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Summary

Short Citation
Office for Coastal Management, 2026: Limits of Resilience: Uncertain Recovery in Mangrove Ecosystems Following Repeated Hurricane Disturbance - NERRS/NSC(NERRS Science Collaborative), https://www.fisheries.noaa.gov/inport/item/77784.
Full Citation Examples

Abstract

Building on the momentum of an earlier collaborative project, this team and their users reunited to assess how mangrove recovery and resilience is impacted by repeated hurricane disturbance.

The Project

Mangrove ecosystems of the greater Caribbean region face increasingly frequent tropical cyclones. In 2017, mangrove ecosystems at Jobos Bay NERR and Rookery Bay NERR sustained major impacts from Hurricanes Maria and Irma respectively. Just five years later, both reserves were again impacted by tropical cyclones (Hurricanes Fiona and Ian). To evaluate how mangrove recovery and resilience is impacted by repeated disturbances, this project mapped habitat change and assessed hydrological regimes.

This project's approach was adapted from an earlier initiative, the Mangrove Coast Collaborative (MCC). The MCC project had previously shown substantial recovery of the mangrove forest in both reserves after Hurricanes Maria and Irma, but had found persistent areas of minimal regeneration perhaps due to hydrological stress. Drawing on the strong collaborative foundation established by the MCC, this project team was able to mobilize quickly to assess the impacts of Hurricanes Fiona and Ian on ongoing mangrove recovery.

Project users collaborated with the project team via three project advisory committees (PACs) which had previously been established as part of the MCC project. The project advisory committees, two local and one technical, helped guide the project's methods, which included generating habitat and mangrove change maps for each reserve through 2024. Additionally, the team collected data on water depth and porewater salinities in locations of mangrove forest having minimal recovery compared to reference sites to assess the impact of hydrological stress.

Extended mapping of mangrove coverage and hydrology did not reveal additional impacts from Hurricanes Fiona and Ian. Instead, mapping showed an overall trend of increasing mangrove coverage; although locations of low recovery persist in both reserves. Both mapping and hydrologic datasets will serve as useful baselines for continued monitoring. Future research will be able to leverage the infrastructure and data derived from the project, and managers can immediately use the results from the project to influence policy for protection of the mangrove coastline. Finally, both reserves are better situated for future post-disturbance assessment and associated management planning.

Purpose

Building on the momentum of an earlier collaborative project, this team and their users reunited to assess how mangrove recovery and resilience is impacted by repeated hurricane disturbance.

The Project

Mangrove ecosystems of the greater Caribbean region face increasingly frequent tropical cyclones. In 2017, mangrove ecosystems at Jobos Bay NERR and Rookery Bay NERR sustained major impacts from Hurricanes Maria and Irma respectively. Just five years later, both reserves were again impacted by tropical cyclones (Hurricanes Fiona and Ian). To evaluate how mangrove recovery and resilience is impacted by repeated disturbances, this project mapped habitat change and assessed hydrological regimes.

This project's approach was adapted from an earlier initiative, the Mangrove Coast Collaborative (MCC). The MCC project had previously shown substantial recovery of the mangrove forest in both reserves after Hurricanes Maria and Irma, but had found persistent areas of minimal regeneration perhaps due to hydrological stress. Drawing on the strong collaborative foundation established by the MCC, this project team was able to mobilize quickly to assess the impacts of Hurricanes Fiona and Ian on ongoing mangrove recovery.

Project users collaborated with the project team via three project advisory committees (PACs) which had previously been established as part of the MCC project. The project advisory committees, two local and one technical, helped guide the project's methods, which included generating habitat and mangrove change maps for each reserve through 2024. Additionally, the team collected data on water depth and porewater salinities in locations of mangrove forest having minimal recovery compared to reference sites to assess the impact of hydrological stress.

Extended mapping of mangrove coverage and hydrology did not reveal additional impacts from Hurricanes Fiona and Ian. Instead, mapping showed an overall trend of increasing mangrove coverage; although locations of low recovery persist in both reserves. Both mapping and hydrologic datasets will serve as useful baselines for continued monitoring. Future research will be able to leverage the infrastructure and data derived from the project, and managers can immediately use the results from the project to influence policy for protection of the mangrove coastline. Finally, both reserves are better situated for future post-disturbance assessment and associated management planning.

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).

Child Items

Type Title
Entity N/A

Contact Information

Metadata Contact
Jeremy Cothran
jeremy.cothran@gmail.com

Extents

Geographic Area 1

-66.262° W, -66.2° E, 17.97° N, 17.91° S

Jobos Bay, PR NERR

Geographic Area 2

-81.78° W, -81.455° E, 26.1° N, 25.8° S

Rookery Bay, FL NERR

Time Frame 1
2023-10 - 2024-09

Item Identification

Title: Limits of Resilience: Uncertain Recovery in Mangrove Ecosystems Following Repeated Hurricane Disturbance - NERRS/NSC(NERRS Science Collaborative)
Status: Completed
Creation Date: Unknown
Revision Date: Unknown
Publication Date: 2024-09
Abstract:

Building on the momentum of an earlier collaborative project, this team and their users reunited to assess how mangrove recovery and resilience is impacted by repeated hurricane disturbance.

