Limits of Resilience: Uncertain Recovery in Mangrove Ecosystems Following Repeated Hurricane Disturbance - NERRS/NSC(NERRS Science Collaborative)
Data Set (DS) | Office for Coastal Management (OCM)GUID: gov.noaa.nmfs.inport:77784 | Updated: March 4, 2026 | Published / External
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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
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.
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
None
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).
URLs
Child Items
| Type | Title |
|---|---|
| Entity | N/A |
Contact Information
Metadata Contact
Jeremy Cothran
jeremy.cothran@gmail.com
Extents
-66.262° W,
-66.2° E,
17.97° N,
17.91° S
Jobos Bay, PR NERR
-81.78° W,
-81.455° E,
26.1° N,
25.8° S
Rookery Bay, FL NERR
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
| 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
| 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
| 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
| 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
| Date Effective From: | 2017-10-31 |
|---|---|
| Date Effective To: | |
| Contact (Person): | Cothran, Jeremy |
| Address: | |
| Email Address: | jeremy.cothran@gmail.com |
Extents
| Currentness Reference: | Ground Condition |
|---|
Extent Group 1
Extent Group 1 / Geographic Area 1
| 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
| 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
| 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
| 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
| URL: | https://nerrssciencecollaborative.org/project/Ogurcak20 |
|---|---|
| Name: | Ogurcak20 |
| URL Type: |
Online Resource
|
URL 2
| URL: | https://nerrssciencecollaborative.org/project/Ogurcak23 |
|---|---|
| Name: | Ogurcak23 |
| URL Type: |
Online Resource
|
URL 3
| URL: | https://EDIrepository.org |
|---|---|
| Name: | EDI repository |
| URL Type: |
Online Resource
|
URL 4
| URL: | https://github.com/USF-IMARS/wv-land-cover/tree/master |
|---|---|
| Name: | wv-land-cover |
| URL Type: |
Online Resource
|
URL 5
| 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
| 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
| URL: | https://code.earthengine.google.com/43dcf3fa21c55013e0f8d8b54a1ff87f |
|---|---|
| Name: | annual habitat maps |
| URL Type: |
Online Resource
|
URL 8
| URL: | https://nerrs-mcc.projects.earthengine.app/view/land-classification-mosaics-jobos |
|---|---|
| Name: | land-classification-mosaics-jobos |
| URL Type: |
Online Resource
|
URL 9
| URL: | https://code.earthengine.google.com/?asset=projects/nerrs-mcc/assets/nerrs_jobos_classmaps |
|---|---|
| Name: | nerrs_jobos_classmaps |
| URL Type: |
Online Resource
|
URL 10
| URL: | https://usf.app.box.com/s/z3sj5iwmyc7a1xu7x1zsxx9kj6jtc7l7 |
|---|---|
| Name: | jobos map |
| URL Type: |
Online Resource
|
URL 11
| URL: | https://nerrs-mcc.projects.earthengine.app/view/land-classification-mosaics-rookery |
|---|---|
| Name: | land-classification-mosaics-rookery |
| URL Type: |
Online Resource
|
URL 12
| URL: | https://code.earthengine.google.com/?asset=projects/nerrs-mcc/assets/nerrs_rookery_classmaps |
|---|---|
| Name: | nerrs_rookery_classmaps |
| URL Type: |
Online Resource
|
URL 13
| URL: | https://usf.app.box.com/s/7m79jwmg0j7sncd7fjrx0befpjjr4l38 |
|---|---|
| Name: | rookery maps |
| URL Type: |
Online Resource
|
URL 14
| URL: | https://usf.app.box.com/s/czj0v9w778wgixvqs6k5ds3otg5yf8d1 |
|---|---|
| Name: | jobos maps |
| URL Type: |
Online Resource
|
URL 15
| 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
Process Steps
Process Step 1
| Description: |
N/A |
|---|---|
| Process Contact: | Office for Coastal Management (OCM) |
| ROR: | https://ror.org/05v14bq57 |
Child Items
Rubric scores updated every 15m
|
|
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 |
