
None shell opening
None valve gape
None water quality
None water temperature

Spatial Keywords

Spatial Keywords
Thesaurus Keyword
UNCONTROLLED
None Boca Rio
None Los Penasquitos Lagoon
None San Diego Bay
None Tijuana River Estuary
None Tijuana River, CA NERR

Data Set Information

Data Set Scope Code: Data Set
Maintenance Frequency: As Needed
Distribution Liability:

The distributor does not assume liability.

Support Roles

Data Steward

CC ID: 1453176
Date Effective From: 2015
Date Effective To:
Contact (Organization): Office for Coastal Management (OCM)
Address: 2234 South Hobson Avenue
Charleston, SC 29405-2413
ROR: https://ror.org/05v14bq57
URL: https://www.coast.noaa.gov/

Distributor

CC ID: 1453177
Date Effective From: 2015
Date Effective To:
Contact (Organization): Office for Coastal Management (OCM)
Address: 2234 South Hobson Avenue
Charleston, SC 29405-2413
ROR: https://ror.org/05v14bq57
URL: https://www.coast.noaa.gov/

Metadata Contact

CC ID: 1453174
Date Effective From: 2017-10-31
Date Effective To:
Contact (Person): Cothran, Jeremy
Address:
Email Address: jeremy.cothran@gmail.com
View Historical Support Roles

Extents

Currentness Reference: Ground Condition

Extent Group 1

Extent Group 1 / Geographic Area 1

CC ID: 1453189
W° Bound: -117.14
E° Bound: -117.09
N° Bound: 32.577
S° Bound: 32.532
Description

Tijuana River, CA NERR

Extent Group 1 / Time Frame 1

CC ID: 1453185
Time Frame Type: Range
Start: 2021-10
End: 2024-09

Access Information

Security Class: Unclassified
Data Access Constraints:

None

Data Use Constraints:

Cite this dataset when used as a source: NOAA retains the right to analyze, synthesize and publish summaries of the NERRS/NSC data. The NERRS/NSC retains the right to be fully credited for having collected and process the data. Following academic courtesy standards, the NERR site where the data were collected should be contacted and fully acknowledged in any subsequent publications in which any part of the data are used. The data enclosed within this package/transmission are only as accurate as the quality assurance and quality control procedures that are described in the associated metadata reporting statement allow. The user bears all responsibility for its subsequent use/misuse in any further analyses or comparisons. The Federal government does not assume liability to the Recipient or third persons, nor will the Federal government reimburse or indemnify the Recipient for its liability due to any losses resulting in any way from the use of this data. Requested citation format: NOAA National Estuarine Research Reserve System (NERRS) Science Collaborative(NSC).

Distribution Information

Distribution 1

CC ID: 1453178
Download URL: https://nerrssciencecollaborative.org/project/LMiller2021
Distributor: Office for Coastal Management (OCM) (2015 - Present)
File Name: LMiller2021
File Type (Deprecated): Multiple formats

URLs

URL 1

CC ID: 1453179
URL: https://nerrssciencecollaborative.org/project/LMiller2021
Name: LMiller2021
URL Type:
Online Resource

Data Quality

Representativeness:

N/A

Quality Control Procedures Employed:

This information is detailed within the project links.

Lineage

Lineage Statement:

This information is detailed within the project links.

Sources

N/A

CC ID: 1453182

Process Steps

Process Step 1

CC ID: 1453183
Description:

N/A

Process Contact: Office for Coastal Management (OCM)
ROR: https://ror.org/05v14bq57

Child Items

Rubric scores updated every 15m

Rubric Score Type Title
Entity N/A

Catalog Details

Catalog Item ID: 78501
GUID: gov.noaa.nmfs.inport:78501
Metadata Record Created By: Jeremy Cothran
Metadata Record Created: 2025-11-03 18:16+0000
Metadata Record Last Modified By: SysAdmin InPortAdmin
Metadata Record Last Modified: 2026-03-04 19:17+0000
Metadata Record Published: 2025-11-03
Owner Org: OCM
Metadata Publication Status: Published Externally
Do Not Publish?: N
Metadata Last Review Date: 2019-11-08
Metadata Review Frequency: 3 Years
Metadata Next Review Date: 2022-11-08