The Project

Mangrove ecosystems of the greater Caribbean region face increasingly frequent tropical cyclones. In 2017, mangrove ecosystems at Jobos Bay NERR and Rookery Bay NERR sustained major impacts from Hurricanes Maria and Irma respectively. Just five years later, both reserves were again impacted by tropical cyclones (Hurricanes Fiona and Ian). To evaluate how mangrove recovery and resilience is impacted by repeated disturbances, this project mapped habitat change and assessed hydrological regimes.

This project's approach was adapted from an earlier initiative, the Mangrove Coast Collaborative (MCC). The MCC project had previously shown substantial recovery of the mangrove forest in both reserves after Hurricanes Maria and Irma, but had found persistent areas of minimal regeneration perhaps due to hydrological stress. Drawing on the strong collaborative foundation established by the MCC, this project team was able to mobilize quickly to assess the impacts of Hurricanes Fiona and Ian on ongoing mangrove recovery.

Project users collaborated with the project team via three project advisory committees (PACs) which had previously been established as part of the MCC project. The project advisory committees, two local and one technical, helped guide the project's methods, which included generating habitat and mangrove change maps for each reserve through 2024. Additionally, the team collected data on water depth and porewater salinities in locations of mangrove forest having minimal recovery compared to reference sites to assess the impact of hydrological stress.

Extended mapping of mangrove coverage and hydrology did not reveal additional impacts from Hurricanes Fiona and Ian. Instead, mapping showed an overall trend of increasing mangrove coverage; although locations of low recovery persist in both reserves. Both mapping and hydrologic datasets will serve as useful baselines for continued monitoring. Future research will be able to leverage the infrastructure and data derived from the project, and managers can immediately use the results from the project to influence policy for protection of the mangrove coastline. Finally, both reserves are better situated for future post-disturbance assessment and associated management planning.

Purpose:

Building on the momentum of an earlier collaborative project, this team and their users reunited to assess how mangrove recovery and resilience is impacted by repeated hurricane disturbance.

The Project

Mangrove ecosystems of the greater Caribbean region face increasingly frequent tropical cyclones. In 2017, mangrove ecosystems at Jobos Bay NERR and Rookery Bay NERR sustained major impacts from Hurricanes Maria and Irma respectively. Just five years later, both reserves were again impacted by tropical cyclones (Hurricanes Fiona and Ian). To evaluate how mangrove recovery and resilience is impacted by repeated disturbances, this project mapped habitat change and assessed hydrological regimes.

This project's approach was adapted from an earlier initiative, the Mangrove Coast Collaborative (MCC). The MCC project had previously shown substantial recovery of the mangrove forest in both reserves after Hurricanes Maria and Irma, but had found persistent areas of minimal regeneration perhaps due to hydrological stress. Drawing on the strong collaborative foundation established by the MCC, this project team was able to mobilize quickly to assess the impacts of Hurricanes Fiona and Ian on ongoing mangrove recovery.

Project users collaborated with the project team via three project advisory committees (PACs) which had previously been established as part of the MCC project. The project advisory committees, two local and one technical, helped guide the project's methods, which included generating habitat and mangrove change maps for each reserve through 2024. Additionally, the team collected data on water depth and porewater salinities in locations of mangrove forest having minimal recovery compared to reference sites to assess the impact of hydrological stress.

Extended mapping of mangrove coverage and hydrology did not reveal additional impacts from Hurricanes Fiona and Ian. Instead, mapping showed an overall trend of increasing mangrove coverage; although locations of low recovery persist in both reserves. Both mapping and hydrologic datasets will serve as useful baselines for continued monitoring. Future research will be able to leverage the infrastructure and data derived from the project, and managers can immediately use the results from the project to influence policy for protection of the mangrove coastline. Finally, both reserves are better situated for future post-disturbance assessment and associated management planning.

Supplemental Information:

Project and Co-Technical Lead:

Danielle Ogurcak, Florida International University, dogurcak@fiu.edu

Collaborative Leads:

Marissa Figueroa, Rookery Bay NERR, Marissa.B.Figueroa@FloridaDEP.gov; Aitza Pabon, Jobos Bay NERR, apabon@drna.pr.gov

Co-Technical Lead:

Digna Rueda-Roa, University of South Florida, druedaro@usf.edu

Partners:

Florida International University Institute of Environment; University of South Florida Institute for Marine Remote Sensing

Keywords

Theme Keywords

Theme Keywords
Thesaurus Keyword
UNCONTROLLED
None black mangrove forest
None Coarse woody debris
None disturbance
None ecosystem resilience
None field assessment
None fine woody debris
None habitat map
None Hurricane Maria
None hydrologic monitoring
None land cover
None Mangrove cover change
None mangrove degradation
None mangrove forest
None Mangrove map
None mangrove recovery
None mangrove time series analysis
None mixed mangrove forest
None permanent plot sampling
None pneumatophore
None porewater salinity
None quadrat sampling
None regeneration
None southwest Florida
None transect sampling
None WorldView

Spatial Keywords

Spatial Keywords
Thesaurus Keyword
UNCONTROLLED
None Jobos Bay, PR NERR
None Puerto Rico
None Rookery Bay
None Rookery Bay, FL 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: 1429818
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: 1429819
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: 1429816
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: 1429842
W° Bound: -66.262
E° Bound: -66.2
N° Bound: 17.97
S° Bound: 17.91
Description

Jobos Bay, PR NERR

Extent Group 1 / Geographic Area 2

CC ID: 1429843
W° Bound: -81.78
E° Bound: -81.455
N° Bound: 26.1
S° Bound: 25.8
Description

Rookery Bay, FL NERR

Extent Group 1 / Time Frame 1

CC ID: 1429841
Time Frame Type: Range
Start: 2023-10
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: 1429820
Download URL: https://nerrssciencecollaborative.org/project/Ogurcak23
Distributor: Office for Coastal Management (OCM) (2015 - Present)
File Name: Ogurcak23
File Type (Deprecated): Multiple formats

URLs

URL 1

CC ID: 1429821
URL: https://nerrssciencecollaborative.org/project/Ogurcak20
Name: Ogurcak20
URL Type:
Online Resource

URL 2

CC ID: 1429822
URL: https://nerrssciencecollaborative.org/project/Ogurcak23
Name: Ogurcak23
URL Type:
Online Resource

URL 3

CC ID: 1429823
URL: https://EDIrepository.org
Name: EDI repository
URL Type:
Online Resource

URL 4

CC ID: 1429824
URL: https://github.com/USF-IMARS/wv-land-cover/tree/master
Name: wv-land-cover
URL Type:
Online Resource

URL 5

CC ID: 1429825
URL: https://github.com/USF-IMARS/wv-land-cover/tree/master/gee-uploads
Name: wv-land-cover/tree/master/gee-uploads
URL Type:
Online Resource

URL 6

CC ID: 1429826
URL: https://code.earthengine.google.com/?asset=projects/nerrs-mcc/assets/Final_mangroveMaps_MCC_Catalyst
Name: Final_mangroveMaps_MCC_Catalyst
URL Type:
Online Resource

URL 7

CC ID: 1429827
URL: https://code.earthengine.google.com/43dcf3fa21c55013e0f8d8b54a1ff87f
Name: annual habitat maps
URL Type:
Online Resource

URL 8

CC ID: 1429828
URL: https://nerrs-mcc.projects.earthengine.app/view/land-classification-mosaics-jobos
Name: land-classification-mosaics-jobos
URL Type:
Online Resource

URL 9

CC ID: 1429829
URL: https://code.earthengine.google.com/?asset=projects/nerrs-mcc/assets/nerrs_jobos_classmaps
Name: nerrs_jobos_classmaps
URL Type:
Online Resource

URL 10

CC ID: 1429830
URL: https://usf.app.box.com/s/z3sj5iwmyc7a1xu7x1zsxx9kj6jtc7l7
Name: jobos map
URL Type:
Online Resource

URL 11

CC ID: 1429831
URL: https://nerrs-mcc.projects.earthengine.app/view/land-classification-mosaics-rookery
Name: land-classification-mosaics-rookery
URL Type:
Online Resource

URL 12

CC ID: 1429832
URL: https://code.earthengine.google.com/?asset=projects/nerrs-mcc/assets/nerrs_rookery_classmaps
Name: nerrs_rookery_classmaps
URL Type:
Online Resource

URL 13

CC ID: 1429833
URL: https://usf.app.box.com/s/7m79jwmg0j7sncd7fjrx0befpjjr4l38
Name: rookery maps
URL Type:
Online Resource

URL 14

CC ID: 1429834
URL: https://usf.app.box.com/s/czj0v9w778wgixvqs6k5ds3otg5yf8d1
Name: jobos maps
URL Type:
Online Resource

URL 15

CC ID: 1429835
URL: https://usf.app.box.com/s/zfwz6jf0xqb2nv75tnhupu59prsq6qia
Name: rookery maps
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: 1429838

Process Steps

Process Step 1

CC ID: 1429839
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: 77784
GUID: gov.noaa.nmfs.inport:77784
Metadata Record Created By: Jeremy Cothran
Metadata Record Created: 2025-09-22 19:07+0000
Metadata Record Last Modified By: SysAdmin InPortAdmin
Metadata Record Last Modified: 2026-03-04 19:17+0000
Metadata Record Published: 2025-09-22
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